Read in data

ff2_fish <- read_csv(here("Mermaid Ingest Data", "Historical","ff2_fish.csv"))
ff2_habitat <- read_csv(here("Mermaid Ingest Data", "Historical","ff2_habitat.csv"))

Missing Data

# Missing data ff2_fish
ff2_fish_na_counts <- ff2_fish %>%
  summarise(across(everything(), ~sum(is.na(.))))

# Split the dataframe into two parts
first_half <- ff2_fish_na_counts %>% select(1:11)
second_half <- ff2_fish_na_counts %>% select(12:23)
# First table
first_half %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
country survey_date ma_name reef_zone location_name location_status lat lon transect_no water_depth reef_slope
0 137009 0 133378 0 0 14589 14588 0 151614 137855
# Second table
second_half %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
species count density_ind_ha length size_class biomass_kg_ha a b family level1_name level2_name year
0 1 6 16 49 11628 11608 11608 2001 0 0 0
# Missing data ff2_habitat
ff2_habitat_na_counts <- ff2_habitat %>%
  summarise(across(everything(), ~sum(is.na(.))))

# Split the dataframe into two parts
first_half_hab <- ff2_habitat_na_counts %>% select(1:14)
second_half_hab <- ff2_habitat_na_counts %>% select(14:28)
# First table
first_half_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
country sitename controlsite controlsitename lat lon surveydate surveytime location_name location_status divername temp_c reefslope transect_no
0 11993 15493 24420 1705 1705 1375 15756 60 60 3308 13490 13678 0
# Second table
second_half_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
transect_no avg_complexity methodology old_category old_attribute percentage level1_name level2_name ma_name year category family genus species depth_m
0 15569 11490 3231 0 0 2065 3675 1644 0 0 11357 11370 15826 16637

Check Categories: Sites (w/latitude and longitude), Management Regimes,and Methodology

1. ff2_fish:

## ff2_fish:

# Get unique countries
ff2_fish_country <- ff2_fish %>%
  distinct(country) %>%
  pull(country)

print(ff2_fish_country)
## [1] "Mozambique"  "Indonesia"   "Honduras"    "Philippines"
# Count the number of observations for each country
ff2_fish_country_counts <- ff2_fish %>%
  count(country)

ff2_fish_country_counts%>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
country n
Honduras 4755
Indonesia 5960
Mozambique 360
Philippines 150532
# Get unique sites (location_name) --> Manual entry (610 unique sites)
ff2_fish_sites <- ff2_fish %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_fish_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
Mantalip Marine Reserve 9.7978900 123.16947 Reserve 1825
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5924300 123.56726 Reserve 1646
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5796900 123.56332 Reserve 1497
Mantalip Marine Reserve 9.7847100 123.16228 Managed Access 1421
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5828800 123.57596 Managed Access 1413
Iniban Marine Sanctuary 9.8892600 123.14869 Reserve 1411
Mantalip Marine Reserve 9.7985700 123.16949 Reserve 1403
Iniban Marine Sanctuary 9.8851500 123.15020 Managed Access 1400
Iniban Marine Sanctuary 9.8883800 123.14853 Reserve 1380
Hambongan Marine Protected Area 10.0683700 124.02346 Managed Access 1377
Mantalip Marine Reserve 9.8029700 123.16810 Managed Access 1371
Buluan Island Marine Sanctuary 7.6801500 122.54540 Reserve 1366
Hambongan Marine Protected Area 10.0694800 124.01902 Managed Access 1238
Ayoke Marine Protected Area 9.3937900 126.04318 Reserve 1195
Iniban Marine Sanctuary 9.8921600 123.14817 Managed Access 1181
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5941600 123.55975 Managed Access 1171
Ayoke Marine Protected Area 9.3993100 126.05181 Managed Access 1162
Hambongan Marine Protected Area 10.0574100 124.01515 Reserve 1143
Ayoke Marine Protected Area 9.3900200 126.04291 Reserve 1128
1 11.4009300 122.01504 Reserve 1120
2 11.4124100 122.02777 Managed Access 1120
3 11.4121000 122.02798 Managed Access 1120
Buluan Island Marine Sanctuary 7.6870700 122.54477 Reserve 1114
Uba Marine Protected Area 9.2889500 126.20754 Managed Access 1105
Hambongan Marine Protected Area 10.0578100 124.01245 Reserve 1100
Uba Marine Protected Area 9.2858500 126.20004 Reserve 1057
Uba Marine Protected Area 9.2862500 126.20053 Reserve 1048
Buluan Island Marine Sanctuary 7.6855200 122.53369 Managed Access 1038
Bahurang Aurora Fishery Reserve NA NA Reserve 1035
Bolisong Marine Sanctuary NA NA Reserve 1034
Bahurang Vigo Fishery Reserve NA NA Reserve 1004
Ermita Marine Protected Area NA NA Reserve 976
Bahurang Aurora Fishery Reserve NA NA Managed Access 961
Ermita Marine Protected Area 10.4287000 123.43586 Reserve 946
Tinigbas Marine Sanctuary NA NA Reserve 925
San Salvador Marine Protected Area NA NA Reserve 900
Bahurang Vigo Fishery Reserve NA NA Managed Access 896
Buluan Island Marine Sanctuary 7.6799300 122.54527 Managed Access 880
Ermita Marine Protected Area 10.4276400 123.43484 Reserve 879
Mantalip Marine Reserve 9.7970800 123.16926 Reserve 872
Bolisong Marine Sanctuary 9.7109000 123.15978 Managed Access 867
Bolisong Marine Sanctuary NA NA Managed Access 867
Uba Marine Protected Area 9.2853200 126.20411 Managed Access 858
Cabulotan Marine Reserve 9.9302100 123.17992 Reserve 836
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9681400 123.42492 Reserve 829
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9863300 123.42191 Reserve 828
Malalison Island Marine Sanctuary 11.4009300 122.01504 Reserve 825
Cabulotan Marine Reserve 9.9348700 123.17921 Managed Access 824
Cabulotan Marine Reserve NA NA Reserve 823
Tinigbas Marine Sanctuary NA NA Managed Access 816
San Juan Marine Protected Area 10.4548200 123.44734 Reserve 809
Bahurang Aurora Fishery Reserve 13.7222500 120.27599 Reserve 791
Bolisong Marine Sanctuary 9.7042500 123.16109 Reserve 790
Mantalip Marine Reserve 9.7892400 123.16720 Managed Access 778
Bolisong Marine Sanctuary 9.7017100 123.16071 Reserve 766
Ragnas Marine Protected Area 12.9734300 124.17196 Managed Access 762
Bahurang Vigo Fishery Reserve 13.8613800 120.19408 Reserve 722
Bolisong Marine Sanctuary 9.6987800 123.15987 Managed Access 718
Buluan Island Marine Sanctuary 7.6868200 122.54579 Reserve 705
Ragnas NA NA Reserve 705
Cabulotan Marine Reserve 9.9313500 123.17950 Reserve 702
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9847000 123.41943 Reserve 685
Ragnas NA NA Managed Access 685
Caub Fish Sanctuary 9.8925400 125.88883 Managed Access 681
Hambongan Marine Protected Area 10.0687300 124.02451 Managed Access 680
Bahurang Vigo Fishery Reserve 13.8296700 120.18575 Managed Access 676
Cabulotan Marine Reserve NA NA Managed Access 674
Bahurang Aurora Fishery Reserve 13.7166100 120.27356 Reserve 669
Malalison Island Marine Sanctuary 11.8960000 122.02097 Managed Access 660
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9911500 123.41275 Managed Access 658
Cabulotan Marine Reserve 9.9262300 123.17949 Managed Access 657
Tinigbas Marine Sanctuary 11.7571800 121.85178 Managed Access 642
Bahurang Vigo Fishery Reserve 13.8580700 120.18719 Reserve 638
Bahurang Aurora Fishery Reserve 13.7076600 120.27556 Managed Access 637
Iniban Marine Sanctuary 9.8904400 123.14849 Reserve 635
Caub Fish Sanctuary 9.9013900 125.88167 Reserve 627
Tinigbas Marine Sanctuary 11.7546900 121.86247 Reserve 614
Malalison Island Marine Sanctuary 11.4121000 122.02798 Managed Access 611
Buluan Island Marine Sanctuary 7.6831700 122.53354 Managed Access 605
Tinigbas Marine Sanctuary 11.7551000 121.86043 Reserve 598
San Salvador Marine Protected Area 15.5247900 119.89516 Reserve 597
Ermita Marine Protected Area 10.4287300 123.42391 Managed Access 588
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5928400 123.57107 Reserve 585
Bahurang Aurora Fishery Reserve 13.7334300 120.28098 Managed Access 585
Buluan Island Marine Sanctuary 7.6799300 122.54527 Reserve 584
Corregidor Fish Sanctuary 9.6880400 126.06481 Reserve 576
Iniban Marine Sanctuary 9.8930700 123.14827 Managed Access 574
Ayoke Marine Protected Area 9.4062050 126.01596 Reserve 572
Ayoke Marine Protected Area 9.4025800 126.01470 Managed Access 564
Tinigbas Marine Sanctuary 11.7541200 121.87232 Managed Access 560
Caub Fish Sanctuary 9.9020900 125.88267 Managed Access 559
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5975800 123.56739 Managed Access 539
Corregidor Fish Sanctuary 9.6929800 126.07260 Reserve 538
Ermita Marine Protected Area NA NA Managed Access 536
San Salvador Marine Protected Area NA NA Managed Access 530
Uba Marine Protected Area 9.2872300 126.20141 Reserve 525
Hambongan Marine Protected Area 10.0581900 124.01457 Reserve 523
Buluan Island Marine Sanctuary 7.6870700 122.54477 Managed Access 519
Hambongan Marine Protected Area 10.0934800 124.04920 Managed Access 514
Bahurang Vigo Fishery Reserve 13.8309100 120.17832 Managed Access 505
San Salvador Marine Protected Area 15.5219900 119.89616 Reserve 503
Corregidor Fish Sanctuary 9.6986800 126.07593 Managed Access 497
A: Ermita Marine Protected Area 10.4276400 123.43484 Reserve 496
Malalison 11.4009300 122.01504 Reserve 495
Caub Fish Sanctuary 9.9082100 125.88614 Managed Access 492
Hambongan Marine Protected Area 10.0868600 123.99330 Managed Access 490
Ermita Marine Protected Area 10.4465000 123.43900 Managed Access 485
Corregidor Fish Sanctuary 9.6986400 126.08733 Managed Access 478
Ragnas Marine Protected Area 12.9695900 124.16186 Reserve 475
Ayoke Marine Protected Area 9.4109600 126.02570 Managed Access 472
Iniban MS 9.8883800 123.14853 Reserve 472
T. Arlan Inside Station 1 10.0140600 126.02107 Reserve 468
A: Corregidor Fish Sanctuary 9.6880400 126.06481 Reserve 463
Mantalip 9.7978900 123.16947 Reserve 455
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9876900 123.42309 Reserve 454
Pamosaingan Inside Station 2 9.6932300 125.91211 Reserve 454
Ayoke Marine Protected Area 9.3849700 126.04540 Managed Access 449
Caub 9.9013900 125.88167 Reserve 444
Ragnas Marine Protected Area 12.9598200 124.16238 Managed Access 430
San Salvador Marine Protected Area 15.5301200 119.90822 Managed Access 430
A: Tinigbas Marine Sanctuary 11.7551000 121.86043 Reserve 427
Bolisong Marine Sanctuary 9.7087600 123.16082 Managed Access 426
A: Buluan Island Marine Sanctuary 7.6870700 122.54477 Reserve 424
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9598100 123.42056 Managed Access 421
Corregidor 9.6880400 126.06481 Reserve 421
Iniban MS 9.8892600 123.14869 Reserve 420
Corregidor 9.6986800 126.07593 Managed Access 419
Daku Is. Outside Station 1 9.7457000 126.15482 Managed Access 419
San Salvador Marine Protected Area 15.5178000 119.89744 Managed Access 412
Caringo Fish Sanctuary NA NA Reserve 411
Caringo Fish Sanctuary NA NA Managed Access 409
Poblacion Inside Station 1 9.7404300 126.13017 Reserve 407
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.0387600 123.39632 Managed Access 393
Uba Marine Protected Area 9.2945800 126.20955 Managed Access 393
San Juan Marine Protected Area NA NA Reserve 390
Malalison 11.4124100 122.02777 Managed Access 385
Ragnas Marine Protected Area 12.9695900 124.16186 Managed Access 384
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9911600 123.41450 Managed Access 380
Bahurang Aurora Fishery Reserve 13.7253900 120.27499 Reserve 379
Caub 9.9020900 125.88267 Reserve 378
Uba Marine Protected Area 9.2862500 126.20053 Managed Access 377
B: Corregidor Fish Sanctuary 9.6986800 126.07593 Managed Access 375
Corregidor 9.6986400 126.08733 Managed Access 373
Maribojoc Inside Station 1 9.9472300 125.95507 Reserve 370
Bolisong Marine Sanctuary 9.7060100 123.16113 Reserve 366
Ragnas Marine Protected Area 12.9696300 124.16306 Reserve 363
Ayoke 9.3900200 126.04291 Reserve 360
Bahurang Vigo Fishery Reserve 13.8597500 120.19821 Reserve 360
A: Roseller T. Lim Marine Protected Area 7.6296000 122.49483 Reserve 359
Corregidor 9.6929800 126.07260 Reserve 358
B: Tinigbas Marine Sanctuary 11.7571800 121.85178 Managed Access 356
Ayoke Marine Protected Area 9.3924300 126.04475 Managed Access 354
Caub 9.8925400 125.88883 Managed Access 349
Poblacion Marine Protected Area 9.2792900 126.20425 Reserve 349
Pamosaingan Inside Station 1 9.6820400 125.91595 Reserve 346
A: Sand bar Marine Sanctuary 7.5354800 122.72639 Reserve 341
Pamosaingan Outside Station 2 9.7032100 125.91297 Managed Access 339
Uba 9.2858500 126.20004 Reserve 337
A: Iniban Marine Sanctuary 9.8892600 123.14869 Reserve 335
B: Bangaan Marine Sanctuary 7.4974000 122.43578 Managed Access 334
A: Bangaan Marine Sanctuary 7.4875000 122.41495 Reserve 332
Mantalip 9.7987100 123.16000 Reserve 331
Cloud 9 Outside Station 1 9.8250900 126.15352 Managed Access 323
Puntod Shoal Inside Station 1 11.6074640 122.01822 Reserve 323
Ragnas Marine Protected Area 12.9793100 124.15660 Reserve 321
Uba 9.2862500 126.20053 Reserve 320
Caringo Fish Sanctuary 14.0336700 123.09422 Reserve 319
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.0334000 123.39205 Managed Access 318
Tinigbas Marine Sanctuary 11.7548000 121.86369 Reserve 318
A: Agay-ayan-Caloco Marine Protected Areas 13.9911500 123.41275 Reserve 314
Alegria Inside Station 1 10.0625000 126.06673 Reserve 313
Maribojoc Outside Station 2 9.9478300 126.95408 Managed Access 311
Gen Luna Marine Protected Area 9.7404300 126.13017 Reserve 310
Malalison 11.4121000 122.02798 Managed Access 309
Bahurang Vigo Fishery Reserve 13.8286000 120.21249 Managed Access 308
Burgos Inside Station 2 10.0238000 126.07485 Reserve 308
A: Moyong Fish Sanctuary 7.5810800 123.04690 Reserve 307
Gen. Island 9.4025800 126.01470 Managed Access 306
Caub Fish Sanctuary 9.8959800 125.88514 Reserve 302
Ayoke Marine Protected Area 9.3937900 126.04318 Managed Access 300
A: Mantalip Marine Reserve 9.7987100 123.16000 Reserve 298
Burgos 9.2432900 126.19512 Reserve 293
Uba 9.2889500 126.20754 Managed Access 291
Ayoke 9.3937900 126.04318 Reserve 289
B: Buluan Island Marine Sanctuary 7.6871800 122.53280 Managed Access 284
Caringo Fish Sanctuary 14.0349000 123.09312 Reserve 282
A: Takot Siari Marine Protected Area 7.4262800 122.76968 Reserve 278
B: Takot Siari Marine Protected Area 7.4288200 122.77838 Managed Access 278
Poblacion Inside Station 2 9.7490000 126.14124 Reserve 277
Tinigbas Marine Sanctuary 11.7545100 121.86774 Managed Access 277
Bahurang Aurora Fishery Reserve 13.7073700 120.27250 Managed Access 275
Poblacion Inside Station 1 9.8609700 126.10057 Reserve 275
Uba 9.2945800 126.20955 Managed Access 275
B: Mantalip Marine Reserve 9.7987100 123.16000 Managed Access 272
Caub 9.9082100 125.88614 Managed Access 272
Pamosaingan Outside Station 1 9.6591400 125.91020 Managed Access 272
Ayoke Marine Protected Area 9.3864440 126.04936 Managed Access 271
Salvacion Inside Station 2 9.8535500 126.10806 Reserve 267
A: Caub Marine Sanctuary 9.9020900 125.88267 Reserve 263
T. Arlan Marine Protected Area 10.0140600 126.02107 Reserve 263
Ragnas Marine Protected Area 12.9779800 124.15756 Reserve 262
San Salvador Marine Protected Area 15.5236000 119.89597 Reserve 262
Burgos Outside Station 4 10.0317100 126.07484 Managed Access 260
Ragnas Marine Protected Area 12.9679000 124.16430 Managed Access 260
Talisay Outside Station 2 9.9702000 125.97849 Managed Access 257
Caub Fish Sanctuary 9.8997900 125.88140 Reserve 252
Gen Luna Marine Protected Area 9.7457000 126.15482 Managed Access 251
A: Litayun Fish Sanctuary 7.4369900 122.98296 Managed Access 249
Libertad2 11.7551000 121.86043 Reserve 249
Caringo Fish Sanctuary 14.0331900 123.09594 Managed Access 248
B: Caub Marine Sanctuary 9.9082100 125.88614 Managed Access 245
Ragnas Marine Protected Area 12.9679000 124.16430 Reserve 245
Dapa2 9.6880400 126.06481 Reserve 243
Iniban MS 9.8851500 123.15020 Managed Access 243
Corregidor 9.6966000 126.08943 Managed Access 238
Libertad3 11.7546900 121.86247 Reserve 238
San Salvador Marine Protected Area 15.5296800 119.90509 Managed Access 238
Iniban MS 9.8904430 123.14848 Reserve 237
B: Mabuhay Marine Park 7.4165800 122.94522 Managed Access 236
Burgos Marine Protected Area 9.2432900 126.19512 Reserve 236
Poblacion Marine Protected Area 9.2799860 126.20428 Reserve 236
Ayoke 9.3993100 126.05181 Managed Access 235
Corregidor Fish Sanctuary 9.6890700 126.07477 Reserve 234
Pamosaingan Marine Sanctuary 9.6932300 125.91211 Reserve 234
Patria Inside Station 1 11.7328600 122.01403 Reserve 232
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9847000 123.41943 Managed Access 231
Mantalip 9.7970800 123.16926 Reserve 228
AGCA 13.9863300 123.42191 Reserve 226
B: Ermita Marine Protected Area 10.4465000 123.43900 Managed Access 224
B: Litayun Fish Sanctuary 7.4465100 122.96776 Reserve 224
AGCA 13.9598100 123.42056 Managed Access 223
Libertad1 11.7571800 121.85178 Managed Access 221
A: Lampinigan Fish Sanctuary 7.6528700 123.07174 Reserve 219
Dapa1 9.6929800 126.07260 Reserve 218
AGCA 13.9911500 123.41275 Managed Access 217
Corregidor Fish Sanctuary 9.6966000 126.08943 Managed Access 217
Uba 9.2853200 126.20411 Managed Access 217
T. Arlan Outside Station 2 10.0188700 126.02085 Managed Access 216
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9661600 123.42628 Reserve 215
Burgos Inside Station 1 10.0205500 126.07485 Reserve 215
Poblacion 9.2792900 126.20425 Reserve 215
San Antonio 14.0387600 123.39632 Managed Access 215
Ayoke Marine Protected Area 9.3870100 126.04217 Managed Access 214
Gen. Island 9.4109600 126.02570 Managed Access 213
Cloud 9 Outside Station 2 9.8147600 126.16052 Managed Access 212
Dapa6 9.6986800 126.07593 Managed Access 212
Tulang Diot Inside Station1 10.7199700 124.31458 Reserve 212
Takot-Lawum Proposed Marine Protected Area 7.7621100 122.69500 Managed Access 210
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.9896100 123.41524 Managed Access 209
Alegria Inside Station 2 10.0615800 126.06829 Reserve 209
DC2 9.9020900 125.88267 Reserve 207
Pandilosan Island Marine Sanctuary 7.4622300 122.69366 Reserve 207
T. Arlan Marine Protected Area 10.0188700 126.02085 Managed Access 205
Ayoke Marine Protected Area 9.3951200 126.04926 Managed Access 202
Talisay Marine Fish Sanctuary 9.9702000 125.97849 Managed Access 202
Ayoke 9.3849700 126.04540 Managed Access 200
Maribojoc Marine Protected Area 9.9472300 125.95507 Reserve 199
A: San Juan Marine Protected Area 10.4548200 123.44734 Reserve 197
Burgos Marine Protected Area 9.2474400 126.19598 Reserve 196
A. Tambanan Fish Sanctuary 7.3103200 122.80001 Reserve 195
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.0403900 123.39462 Managed Access 193
Daku Is. Outside Station 2 9.7465400 126.16176 Managed Access 193
AGCA 13.9681400 123.42492 Reserve 191
B. Tambanan Fish Sanctuary 7.3056000 122.79993 Managed Access 191
Gmca2 16.4702000 -85.92020 Managed Access 191
Libertad6 11.7541200 121.87232 Managed Access 190
Pamosaingan Marine Sanctuary 9.7032100 125.91297 Managed Access 189
Tulang Diot Inside Station2 10.7198300 124.48389 Reserve 189
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5938400 123.55975 Managed Access 185
Burgos 9.2474400 126.19598 Reserve 185
Punto 8 16.4060000 -862.74000 Reserve 185
Atulayan Bay Fish Sanctuary and Marine Reserve 13.5928400 123.47107 Reserve 184
Dapa5 9.6986400 126.08733 Managed Access 179
Buluan Island Marine Sanctuary 7.6831740 122.53354 Managed Access 177
Caringo Fish Sanctuary 14.0309700 123.10873 Managed Access 175
A: Alegria Marine Protected Area 10.0615800 126.06829 Reserve 174
Burgos Outside Station 3 10.0268000 126.07419 Managed Access 172
Iniban MS 9.8921600 123.14817 Managed Access 172
Mantalip 9.8029700 123.16810 Managed Access 172
Hambongan Marine Protected Area 10.0903100 124.00042 Managed Access 171
Pilar Park Outside Station2 10.7967400 124.57027 Managed Access 171
Gmc3 -16.4445900 -85.94862 Managed Access 170
Salvacion Marine Protected Area 9.8535500 126.10806 Reserve 170
B: Iniban Marine Sanctuary 9.8921600 123.14817 Managed Access 169
Burgos Marine Protected Area 9.2459100 126.20066 Managed Access 168
Mantalip 9.7847100 123.16228 Managed Access 168
Pandilosan Island Marine Sanctuary 7.4605700 122.68827 Reserve 168
AGCA 13.9847000 123.41943 Reserve 167
Pamosaingan Marine Sanctuary 9.6591400 125.91020 Managed Access 167
Glca2 16.4400000 -85.85990 Managed Access 166
San Isidro MPA Outside Station1 10.6148900 124.36065 Managed Access 166
Ayoke 9.3864400 126.04936 Managed Access 165
DC3 9.9013900 125.88167 Reserve 163
Tingib Inside Station 1 11.7284400 122.04581 Reserve 162
A: Burgos Marine Protected Area 10.0238000 126.07485 Reserve 161
B: Tandu Balasan Marine Protected Area 7.7780600 122.70861 Managed Access 160
Puertobello MPA Inside Station1 10.6878500 124.49812 Reserve 160
Dapdap Inside Station1 10.7907500 124.52159 Reserve 159
Gmia1 16.4783000 -85.88890 Reserve 159
A: Mabuhay Marine Park 7.4030800 122.94822 Reserve 157
Gmia2 16.4860000 -85.91656 Reserve 157
Libertad4 11.7548000 121.86369 Reserve 157
Talisay Inside Station 1 9.9594500 125.99199 Reserve 157
Inusukan Inside Station1 10.7071700 124.47272 Reserve 156
Gmca1 16.5200000 -85.85000 Managed Access 155
Nagub-an MPA Inside Station1 10.6856200 124.30733 Reserve 154
Calmante Proposed Station1 10.6386900 124.49599 Reserve 153
AGCA 13.9661600 123.42628 Reserve 152
Villahermosa Inside Station1 10.6704500 124.51665 Reserve 152
Glca1 16.4431500 -85.86120 Managed Access 151
Uba 9.2872300 126.20141 Reserve 151
B: Agay-ayan-Caloco Marine Protected Areas 13.9911500 123.41275 Managed Access 150
DC6 9.8925400 125.88883 Managed Access 150
Cloud 9 Proposed Marine Protected Area 9.8250900 126.15352 Managed Access 149
Inusukan Inside Station2 10.7064200 124.47636 Reserve 149
A: Tandu Balasan Marine Protected Area 7.7780600 122.70861 Reserve 148
Ragnas Marine Protected Area 12.9739200 124.17397 Reserve 148
San Antonio 14.0334000 123.39205 Managed Access 146
DC1 9.9082100 125.88614 Managed Access 143
Mag-aba Inside Station 1 11.7286700 122.04732 Reserve 143
Buluan Island Marine Sanctuary 7.6868200 122.54579 Managed Access 142
Glca4 16.4800000 -85.86230 Managed Access 141
Pamosaingan Marine Sanctuary 9.6820400 125.91595 Reserve 141
Inusukan Outside Station3 10.7154900 124.47965 Managed Access 140
Corregidor 9.6890700 126.07477 Reserve 139
Glia1 16.4199000 -85.90000 Reserve 139
Poblacion 9.2799900 126.20428 Reserve 138
Poblacion Inside Station 2 9.8596300 126.10344 Reserve 138
Caub 9.8997900 125.88140 Reserve 134
Abriera Inside Station 1 11.5792700 122.08592 Reserve 133
Cayo Blanco 15.9280000 -86.03700 Reserve 132
Ayoke 9.4062100 126.01596 Reserve 131
Maribojoc Marine Protected Area 9.9478300 125.95408 Managed Access 131
Caringo Fish Sanctuary 14.0365000 123.09322 Reserve 130
Tigasao Inside Station 1 9.9379900 126.10743 Reserve 129
Pilar Marine Fish Sanctuary 9.8609700 126.10057 Reserve 128
Dungon Outside Station 1 11.7211400 122.02711 Managed Access 127
Gmia3 16.4969000 -85.90320 Reserve 126
Caub 9.8959800 125.88514 Reserve 125
Mabini MPA Inside Station1 10.6260900 124.42010 Reserve 123
Mabini MPA Inside Station2 10.6266500 124.41641 Reserve 123
Talisay Marine Fish Sanctuary 9.9594500 125.99199 Reserve 122
Ragnas Marine Protected Area 12.9696300 124.16306 Managed Access 120
UOIA2 16.0742000 -86.98450 Reserve 114
Glia2 16.4162000 -85.89840 Reserve 110
Mil-1 66.9483000 -175.60590 Managed Access 110
Ragnas Marine Protected Area 12.9776700 124.15639 Reserve 109
San Isidro MPA Inside Station2 10.6146200 124.35483 Reserve 109
GMCA1 16.5200000 -85.85000 Managed Access 106
Gen. Island 9.3870100 126.04217 Managed Access 106
Salvacion Inside Station 1 9.8538800 126.11036 Reserve 105
Mil-1 -66.9483000 175.60590 Managed Access 104
18 16.3900000 -863.45000 Managed Access 103
AGCA 13.9876900 123.42309 Reserve 102
GMIA2 16.4860000 -85.91656 Reserve 102
Punto 11 16.3980000 -862.99000 Reserve 102
10 16.3970000 -863.09000 Reserve 100
20 16.3890000 -863.47000 Managed Access 100
San Antonio 14.0403900 123.39462 Managed Access 100
Cloud 9 Proposed Marine Protected Area. 9.8147600 126.16052 Managed Access 99
D019 -0.7932083 130.56914 Managed Access 97
Ragnas Marine Protected Area 12.9598200 124.16238 Reserve 97
Dapa4 9.6966000 126.08943 Managed Access 96
Ragnas Marine Protected Area 12.9734300 124.17196 Reserve 94
M023 -0.3883810 131.07964 Managed Access 93
Mabini MPA Outside Station3 10.6255300 124.42918 Managed Access 93
19 16.3890000 -863.51000 Managed Access 91
Idiacacan Inside Station 1 11.6791000 122.09854 Reserve 91
Idio Inside Station 1 11.6285800 122.09555 Reserve 91
6 16.3940000 -863.13000 Reserve 88
Glia3 16.4248000 -85.90440 Reserve 88
22 16.4090000 -862.62000 Managed Access 87
Dapa3 9.6890700 126.07477 Reserve 85
M005 -0.4205000 130.92809 Reserve 84
Punto 10 16.3970000 -863.09000 Reserve 83
DC4 9.8997900 125.88140 Reserve 82
San Antonio & Salingogon Fish sanctuaries 14.0387600 123.39632 Reserve 82
Ragnas Marine Protected Area 12.9739200 124.17397 Managed Access 81
UOCA1 16.0604000 -86.96500 Reserve 81
Punto 7 16.4000000 -862.89000 Reserve 80
M013 -0.3817450 131.09405 Managed Access 79
7 16.4000000 -862.89000 Reserve 78
Inusukan Outside Station3 10.7154900 124.47970 Managed Access 77
Dapdap Inside Station2 10.7936000 124.52338 Reserve 76
Calmante Proposed Station2 10.6393700 124.49796 Reserve 75
DC5 9.8959800 125.88514 Reserve 75
Mil-3 6.8180300 -175.72300 Managed Access 75
Point 6 16.3940000 -863.13000 Reserve 74
AGCA 13.9911600 123.41450 Managed Access 73
PASIK2 -4.9673000 122.75213 Reserve 73
M008 -0.3427340 131.05412 Reserve 72
GMIA1 16.5079800 -85.88890 Reserve 71
MORAM6 -4.1262400 122.72997 Managed Access 71
Mil-3 -6.8180300 175.72300 Managed Access 71
WABUL6 -5.6276000 122.54023 Reserve 70
Mil-2 6.7352100 -175.66600 Managed Access 69
Pilar Park Inside Station1 10.7967600 124.57027 Reserve 69
UWIA2 16.0784000 -87.01050 Reserve 69
21 16.3910000 -863.24000 Managed Access 68
D023 -0.7125694 130.63916 Managed Access 68
San Antonio & Salingogon Fish sanctuaries 14.0334000 123.39205 Managed Access 67
M017 -0.4327160 130.91595 Reserve 66
MAWAS6 -5.3983400 122.27374 Managed Access 65
Libertad5 11.7545100 121.86774 Managed Access 64
17 16.4100000 -862.64000 Managed Access 63
D028 -0.7759028 130.67990 Managed Access 63
WAWON2 -4.0080000 123.13557 Managed Access 63
WABUL5 -5.6871500 122.54721 Reserve 62
5MBPC 15.8388000 -88.02000 Reserve 61
PASIK1 -4.9671400 122.78370 Reserve 61
SIONT1 -5.3155300 123.20327 Managed Access 60
D004 -0.8973583 130.83003 Managed Access 59
SAGOR4 -5.3079300 121.76372 Managed Access 59
Cloud 9 Proposed Marine Protected Area 9.8147600 126.16052 Managed Access 57
Inusukan Outside Station4 10.7154900 124.47970 Managed Access 57
MORAM1 -4.0786300 122.76952 Managed Access 57
M020 -0.4352150 130.90893 Reserve 56
M021 -0.4092620 130.98188 Managed Access 55
MORAM2 -4.1085800 122.80081 Managed Access 55
PASIK4 -5.1229000 122.61387 Managed Access 55
SIOMP1 -5.6804300 122.45918 Managed Access 55
KULIS6 -4.8343700 123.16910 Managed Access 54
Luanda_1 -14.2071200 40.57888 Reserve 54
Salvacion Marine Protected Area 9.8538800 126.11036 Reserve 54
TIWOR1 -4.5773000 122.30295 Managed Access 54
LASOL6 -3.7436500 122.43586 Reserve 53
MAGIN4 -4.8431000 122.21632 Reserve 53
MAWAS2 -5.2767200 122.26852 Managed Access 53
PASIK5 -5.1848800 122.61737 Managed Access 53
SAGOR3 -5.3597400 121.73766 Reserve 53
WABUL1 -5.6154300 122.86898 Managed Access 53
D002 -0.8188833 130.90894 Managed Access 52
D022 -0.7663889 130.90621 Reserve 52
M004 -0.4392650 130.89697 Managed Access 52
SAGOR6 -5.2367800 121.76996 Managed Access 52
Pilar Marine Fish Sanctuary 9.8596300 126.10344 Reserve 51
SIOMP4 -5.6871500 122.54721 Managed Access 51
UZ2 -4.4249800 122.79850 Managed Access 51
MAWAS1 -5.2235300 122.26439 Managed Access 50
SAGOR2 -5.3369500 121.75924 Managed Access 50
TALRAY4 -5.4883200 122.05472 Reserve 50
WAWON6 -4.0247800 123.22365 Reserve 50
7MBPC 15.8250000 -88.02340 Reserve 49
Caringo Fish Sanctuary 14.0323700 123.10469 Managed Access 49
D025 -0.6889056 130.78969 Managed Access 49
M016 -0.4056100 130.94300 Reserve 49
MORAM5 -4.1509600 122.76029 Reserve 49
TIWOR6 -4.6591000 122.29202 Managed Access 49
M022 -0.4068150 130.99257 Managed Access 48
PASIK3 -5.0918800 122.61497 Managed Access 48
TALRAY5 -5.4925300 122.07934 Reserve 48
D026 -0.6885694 130.71389 Managed Access 47
MAWAS5 -5.3698900 122.26509 Reserve 46
MORAM3 -4.1156400 122.82211 Managed Access 46
PASIK6 -5.0512200 122.73442 Reserve 46
SIOMP2 -5.6685200 122.48435 Reserve 46
6MBPC 15.8425000 -88.00250 Reserve 45
KULIS3 -4.7855200 123.15209 Managed Access 45
NTZ1 -4.3877200 122.74915 Reserve 45
1MBPC 15.9097000 -87.93020 Reserve 44
D048 -0.9210833 130.36656 Reserve 44
KAPUN3 -5.2035900 122.72163 Reserve 43
WABUL8 -5.5978900 122.87903 Reserve 43
WAWON4 -4.0076100 123.17924 Managed Access 43
2MBPC 15.8872000 -87.93680 Reserve 42
MAWAS4 -5.3565200 122.25968 Reserve 42
NTZ2 -4.4108800 122.77388 Reserve 42
SIONT5 -5.4046700 123.11939 Reserve 42
TIWOR3 -4.5773000 122.30295 Reserve 42
WAWON1 -4.0148500 123.07786 Managed Access 42
D027 -0.8882694 131.02601 Reserve 41
D038 -0.7917556 130.51009 Reserve 41
L019 -0.9121694 130.43081 Managed Access 41
D046 -0.8495778 130.87721 Reserve 40
SIONT2 -5.3365700 123.19466 Reserve 40
SIONT3 -5.3669500 123.16908 Reserve 40
TIWOR4 -4.6448000 122.33294 Reserve 40
SIOMP5 -5.6276000 122.54023 Managed Access 39
D005 -0.7880889 130.63810 Managed Access 38
D037 -0.8812750 130.73970 Managed Access 38
Mecumbo -14.2038000 40.54742 Managed Access 38
KULIS1 -4.8134200 123.12096 Reserve 37
M015 -0.4053350 131.03571 Reserve 37
TIWOR2 -4.5844600 122.33176 Managed Access 37
WAWON8 -3.9854200 123.03827 Managed Access 37
D006 -0.8283889 130.44775 Reserve 36
D024 -0.9376000 130.63835 Reserve 36
LABEN2 -3.5713500 122.35062 Managed Access 36
SIOMP6 -5.6203700 122.51912 Managed Access 36
WABUL7 -5.5889200 122.88592 Managed Access 36
D007 -0.8901306 130.92313 Reserve 35
M003 -0.3977940 131.06591 Reserve 34
SAGOR1 -5.3473800 121.78023 Managed Access 34
SIONT6 -5.4170000 123.08949 Managed Access 34
TALRAY2 -5.4931000 121.93444 Managed Access 34
WABUL2 -5.6175200 122.86648 Managed Access 34
WABUL9 -5.6203700 122.51912 Reserve 34
D010 -0.7562139 130.75573 Managed Access 33
KAPUN2 -5.2398900 122.73993 Reserve 33
B: Iniban Marine Sanctuary 9.8851500 123.15020 Managed Access 32
KULIS2 -4.8411100 123.12006 Managed Access 32
TALRAY1 -5.4759700 121.92360 Reserve 32
D041 -0.6570639 130.60092 Managed Access 31
MATAO6 -4.8151400 122.15236 Managed Access 31
MORAM7 -4.1497200 122.80367 Managed Access 31
LABEN6 -3.4933500 122.48724 Managed Access 30
MAGIN3 -4.8185800 122.29100 Managed Access 30
MATAO5 -4.8391700 122.14491 Reserve 30
Punto 17 16.4100000 -862.64000 Managed Access 29
GLIA3 16.4248000 -85.90440 Reserve 28
KULIS8 -4.7943600 123.14523 Reserve 28
LABEN1 -3.5724500 122.36899 Reserve 28
LABEN3 -3.5640400 122.34877 Reserve 28
MAWAS7 -5.3984200 122.32730 Reserve 28
Mecuta_2 -14.2068600 40.54938 Reserve 28
NTZ3 -4.4373000 122.84434 Reserve 28
GMIA1 16.5079800 -85.88890 Managed Access 27
LASOL2 -3.6879400 122.42447 Reserve 27
SIONT4 -5.3818400 123.15185 Managed Access 27
8MBPC 15.8079000 -87.98860 Managed Access 26
LASOL3 -3.7483000 122.36671 Managed Access 26
SAGOR7 -5.1245800 121.81958 Reserve 26
TALRAY7 -5.4476300 122.04902 Managed Access 26
UZ1 -4.3960100 122.75924 Managed Access 26
WAWON3 -4.0104500 123.15167 Managed Access 26
MAGIN1 -4.7732700 122.26115 Managed Access 25
Mecuta_1 -14.2192300 40.56025 Reserve 25
SIOMP7 -5.6537300 122.49270 Reserve 25
WABUL3 -5.6213600 122.86177 Managed Access 25
4MBPC 15.8601000 -88.01230 Reserve 24
M019 -0.4287390 130.91935 Reserve 24
Quissanga3 -15.0973100 40.70991 Reserve 24
Bajo calderon (2) 16.9276000 -86.05290 Managed Access 23
Bajo costa azul 1 15.8858100 -87.93247 Managed Access 23
Cayo blanco 15.9276000 -86.03990 Managed Access 23
Gmia1 16.5079800 -85.88898 Reserve 23
KAPUN5 -5.1013667 122.75119 Managed Access 23
LASOL1 -3.6846400 122.42371 Reserve 23
MAGIN5 -4.8641900 122.25579 Reserve 23
MATAO1 -4.9195400 122.08707 Managed Access 23
GLIA2 16.4162000 -85.89840 Reserve 22
Ilha-sede1 -15.0544100 40.72473 Reserve 22
KAPUN8 -5.1622600 122.74267 Managed Access 22
KULIS5 -4.8192194 123.16700 Reserve 22
LABEN5 -3.4799300 122.49000 Managed Access 22
SIOMP3 -5.6337028 122.48519 Managed Access 22
TALRAY3 -5.5214500 121.99358 Managed Access 22
KULIS7 -4.8075000 123.16700 Reserve 21
Lumbo_1 -14.9960800 40.66405 Reserve 21
MATAO2 -4.8897700 122.05219 Reserve 21
MATAO4 -4.8456700 122.11833 Reserve 21
MSF1 15.9033765 -86.19830 Managed Access 21
Quissanga1 -15.1095700 40.67490 Reserve 21
SAGOR5 -5.2800300 121.75574 Managed Access 21
TALRAY6 -5.4882900 122.07141 Reserve 21
TIWOR7 -4.6981600 122.39209 Reserve 21
KAPUN2 -5.1871700 122.73701 Reserve 20
Luanda_2 -14.2053100 40.58270 Managed Access 20
WAWON7 -3.9947400 122.96810 Managed Access 20
Bajo calderon (5) 16.0149000 -86.04280 Managed Access 19
LABEN4 -3.4930900 122.47865 Reserve 19
MAWAS3 -5.2848100 122.25244 Reserve 19
WABUL4 -5.6174472 122.85143 Managed Access 19
WAWON5 -4.0165500 123.21260 Reserve 19
Ilha-sede2 -15.0494100 40.72062 Managed Access 18
LASOL4 -3.7353400 122.35133 Managed Access 18
M006 -0.3878800 131.08499 Managed Access 18
MATAO3 -4.8909700 122.03858 Reserve 18
MSF2 15.8947332 -86.14831 Managed Access 18
Mecuta_3 -14.2148500 40.55818 Reserve 18
KULIS4 -4.8159800 123.16839 Reserve 17
MAGIN6 -4.9351200 122.32075 Managed Access 17
SIONT7 -5.3017917 123.20148 Managed Access 17
UZ3 -4.4373000 122.84434 Managed Access 17
Bajo panama 15.8514400 -87.97139 Managed Access 16
Lumbo_3 -14.9996500 40.66256 Managed Access 16
M002 -0.2415260 130.86698 Reserve 16
Bajo costa azul 2 15.8976100 -87.93827 Managed Access 15
Quissanga2 -15.1108100 40.70263 Reserve 13
Ilha-sede3 -15.0534300 40.72931 Reserve 11
LASOL5 -3.7262200 122.39161 Managed Access 11
Quissanga4 -14.0930100 40.70757 Managed Access 11
KAPUN4 -5.2501500 122.70133 Reserve 10
Calderon (4) 16.0281000 -86.02270 Managed Access 9
Lumbo_2 -14.9807800 40.65250 Reserve 9
MAGIN7 -4.8877200 122.28965 Reserve 9
PASIK8 -5.0981300 122.72398 Managed Access 9
MAGIN2 -4.7620800 122.34079 Reserve 8
MATAO7 -4.8654918 122.05043 Managed Access 8
PASIK7 -5.1010972 122.70267 Managed Access 8
KAPUN6 -5.2855500 122.68118 Managed Access 7
MAWAS8 -5.3131600 122.26286 Managed Access 7
TIWOR5 -4.6363700 122.36356 Managed Access 7
Dive site 1 NA NA Managed Access 6
Ilha-sede4 -15.0472500 40.73590 Managed Access 6
KAPUN1 -5.2338389 122.70051 Managed Access 6
KAPUN7 -5.2398900 122.73993 Managed Access 5
MORAM4 -4.1506600 122.78184 Managed Access 4
Test NA NA Managed Access 3
Mecumbo -14.1572400 40.56409 Managed Access 2
Abriera Inside Station 1 11.7284400 122.04581 Reserve 1
Gmia1 NA -85.76541 Reserve 1
Gmia1 NA NA Reserve 1
Idiacacan Inside Station 1 11.7211400 122.02711 Managed Access 1
Idio Inside Station 1 11.5792700 122.08592 Reserve 1
Mag-aba Inside Station 1 11.6791000 122.09854 Reserve 1
Patria Inside Station 1 11.7286700 122.04732 Reserve 1
Puntod Shoal Inside Station 1 11.6285800 122.09555 Reserve 1
Test NA NA Reserve 1
Tingib Inside Station 1 11.7328600 122.01403 Reserve 1

1.1. Mozambique

# Filter country == "Mozambique"
ff2_fish_moz <- ff2_fish %>%
  filter(country == "Mozambique")

# Get unique sites (location_name)
ff2_fish_moz_sites <- ff2_fish_moz %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_fish_moz_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
Luanda_1 -14.20712 40.57888 Reserve 54
Mecumbo -14.20380 40.54742 Managed Access 38
Mecuta_2 -14.20686 40.54938 Reserve 28
Mecuta_1 -14.21923 40.56025 Reserve 25
Quissanga3 -15.09731 40.70991 Reserve 24
Ilha-sede1 -15.05441 40.72473 Reserve 22
Lumbo_1 -14.99608 40.66405 Reserve 21
Quissanga1 -15.10957 40.67490 Reserve 21
Luanda_2 -14.20531 40.58270 Managed Access 20
Ilha-sede2 -15.04941 40.72062 Managed Access 18
Mecuta_3 -14.21485 40.55818 Reserve 18
Lumbo_3 -14.99965 40.66256 Managed Access 16
Quissanga2 -15.11081 40.70263 Reserve 13
Ilha-sede3 -15.05343 40.72931 Reserve 11
Quissanga4 -14.09301 40.70757 Managed Access 11
Lumbo_2 -14.98078 40.65250 Reserve 9
Ilha-sede4 -15.04725 40.73590 Managed Access 6
Test NA NA Managed Access 3
Mecumbo -14.15724 40.56409 Managed Access 2
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_moz <- ff2_fish_moz %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_moz %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
Mecumbo 2 2

1.2. Honduras

# Filter country == "Honduras"
ff2_fish_hon <- ff2_fish %>%
  filter(country == "Honduras")

# Get unique sites (location_name)
ff2_fish_hon_sites <- ff2_fish_hon %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_fish_hon_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
Gmca2 16.47020 -85.92020 Managed Access 191
Punto 8 16.40600 -862.74000 Reserve 185
Gmc3 -16.44459 -85.94862 Managed Access 170
Glca2 16.44000 -85.85990 Managed Access 166
Gmia1 16.47830 -85.88890 Reserve 159
Gmia2 16.48600 -85.91656 Reserve 157
Gmca1 16.52000 -85.85000 Managed Access 155
Glca1 16.44315 -85.86120 Managed Access 151
Glca4 16.48000 -85.86230 Managed Access 141
Glia1 16.41990 -85.90000 Reserve 139
Cayo Blanco 15.92800 -86.03700 Reserve 132
Gmia3 16.49690 -85.90320 Reserve 126
UOIA2 16.07420 -86.98450 Reserve 114
Glia2 16.41620 -85.89840 Reserve 110
Mil-1 66.94830 -175.60590 Managed Access 110
GMCA1 16.52000 -85.85000 Managed Access 106
Mil-1 -66.94830 175.60590 Managed Access 104
18 16.39000 -863.45000 Managed Access 103
GMIA2 16.48600 -85.91656 Reserve 102
Punto 11 16.39800 -862.99000 Reserve 102
10 16.39700 -863.09000 Reserve 100
20 16.38900 -863.47000 Managed Access 100
19 16.38900 -863.51000 Managed Access 91
6 16.39400 -863.13000 Reserve 88
Glia3 16.42480 -85.90440 Reserve 88
22 16.40900 -862.62000 Managed Access 87
Punto 10 16.39700 -863.09000 Reserve 83
UOCA1 16.06040 -86.96500 Reserve 81
Punto 7 16.40000 -862.89000 Reserve 80
7 16.40000 -862.89000 Reserve 78
Mil-3 6.81803 -175.72300 Managed Access 75
Point 6 16.39400 -863.13000 Reserve 74
GMIA1 16.50798 -85.88890 Reserve 71
Mil-3 -6.81803 175.72300 Managed Access 71
Mil-2 6.73521 -175.66600 Managed Access 69
UWIA2 16.07840 -87.01050 Reserve 69
21 16.39100 -863.24000 Managed Access 68
17 16.41000 -862.64000 Managed Access 63
5MBPC 15.83880 -88.02000 Reserve 61
7MBPC 15.82500 -88.02340 Reserve 49
6MBPC 15.84250 -88.00250 Reserve 45
1MBPC 15.90970 -87.93020 Reserve 44
2MBPC 15.88720 -87.93680 Reserve 42
Punto 17 16.41000 -862.64000 Managed Access 29
GLIA3 16.42480 -85.90440 Reserve 28
GMIA1 16.50798 -85.88890 Managed Access 27
8MBPC 15.80790 -87.98860 Managed Access 26
4MBPC 15.86010 -88.01230 Reserve 24
Bajo calderon (2) 16.92760 -86.05290 Managed Access 23
Bajo costa azul 1 15.88581 -87.93247 Managed Access 23
Cayo blanco 15.92760 -86.03990 Managed Access 23
Gmia1 16.50798 -85.88898 Reserve 23
GLIA2 16.41620 -85.89840 Reserve 22
MSF1 15.90338 -86.19830 Managed Access 21
Bajo calderon (5) 16.01490 -86.04280 Managed Access 19
MSF2 15.89473 -86.14831 Managed Access 18
Bajo panama 15.85144 -87.97139 Managed Access 16
Bajo costa azul 2 15.89761 -87.93827 Managed Access 15
Calderon (4) 16.02810 -86.02270 Managed Access 9
Dive site 1 NA NA Managed Access 6
Gmia1 NA -85.76541 Reserve 1
Gmia1 NA NA Reserve 1
Test NA NA Reserve 1
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_hon <- ff2_fish_hon %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_hon %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
Gmia1 3 4
Mil-1 2 2
Mil-3 2 2

1.3. Indonesia

# Filter country == "Indonesia"
ff2_fish_ind <- ff2_fish %>%
  filter(country == "Indonesia")

# Get unique sites (location_name)
ff2_fish_ind_sites <- ff2_fish_ind %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_fish_ind_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
D019 -0.7932083 130.5691 Managed Access 97
M023 -0.3883810 131.0796 Managed Access 93
M005 -0.4205000 130.9281 Reserve 84
M013 -0.3817450 131.0941 Managed Access 79
PASIK2 -4.9673000 122.7521 Reserve 73
M008 -0.3427340 131.0541 Reserve 72
MORAM6 -4.1262400 122.7300 Managed Access 71
WABUL6 -5.6276000 122.5402 Reserve 70
D023 -0.7125694 130.6392 Managed Access 68
M017 -0.4327160 130.9159 Reserve 66
MAWAS6 -5.3983400 122.2737 Managed Access 65
D028 -0.7759028 130.6799 Managed Access 63
WAWON2 -4.0080000 123.1356 Managed Access 63
WABUL5 -5.6871500 122.5472 Reserve 62
PASIK1 -4.9671400 122.7837 Reserve 61
SIONT1 -5.3155300 123.2033 Managed Access 60
D004 -0.8973583 130.8300 Managed Access 59
SAGOR4 -5.3079300 121.7637 Managed Access 59
MORAM1 -4.0786300 122.7695 Managed Access 57
M020 -0.4352150 130.9089 Reserve 56
M021 -0.4092620 130.9819 Managed Access 55
MORAM2 -4.1085800 122.8008 Managed Access 55
PASIK4 -5.1229000 122.6139 Managed Access 55
SIOMP1 -5.6804300 122.4592 Managed Access 55
KULIS6 -4.8343700 123.1691 Managed Access 54
TIWOR1 -4.5773000 122.3029 Managed Access 54
LASOL6 -3.7436500 122.4359 Reserve 53
MAGIN4 -4.8431000 122.2163 Reserve 53
MAWAS2 -5.2767200 122.2685 Managed Access 53
PASIK5 -5.1848800 122.6174 Managed Access 53
SAGOR3 -5.3597400 121.7377 Reserve 53
WABUL1 -5.6154300 122.8690 Managed Access 53
D002 -0.8188833 130.9089 Managed Access 52
D022 -0.7663889 130.9062 Reserve 52
M004 -0.4392650 130.8970 Managed Access 52
SAGOR6 -5.2367800 121.7700 Managed Access 52
SIOMP4 -5.6871500 122.5472 Managed Access 51
UZ2 -4.4249800 122.7985 Managed Access 51
MAWAS1 -5.2235300 122.2644 Managed Access 50
SAGOR2 -5.3369500 121.7592 Managed Access 50
TALRAY4 -5.4883200 122.0547 Reserve 50
WAWON6 -4.0247800 123.2237 Reserve 50
D025 -0.6889056 130.7897 Managed Access 49
M016 -0.4056100 130.9430 Reserve 49
MORAM5 -4.1509600 122.7603 Reserve 49
TIWOR6 -4.6591000 122.2920 Managed Access 49
M022 -0.4068150 130.9926 Managed Access 48
PASIK3 -5.0918800 122.6150 Managed Access 48
TALRAY5 -5.4925300 122.0793 Reserve 48
D026 -0.6885694 130.7139 Managed Access 47
MAWAS5 -5.3698900 122.2651 Reserve 46
MORAM3 -4.1156400 122.8221 Managed Access 46
PASIK6 -5.0512200 122.7344 Reserve 46
SIOMP2 -5.6685200 122.4844 Reserve 46
KULIS3 -4.7855200 123.1521 Managed Access 45
NTZ1 -4.3877200 122.7492 Reserve 45
D048 -0.9210833 130.3666 Reserve 44
KAPUN3 -5.2035900 122.7216 Reserve 43
WABUL8 -5.5978900 122.8790 Reserve 43
WAWON4 -4.0076100 123.1792 Managed Access 43
MAWAS4 -5.3565200 122.2597 Reserve 42
NTZ2 -4.4108800 122.7739 Reserve 42
SIONT5 -5.4046700 123.1194 Reserve 42
TIWOR3 -4.5773000 122.3029 Reserve 42
WAWON1 -4.0148500 123.0779 Managed Access 42
D027 -0.8882694 131.0260 Reserve 41
D038 -0.7917556 130.5101 Reserve 41
L019 -0.9121694 130.4308 Managed Access 41
D046 -0.8495778 130.8772 Reserve 40
SIONT2 -5.3365700 123.1947 Reserve 40
SIONT3 -5.3669500 123.1691 Reserve 40
TIWOR4 -4.6448000 122.3329 Reserve 40
SIOMP5 -5.6276000 122.5402 Managed Access 39
D005 -0.7880889 130.6381 Managed Access 38
D037 -0.8812750 130.7397 Managed Access 38
KULIS1 -4.8134200 123.1210 Reserve 37
M015 -0.4053350 131.0357 Reserve 37
TIWOR2 -4.5844600 122.3318 Managed Access 37
WAWON8 -3.9854200 123.0383 Managed Access 37
D006 -0.8283889 130.4478 Reserve 36
D024 -0.9376000 130.6384 Reserve 36
LABEN2 -3.5713500 122.3506 Managed Access 36
SIOMP6 -5.6203700 122.5191 Managed Access 36
WABUL7 -5.5889200 122.8859 Managed Access 36
D007 -0.8901306 130.9231 Reserve 35
M003 -0.3977940 131.0659 Reserve 34
SAGOR1 -5.3473800 121.7802 Managed Access 34
SIONT6 -5.4170000 123.0895 Managed Access 34
TALRAY2 -5.4931000 121.9344 Managed Access 34
WABUL2 -5.6175200 122.8665 Managed Access 34
WABUL9 -5.6203700 122.5191 Reserve 34
D010 -0.7562139 130.7557 Managed Access 33
KAPUN2 -5.2398900 122.7399 Reserve 33
KULIS2 -4.8411100 123.1201 Managed Access 32
TALRAY1 -5.4759700 121.9236 Reserve 32
D041 -0.6570639 130.6009 Managed Access 31
MATAO6 -4.8151400 122.1524 Managed Access 31
MORAM7 -4.1497200 122.8037 Managed Access 31
LABEN6 -3.4933500 122.4872 Managed Access 30
MAGIN3 -4.8185800 122.2910 Managed Access 30
MATAO5 -4.8391700 122.1449 Reserve 30
KULIS8 -4.7943600 123.1452 Reserve 28
LABEN1 -3.5724500 122.3690 Reserve 28
LABEN3 -3.5640400 122.3488 Reserve 28
MAWAS7 -5.3984200 122.3273 Reserve 28
NTZ3 -4.4373000 122.8443 Reserve 28
LASOL2 -3.6879400 122.4245 Reserve 27
SIONT4 -5.3818400 123.1518 Managed Access 27
LASOL3 -3.7483000 122.3667 Managed Access 26
SAGOR7 -5.1245800 121.8196 Reserve 26
TALRAY7 -5.4476300 122.0490 Managed Access 26
UZ1 -4.3960100 122.7592 Managed Access 26
WAWON3 -4.0104500 123.1517 Managed Access 26
MAGIN1 -4.7732700 122.2612 Managed Access 25
SIOMP7 -5.6537300 122.4927 Reserve 25
WABUL3 -5.6213600 122.8618 Managed Access 25
M019 -0.4287390 130.9194 Reserve 24
KAPUN5 -5.1013667 122.7512 Managed Access 23
LASOL1 -3.6846400 122.4237 Reserve 23
MAGIN5 -4.8641900 122.2558 Reserve 23
MATAO1 -4.9195400 122.0871 Managed Access 23
KAPUN8 -5.1622600 122.7427 Managed Access 22
KULIS5 -4.8192194 123.1670 Reserve 22
LABEN5 -3.4799300 122.4900 Managed Access 22
SIOMP3 -5.6337028 122.4852 Managed Access 22
TALRAY3 -5.5214500 121.9936 Managed Access 22
KULIS7 -4.8075000 123.1670 Reserve 21
MATAO2 -4.8897700 122.0522 Reserve 21
MATAO4 -4.8456700 122.1183 Reserve 21
SAGOR5 -5.2800300 121.7557 Managed Access 21
TALRAY6 -5.4882900 122.0714 Reserve 21
TIWOR7 -4.6981600 122.3921 Reserve 21
KAPUN2 -5.1871700 122.7370 Reserve 20
WAWON7 -3.9947400 122.9681 Managed Access 20
LABEN4 -3.4930900 122.4787 Reserve 19
MAWAS3 -5.2848100 122.2524 Reserve 19
WABUL4 -5.6174472 122.8514 Managed Access 19
WAWON5 -4.0165500 123.2126 Reserve 19
LASOL4 -3.7353400 122.3513 Managed Access 18
M006 -0.3878800 131.0850 Managed Access 18
MATAO3 -4.8909700 122.0386 Reserve 18
KULIS4 -4.8159800 123.1684 Reserve 17
MAGIN6 -4.9351200 122.3208 Managed Access 17
SIONT7 -5.3017917 123.2015 Managed Access 17
UZ3 -4.4373000 122.8443 Managed Access 17
M002 -0.2415260 130.8670 Reserve 16
LASOL5 -3.7262200 122.3916 Managed Access 11
KAPUN4 -5.2501500 122.7013 Reserve 10
MAGIN7 -4.8877200 122.2896 Reserve 9
PASIK8 -5.0981300 122.7240 Managed Access 9
MAGIN2 -4.7620800 122.3408 Reserve 8
MATAO7 -4.8654918 122.0504 Managed Access 8
PASIK7 -5.1010972 122.7027 Managed Access 8
KAPUN6 -5.2855500 122.6812 Managed Access 7
MAWAS8 -5.3131600 122.2629 Managed Access 7
TIWOR5 -4.6363700 122.3636 Managed Access 7
KAPUN1 -5.2338389 122.7005 Managed Access 6
KAPUN7 -5.2398900 122.7399 Managed Access 5
MORAM4 -4.1506600 122.7818 Managed Access 4
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_ind <- ff2_fish_ind %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_ind %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
KAPUN2 2 2

1.4. Philippines

# Filter country == "Philippines"
ff2_fish_phi <- ff2_fish %>%
  filter(country == "Philippines")

# Get unique sites (location_name)
ff2_fish_phi_sites <- ff2_fish_phi %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_fish_phi_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
Mantalip Marine Reserve 9.797890 123.1695 Reserve 1825
Atulayan Bay Fish Sanctuary and Marine Reserve 13.592430 123.5673 Reserve 1646
Atulayan Bay Fish Sanctuary and Marine Reserve 13.579690 123.5633 Reserve 1497
Mantalip Marine Reserve 9.784710 123.1623 Managed Access 1421
Atulayan Bay Fish Sanctuary and Marine Reserve 13.582880 123.5760 Managed Access 1413
Iniban Marine Sanctuary 9.889260 123.1487 Reserve 1411
Mantalip Marine Reserve 9.798570 123.1695 Reserve 1403
Iniban Marine Sanctuary 9.885150 123.1502 Managed Access 1400
Iniban Marine Sanctuary 9.888380 123.1485 Reserve 1380
Hambongan Marine Protected Area 10.068370 124.0235 Managed Access 1377
Mantalip Marine Reserve 9.802970 123.1681 Managed Access 1371
Buluan Island Marine Sanctuary 7.680150 122.5454 Reserve 1366
Hambongan Marine Protected Area 10.069480 124.0190 Managed Access 1238
Ayoke Marine Protected Area 9.393790 126.0432 Reserve 1195
Iniban Marine Sanctuary 9.892160 123.1482 Managed Access 1181
Atulayan Bay Fish Sanctuary and Marine Reserve 13.594160 123.5597 Managed Access 1171
Ayoke Marine Protected Area 9.399310 126.0518 Managed Access 1162
Hambongan Marine Protected Area 10.057410 124.0152 Reserve 1143
Ayoke Marine Protected Area 9.390020 126.0429 Reserve 1128
1 11.400930 122.0150 Reserve 1120
2 11.412410 122.0278 Managed Access 1120
3 11.412100 122.0280 Managed Access 1120
Buluan Island Marine Sanctuary 7.687070 122.5448 Reserve 1114
Uba Marine Protected Area 9.288950 126.2075 Managed Access 1105
Hambongan Marine Protected Area 10.057810 124.0125 Reserve 1100
Uba Marine Protected Area 9.285850 126.2000 Reserve 1057
Uba Marine Protected Area 9.286250 126.2005 Reserve 1048
Buluan Island Marine Sanctuary 7.685520 122.5337 Managed Access 1038
Bahurang Aurora Fishery Reserve NA NA Reserve 1035
Bolisong Marine Sanctuary NA NA Reserve 1034
Bahurang Vigo Fishery Reserve NA NA Reserve 1004
Ermita Marine Protected Area NA NA Reserve 976
Bahurang Aurora Fishery Reserve NA NA Managed Access 961
Ermita Marine Protected Area 10.428700 123.4359 Reserve 946
Tinigbas Marine Sanctuary NA NA Reserve 925
San Salvador Marine Protected Area NA NA Reserve 900
Bahurang Vigo Fishery Reserve NA NA Managed Access 896
Buluan Island Marine Sanctuary 7.679930 122.5453 Managed Access 880
Ermita Marine Protected Area 10.427640 123.4348 Reserve 879
Mantalip Marine Reserve 9.797080 123.1693 Reserve 872
Bolisong Marine Sanctuary 9.710900 123.1598 Managed Access 867
Bolisong Marine Sanctuary NA NA Managed Access 867
Uba Marine Protected Area 9.285320 126.2041 Managed Access 858
Cabulotan Marine Reserve 9.930210 123.1799 Reserve 836
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.968140 123.4249 Reserve 829
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.986330 123.4219 Reserve 828
Malalison Island Marine Sanctuary 11.400930 122.0150 Reserve 825
Cabulotan Marine Reserve 9.934870 123.1792 Managed Access 824
Cabulotan Marine Reserve NA NA Reserve 823
Tinigbas Marine Sanctuary NA NA Managed Access 816
San Juan Marine Protected Area 10.454820 123.4473 Reserve 809
Bahurang Aurora Fishery Reserve 13.722250 120.2760 Reserve 791
Bolisong Marine Sanctuary 9.704250 123.1611 Reserve 790
Mantalip Marine Reserve 9.789240 123.1672 Managed Access 778
Bolisong Marine Sanctuary 9.701710 123.1607 Reserve 766
Ragnas Marine Protected Area 12.973430 124.1720 Managed Access 762
Bahurang Vigo Fishery Reserve 13.861380 120.1941 Reserve 722
Bolisong Marine Sanctuary 9.698780 123.1599 Managed Access 718
Buluan Island Marine Sanctuary 7.686820 122.5458 Reserve 705
Ragnas NA NA Reserve 705
Cabulotan Marine Reserve 9.931350 123.1795 Reserve 702
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.984700 123.4194 Reserve 685
Ragnas NA NA Managed Access 685
Caub Fish Sanctuary 9.892540 125.8888 Managed Access 681
Hambongan Marine Protected Area 10.068730 124.0245 Managed Access 680
Bahurang Vigo Fishery Reserve 13.829670 120.1857 Managed Access 676
Cabulotan Marine Reserve NA NA Managed Access 674
Bahurang Aurora Fishery Reserve 13.716610 120.2736 Reserve 669
Malalison Island Marine Sanctuary 11.896000 122.0210 Managed Access 660
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.991150 123.4128 Managed Access 658
Cabulotan Marine Reserve 9.926230 123.1795 Managed Access 657
Tinigbas Marine Sanctuary 11.757180 121.8518 Managed Access 642
Bahurang Vigo Fishery Reserve 13.858070 120.1872 Reserve 638
Bahurang Aurora Fishery Reserve 13.707660 120.2756 Managed Access 637
Iniban Marine Sanctuary 9.890440 123.1485 Reserve 635
Caub Fish Sanctuary 9.901390 125.8817 Reserve 627
Tinigbas Marine Sanctuary 11.754690 121.8625 Reserve 614
Malalison Island Marine Sanctuary 11.412100 122.0280 Managed Access 611
Buluan Island Marine Sanctuary 7.683170 122.5335 Managed Access 605
Tinigbas Marine Sanctuary 11.755100 121.8604 Reserve 598
San Salvador Marine Protected Area 15.524790 119.8952 Reserve 597
Ermita Marine Protected Area 10.428730 123.4239 Managed Access 588
Atulayan Bay Fish Sanctuary and Marine Reserve 13.592840 123.5711 Reserve 585
Bahurang Aurora Fishery Reserve 13.733430 120.2810 Managed Access 585
Buluan Island Marine Sanctuary 7.679930 122.5453 Reserve 584
Corregidor Fish Sanctuary 9.688040 126.0648 Reserve 576
Iniban Marine Sanctuary 9.893070 123.1483 Managed Access 574
Ayoke Marine Protected Area 9.406205 126.0160 Reserve 572
Ayoke Marine Protected Area 9.402580 126.0147 Managed Access 564
Tinigbas Marine Sanctuary 11.754120 121.8723 Managed Access 560
Caub Fish Sanctuary 9.902090 125.8827 Managed Access 559
Atulayan Bay Fish Sanctuary and Marine Reserve 13.597580 123.5674 Managed Access 539
Corregidor Fish Sanctuary 9.692980 126.0726 Reserve 538
Ermita Marine Protected Area NA NA Managed Access 536
San Salvador Marine Protected Area NA NA Managed Access 530
Uba Marine Protected Area 9.287230 126.2014 Reserve 525
Hambongan Marine Protected Area 10.058190 124.0146 Reserve 523
Buluan Island Marine Sanctuary 7.687070 122.5448 Managed Access 519
Hambongan Marine Protected Area 10.093480 124.0492 Managed Access 514
Bahurang Vigo Fishery Reserve 13.830910 120.1783 Managed Access 505
San Salvador Marine Protected Area 15.521990 119.8962 Reserve 503
Corregidor Fish Sanctuary 9.698680 126.0759 Managed Access 497
A: Ermita Marine Protected Area 10.427640 123.4348 Reserve 496
Malalison 11.400930 122.0150 Reserve 495
Caub Fish Sanctuary 9.908210 125.8861 Managed Access 492
Hambongan Marine Protected Area 10.086860 123.9933 Managed Access 490
Ermita Marine Protected Area 10.446500 123.4390 Managed Access 485
Corregidor Fish Sanctuary 9.698640 126.0873 Managed Access 478
Ragnas Marine Protected Area 12.969590 124.1619 Reserve 475
Ayoke Marine Protected Area 9.410960 126.0257 Managed Access 472
Iniban MS 9.888380 123.1485 Reserve 472
T. Arlan Inside Station 1 10.014060 126.0211 Reserve 468
A: Corregidor Fish Sanctuary 9.688040 126.0648 Reserve 463
Mantalip 9.797890 123.1695 Reserve 455
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.987690 123.4231 Reserve 454
Pamosaingan Inside Station 2 9.693230 125.9121 Reserve 454
Ayoke Marine Protected Area 9.384970 126.0454 Managed Access 449
Caub 9.901390 125.8817 Reserve 444
Ragnas Marine Protected Area 12.959820 124.1624 Managed Access 430
San Salvador Marine Protected Area 15.530120 119.9082 Managed Access 430
A: Tinigbas Marine Sanctuary 11.755100 121.8604 Reserve 427
Bolisong Marine Sanctuary 9.708760 123.1608 Managed Access 426
A: Buluan Island Marine Sanctuary 7.687070 122.5448 Reserve 424
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.959810 123.4206 Managed Access 421
Corregidor 9.688040 126.0648 Reserve 421
Iniban MS 9.889260 123.1487 Reserve 420
Corregidor 9.698680 126.0759 Managed Access 419
Daku Is. Outside Station 1 9.745700 126.1548 Managed Access 419
San Salvador Marine Protected Area 15.517800 119.8974 Managed Access 412
Caringo Fish Sanctuary NA NA Reserve 411
Caringo Fish Sanctuary NA NA Managed Access 409
Poblacion Inside Station 1 9.740430 126.1302 Reserve 407
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.038760 123.3963 Managed Access 393
Uba Marine Protected Area 9.294580 126.2095 Managed Access 393
San Juan Marine Protected Area NA NA Reserve 390
Malalison 11.412410 122.0278 Managed Access 385
Ragnas Marine Protected Area 12.969590 124.1619 Managed Access 384
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.991160 123.4145 Managed Access 380
Bahurang Aurora Fishery Reserve 13.725390 120.2750 Reserve 379
Caub 9.902090 125.8827 Reserve 378
Uba Marine Protected Area 9.286250 126.2005 Managed Access 377
B: Corregidor Fish Sanctuary 9.698680 126.0759 Managed Access 375
Corregidor 9.698640 126.0873 Managed Access 373
Maribojoc Inside Station 1 9.947230 125.9551 Reserve 370
Bolisong Marine Sanctuary 9.706010 123.1611 Reserve 366
Ragnas Marine Protected Area 12.969630 124.1631 Reserve 363
Ayoke 9.390020 126.0429 Reserve 360
Bahurang Vigo Fishery Reserve 13.859750 120.1982 Reserve 360
A: Roseller T. Lim Marine Protected Area 7.629600 122.4948 Reserve 359
Corregidor 9.692980 126.0726 Reserve 358
B: Tinigbas Marine Sanctuary 11.757180 121.8518 Managed Access 356
Ayoke Marine Protected Area 9.392430 126.0447 Managed Access 354
Caub 9.892540 125.8888 Managed Access 349
Poblacion Marine Protected Area 9.279290 126.2043 Reserve 349
Pamosaingan Inside Station 1 9.682040 125.9159 Reserve 346
A: Sand bar Marine Sanctuary 7.535480 122.7264 Reserve 341
Pamosaingan Outside Station 2 9.703210 125.9130 Managed Access 339
Uba 9.285850 126.2000 Reserve 337
A: Iniban Marine Sanctuary 9.889260 123.1487 Reserve 335
B: Bangaan Marine Sanctuary 7.497400 122.4358 Managed Access 334
A: Bangaan Marine Sanctuary 7.487500 122.4150 Reserve 332
Mantalip 9.798710 123.1600 Reserve 331
Cloud 9 Outside Station 1 9.825090 126.1535 Managed Access 323
Puntod Shoal Inside Station 1 11.607464 122.0182 Reserve 323
Ragnas Marine Protected Area 12.979310 124.1566 Reserve 321
Uba 9.286250 126.2005 Reserve 320
Caringo Fish Sanctuary 14.033670 123.0942 Reserve 319
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.033400 123.3920 Managed Access 318
Tinigbas Marine Sanctuary 11.754800 121.8637 Reserve 318
A: Agay-ayan-Caloco Marine Protected Areas 13.991150 123.4128 Reserve 314
Alegria Inside Station 1 10.062500 126.0667 Reserve 313
Maribojoc Outside Station 2 9.947830 126.9541 Managed Access 311
Gen Luna Marine Protected Area 9.740430 126.1302 Reserve 310
Malalison 11.412100 122.0280 Managed Access 309
Bahurang Vigo Fishery Reserve 13.828600 120.2125 Managed Access 308
Burgos Inside Station 2 10.023800 126.0748 Reserve 308
A: Moyong Fish Sanctuary 7.581080 123.0469 Reserve 307
Gen. Island 9.402580 126.0147 Managed Access 306
Caub Fish Sanctuary 9.895980 125.8851 Reserve 302
Ayoke Marine Protected Area 9.393790 126.0432 Managed Access 300
A: Mantalip Marine Reserve 9.798710 123.1600 Reserve 298
Burgos 9.243290 126.1951 Reserve 293
Uba 9.288950 126.2075 Managed Access 291
Ayoke 9.393790 126.0432 Reserve 289
B: Buluan Island Marine Sanctuary 7.687180 122.5328 Managed Access 284
Caringo Fish Sanctuary 14.034900 123.0931 Reserve 282
A: Takot Siari Marine Protected Area 7.426280 122.7697 Reserve 278
B: Takot Siari Marine Protected Area 7.428820 122.7784 Managed Access 278
Poblacion Inside Station 2 9.749000 126.1412 Reserve 277
Tinigbas Marine Sanctuary 11.754510 121.8677 Managed Access 277
Bahurang Aurora Fishery Reserve 13.707370 120.2725 Managed Access 275
Poblacion Inside Station 1 9.860970 126.1006 Reserve 275
Uba 9.294580 126.2095 Managed Access 275
B: Mantalip Marine Reserve 9.798710 123.1600 Managed Access 272
Caub 9.908210 125.8861 Managed Access 272
Pamosaingan Outside Station 1 9.659140 125.9102 Managed Access 272
Ayoke Marine Protected Area 9.386444 126.0494 Managed Access 271
Salvacion Inside Station 2 9.853550 126.1081 Reserve 267
A: Caub Marine Sanctuary 9.902090 125.8827 Reserve 263
T. Arlan Marine Protected Area 10.014060 126.0211 Reserve 263
Ragnas Marine Protected Area 12.977980 124.1576 Reserve 262
San Salvador Marine Protected Area 15.523600 119.8960 Reserve 262
Burgos Outside Station 4 10.031710 126.0748 Managed Access 260
Ragnas Marine Protected Area 12.967900 124.1643 Managed Access 260
Talisay Outside Station 2 9.970200 125.9785 Managed Access 257
Caub Fish Sanctuary 9.899790 125.8814 Reserve 252
Gen Luna Marine Protected Area 9.745700 126.1548 Managed Access 251
A: Litayun Fish Sanctuary 7.436990 122.9830 Managed Access 249
Libertad2 11.755100 121.8604 Reserve 249
Caringo Fish Sanctuary 14.033190 123.0959 Managed Access 248
B: Caub Marine Sanctuary 9.908210 125.8861 Managed Access 245
Ragnas Marine Protected Area 12.967900 124.1643 Reserve 245
Dapa2 9.688040 126.0648 Reserve 243
Iniban MS 9.885150 123.1502 Managed Access 243
Corregidor 9.696600 126.0894 Managed Access 238
Libertad3 11.754690 121.8625 Reserve 238
San Salvador Marine Protected Area 15.529680 119.9051 Managed Access 238
Iniban MS 9.890443 123.1485 Reserve 237
B: Mabuhay Marine Park 7.416580 122.9452 Managed Access 236
Burgos Marine Protected Area 9.243290 126.1951 Reserve 236
Poblacion Marine Protected Area 9.279986 126.2043 Reserve 236
Ayoke 9.399310 126.0518 Managed Access 235
Corregidor Fish Sanctuary 9.689070 126.0748 Reserve 234
Pamosaingan Marine Sanctuary 9.693230 125.9121 Reserve 234
Patria Inside Station 1 11.732860 122.0140 Reserve 232
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.984700 123.4194 Managed Access 231
Mantalip 9.797080 123.1693 Reserve 228
AGCA 13.986330 123.4219 Reserve 226
B: Ermita Marine Protected Area 10.446500 123.4390 Managed Access 224
B: Litayun Fish Sanctuary 7.446510 122.9678 Reserve 224
AGCA 13.959810 123.4206 Managed Access 223
Libertad1 11.757180 121.8518 Managed Access 221
A: Lampinigan Fish Sanctuary 7.652870 123.0717 Reserve 219
Dapa1 9.692980 126.0726 Reserve 218
AGCA 13.991150 123.4128 Managed Access 217
Corregidor Fish Sanctuary 9.696600 126.0894 Managed Access 217
Uba 9.285320 126.2041 Managed Access 217
T. Arlan Outside Station 2 10.018870 126.0208 Managed Access 216
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.966160 123.4263 Reserve 215
Burgos Inside Station 1 10.020550 126.0748 Reserve 215
Poblacion 9.279290 126.2043 Reserve 215
San Antonio 14.038760 123.3963 Managed Access 215
Ayoke Marine Protected Area 9.387010 126.0422 Managed Access 214
Gen. Island 9.410960 126.0257 Managed Access 213
Cloud 9 Outside Station 2 9.814760 126.1605 Managed Access 212
Dapa6 9.698680 126.0759 Managed Access 212
Tulang Diot Inside Station1 10.719970 124.3146 Reserve 212
Takot-Lawum Proposed Marine Protected Area 7.762110 122.6950 Managed Access 210
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.989610 123.4152 Managed Access 209
Alegria Inside Station 2 10.061580 126.0683 Reserve 209
DC2 9.902090 125.8827 Reserve 207
Pandilosan Island Marine Sanctuary 7.462230 122.6937 Reserve 207
T. Arlan Marine Protected Area 10.018870 126.0208 Managed Access 205
Ayoke Marine Protected Area 9.395120 126.0493 Managed Access 202
Talisay Marine Fish Sanctuary 9.970200 125.9785 Managed Access 202
Ayoke 9.384970 126.0454 Managed Access 200
Maribojoc Marine Protected Area 9.947230 125.9551 Reserve 199
A: San Juan Marine Protected Area 10.454820 123.4473 Reserve 197
Burgos Marine Protected Area 9.247440 126.1960 Reserve 196
A. Tambanan Fish Sanctuary 7.310320 122.8000 Reserve 195
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.040390 123.3946 Managed Access 193
Daku Is. Outside Station 2 9.746540 126.1618 Managed Access 193
AGCA 13.968140 123.4249 Reserve 191
B. Tambanan Fish Sanctuary 7.305600 122.7999 Managed Access 191
Libertad6 11.754120 121.8723 Managed Access 190
Pamosaingan Marine Sanctuary 9.703210 125.9130 Managed Access 189
Tulang Diot Inside Station2 10.719830 124.4839 Reserve 189
Atulayan Bay Fish Sanctuary and Marine Reserve 13.593840 123.5597 Managed Access 185
Burgos 9.247440 126.1960 Reserve 185
Atulayan Bay Fish Sanctuary and Marine Reserve 13.592840 123.4711 Reserve 184
Dapa5 9.698640 126.0873 Managed Access 179
Buluan Island Marine Sanctuary 7.683174 122.5335 Managed Access 177
Caringo Fish Sanctuary 14.030970 123.1087 Managed Access 175
A: Alegria Marine Protected Area 10.061580 126.0683 Reserve 174
Burgos Outside Station 3 10.026800 126.0742 Managed Access 172
Iniban MS 9.892160 123.1482 Managed Access 172
Mantalip 9.802970 123.1681 Managed Access 172
Hambongan Marine Protected Area 10.090310 124.0004 Managed Access 171
Pilar Park Outside Station2 10.796740 124.5703 Managed Access 171
Salvacion Marine Protected Area 9.853550 126.1081 Reserve 170
B: Iniban Marine Sanctuary 9.892160 123.1482 Managed Access 169
Burgos Marine Protected Area 9.245910 126.2007 Managed Access 168
Mantalip 9.784710 123.1623 Managed Access 168
Pandilosan Island Marine Sanctuary 7.460570 122.6883 Reserve 168
AGCA 13.984700 123.4194 Reserve 167
Pamosaingan Marine Sanctuary 9.659140 125.9102 Managed Access 167
San Isidro MPA Outside Station1 10.614890 124.3607 Managed Access 166
Ayoke 9.386440 126.0494 Managed Access 165
DC3 9.901390 125.8817 Reserve 163
Tingib Inside Station 1 11.728440 122.0458 Reserve 162
A: Burgos Marine Protected Area 10.023800 126.0748 Reserve 161
B: Tandu Balasan Marine Protected Area 7.778060 122.7086 Managed Access 160
Puertobello MPA Inside Station1 10.687850 124.4981 Reserve 160
Dapdap Inside Station1 10.790750 124.5216 Reserve 159
A: Mabuhay Marine Park 7.403080 122.9482 Reserve 157
Libertad4 11.754800 121.8637 Reserve 157
Talisay Inside Station 1 9.959450 125.9920 Reserve 157
Inusukan Inside Station1 10.707170 124.4727 Reserve 156
Nagub-an MPA Inside Station1 10.685620 124.3073 Reserve 154
Calmante Proposed Station1 10.638690 124.4960 Reserve 153
AGCA 13.966160 123.4263 Reserve 152
Villahermosa Inside Station1 10.670450 124.5166 Reserve 152
Uba 9.287230 126.2014 Reserve 151
B: Agay-ayan-Caloco Marine Protected Areas 13.991150 123.4128 Managed Access 150
DC6 9.892540 125.8888 Managed Access 150
Cloud 9 Proposed Marine Protected Area 9.825090 126.1535 Managed Access 149
Inusukan Inside Station2 10.706420 124.4764 Reserve 149
A: Tandu Balasan Marine Protected Area 7.778060 122.7086 Reserve 148
Ragnas Marine Protected Area 12.973920 124.1740 Reserve 148
San Antonio 14.033400 123.3920 Managed Access 146
DC1 9.908210 125.8861 Managed Access 143
Mag-aba Inside Station 1 11.728670 122.0473 Reserve 143
Buluan Island Marine Sanctuary 7.686820 122.5458 Managed Access 142
Pamosaingan Marine Sanctuary 9.682040 125.9159 Reserve 141
Inusukan Outside Station3 10.715490 124.4797 Managed Access 140
Corregidor 9.689070 126.0748 Reserve 139
Poblacion 9.279990 126.2043 Reserve 138
Poblacion Inside Station 2 9.859630 126.1034 Reserve 138
Caub 9.899790 125.8814 Reserve 134
Abriera Inside Station 1 11.579270 122.0859 Reserve 133
Ayoke 9.406210 126.0160 Reserve 131
Maribojoc Marine Protected Area 9.947830 125.9541 Managed Access 131
Caringo Fish Sanctuary 14.036500 123.0932 Reserve 130
Tigasao Inside Station 1 9.937990 126.1074 Reserve 129
Pilar Marine Fish Sanctuary 9.860970 126.1006 Reserve 128
Dungon Outside Station 1 11.721140 122.0271 Managed Access 127
Caub 9.895980 125.8851 Reserve 125
Mabini MPA Inside Station1 10.626090 124.4201 Reserve 123
Mabini MPA Inside Station2 10.626650 124.4164 Reserve 123
Talisay Marine Fish Sanctuary 9.959450 125.9920 Reserve 122
Ragnas Marine Protected Area 12.969630 124.1631 Managed Access 120
Ragnas Marine Protected Area 12.977670 124.1564 Reserve 109
San Isidro MPA Inside Station2 10.614620 124.3548 Reserve 109
Gen. Island 9.387010 126.0422 Managed Access 106
Salvacion Inside Station 1 9.853880 126.1104 Reserve 105
AGCA 13.987690 123.4231 Reserve 102
San Antonio 14.040390 123.3946 Managed Access 100
Cloud 9 Proposed Marine Protected Area. 9.814760 126.1605 Managed Access 99
Ragnas Marine Protected Area 12.959820 124.1624 Reserve 97
Dapa4 9.696600 126.0894 Managed Access 96
Ragnas Marine Protected Area 12.973430 124.1720 Reserve 94
Mabini MPA Outside Station3 10.625530 124.4292 Managed Access 93
Idiacacan Inside Station 1 11.679100 122.0985 Reserve 91
Idio Inside Station 1 11.628580 122.0956 Reserve 91
Dapa3 9.689070 126.0748 Reserve 85
DC4 9.899790 125.8814 Reserve 82
San Antonio & Salingogon Fish sanctuaries 14.038760 123.3963 Reserve 82
Ragnas Marine Protected Area 12.973920 124.1740 Managed Access 81
Inusukan Outside Station3 10.715490 124.4797 Managed Access 77
Dapdap Inside Station2 10.793600 124.5234 Reserve 76
Calmante Proposed Station2 10.639370 124.4980 Reserve 75
DC5 9.895980 125.8851 Reserve 75
AGCA 13.991160 123.4145 Managed Access 73
Pilar Park Inside Station1 10.796760 124.5703 Reserve 69
San Antonio & Salingogon Fish sanctuaries 14.033400 123.3920 Managed Access 67
Libertad5 11.754510 121.8677 Managed Access 64
Cloud 9 Proposed Marine Protected Area 9.814760 126.1605 Managed Access 57
Inusukan Outside Station4 10.715490 124.4797 Managed Access 57
Salvacion Marine Protected Area 9.853880 126.1104 Reserve 54
Pilar Marine Fish Sanctuary 9.859630 126.1034 Reserve 51
Caringo Fish Sanctuary 14.032370 123.1047 Managed Access 49
B: Iniban Marine Sanctuary 9.885150 123.1502 Managed Access 32
Abriera Inside Station 1 11.728440 122.0458 Reserve 1
Idiacacan Inside Station 1 11.721140 122.0271 Managed Access 1
Idio Inside Station 1 11.579270 122.0859 Reserve 1
Mag-aba Inside Station 1 11.679100 122.0985 Reserve 1
Patria Inside Station 1 11.728670 122.0473 Reserve 1
Puntod Shoal Inside Station 1 11.628580 122.0956 Reserve 1
Tingib Inside Station 1 11.732860 122.0140 Reserve 1
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_phi <- ff2_fish_phi %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_phi %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
AGCA 8 8
AGCA Integrated Marine and Coastal Wetland Sanctuary 12 12
Abriera Inside Station 1 2 2
Atulayan Bay Fish Sanctuary and Marine Reserve 7 7
Ayoke 6 6
Ayoke Marine Protected Area 11 11
B: Iniban Marine Sanctuary 2 2
Bahurang Aurora Fishery Reserve 7 7
Bahurang Vigo Fishery Reserve 7 7
Bolisong Marine Sanctuary 7 7
Buluan Island Marine Sanctuary 7 7
Burgos 2 2
Burgos Marine Protected Area 3 3
Cabulotan Marine Reserve 5 5
Caringo Fish Sanctuary 7 7
Caub 6 6
Caub Fish Sanctuary 6 6
Cloud 9 Proposed Marine Protected Area 2 2
Corregidor 6 6
Corregidor Fish Sanctuary 6 6
Ermita Marine Protected Area 5 5
Gen Luna Marine Protected Area 2 2
Gen. Island 3 3
Hambongan Marine Protected Area 9 9
Idiacacan Inside Station 1 2 2
Idio Inside Station 1 2 2
Iniban MS 5 5
Iniban Marine Sanctuary 6 6
Inusukan Outside Station3 1 2
Mag-aba Inside Station 1 2 2
Malalison 3 3
Malalison Island Marine Sanctuary 3 3
Mantalip 5 5
Mantalip Marine Reserve 6 6
Maribojoc Marine Protected Area 2 2
Pamosaingan Marine Sanctuary 4 4
Pandilosan Island Marine Sanctuary 2 2
Patria Inside Station 1 2 2
Pilar Marine Fish Sanctuary 2 2
Poblacion 2 2
Poblacion Inside Station 1 2 2
Poblacion Inside Station 2 2 2
Poblacion Marine Protected Area 2 2
Puntod Shoal Inside Station 1 2 2
Ragnas Marine Protected Area 9 9
Salvacion Marine Protected Area 2 2
San Antonio 3 3
San Antonio & Salingogon Fish sanctuaries 2 2
San Juan Marine Protected Area 2 2
San Salvador Marine Protected Area 7 7
T. Arlan Marine Protected Area 2 2
Talisay Marine Fish Sanctuary 2 2
Tingib Inside Station 1 2 2
Tinigbas Marine Sanctuary 7 7
Uba 6 6
Uba Marine Protected Area 6 6
distinct_coords_for_varied_locations <- ff2_fish_phi %>%
  group_by(location_name) %>%
  distinct(location_name, lat, lon) %>%
  ungroup() %>%
  arrange(location_name, lat, lon)

# Filter to keep only those locations with more than one unique combination of latitude and longitude
locations_with_different_coords_phi_detail <- distinct_coords_for_varied_locations %>%
  add_count(location_name) %>%
  filter(n > 1) %>%
  select(-n) # remove the count column after filtering

# View the results
locations_with_different_coords_phi_detail %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon
AGCA 13.959810 123.4206
AGCA 13.966160 123.4263
AGCA 13.968140 123.4249
AGCA 13.984700 123.4194
AGCA 13.986330 123.4219
AGCA 13.987690 123.4231
AGCA 13.991150 123.4128
AGCA 13.991160 123.4145
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.959810 123.4206
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.966160 123.4263
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.968140 123.4249
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.984700 123.4194
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.986330 123.4219
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.987690 123.4231
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.989610 123.4152
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.991150 123.4128
AGCA Integrated Marine and Coastal Wetland Sanctuary 13.991160 123.4145
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.033400 123.3920
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.038760 123.3963
AGCA Integrated Marine and Coastal Wetland Sanctuary 14.040390 123.3946
Abriera Inside Station 1 11.579270 122.0859
Abriera Inside Station 1 11.728440 122.0458
Atulayan Bay Fish Sanctuary and Marine Reserve 13.579690 123.5633
Atulayan Bay Fish Sanctuary and Marine Reserve 13.582880 123.5760
Atulayan Bay Fish Sanctuary and Marine Reserve 13.592430 123.5673
Atulayan Bay Fish Sanctuary and Marine Reserve 13.592840 123.4711
Atulayan Bay Fish Sanctuary and Marine Reserve 13.592840 123.5711
Atulayan Bay Fish Sanctuary and Marine Reserve 13.593840 123.5597
Atulayan Bay Fish Sanctuary and Marine Reserve 13.594160 123.5597
Atulayan Bay Fish Sanctuary and Marine Reserve 13.597580 123.5674
Ayoke 9.384970 126.0454
Ayoke 9.386440 126.0494
Ayoke 9.390020 126.0429
Ayoke 9.393790 126.0432
Ayoke 9.399310 126.0518
Ayoke 9.406210 126.0160
Ayoke Marine Protected Area 9.384970 126.0454
Ayoke Marine Protected Area 9.386444 126.0494
Ayoke Marine Protected Area 9.387010 126.0422
Ayoke Marine Protected Area 9.390020 126.0429
Ayoke Marine Protected Area 9.392430 126.0447
Ayoke Marine Protected Area 9.393790 126.0432
Ayoke Marine Protected Area 9.395120 126.0493
Ayoke Marine Protected Area 9.399310 126.0518
Ayoke Marine Protected Area 9.402580 126.0147
Ayoke Marine Protected Area 9.406205 126.0160
Ayoke Marine Protected Area 9.410960 126.0257
B: Iniban Marine Sanctuary 9.885150 123.1502
B: Iniban Marine Sanctuary 9.892160 123.1482
Bahurang Aurora Fishery Reserve 13.707370 120.2725
Bahurang Aurora Fishery Reserve 13.707660 120.2756
Bahurang Aurora Fishery Reserve 13.716610 120.2736
Bahurang Aurora Fishery Reserve 13.722250 120.2760
Bahurang Aurora Fishery Reserve 13.725390 120.2750
Bahurang Aurora Fishery Reserve 13.733430 120.2810
Bahurang Aurora Fishery Reserve NA NA
Bahurang Vigo Fishery Reserve 13.828600 120.2125
Bahurang Vigo Fishery Reserve 13.829670 120.1857
Bahurang Vigo Fishery Reserve 13.830910 120.1783
Bahurang Vigo Fishery Reserve 13.858070 120.1872
Bahurang Vigo Fishery Reserve 13.859750 120.1982
Bahurang Vigo Fishery Reserve 13.861380 120.1941
Bahurang Vigo Fishery Reserve NA NA
Bolisong Marine Sanctuary 9.698780 123.1599
Bolisong Marine Sanctuary 9.701710 123.1607
Bolisong Marine Sanctuary 9.704250 123.1611
Bolisong Marine Sanctuary 9.706010 123.1611
Bolisong Marine Sanctuary 9.708760 123.1608
Bolisong Marine Sanctuary 9.710900 123.1598
Bolisong Marine Sanctuary NA NA
Buluan Island Marine Sanctuary 7.679930 122.5453
Buluan Island Marine Sanctuary 7.680150 122.5454
Buluan Island Marine Sanctuary 7.683170 122.5335
Buluan Island Marine Sanctuary 7.683174 122.5335
Buluan Island Marine Sanctuary 7.685520 122.5337
Buluan Island Marine Sanctuary 7.686820 122.5458
Buluan Island Marine Sanctuary 7.687070 122.5448
Burgos 9.243290 126.1951
Burgos 9.247440 126.1960
Burgos Marine Protected Area 9.243290 126.1951
Burgos Marine Protected Area 9.245910 126.2007
Burgos Marine Protected Area 9.247440 126.1960
Cabulotan Marine Reserve 9.926230 123.1795
Cabulotan Marine Reserve 9.930210 123.1799
Cabulotan Marine Reserve 9.931350 123.1795
Cabulotan Marine Reserve 9.934870 123.1792
Cabulotan Marine Reserve NA NA
Caringo Fish Sanctuary 14.030970 123.1087
Caringo Fish Sanctuary 14.032370 123.1047
Caringo Fish Sanctuary 14.033190 123.0959
Caringo Fish Sanctuary 14.033670 123.0942
Caringo Fish Sanctuary 14.034900 123.0931
Caringo Fish Sanctuary 14.036500 123.0932
Caringo Fish Sanctuary NA NA
Caub 9.892540 125.8888
Caub 9.895980 125.8851
Caub 9.899790 125.8814
Caub 9.901390 125.8817
Caub 9.902090 125.8827
Caub 9.908210 125.8861
Caub Fish Sanctuary 9.892540 125.8888
Caub Fish Sanctuary 9.895980 125.8851
Caub Fish Sanctuary 9.899790 125.8814
Caub Fish Sanctuary 9.901390 125.8817
Caub Fish Sanctuary 9.902090 125.8827
Caub Fish Sanctuary 9.908210 125.8861
Cloud 9 Proposed Marine Protected Area 9.814760 126.1605
Cloud 9 Proposed Marine Protected Area 9.825090 126.1535
Corregidor 9.688040 126.0648
Corregidor 9.689070 126.0748
Corregidor 9.692980 126.0726
Corregidor 9.696600 126.0894
Corregidor 9.698640 126.0873
Corregidor 9.698680 126.0759
Corregidor Fish Sanctuary 9.688040 126.0648
Corregidor Fish Sanctuary 9.689070 126.0748
Corregidor Fish Sanctuary 9.692980 126.0726
Corregidor Fish Sanctuary 9.696600 126.0894
Corregidor Fish Sanctuary 9.698640 126.0873
Corregidor Fish Sanctuary 9.698680 126.0759
Ermita Marine Protected Area 10.427640 123.4348
Ermita Marine Protected Area 10.428700 123.4359
Ermita Marine Protected Area 10.428730 123.4239
Ermita Marine Protected Area 10.446500 123.4390
Ermita Marine Protected Area NA NA
Gen Luna Marine Protected Area 9.740430 126.1302
Gen Luna Marine Protected Area 9.745700 126.1548
Gen. Island 9.387010 126.0422
Gen. Island 9.402580 126.0147
Gen. Island 9.410960 126.0257
Hambongan Marine Protected Area 10.057410 124.0152
Hambongan Marine Protected Area 10.057810 124.0125
Hambongan Marine Protected Area 10.058190 124.0146
Hambongan Marine Protected Area 10.068370 124.0235
Hambongan Marine Protected Area 10.068730 124.0245
Hambongan Marine Protected Area 10.069480 124.0190
Hambongan Marine Protected Area 10.086860 123.9933
Hambongan Marine Protected Area 10.090310 124.0004
Hambongan Marine Protected Area 10.093480 124.0492
Idiacacan Inside Station 1 11.679100 122.0985
Idiacacan Inside Station 1 11.721140 122.0271
Idio Inside Station 1 11.579270 122.0859
Idio Inside Station 1 11.628580 122.0956
Iniban MS 9.885150 123.1502
Iniban MS 9.888380 123.1485
Iniban MS 9.889260 123.1487
Iniban MS 9.890443 123.1485
Iniban MS 9.892160 123.1482
Iniban Marine Sanctuary 9.885150 123.1502
Iniban Marine Sanctuary 9.888380 123.1485
Iniban Marine Sanctuary 9.889260 123.1487
Iniban Marine Sanctuary 9.890440 123.1485
Iniban Marine Sanctuary 9.892160 123.1482
Iniban Marine Sanctuary 9.893070 123.1483
Inusukan Outside Station3 10.715490 124.4797
Inusukan Outside Station3 10.715490 124.4797
Mag-aba Inside Station 1 11.679100 122.0985
Mag-aba Inside Station 1 11.728670 122.0473
Malalison 11.400930 122.0150
Malalison 11.412100 122.0280
Malalison 11.412410 122.0278
Malalison Island Marine Sanctuary 11.400930 122.0150
Malalison Island Marine Sanctuary 11.412100 122.0280
Malalison Island Marine Sanctuary 11.896000 122.0210
Mantalip 9.784710 123.1623
Mantalip 9.797080 123.1693
Mantalip 9.797890 123.1695
Mantalip 9.798710 123.1600
Mantalip 9.802970 123.1681
Mantalip Marine Reserve 9.784710 123.1623
Mantalip Marine Reserve 9.789240 123.1672
Mantalip Marine Reserve 9.797080 123.1693
Mantalip Marine Reserve 9.797890 123.1695
Mantalip Marine Reserve 9.798570 123.1695
Mantalip Marine Reserve 9.802970 123.1681
Maribojoc Marine Protected Area 9.947230 125.9551
Maribojoc Marine Protected Area 9.947830 125.9541
Pamosaingan Marine Sanctuary 9.659140 125.9102
Pamosaingan Marine Sanctuary 9.682040 125.9159
Pamosaingan Marine Sanctuary 9.693230 125.9121
Pamosaingan Marine Sanctuary 9.703210 125.9130
Pandilosan Island Marine Sanctuary 7.460570 122.6883
Pandilosan Island Marine Sanctuary 7.462230 122.6937
Patria Inside Station 1 11.728670 122.0473
Patria Inside Station 1 11.732860 122.0140
Pilar Marine Fish Sanctuary 9.859630 126.1034
Pilar Marine Fish Sanctuary 9.860970 126.1006
Poblacion 9.279290 126.2043
Poblacion 9.279990 126.2043
Poblacion Inside Station 1 9.740430 126.1302
Poblacion Inside Station 1 9.860970 126.1006
Poblacion Inside Station 2 9.749000 126.1412
Poblacion Inside Station 2 9.859630 126.1034
Poblacion Marine Protected Area 9.279290 126.2043
Poblacion Marine Protected Area 9.279986 126.2043
Puntod Shoal Inside Station 1 11.607464 122.0182
Puntod Shoal Inside Station 1 11.628580 122.0956
Ragnas Marine Protected Area 12.959820 124.1624
Ragnas Marine Protected Area 12.967900 124.1643
Ragnas Marine Protected Area 12.969590 124.1619
Ragnas Marine Protected Area 12.969630 124.1631
Ragnas Marine Protected Area 12.973430 124.1720
Ragnas Marine Protected Area 12.973920 124.1740
Ragnas Marine Protected Area 12.977670 124.1564
Ragnas Marine Protected Area 12.977980 124.1576
Ragnas Marine Protected Area 12.979310 124.1566
Salvacion Marine Protected Area 9.853550 126.1081
Salvacion Marine Protected Area 9.853880 126.1104
San Antonio 14.033400 123.3920
San Antonio 14.038760 123.3963
San Antonio 14.040390 123.3946
San Antonio & Salingogon Fish sanctuaries 14.033400 123.3920
San Antonio & Salingogon Fish sanctuaries 14.038760 123.3963
San Juan Marine Protected Area 10.454820 123.4473
San Juan Marine Protected Area NA NA
San Salvador Marine Protected Area 15.517800 119.8974
San Salvador Marine Protected Area 15.521990 119.8962
San Salvador Marine Protected Area 15.523600 119.8960
San Salvador Marine Protected Area 15.524790 119.8952
San Salvador Marine Protected Area 15.529680 119.9051
San Salvador Marine Protected Area 15.530120 119.9082
San Salvador Marine Protected Area NA NA
T. Arlan Marine Protected Area 10.014060 126.0211
T. Arlan Marine Protected Area 10.018870 126.0208
Talisay Marine Fish Sanctuary 9.959450 125.9920
Talisay Marine Fish Sanctuary 9.970200 125.9785
Tingib Inside Station 1 11.728440 122.0458
Tingib Inside Station 1 11.732860 122.0140
Tinigbas Marine Sanctuary 11.754120 121.8723
Tinigbas Marine Sanctuary 11.754510 121.8677
Tinigbas Marine Sanctuary 11.754690 121.8625
Tinigbas Marine Sanctuary 11.754800 121.8637
Tinigbas Marine Sanctuary 11.755100 121.8604
Tinigbas Marine Sanctuary 11.757180 121.8518
Tinigbas Marine Sanctuary NA NA
Uba 9.285320 126.2041
Uba 9.285850 126.2000
Uba 9.286250 126.2005
Uba 9.287230 126.2014
Uba 9.288950 126.2075
Uba 9.294580 126.2095
Uba Marine Protected Area 9.285320 126.2041
Uba Marine Protected Area 9.285850 126.2000
Uba Marine Protected Area 9.286250 126.2005
Uba Marine Protected Area 9.287230 126.2014
Uba Marine Protected Area 9.288950 126.2075
Uba Marine Protected Area 9.294580 126.2095

2. ff2_habitat:

## ff2_habitat:

# Get unique countries
ff2_habitat_country <- ff2_habitat %>%
  distinct(country) %>%
  pull(country)

print(ff2_habitat_country)
## [1] "Mozambique"  "Indonesia"   "Honduras"    "Philippines"
# Count the number of observations for each country
ff2_habitat_country_counts <- ff2_habitat %>%
  count(country)

ff2_habitat_country_counts %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
country n
Honduras 3500
Indonesia 9999
Mozambique 95
Philippines 12125
# Get unique sites (location_name) --> Manual entry (369 unique sites)
ff2_habitat_sites <- ff2_habitat %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_habitat_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
10 -86.309000 16.3970 Reserve 207
11 -86.299000 16.3980 Reserve 207
18 -86.345000 16.3900 Reserve 207
19 -86.351000 16.3890 Reserve 207
20 -86.347000 16.3890 Reserve 207
21 -86.324000 16.3910 Reserve 207
22 -86.262000 16.4090 Reserve 207
7 -86.289000 16.4000 Reserve 207
8 -86.274000 16.4060 Reserve 207
Talisay MPA 9.959450 125.9920 Reserve 168
Agay-ayan 13.968140 123.4249 Reserve 150
Talisay MPA 9.970200 125.9785 Managed Access 150
UOIA2 NA NA Reserve 145
UWIA2 NA NA Reserve 142
Corregidor MPA 9.688040 126.0648 Reserve 140
6 -86.313000 16.3940 Reserve 138
Bangaan 7.497400 122.4358 Managed Access 138
Caloco 13.984700 123.4194 Reserve 138
CAYO BLANCO NA NA Reserve 137
T. Arlan MPA 10.018870 126.0208 Managed Access 136
Burgos MPA 10.023800 126.0748 Reserve 134
Gen Luna MPA 9.740430 126.1302 Reserve 134
UOCA1 NA NA Reserve 134
Cloud 9 propose MPA 9.825090 126.1535 Propose MPA 132
Salvacion MPA 9.853550 126.1081 Reserve 132
Tambanan 7.310320 122.8000 Reserve 132
Caloco 13.991150 123.4128 Managed Access 130
Maribojoc MPA 9.947230 125.9551 Reserve 130
T. Arlan MPA 10.014060 126.0211 Reserve 130
Pamosaingan MPA 9.693230 125.9121 Reserve 128
Takot Lawum 7.762110 122.6950 Managed Access 128
BAJO SECO NA NA Reserve 126
Tambanan 7.305600 122.7999 Managed Access 124
Bangaan 7.487500 122.4150 Reserve 122
MAGIN1 -4.773270 122.2612 Managed Access 121
Bangaan 7.489930 122.4236 Reserve 120
Caloco 13.986330 123.4219 Reserve 120
Ermita NA NA Reserve 120
Tambanan 7.313000 122.7991 Reserve 120
Corregidor MPA 9.698640 126.0873 Managed Access 118
TIWOR1 -4.577300 122.3029 Managed Access 118
Takut Siare 7.428820 122.7784 Managed Access 118
TALRAY1 -5.475970 121.9236 Reserve 117
TIWOR2 -4.584460 122.3318 Managed Access 117
San Antonio 14.038760 123.3963 Managed Access 116
MORAM6 -4.126240 122.7300 Managed Access 115
TALRAY2 -5.493100 121.9344 Managed Access 114
WAWON6 -4.024780 123.2237 Reserve 113
Poblacion MPA 9.860970 126.1006 Reserve 112
San Antonio 14.033399 123.3920 Managed Access 112
SAGOR4 -5.307930 121.7637 Managed Access 111
MATAO6 -4.815140 122.1524 Managed Access 110
Pamosaingan MPA 9.659140 125.9102 Managed Access 110
SAGOR2 -5.336950 121.7592 Managed Access 110
TALRAY5 -5.492530 122.0793 Reserve 110
Tambanan 7.302640 122.8006 Managed Access 110
WAWON1 -4.014850 123.0779 Managed Access 110
SAGOR6 -5.236780 121.7700 Managed Access 108
Takut Siare 7.426280 122.7697 Reserve 108
Tinigbas 11.754120 121.8723 Managed Access 108
WAWON4 -4.007610 123.1792 Managed Access 107
KULIS3 -4.785520 123.1521 Managed Access 106
Litayun MPA 7.441880 122.9832 Reserve 106
MAGIN6 -4.935120 122.3208 Managed Access 106
TALRAY3 -5.521450 121.9936 Managed Access 106
TALRAY4 -5.488320 122.0547 Reserve 106
TIWOR6 -4.659100 122.2920 Managed Access 106
Buluan 7.686820 122.5458 Managed Access 104
Buluan Island Marine Sanctuary 7.686820 122.5458 Managed Access 104
KULIS6 -4.834370 123.1691 Managed Access 104
MATAO1 -4.919540 122.0871 Managed Access 103
SIOMP2 -5.668520 122.4844 Reserve 103
Bangaan 7.487400 122.4112 Managed Access 102
Corregidor MPA 9.698680 126.0759 Managed Access 102
Diosan 7.629600 122.4948 Reserve 102
Mabuhay Marine Park 7.403080 122.9482 Reserve 102
Mabuhay Marine Park 7.405440 122.9491 Reserve 102
SAGOR1 -5.347380 121.7802 Managed Access 102
MAWAS2 -5.276720 122.2685 Managed Access 100
Tinigbas 11.755100 121.8604 Reserve 100
MAGIN3 -4.818580 122.2910 Managed Access 99
SIONT6 -5.417000 123.0895 Managed Access 99
Mabuhay Marine Park 7.416580 122.9452 Managed Access 98
PASIK3 -5.091880 122.6150 Managed Access 98
PASIK4 -5.122900 122.6139 Managed Access 98
Punta Manobo 7.776790 122.6968 Managed Access 98
Tandu-Balasa 7.775650 122.7140 Reserve 98
Tinigbas 11.754690 121.8625 Reserve 98
SIOMP1 -5.680430 122.4592 Managed Access 97
Punta Manobo 7.776110 122.6987 Managed Access 96
San Juan 10.454820 123.4473 Reserve 96
MAWAS6 -5.398340 122.2737 Managed Access 95
SIOMP4 -5.687150 122.5472 Managed Access 95
Buluan 7.687070 122.5448 Managed Access 94
Buluan 7.687070 122.5448 Reserve 94
Buluan Island Marine Sanctuary 7.687070 122.5448 Managed Access 94
Buluan Island Marine Sanctuary 7.687070 122.5448 Reserve 94
PASIK5 -5.184880 122.6174 Managed Access 93
Litayun MPA 7.437890 122.9708 Managed Access 92
Sand Bar 7.535480 122.7264 Reserve 92
Takut Siare 7.422080 122.7702 Reserve 92
MIL3 NA NA Reserve 91
Daku Island 9.745700 126.1548 Managed Access 90
Litayun MPA 7.436990 122.9830 Reserve 90
MIL1 NA NA Reserve 90
Pamosaingan MPA 9.703210 125.9130 Managed Access 90
Caub MPA 9.908210 125.8861 Managed Access 88
MIL2 NA NA Reserve 88
Moyong MPA 7.584530 123.0480 Reserve 88
Pandilosan Is. 7.462230 122.6937 Reserve 88
Tandu-Balasa 7.778060 122.7086 Reserve 88
Pucio 11.757180 121.8518 Managed Access 86
Agay-ayan 13.959810 123.4206 Managed Access 84
Buluan 7.679930 122.5453 Reserve 84
Buluan Island Marine Sanctuary 7.679930 122.5453 Reserve 84
Corregidor MPA 9.692980 126.0726 Reserve 84
KAPUN1 -5.233840 122.7005 Managed Access 84
KAPUN2 -5.185560 122.7341 Reserve 84
KAPUN3 -5.202110 122.7178 Reserve 84
KAPUN4 -5.250150 122.7013 Managed Access 84
KAPUN5 -5.101370 122.7512 Managed Access 84
KULIS1 -4.813420 123.1210 Managed Access 84
KULIS2 -5.310750 123.2088 Managed Access 84
KULIS4 -4.815980 123.1684 Managed Access 84
KULIS5 -4.819220 123.1670 Managed Access 84
LABEN1 -3.572450 122.3690 Managed Access 84
LABEN2 -3.571350 122.3506 Managed Access 84
LABEN3 -3.564040 122.3488 Managed Access 84
LABEN4 -3.493200 122.4787 Managed Access 84
LABEN5 -3.479930 122.4900 Managed Access 84
LABEN6 -3.493350 122.4872 Managed Access 84
LASOL1 -3.684640 122.4237 Managed Access 84
LASOL2 -3.687940 122.4245 Managed Access 84
LASOL3 -3.748300 122.3667 Managed Access 84
LASOL4 -3.735340 122.3513 Managed Access 84
LASOL5 -3.726220 122.3916 Managed Access 84
LASOL6 -3.743650 122.4359 Managed Access 84
Lampinigan 7.652750 123.0709 Reserve 84
MAGIN2 -4.762080 122.3408 Managed Access 84
MAGIN4 -4.843100 122.2163 Managed Access 84
MAGIN5 -4.864190 122.2558 Managed Access 84
MATAO2 -4.889770 122.0522 Managed Access 84
MATAO3 -4.890970 122.0386 Managed Access 84
MATAO4 -4.845670 122.1183 Managed Access 84
MATAO5 -4.839170 122.1449 Managed Access 84
MAWAS1 -5.223530 122.2644 Reserve 84
MAWAS3 -5.284810 122.2524 Managed Access 84
MAWAS4 -5.359610 122.2608 Managed Access 84
MAWAS5 -5.372960 122.2633 Managed Access 84
MORAM1 -4.078630 122.7695 Reserve 84
MORAM2 -4.108580 122.8008 Reserve 84
MORAM3 -4.115640 122.8221 Reserve 84
MORAM4 -4.150660 122.7818 Reserve 84
MORAM5 -4.150960 122.7603 Managed Access 84
Mabuhay Marine Park 7.417290 122.9469 Managed Access 84
PASIK1 -4.967140 122.7837 Managed Access 84
PASIK2 -4.967300 122.7521 Managed Access 84
PASIK6 -5.051220 122.7344 Managed Access 84
PASIK7 -5.101100 122.7027 Managed Access 84
SAGOR3 -5.359740 121.7377 Managed Access 84
SAGOR5 -5.280030 121.7557 Managed Access 84
SIOMP3 -5.635550 122.4945 Managed Access 84
SIOMP5 -5.627600 122.5402 Reserve 84
SIOMP6 -5.620370 122.5191 Reserve 84
SIONT1 -5.315530 123.2033 Reserve 84
SIONT2 -5.341450 123.1920 Managed Access 84
SIONT3 -5.372430 123.1683 Managed Access 84
SIONT4 -5.381840 123.1518 Reserve 84
SIONT5 -5.404840 123.1265 Reserve 84
TALRAY6 -5.488290 122.0714 Managed Access 84
TIWOR3 -4.630960 122.3314 Managed Access 84
TIWOR4 -4.644800 122.3329 Managed Access 84
TIWOR5 -4.636370 122.3636 Managed Access 84
WABUL1 -5.613580 122.8693 Managed Access 84
WABUL2 -5.617520 122.8665 Managed Access 84
WABUL3 -5.621360 122.8618 Managed Access 84
WABUL4 -5.621350 122.8547 Managed Access 84
WABUL5 -5.627270 122.8519 Managed Access 84
WABUL6 -5.631680 122.8478 Managed Access 84
WAWON2 -4.008000 123.1356 Reserve 84
WAWON3 -4.010450 123.1517 Reserve 84
WAWON5 -4.016550 123.2126 Reserve 84
Alegria MPA 10.062500 126.0667 Reserve 82
Diosan 7.634830 122.4937 Reserve 82
Ermita 10.427640 123.4348 Reserve 82
Cloud 9 propose MPA 9.814760 126.1605 Propose MPA 80
Diosan 7.625810 122.4964 Reserve 80
Lampinigan 7.652870 123.0717 Reserve 80
Litayun MPA 7.446510 122.9678 Managed Access 80
Moyong MPA 7.573410 123.0477 Reserve 80
Lampinigan 7.656430 123.0715 Reserve 76
MBPC-4 NA NA Reserve 74
Maribojoc MPA 9.947830 126.9541 Managed Access 74
Pamosaingan MPA 9.682040 125.9159 Reserve 72
MBPC-8 NA NA Reserve 71
Mantalip 9.802970 123.1681 Managed Access 70
Salvacion MPA 9.853880 126.1104 Reserve 70
17 -86.264000 16.4100 Reserve 69
Caloco 13.987690 123.4231 Reserve 68
MBPC-2 NA NA Reserve 65
Corregidor MPA 9.696600 126.0894 Managed Access 64
Iniban 9.888380 123.1485 Reserve 64
Mantalip 9.784710 123.1623 Managed Access 64
Poblacion MPA 9.859630 126.1034 Reserve 64
MBPC-1 NA NA Reserve 62
MBPC-7 NA NA Reserve 62
Takot Lawum 7.776790 122.6968 Managed Access 62
Takut Siare 7.431900 122.7742 Managed Access 62
MBPC-5 NA NA Reserve 60
NA NA NA NA 60
Tinigbas 11.754510 121.8677 Managed Access 58
Agay-ayan 13.966160 123.4263 Reserve 56
Caub MPA 9.901390 125.8817 Reserve 56
Pamosaingan MPA Station 2 9.693230 125.9121 Reserve 56
Burgos MPA Station 1 10.031710 126.0748 Reserve 55
Talisay MPA Station 1 9.959450 125.9920 Reserve 55
Moyong MPA 7.581080 123.0469 Reserve 54
General Luna MPA Station 1 9.740430 126.1302 Reserve 53
Maribojoc MPA Station 1 9.947230 125.9551 Reserve 53
Caub MPA 9.902090 125.8827 Reserve 52
Mantalip 9.797890 123.1695 Reserve 52
Mantalip 9.798710 123.1600 Reserve 52
Moyong MPA 7.590480 123.0485 Reserve 52
Pamosaingan MPA Station 1 9.682040 125.9159 Reserve 52
Patria MPA 11.732860 122.0140 Reserve 52
San Juan 10.446500 123.4390 Managed Access 52
T. Arlan MPA Inside Station 1 10.014060 126.0211 Reserve 52
NMSF1 NA NA Reserve 51
Pilar Poblacion MPA Station 1 9.860970 126.1006 Reserve 51
Alegria MPA 10.061580 126.0683 Reserve 50
Buluan 7.680150 122.5454 Reserve 50
Buluan Island Marine Sanctuary 7.680150 122.5454 Reserve 50
Ermita 10.428730 123.4239 Managed Access 48
Iniban 9.892160 123.1482 Managed Access 48
Sand Bar 7.540040 122.7250 Reserve 48
Cloud 9 Station 1 9.825090 126.1535 Managed Access 47
Pamosaingan Outside Station 1 9.659140 125.9102 Managed Access 47
Corregidor MPA 9.689070 126.0748 Reserve 46
Iniban 9.889260 123.1487 Reserve 46
Pandilosan Is. 7.460570 122.6883 Reserve 46
Puntod Shoal MPA 11.607464 122.0182 Reserve 46
NTZ2 -4.410880 122.7739 Reserve 44
Tinigbas 11.754800 121.8637 Reserve 44
Dapdap MPA Station 1 10.790750 124.5216 Reserve 43
Dapdap MPA Station 2 10.790750 124.5216 Reserve 43
Pilar Salvacion MPA Station 1 9.853880 126.1104 Reserve 43
Caub MPA 9.892540 125.8888 Managed Access 42
Daku Outside Station 1 9.745700 126.1548 Managed Access 42
Iniban 9.885150 123.1502 Managed Access 42
Calmante Station 2 10.639370 124.4980 Managed Access 41
Talisay Outside Station 1 9.970200 125.9785 Managed Access 40
Tuland Diot Station 2 10.719830 124.4839 Managed Access 40
Calmante Station 1 10.638690 124.4960 Managed Access 39
Villahermosa MPA 10.670450 124.5166 Reserve 39
Mabini Station 3 10.625530 124.4292 Managed Access 38
Nag-Uban MPA 10.685620 124.3073 Reserve 38
Pamosaingan Outside Station 2 9.703210 125.9130 Managed Access 38
Tuland Diot Station 1 10.719970 124.3146 Managed Access 38
WAWON2 -4.008000 123.1356 Managed Access 38
UZ2 -4.424980 122.7985 Managed Access 37
Alegria MPA Inside Station 1 10.062500 126.0667 Reserve 36
Inusukan Outside Station 2 10.715490 124.4797 Managed Access 36
MAGIN7 -4.887720 122.2896 Reserve 36
Mabini MPA Station 1 10.626090 124.4201 Reserve 36
T. Arlan MPA Outside Station 1 10.018870 126.0208 Managed Access 36
Burgos MPA Station 2 10.023800 126.0748 Reserve 35
Inusukan MPA Station 1 10.707170 124.4727 Reserve 35
Inusukan MPA Station 2 10.707170 124.4727 Reserve 35
Inusukan Outside Station 1 10.715490 124.4797 Managed Access 35
Mag-aba MPA 11.728670 122.0473 Reserve 35
PMP Outside 10.796740 124.5703 Managed Access 35
Puertobello MPA 10.687850 124.4981 Reserve 35
Cloud 9 Station 2 9.814760 126.1605 Managed Access 34
Mabini MPA Station 2 10.626650 124.4164 Reserve 34
Maribojoc Outside Station 1 9.947830 126.9541 Managed Access 34
General Luna MPA Station 2 9.749000 126.1412 Reserve 33
MORAM2 -4.108580 122.8008 Managed Access 33
PMP Inside 10.796760 124.5703 Reserve 33
Pilar Salvacion MPA Station 2 9.853550 126.1081 Reserve 33
TIWOR7 -4.698160 122.3921 Reserve 33
Tingib MPA 11.728440 122.0458 Reserve 33
Lampinigan 7.658730 123.0710 Reserve 32
MBPC-6 NA NA Reserve 32
San Isidro MPA 10.614620 124.3548 Reserve 32
Burgos Outside Station 1 10.031710 126.0748 Managed Access 31
Daku Outside Station 2 9.746540 126.1618 Managed Access 31
MAGIN4 -4.843100 122.2163 Reserve 31
SAGOR7 -5.124580 121.8196 Reserve 31
WABUL9 -5.615430 122.8690 Managed Access 30
Abiera MPA 11.579270 122.0859 Reserve 29
MORAM3 -4.115640 122.8221 Managed Access 29
San Isidro Outside 10.614890 124.3607 Managed Access 29
MATAO4 -4.845670 122.1183 Reserve 28
MORAM5 -4.150960 122.7603 Reserve 28
TIWOR4 -4.644800 122.3329 Reserve 28
Alegria MPA Inside Station 2 10.061580 126.0683 Reserve 27
Duyong outside 11.721140 122.0271 Managed Access 27
Luanda NA NA Reserve 27
UZ1 -4.396010 122.7592 Managed Access 27
Caub MPA 9.895980 125.8851 Reserve 26
NTZ1 -4.387720 122.7492 Reserve 25
WAWON7 -3.994740 122.9681 Managed Access 25
Idio MPA 11.628580 122.0956 Reserve 24
MATAO2 -4.889770 122.0522 Reserve 24
Pilar Poblacion MPA Station 2 9.859630 126.1034 Reserve 24
Quissanga NA NA Reserve 24
SAGOR3 -5.359740 121.7377 Reserve 24
MORAM7 -4.149720 122.8037 Managed Access 23
MATAO5 -4.839170 122.1449 Reserve 22
NTZ3 -4.437300 122.8443 Reserve 22
WAWON8 -3.985420 123.0383 Managed Access 22
KULIS9 -4.794360 123.1452 Reserve 21
TALRAY7 -5.447630 122.0490 Managed Access 20
Idiacacan MPA 11.679100 122.0985 Reserve 19
Memba_Mecuta_4 NA NA Reserve 19
WABUL8 -5.597890 122.8790 Reserve 19
KAPUN6 -5.285550 122.6812 Managed Access 18
PASIK6 -5.051220 122.7344 Reserve 18
TIWOR3 -4.630960 122.3314 Reserve 18
UZ3 -4.422840 122.8616 Managed Access 18
WABUL7 -5.588920 122.8859 Managed Access 18
KULIS1 -4.813420 123.1210 Reserve 17
KULIS8 -4.807500 123.1670 Reserve 17
MAGIN5 -4.864190 122.2558 Reserve 17
MORAM1 -4.078630 122.7695 Managed Access 17
PASIK8 -5.098130 122.7240 Managed Access 17
SIOMP6 -5.620370 122.5191 Managed Access 17
SIONT7 -5.336570 123.1947 Reserve 17
MAWAS10 -5.369890 122.2651 Reserve 16
MAWAS8 -5.313160 122.2629 Managed Access 16
MAWAS9 -5.356520 122.2597 Reserve 16
Memba_Nauguema NA NA Managed Access 16
SIONT4 -5.381840 123.1518 Managed Access 16
SIONT8 -5.366950 123.1691 Reserve 16
Burgos Outside Station 2 10.026800 126.0742 Managed Access 15
KAPUN7 -5.239890 122.7399 Managed Access 15
MATAO7 -4.865492 122.0504 Managed Access 15
MAWAS3 -5.284810 122.2524 Reserve 15
MAWAS7 -5.398420 122.3273 Reserve 15
WABUL11 -5.638410 122.8426 Reserve 15
PASIK1 -4.967140 122.7837 Reserve 14
SIONT1 -5.315530 123.2033 Managed Access 14
KULIS7 -4.841110 123.1201 Managed Access 13
SIOMP5 -5.627600 122.5402 Managed Access 13
WABUL10 -5.617450 122.8514 Managed Access 13
WABUL12 -5.655420 122.8220 Reserve 13
KAPUN10 -5.162260 122.7427 Managed Access 12
KAPUN4 -5.250150 122.7013 Reserve 12
KAPUN8 -5.187170 122.7370 Reserve 12
KAPUN9 -5.203590 122.7216 Reserve 12
SIONT9 -5.404670 123.1194 Reserve 12
PASIK2 -4.967300 122.7521 Reserve 11
SIOMP7 -5.653730 122.4927 Reserve 11
Memba_Mecuta_1 NA NA Reserve 9
Burgos Outside Station 11 10.026800 126.0742 Managed Access 1
Burgos Outside Station 12 10.026800 126.0742 Managed Access 1
Burgos Outside Station 17 10.026800 126.0742 Managed Access 1
Burgos Outside Station 19 10.026800 126.0742 Managed Access 1
Burgos Outside Station 21 10.026800 126.0742 Managed Access 1
Burgos Outside Station 22 10.026800 126.0742 Managed Access 1
Burgos Outside Station 24 10.026800 126.0742 Managed Access 1
Burgos Outside Station 25 10.026800 126.0742 Managed Access 1
Burgos Outside Station 27 10.026800 126.0742 Managed Access 1
Burgos Outside Station 29 10.026800 126.0742 Managed Access 1
Burgos Outside Station 30 10.026800 126.0742 Managed Access 1
Burgos Outside Station 33 10.026800 126.0742 Managed Access 1
Burgos Outside Station 5 10.026800 126.0742 Managed Access 1
Burgos Outside Station 7 10.026800 126.0742 Managed Access 1
Burgos Outside Station 9 10.026800 126.0742 Managed Access 1

ff2_habitat Methodology

# Get methodology
ff2_habitat_methodology <- ff2_habitat %>%
  distinct(methodology) %>%
  pull(methodology)

print(ff2_habitat_methodology)
## [1] NA               "point"          "photo transect"
#Count methodology 
ff2_habitat_methodology_counts <- ff2_habitat %>%
  count(methodology)

ff2_habitat_methodology_counts %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
methodology n
photo transect 4230
point 9999
NA 11490

2.1. Mozambique

# Filter country == "Mozambique"
ff2_habitat_moz <- ff2_habitat %>%
  filter(country == "Mozambique")

# Get unique sites (location_name)
ff2_habitat_moz_sites <- ff2_habitat_moz %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_habitat_moz_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
Luanda NA NA Reserve 27
Quissanga NA NA Reserve 24
Memba_Mecuta_4 NA NA Reserve 19
Memba_Nauguema NA NA Managed Access 16
Memba_Mecuta_1 NA NA Reserve 9
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_moz_hab <- ff2_habitat_moz %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_moz_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
#Count methodology 
ff2_habitat_methodology_counts_moz <- ff2_habitat_moz %>%
  count(methodology)

ff2_habitat_methodology_counts_moz %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
methodology n
NA 95

2.2. Honduras

# Filter country == "Honduras"
ff2_habitat_hon <- ff2_habitat %>%
  filter(country == "Honduras")

# Get unique sites (location_name)
ff2_habitat_hon_sites <- ff2_habitat_hon %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_habitat_hon_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
10 -86.309 16.397 Reserve 207
11 -86.299 16.398 Reserve 207
18 -86.345 16.390 Reserve 207
19 -86.351 16.389 Reserve 207
20 -86.347 16.389 Reserve 207
21 -86.324 16.391 Reserve 207
22 -86.262 16.409 Reserve 207
7 -86.289 16.400 Reserve 207
8 -86.274 16.406 Reserve 207
UOIA2 NA NA Reserve 145
UWIA2 NA NA Reserve 142
6 -86.313 16.394 Reserve 138
CAYO BLANCO NA NA Reserve 137
UOCA1 NA NA Reserve 134
BAJO SECO NA NA Reserve 126
MIL3 NA NA Reserve 91
MIL1 NA NA Reserve 90
MIL2 NA NA Reserve 88
MBPC-4 NA NA Reserve 74
MBPC-8 NA NA Reserve 71
17 -86.264 16.410 Reserve 69
MBPC-2 NA NA Reserve 65
MBPC-1 NA NA Reserve 62
MBPC-7 NA NA Reserve 62
MBPC-5 NA NA Reserve 60
NMSF1 NA NA Reserve 51
MBPC-6 NA NA Reserve 32
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_hon_hab <- ff2_habitat_hon %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_hon_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
#Count methodology 
ff2_habitat_methodology_counts_hon <- ff2_habitat_hon %>%
  count(methodology)

ff2_habitat_methodology_counts_hon %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
methodology n
photo transect 3231
NA 269

2.3. Indonesia

# Filter country == "Indonesia"
ff2_habitat_ind <- ff2_habitat %>%
  filter(country == "Indonesia")

# Get unique sites (location_name)
ff2_habitat_ind_sites <- ff2_habitat_ind %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_habitat_ind_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
MAGIN1 -4.773270 122.2612 Managed Access 121
TIWOR1 -4.577300 122.3029 Managed Access 118
TALRAY1 -5.475970 121.9236 Reserve 117
TIWOR2 -4.584460 122.3318 Managed Access 117
MORAM6 -4.126240 122.7300 Managed Access 115
TALRAY2 -5.493100 121.9344 Managed Access 114
WAWON6 -4.024780 123.2237 Reserve 113
SAGOR4 -5.307930 121.7637 Managed Access 111
MATAO6 -4.815140 122.1524 Managed Access 110
SAGOR2 -5.336950 121.7592 Managed Access 110
TALRAY5 -5.492530 122.0793 Reserve 110
WAWON1 -4.014850 123.0779 Managed Access 110
SAGOR6 -5.236780 121.7700 Managed Access 108
WAWON4 -4.007610 123.1792 Managed Access 107
KULIS3 -4.785520 123.1521 Managed Access 106
MAGIN6 -4.935120 122.3208 Managed Access 106
TALRAY3 -5.521450 121.9936 Managed Access 106
TALRAY4 -5.488320 122.0547 Reserve 106
TIWOR6 -4.659100 122.2920 Managed Access 106
KULIS6 -4.834370 123.1691 Managed Access 104
MATAO1 -4.919540 122.0871 Managed Access 103
SIOMP2 -5.668520 122.4844 Reserve 103
SAGOR1 -5.347380 121.7802 Managed Access 102
MAWAS2 -5.276720 122.2685 Managed Access 100
MAGIN3 -4.818580 122.2910 Managed Access 99
SIONT6 -5.417000 123.0895 Managed Access 99
PASIK3 -5.091880 122.6150 Managed Access 98
PASIK4 -5.122900 122.6139 Managed Access 98
SIOMP1 -5.680430 122.4592 Managed Access 97
MAWAS6 -5.398340 122.2737 Managed Access 95
SIOMP4 -5.687150 122.5472 Managed Access 95
PASIK5 -5.184880 122.6174 Managed Access 93
KAPUN1 -5.233840 122.7005 Managed Access 84
KAPUN2 -5.185560 122.7341 Reserve 84
KAPUN3 -5.202110 122.7178 Reserve 84
KAPUN4 -5.250150 122.7013 Managed Access 84
KAPUN5 -5.101370 122.7512 Managed Access 84
KULIS1 -4.813420 123.1210 Managed Access 84
KULIS2 -5.310750 123.2088 Managed Access 84
KULIS4 -4.815980 123.1684 Managed Access 84
KULIS5 -4.819220 123.1670 Managed Access 84
LABEN1 -3.572450 122.3690 Managed Access 84
LABEN2 -3.571350 122.3506 Managed Access 84
LABEN3 -3.564040 122.3488 Managed Access 84
LABEN4 -3.493200 122.4787 Managed Access 84
LABEN5 -3.479930 122.4900 Managed Access 84
LABEN6 -3.493350 122.4872 Managed Access 84
LASOL1 -3.684640 122.4237 Managed Access 84
LASOL2 -3.687940 122.4245 Managed Access 84
LASOL3 -3.748300 122.3667 Managed Access 84
LASOL4 -3.735340 122.3513 Managed Access 84
LASOL5 -3.726220 122.3916 Managed Access 84
LASOL6 -3.743650 122.4359 Managed Access 84
MAGIN2 -4.762080 122.3408 Managed Access 84
MAGIN4 -4.843100 122.2163 Managed Access 84
MAGIN5 -4.864190 122.2558 Managed Access 84
MATAO2 -4.889770 122.0522 Managed Access 84
MATAO3 -4.890970 122.0386 Managed Access 84
MATAO4 -4.845670 122.1183 Managed Access 84
MATAO5 -4.839170 122.1449 Managed Access 84
MAWAS1 -5.223530 122.2644 Reserve 84
MAWAS3 -5.284810 122.2524 Managed Access 84
MAWAS4 -5.359610 122.2608 Managed Access 84
MAWAS5 -5.372960 122.2633 Managed Access 84
MORAM1 -4.078630 122.7695 Reserve 84
MORAM2 -4.108580 122.8008 Reserve 84
MORAM3 -4.115640 122.8221 Reserve 84
MORAM4 -4.150660 122.7818 Reserve 84
MORAM5 -4.150960 122.7603 Managed Access 84
PASIK1 -4.967140 122.7837 Managed Access 84
PASIK2 -4.967300 122.7521 Managed Access 84
PASIK6 -5.051220 122.7344 Managed Access 84
PASIK7 -5.101100 122.7027 Managed Access 84
SAGOR3 -5.359740 121.7377 Managed Access 84
SAGOR5 -5.280030 121.7557 Managed Access 84
SIOMP3 -5.635550 122.4945 Managed Access 84
SIOMP5 -5.627600 122.5402 Reserve 84
SIOMP6 -5.620370 122.5191 Reserve 84
SIONT1 -5.315530 123.2033 Reserve 84
SIONT2 -5.341450 123.1920 Managed Access 84
SIONT3 -5.372430 123.1683 Managed Access 84
SIONT4 -5.381840 123.1518 Reserve 84
SIONT5 -5.404840 123.1265 Reserve 84
TALRAY6 -5.488290 122.0714 Managed Access 84
TIWOR3 -4.630960 122.3314 Managed Access 84
TIWOR4 -4.644800 122.3329 Managed Access 84
TIWOR5 -4.636370 122.3636 Managed Access 84
WABUL1 -5.613580 122.8693 Managed Access 84
WABUL2 -5.617520 122.8665 Managed Access 84
WABUL3 -5.621360 122.8618 Managed Access 84
WABUL4 -5.621350 122.8547 Managed Access 84
WABUL5 -5.627270 122.8519 Managed Access 84
WABUL6 -5.631680 122.8478 Managed Access 84
WAWON2 -4.008000 123.1356 Reserve 84
WAWON3 -4.010450 123.1517 Reserve 84
WAWON5 -4.016550 123.2126 Reserve 84
NTZ2 -4.410880 122.7739 Reserve 44
WAWON2 -4.008000 123.1356 Managed Access 38
UZ2 -4.424980 122.7985 Managed Access 37
MAGIN7 -4.887720 122.2896 Reserve 36
MORAM2 -4.108580 122.8008 Managed Access 33
TIWOR7 -4.698160 122.3921 Reserve 33
MAGIN4 -4.843100 122.2163 Reserve 31
SAGOR7 -5.124580 121.8196 Reserve 31
WABUL9 -5.615430 122.8690 Managed Access 30
MORAM3 -4.115640 122.8221 Managed Access 29
MATAO4 -4.845670 122.1183 Reserve 28
MORAM5 -4.150960 122.7603 Reserve 28
TIWOR4 -4.644800 122.3329 Reserve 28
UZ1 -4.396010 122.7592 Managed Access 27
NTZ1 -4.387720 122.7492 Reserve 25
WAWON7 -3.994740 122.9681 Managed Access 25
MATAO2 -4.889770 122.0522 Reserve 24
SAGOR3 -5.359740 121.7377 Reserve 24
MORAM7 -4.149720 122.8037 Managed Access 23
MATAO5 -4.839170 122.1449 Reserve 22
NTZ3 -4.437300 122.8443 Reserve 22
WAWON8 -3.985420 123.0383 Managed Access 22
KULIS9 -4.794360 123.1452 Reserve 21
TALRAY7 -5.447630 122.0490 Managed Access 20
WABUL8 -5.597890 122.8790 Reserve 19
KAPUN6 -5.285550 122.6812 Managed Access 18
PASIK6 -5.051220 122.7344 Reserve 18
TIWOR3 -4.630960 122.3314 Reserve 18
UZ3 -4.422840 122.8616 Managed Access 18
WABUL7 -5.588920 122.8859 Managed Access 18
KULIS1 -4.813420 123.1210 Reserve 17
KULIS8 -4.807500 123.1670 Reserve 17
MAGIN5 -4.864190 122.2558 Reserve 17
MORAM1 -4.078630 122.7695 Managed Access 17
PASIK8 -5.098130 122.7240 Managed Access 17
SIOMP6 -5.620370 122.5191 Managed Access 17
SIONT7 -5.336570 123.1947 Reserve 17
MAWAS10 -5.369890 122.2651 Reserve 16
MAWAS8 -5.313160 122.2629 Managed Access 16
MAWAS9 -5.356520 122.2597 Reserve 16
SIONT4 -5.381840 123.1518 Managed Access 16
SIONT8 -5.366950 123.1691 Reserve 16
KAPUN7 -5.239890 122.7399 Managed Access 15
MATAO7 -4.865492 122.0504 Managed Access 15
MAWAS3 -5.284810 122.2524 Reserve 15
MAWAS7 -5.398420 122.3273 Reserve 15
WABUL11 -5.638410 122.8426 Reserve 15
PASIK1 -4.967140 122.7837 Reserve 14
SIONT1 -5.315530 123.2033 Managed Access 14
KULIS7 -4.841110 123.1201 Managed Access 13
SIOMP5 -5.627600 122.5402 Managed Access 13
WABUL10 -5.617450 122.8514 Managed Access 13
WABUL12 -5.655420 122.8220 Reserve 13
KAPUN10 -5.162260 122.7427 Managed Access 12
KAPUN4 -5.250150 122.7013 Reserve 12
KAPUN8 -5.187170 122.7370 Reserve 12
KAPUN9 -5.203590 122.7216 Reserve 12
SIONT9 -5.404670 123.1194 Reserve 12
PASIK2 -4.967300 122.7521 Reserve 11
SIOMP7 -5.653730 122.4927 Reserve 11
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_ind_hab <- ff2_habitat_ind %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

 locations_with_different_coords_ind_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
#Count methodology 
ff2_habitat_methodology_counts_ind <- ff2_habitat_ind %>%
  count(methodology)

ff2_habitat_methodology_counts_ind %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
methodology n
point 9999

2.4. Philippines

# Filter country == "Philippines"
ff2_habitat_phi <- ff2_habitat %>%
  filter(country == "Philippines")

# Get unique sites (location_name)
ff2_habitat_phi_sites <- ff2_habitat_phi %>%
  group_by(location_name, lat, lon, location_status) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_habitat_phi_sites %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon location_status Count
Talisay MPA 9.95945 125.9920 Reserve 168
Agay-ayan 13.96814 123.4249 Reserve 150
Talisay MPA 9.97020 125.9785 Managed Access 150
Corregidor MPA 9.68804 126.0648 Reserve 140
Bangaan 7.49740 122.4358 Managed Access 138
Caloco 13.98470 123.4194 Reserve 138
T. Arlan MPA 10.01887 126.0208 Managed Access 136
Burgos MPA 10.02380 126.0748 Reserve 134
Gen Luna MPA 9.74043 126.1302 Reserve 134
Cloud 9 propose MPA 9.82509 126.1535 Propose MPA 132
Salvacion MPA 9.85355 126.1081 Reserve 132
Tambanan 7.31032 122.8000 Reserve 132
Caloco 13.99115 123.4128 Managed Access 130
Maribojoc MPA 9.94723 125.9551 Reserve 130
T. Arlan MPA 10.01406 126.0211 Reserve 130
Pamosaingan MPA 9.69323 125.9121 Reserve 128
Takot Lawum 7.76211 122.6950 Managed Access 128
Tambanan 7.30560 122.7999 Managed Access 124
Bangaan 7.48750 122.4150 Reserve 122
Bangaan 7.48993 122.4236 Reserve 120
Caloco 13.98633 123.4219 Reserve 120
Ermita NA NA Reserve 120
Tambanan 7.31300 122.7991 Reserve 120
Corregidor MPA 9.69864 126.0873 Managed Access 118
Takut Siare 7.42882 122.7784 Managed Access 118
San Antonio 14.03876 123.3963 Managed Access 116
Poblacion MPA 9.86097 126.1006 Reserve 112
San Antonio 14.03340 123.3920 Managed Access 112
Pamosaingan MPA 9.65914 125.9102 Managed Access 110
Tambanan 7.30264 122.8006 Managed Access 110
Takut Siare 7.42628 122.7697 Reserve 108
Tinigbas 11.75412 121.8723 Managed Access 108
Litayun MPA 7.44188 122.9832 Reserve 106
Buluan 7.68682 122.5458 Managed Access 104
Buluan Island Marine Sanctuary 7.68682 122.5458 Managed Access 104
Bangaan 7.48740 122.4112 Managed Access 102
Corregidor MPA 9.69868 126.0759 Managed Access 102
Diosan 7.62960 122.4948 Reserve 102
Mabuhay Marine Park 7.40308 122.9482 Reserve 102
Mabuhay Marine Park 7.40544 122.9491 Reserve 102
Tinigbas 11.75510 121.8604 Reserve 100
Mabuhay Marine Park 7.41658 122.9452 Managed Access 98
Punta Manobo 7.77679 122.6968 Managed Access 98
Tandu-Balasa 7.77565 122.7140 Reserve 98
Tinigbas 11.75469 121.8625 Reserve 98
Punta Manobo 7.77611 122.6987 Managed Access 96
San Juan 10.45482 123.4473 Reserve 96
Buluan 7.68707 122.5448 Managed Access 94
Buluan 7.68707 122.5448 Reserve 94
Buluan Island Marine Sanctuary 7.68707 122.5448 Managed Access 94
Buluan Island Marine Sanctuary 7.68707 122.5448 Reserve 94
Litayun MPA 7.43789 122.9708 Managed Access 92
Sand Bar 7.53548 122.7264 Reserve 92
Takut Siare 7.42208 122.7702 Reserve 92
Daku Island 9.74570 126.1548 Managed Access 90
Litayun MPA 7.43699 122.9830 Reserve 90
Pamosaingan MPA 9.70321 125.9130 Managed Access 90
Caub MPA 9.90821 125.8861 Managed Access 88
Moyong MPA 7.58453 123.0480 Reserve 88
Pandilosan Is. 7.46223 122.6937 Reserve 88
Tandu-Balasa 7.77806 122.7086 Reserve 88
Pucio 11.75718 121.8518 Managed Access 86
Agay-ayan 13.95981 123.4206 Managed Access 84
Buluan 7.67993 122.5453 Reserve 84
Buluan Island Marine Sanctuary 7.67993 122.5453 Reserve 84
Corregidor MPA 9.69298 126.0726 Reserve 84
Lampinigan 7.65275 123.0709 Reserve 84
Mabuhay Marine Park 7.41729 122.9469 Managed Access 84
Alegria MPA 10.06250 126.0667 Reserve 82
Diosan 7.63483 122.4937 Reserve 82
Ermita 10.42764 123.4348 Reserve 82
Cloud 9 propose MPA 9.81476 126.1605 Propose MPA 80
Diosan 7.62581 122.4964 Reserve 80
Lampinigan 7.65287 123.0717 Reserve 80
Litayun MPA 7.44651 122.9678 Managed Access 80
Moyong MPA 7.57341 123.0477 Reserve 80
Lampinigan 7.65643 123.0715 Reserve 76
Maribojoc MPA 9.94783 126.9541 Managed Access 74
Pamosaingan MPA 9.68204 125.9159 Reserve 72
Mantalip 9.80297 123.1681 Managed Access 70
Salvacion MPA 9.85388 126.1104 Reserve 70
Caloco 13.98769 123.4231 Reserve 68
Corregidor MPA 9.69660 126.0894 Managed Access 64
Iniban 9.88838 123.1485 Reserve 64
Mantalip 9.78471 123.1623 Managed Access 64
Poblacion MPA 9.85963 126.1034 Reserve 64
Takot Lawum 7.77679 122.6968 Managed Access 62
Takut Siare 7.43190 122.7742 Managed Access 62
NA NA NA NA 60
Tinigbas 11.75451 121.8677 Managed Access 58
Agay-ayan 13.96616 123.4263 Reserve 56
Caub MPA 9.90139 125.8817 Reserve 56
Pamosaingan MPA Station 2 9.69323 125.9121 Reserve 56
Burgos MPA Station 1 10.03171 126.0748 Reserve 55
Talisay MPA Station 1 9.95945 125.9920 Reserve 55
Moyong MPA 7.58108 123.0469 Reserve 54
General Luna MPA Station 1 9.74043 126.1302 Reserve 53
Maribojoc MPA Station 1 9.94723 125.9551 Reserve 53
Caub MPA 9.90209 125.8827 Reserve 52
Mantalip 9.79789 123.1695 Reserve 52
Mantalip 9.79871 123.1600 Reserve 52
Moyong MPA 7.59048 123.0485 Reserve 52
Pamosaingan MPA Station 1 9.68204 125.9159 Reserve 52
Patria MPA 11.73286 122.0140 Reserve 52
San Juan 10.44650 123.4390 Managed Access 52
T. Arlan MPA Inside Station 1 10.01406 126.0211 Reserve 52
Pilar Poblacion MPA Station 1 9.86097 126.1006 Reserve 51
Alegria MPA 10.06158 126.0683 Reserve 50
Buluan 7.68015 122.5454 Reserve 50
Buluan Island Marine Sanctuary 7.68015 122.5454 Reserve 50
Ermita 10.42873 123.4239 Managed Access 48
Iniban 9.89216 123.1482 Managed Access 48
Sand Bar 7.54004 122.7250 Reserve 48
Cloud 9 Station 1 9.82509 126.1535 Managed Access 47
Pamosaingan Outside Station 1 9.65914 125.9102 Managed Access 47
Corregidor MPA 9.68907 126.0748 Reserve 46
Iniban 9.88926 123.1487 Reserve 46
Pandilosan Is. 7.46057 122.6883 Reserve 46
Puntod Shoal MPA 11.60746 122.0182 Reserve 46
Tinigbas 11.75480 121.8637 Reserve 44
Dapdap MPA Station 1 10.79075 124.5216 Reserve 43
Dapdap MPA Station 2 10.79075 124.5216 Reserve 43
Pilar Salvacion MPA Station 1 9.85388 126.1104 Reserve 43
Caub MPA 9.89254 125.8888 Managed Access 42
Daku Outside Station 1 9.74570 126.1548 Managed Access 42
Iniban 9.88515 123.1502 Managed Access 42
Calmante Station 2 10.63937 124.4980 Managed Access 41
Talisay Outside Station 1 9.97020 125.9785 Managed Access 40
Tuland Diot Station 2 10.71983 124.4839 Managed Access 40
Calmante Station 1 10.63869 124.4960 Managed Access 39
Villahermosa MPA 10.67045 124.5166 Reserve 39
Mabini Station 3 10.62553 124.4292 Managed Access 38
Nag-Uban MPA 10.68562 124.3073 Reserve 38
Pamosaingan Outside Station 2 9.70321 125.9130 Managed Access 38
Tuland Diot Station 1 10.71997 124.3146 Managed Access 38
Alegria MPA Inside Station 1 10.06250 126.0667 Reserve 36
Inusukan Outside Station 2 10.71549 124.4797 Managed Access 36
Mabini MPA Station 1 10.62609 124.4201 Reserve 36
T. Arlan MPA Outside Station 1 10.01887 126.0208 Managed Access 36
Burgos MPA Station 2 10.02380 126.0748 Reserve 35
Inusukan MPA Station 1 10.70717 124.4727 Reserve 35
Inusukan MPA Station 2 10.70717 124.4727 Reserve 35
Inusukan Outside Station 1 10.71549 124.4797 Managed Access 35
Mag-aba MPA 11.72867 122.0473 Reserve 35
PMP Outside 10.79674 124.5703 Managed Access 35
Puertobello MPA 10.68785 124.4981 Reserve 35
Cloud 9 Station 2 9.81476 126.1605 Managed Access 34
Mabini MPA Station 2 10.62665 124.4164 Reserve 34
Maribojoc Outside Station 1 9.94783 126.9541 Managed Access 34
General Luna MPA Station 2 9.74900 126.1412 Reserve 33
PMP Inside 10.79676 124.5703 Reserve 33
Pilar Salvacion MPA Station 2 9.85355 126.1081 Reserve 33
Tingib MPA 11.72844 122.0458 Reserve 33
Lampinigan 7.65873 123.0710 Reserve 32
San Isidro MPA 10.61462 124.3548 Reserve 32
Burgos Outside Station 1 10.03171 126.0748 Managed Access 31
Daku Outside Station 2 9.74654 126.1618 Managed Access 31
Abiera MPA 11.57927 122.0859 Reserve 29
San Isidro Outside 10.61489 124.3607 Managed Access 29
Alegria MPA Inside Station 2 10.06158 126.0683 Reserve 27
Duyong outside 11.72114 122.0271 Managed Access 27
Caub MPA 9.89598 125.8851 Reserve 26
Idio MPA 11.62858 122.0956 Reserve 24
Pilar Poblacion MPA Station 2 9.85963 126.1034 Reserve 24
Idiacacan MPA 11.67910 122.0985 Reserve 19
Burgos Outside Station 2 10.02680 126.0742 Managed Access 15
Burgos Outside Station 11 10.02680 126.0742 Managed Access 1
Burgos Outside Station 12 10.02680 126.0742 Managed Access 1
Burgos Outside Station 17 10.02680 126.0742 Managed Access 1
Burgos Outside Station 19 10.02680 126.0742 Managed Access 1
Burgos Outside Station 21 10.02680 126.0742 Managed Access 1
Burgos Outside Station 22 10.02680 126.0742 Managed Access 1
Burgos Outside Station 24 10.02680 126.0742 Managed Access 1
Burgos Outside Station 25 10.02680 126.0742 Managed Access 1
Burgos Outside Station 27 10.02680 126.0742 Managed Access 1
Burgos Outside Station 29 10.02680 126.0742 Managed Access 1
Burgos Outside Station 30 10.02680 126.0742 Managed Access 1
Burgos Outside Station 33 10.02680 126.0742 Managed Access 1
Burgos Outside Station 5 10.02680 126.0742 Managed Access 1
Burgos Outside Station 7 10.02680 126.0742 Managed Access 1
Burgos Outside Station 9 10.02680 126.0742 Managed Access 1
# Check for locations with the same name but different latitudes or longitudes
locations_with_different_coords_phi_hab <- ff2_habitat_phi %>%
  group_by(location_name) %>%
  summarise(
    Unique_Lats = n_distinct(lat),
    Unique_Lons = n_distinct(lon),
    .groups = "drop") %>%
  filter(Unique_Lats > 1 | Unique_Lons > 1) # Filter for locations with more than one unique latitude or longitude

locations_with_different_coords_phi_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name Unique_Lats Unique_Lons
Agay-ayan 3 3
Alegria MPA 2 2
Bangaan 4 4
Buluan 4 4
Buluan Island Marine Sanctuary 4 4
Caloco 4 4
Caub MPA 5 5
Cloud 9 propose MPA 2 2
Corregidor MPA 6 6
Diosan 3 3
Ermita 3 3
Iniban 4 4
Lampinigan 4 4
Litayun MPA 4 4
Mabuhay Marine Park 4 4
Mantalip 4 4
Maribojoc MPA 2 2
Moyong MPA 4 4
Pamosaingan MPA 4 4
Pandilosan Is. 2 2
Poblacion MPA 2 2
Punta Manobo 2 2
Salvacion MPA 2 2
San Antonio 2 2
San Juan 2 2
Sand Bar 2 2
T. Arlan MPA 2 2
Takot Lawum 2 2
Takut Siare 4 4
Talisay MPA 2 2
Tambanan 4 4
Tandu-Balasa 2 2
Tinigbas 5 5
distinct_coords_for_varied_locations_hab <- ff2_habitat_phi %>%
  group_by(location_name) %>%
  distinct(location_name, lat, lon) %>%
  ungroup() %>%
  arrange(location_name, lat, lon)

# Filter to keep only those locations with more than one unique combination of latitude and longitude
locations_with_different_coords_phi_detail_hab <- distinct_coords_for_varied_locations_hab %>%
  add_count(location_name) %>%
  filter(n > 1) %>%
  select(-n) # remove the count column after filtering

# View the results
locations_with_different_coords_phi_detail_hab %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name lat lon
Agay-ayan 13.95981 123.4206
Agay-ayan 13.96616 123.4263
Agay-ayan 13.96814 123.4249
Alegria MPA 10.06158 126.0683
Alegria MPA 10.06250 126.0667
Bangaan 7.48740 122.4112
Bangaan 7.48750 122.4150
Bangaan 7.48993 122.4236
Bangaan 7.49740 122.4358
Buluan 7.67993 122.5453
Buluan 7.68015 122.5454
Buluan 7.68682 122.5458
Buluan 7.68707 122.5448
Buluan Island Marine Sanctuary 7.67993 122.5453
Buluan Island Marine Sanctuary 7.68015 122.5454
Buluan Island Marine Sanctuary 7.68682 122.5458
Buluan Island Marine Sanctuary 7.68707 122.5448
Caloco 13.98470 123.4194
Caloco 13.98633 123.4219
Caloco 13.98769 123.4231
Caloco 13.99115 123.4128
Caub MPA 9.89254 125.8888
Caub MPA 9.89598 125.8851
Caub MPA 9.90139 125.8817
Caub MPA 9.90209 125.8827
Caub MPA 9.90821 125.8861
Cloud 9 propose MPA 9.81476 126.1605
Cloud 9 propose MPA 9.82509 126.1535
Corregidor MPA 9.68804 126.0648
Corregidor MPA 9.68907 126.0748
Corregidor MPA 9.69298 126.0726
Corregidor MPA 9.69660 126.0894
Corregidor MPA 9.69864 126.0873
Corregidor MPA 9.69868 126.0759
Diosan 7.62581 122.4964
Diosan 7.62960 122.4948
Diosan 7.63483 122.4937
Ermita 10.42764 123.4348
Ermita 10.42873 123.4239
Ermita NA NA
Iniban 9.88515 123.1502
Iniban 9.88838 123.1485
Iniban 9.88926 123.1487
Iniban 9.89216 123.1482
Lampinigan 7.65275 123.0709
Lampinigan 7.65287 123.0717
Lampinigan 7.65643 123.0715
Lampinigan 7.65873 123.0710
Litayun MPA 7.43699 122.9830
Litayun MPA 7.43789 122.9708
Litayun MPA 7.44188 122.9832
Litayun MPA 7.44651 122.9678
Mabuhay Marine Park 7.40308 122.9482
Mabuhay Marine Park 7.40544 122.9491
Mabuhay Marine Park 7.41658 122.9452
Mabuhay Marine Park 7.41729 122.9469
Mantalip 9.78471 123.1623
Mantalip 9.79789 123.1695
Mantalip 9.79871 123.1600
Mantalip 9.80297 123.1681
Maribojoc MPA 9.94723 125.9551
Maribojoc MPA 9.94783 126.9541
Moyong MPA 7.57341 123.0477
Moyong MPA 7.58108 123.0469
Moyong MPA 7.58453 123.0480
Moyong MPA 7.59048 123.0485
Pamosaingan MPA 9.65914 125.9102
Pamosaingan MPA 9.68204 125.9159
Pamosaingan MPA 9.69323 125.9121
Pamosaingan MPA 9.70321 125.9130
Pandilosan Is. 7.46057 122.6883
Pandilosan Is. 7.46223 122.6937
Poblacion MPA 9.85963 126.1034
Poblacion MPA 9.86097 126.1006
Punta Manobo 7.77611 122.6987
Punta Manobo 7.77679 122.6968
Salvacion MPA 9.85355 126.1081
Salvacion MPA 9.85388 126.1104
San Antonio 14.03340 123.3920
San Antonio 14.03876 123.3963
San Juan 10.44650 123.4390
San Juan 10.45482 123.4473
Sand Bar 7.53548 122.7264
Sand Bar 7.54004 122.7250
T. Arlan MPA 10.01406 126.0211
T. Arlan MPA 10.01887 126.0208
Takot Lawum 7.76211 122.6950
Takot Lawum 7.77679 122.6968
Takut Siare 7.42208 122.7702
Takut Siare 7.42628 122.7697
Takut Siare 7.42882 122.7784
Takut Siare 7.43190 122.7742
Talisay MPA 9.95945 125.9920
Talisay MPA 9.97020 125.9785
Tambanan 7.30264 122.8006
Tambanan 7.30560 122.7999
Tambanan 7.31032 122.8000
Tambanan 7.31300 122.7991
Tandu-Balasa 7.77565 122.7140
Tandu-Balasa 7.77806 122.7086
Tinigbas 11.75412 121.8723
Tinigbas 11.75451 121.8677
Tinigbas 11.75469 121.8625
Tinigbas 11.75480 121.8637
Tinigbas 11.75510 121.8604
#Count methodology 
ff2_habitat_methodology_counts_phi <- ff2_habitat_phi %>%
  count(methodology)

ff2_habitat_methodology_counts_phi %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
methodology n
photo transect 999
NA 11126

Elements that will require Validation:

# ff2_fish: 2316 objects

ff2_fish_dates_transect <- ff2_fish %>%
  group_by(location_name, survey_date, transect_no) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_fish_dates_transect %>%
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name survey_date transect_no Count
1 NA 1 560
1 NA 2 560
2 NA 1 560
2 NA 2 560
3 NA 1 560
3 NA 2 560
Bolisong Marine Sanctuary NA NMAN6A0616 289
Ermita Marine Protected Area NA NSER3A0616 287
Mantalip Marine Reserve NA NBIN4F0616 284
Bolisong Marine Sanctuary NA NMAN5A0616 278
San Salvador Marine Protected Area NA ZMSS6A0317 275
Mantalip NA NBIN4F0417 272
Malalison Island Marine Sanctuary NA ACML1B0515 271
Mantalip Marine Reserve NA NBIN4F0712 267
Malalison NA ACML1A0317 264
Poblacion Inside Station 1 NA 1 262
Ermita Marine Protected Area NA NSER2A0616 261
Corregidor NA SDCR6B0617 260
Iniban Marine Sanctuary NA NAYU1F0712 260
Cabulotan Marine Reserve NA NTCB4A0616 258
Ermita Marine Protected Area NA NSER2A0417 258
Mantalip Marine Reserve NA NBIN3R0712 254
Bahurang Aurora Fishery Reserve NA MLCB3A0416 251
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1F0617 249
Caub NA SDCB3A0617 247
Ermita Marine Protected Area NA NSER2B0417 247
Bolisong Marine Sanctuary NA NMAN3A0517 242
Iniban MS NA NAYU2F0417 242
Bolisong Marine Sanctuary NA NMAN6B0517 241
Mantalip Marine Reserve NA NBIN4R0415 240
Ermita Marine Protected Area NA NSER3A0417 239
Corregidor NA SDCR4A0617 238
Bahurang Vigo Fishery Reserve NA MLBV1A0717 237
Iniban MS NA NAYU4R0417 237
Cabulotan Marine Reserve NA NTCB2A0616 236
Cabulotan Marine Reserve NA NTCB2B0616 236
Caub NA SDCB2A0617 235
Corregidor NA SDCR2A0617 235
Mantalip Marine Reserve NA NBIN4F0514 235
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6F0617 233
Ermita Marine Protected Area NA NSER3B0616 233
Bolisong Marine Sanctuary NA NMAN1B0517 232
Ermita Marine Protected Area NA NSER3B0417 232
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3F0617 231
Malalison NA ACML1B0317 231
Iniban MS NA NAYU2R0417 230
Tinigbas Marine Sanctuary NA ALTN4A0317 230
Bolisong Marine Sanctuary NA NMAN3A0616 228
Mantalip NA NBIN3R0417 228
Mantalip Marine Reserve NA NBIN3R0616 228
Bahurang Aurora Fishery Reserve NA MLCB4A0717 227
Bahurang Aurora Fishery Reserve NA MLCB2A0416 226
Cabulotan Marine Reserve NA NTCB2A0417 226
Tinigbas Marine Sanctuary NA ALTN4A0516 226
Cabulotan Marine Reserve NA NTCB1A0616 225
Hambongan Marine Protected Area NA BIHM1R0412 225
Ermita Marine Protected Area NA NSER3B0515 224
Iniban MS NA NAYU1F0417 224
Iniban MS NA NAYU3F0417 224
Bolisong Marine Sanctuary NA NMAN6B0616 223
Cabulotan Marine Reserve NA NTCB2B0417 223
Ermita Marine Protected Area NA NSER2B0616 223
Malalison NA ACML2A0317 223
San Juan Marine Protected Area NA NSSJ1A0616 223
Poblacion Inside Station 1 NA 3 222
Bahurang Vigo Fishery Reserve NA MLBV5B0717 220
Bolisong Marine Sanctuary NA NMAN2A0616 220
Mantalip Marine Reserve NA NBIN6F0712 220
San Juan Marine Protected Area NA NSSJ1A0417 220
Bahurang Vigo Fishery Reserve NA MLBV1B0717 219
Bolisong Marine Sanctuary NA NMAN2A0517 218
Cabulotan Marine Reserve NA NTCB4B0616 218
Caub NA SDCB6A0617 218
San Salvador Marine Protected Area NA ZMSS7A0317 218
Poblacion Inside Station 2 NA 1 217
Iniban Marine Sanctuary NA NAYU2R0712 216
Bahurang Aurora Fishery Reserve NA MLCB2A0717 215
Bahurang Aurora Fishery Reserve NA MLCB4B0416 215
Ermita Marine Protected Area NA NSER2B0515 215
Mantalip Marine Reserve NA NBIN4R0712 214
Bahurang Vigo Fishery Reserve NA MLBV4B0717 211
Bolisong Marine Sanctuary NA NMAN2B0517 211
Corregidor NA SDCR1A0617 211
Bahurang Aurora Fishery Reserve NA MLCB1B0717 210
Bahurang Aurora Fishery Reserve NA MLCB3A0717 210
Bahurang Vigo Fishery Reserve NA MLBV3A0715 210
Caub Fish Sanctuary NA SDCB6A0416 210
Corregidor NA SDCR5A0617 210
Bahurang Vigo Fishery Reserve NA MLBV2A0715 209
Cabulotan Marine Reserve NA NTCB3A0616 208
Daku Is. Outside Station 1 NA 1 208
Mantalip Marine Reserve NA NBIN5R0712 208
Mantalip Marine Reserve NA NBIN1F0712 207
San Juan Marine Protected Area NA NSSJ1B0515 207
Bahurang Aurora Fishery Reserve NA MLCB1A0717 206
Bahurang Aurora Fishery Reserve NA MLCB5A0717 206
Bolisong Marine Sanctuary NA NMAN3B0616 206
Mantalip Marine Reserve NA NBIN2R0616 206
Cabulotan Marine Reserve NA NTCB2B0415 205
Iniban Marine Sanctuary NA NAYU3F0712 205
Mantalip Marine Reserve NA NBIN1R0712 205
Mantalip Marine Reserve NA NBIN3R0514 205
Tinigbas Marine Sanctuary NA ALTN1A0516 205
Bolisong Marine Sanctuary NA NMAN1A0517 204
Iniban Marine Sanctuary NA NAYU1R0712 204
Mantalip Marine Reserve NA NBIN4R0514 203
Bahurang Aurora Fishery Reserve NA MLCB3B0416 202
Ermita Marine Protected Area NA NSER3A0515 202
Mantalip Marine Reserve NA NBIN2R0712 202
Tinigbas Marine Sanctuary NA ALTN2A0516 201
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5R0812 200
Bahurang Vigo Fishery Reserve NA MLBV3B0717 200
Bolisong Marine Sanctuary NA NMAN2B0616 200
Bolisong Marine Sanctuary NA NMAN1B0616 199
Bolisong Marine Sanctuary NA NMAN4A0616 199
Ermita Marine Protected Area NA NSER1A0616 199
Malalison Island Marine Sanctuary NA ACML3B0515 199
Mantalip Marine Reserve NA NBIN1F0616 199
Mantalip Marine Reserve NA NBIN4F0515 199
Malalison Island Marine Sanctuary NA ACML1A0516 198
Poblacion Inside Station 1 NA 2 198
Poblacion Inside Station 2 NA 2 198
Ragnas NA SGBG2A0617 198
Caub NA SDCB3B0617 197
Malalison Island Marine Sanctuary NA ACML2B0515 197
Cabulotan Marine Reserve NA NTCB3A0417 196
Iniban MS NA NAYU3R0417 196
Iniban Marine Sanctuary NA NAYU2R0514 196
San Juan Marine Protected Area NA NSSJ1A0515 196
Tinigbas Marine Sanctuary NA ALTN3A0317 196
San Salvador Marine Protected Area NA ZMSS5B0315 195
Tinigbas Marine Sanctuary NA ALTN6A0317 195
Tinigbas Marine Sanctuary NA ALTN6A0516 195
Bahurang Vigo Fishery Reserve NA MLBV5A0715 194
T. Arlan Inside Station 1 NA 1 194
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1F0812 193
Bahurang Aurora Fishery Reserve NA MLCB3B0717 193
Bahurang Vigo Fishery Reserve NA MLBV1A0715 193
Buluan Island Marine Sanctuary NA ZIPI1F0616 193
Iniban Marine Sanctuary NA NAYU6R0816 193
Tinigbas Marine Sanctuary NA ALTN3A0516 193
Bolisong Marine Sanctuary NA NMAN1A0616 192
Mantalip Marine Reserve NA NBIN1F0514 192
Buluan Island Marine Sanctuary NA ZIPI3F0514 191
Buluan Island Marine Sanctuary NA ZIPI4F0517 191
Mantalip Marine Reserve NA NBIN5F0712 191
Bahurang Aurora Fishery Reserve NA MLCB4B0717 190
Bahurang Aurora Fishery Reserve NA MLCB5B0717 190
Bolisong Marine Sanctuary NA NMAN6A0517 190
Buluan Island Marine Sanctuary NA ZIPI3F0616 190
Cabulotan Marine Reserve NA NTCB3B0616 190
Caub Fish Sanctuary NA SDCB3A0416 190
Iniban Marine Sanctuary NA NAYU5F0712 190
Buluan Island Marine Sanctuary NA ZIPI1F0517 189
Ragnas NA SGBG1A0617 189
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6R0617 188
Mantalip Marine Reserve NA NBIN2R0514 188
Mantalip Marine Reserve NA NBIN6F0514 188
Tinigbas Marine Sanctuary NA ALTN3B0516 188
Uba Marine Protected Area NA SCUB1R0913 188
Bahurang Vigo Fishery Reserve NA MLBV3A0717 187
Iniban Marine Sanctuary NA NAYU2F0712 187
Ayoke NA SCAY1R0517 186
Bahurang Aurora Fishery Reserve NA MLCB3B0315 186
Bahurang Vigo Fishery Reserve NA MLBV1A0516 186
Corregidor NA SDCR2B0617 186
Iniban Marine Sanctuary NA NAYU3R0514 186
Mantalip Marine Reserve NA NBIN6F0616 186
Tinigbas Marine Sanctuary NA ALTN1B0516 186
Tinigbas Marine Sanctuary NA ALTN2A0317 186
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3F0316 185
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5F0617 185
Bolisong Marine Sanctuary NA NMAN6A0515 185
Cabulotan Marine Reserve NA NTCB4B0415 185
Mantalip Marine Reserve NA NBIN3R0515 185
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG2R0617 184
Bolisong Marine Sanctuary NA NMAN4A0517 184
Iniban Marine Sanctuary NA NAYU1F0816 184
Mantalip Marine Reserve NA NBIN6R0415 184
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6R0415 183
Hambongan Marine Protected Area NA BICU3R0616 183
Iniban Marine Sanctuary NA NAYU3R0712 183
Mantalip NA NBIN4R0417 183
Mantalip Marine Reserve NA NBIN1R0514 183
Mantalip Marine Reserve NA NBIN4R0616 183
San Juan Marine Protected Area NA NSSJ1B0616 183
San Salvador Marine Protected Area NA ZMSS5A0317 183
Tinigbas Marine Sanctuary NA ALTN3B0515 183
Cabulotan Marine Reserve NA NTCB4B0417 182
Mantalip Marine Reserve NA NBIN2R0415 182
Hambongan Marine Protected Area NA BICU1F0616 181
Iniban Marine Sanctuary NA NAYU1R0816 181
Iniban Marine Sanctuary NA NAYU3F0514 181
Bolisong Marine Sanctuary NA NMAN2B0515 180
Buluan Island Marine Sanctuary NA ZIPI1F0514 180
Buluan Island Marine Sanctuary NA ZIPI4F0514 180
Ermita Marine Protected Area NA NSER2A0515 180
Hambongan Marine Protected Area NA BIHM2F0412 180
Hambongan Marine Protected Area NA BIHM4F0616 180
Hambongan Marine Protected Area NA BIHM5R0813 180
Malalison Island Marine Sanctuary NA ACML1B0516 180
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3F0812 179
Bolisong Marine Sanctuary NA NMAN3B0517 179
Buluan Island Marine Sanctuary NA ZIPI4F0616 179
Hambongan Marine Protected Area NA BICU3F0616 179
Hambongan Marine Protected Area NA BIHM3R0616 179
Bolisong Marine Sanctuary NA NMAN3A0515 178
Bolisong Marine Sanctuary NA NMAN3B0515 178
Cabulotan Marine Reserve NA NTCB3B0417 178
Hambongan Marine Protected Area NA BIHM2F0616 178
Iniban Marine Sanctuary NA NAYU2R0415 178
Malalison Island Marine Sanctuary NA ACML2A0516 178
Tinigbas Marine Sanctuary NA ALTN1B0515 178
Buluan Island Marine Sanctuary NA ZIPI6R0517 177
Cabulotan Marine Reserve NA NTCB4A0417 177
Ermita Marine Protected Area NA NSER1A0417 177
Malalison Island Marine Sanctuary NA ACML2B0516 177
Mantalip Marine Reserve NA NBIN5R0415 177
Ayoke Marine Protected Area NA SCGI1F0316 176
Bahurang Aurora Fishery Reserve NA MLCB5A0416 176
Iniban Marine Sanctuary NA NAYU2R0816 176
Malalison Island Marine Sanctuary NA ACML1A0515 176
Tinigbas Marine Sanctuary NA ALTN2B0516 176
Uba NA SCUB1R0517 176
Bahurang Vigo Fishery Reserve NA MLBV5B0715 175
Caub Fish Sanctuary NA SDCB6A0515 175
Iniban Marine Sanctuary NA NAYU4R0712 175
Uba Marine Protected Area NA SCUB6R0913 175
Ayoke NA SCAY1F0517 174
Cabulotan Marine Reserve NA NTCB1A0417 174
Bahurang Aurora Fishery Reserve NA MLCB1B0416 173
Bahurang Aurora Fishery Reserve NA MLCB5B0315 173
Iniban Marine Sanctuary NA NAYU3R0816 173
Pamosaingan Inside Station 2 NA 1 173
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG2R0812 172
Bahurang Vigo Fishery Reserve NA MLBV1B0715 172
Mantalip Marine Reserve NA NBIN1R0415 172
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3R0617 171
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6R0414 171
Bahurang Vigo Fishery Reserve NA MLBV1B0516 171
Bahurang Vigo Fishery Reserve NA MLBV3A0516 171
Buluan Island Marine Sanctuary NA ZIPI2R0515 171
Ermita Marine Protected Area NA NSER4A0417 171
Mantalip NA NBIN5R0417 171
Mantalip Marine Reserve NA NBIN5R0514 171
Mantalip Marine Reserve NA NBIN5R0616 171
Maribojoc Inside Station 1 NA 1 171
Ragnas Marine Protected Area NA SGBG4F0711 171
Tinigbas Marine Sanctuary NA ALTN6B0516 171
Bolisong Marine Sanctuary NA NMAN6B0515 170
Buluan Island Marine Sanctuary NA ZIPI3F0712 170
Burgos NA SCBU3F0517 170
Mantalip Marine Reserve NA NBIN5F0514 170
Mantalip Marine Reserve NA NBIN6R0514 170
San Juan Marine Protected Area NA NSSJ1B0417 170
Tinigbas Marine Sanctuary NA ALTN3B0317 170
Uba NA SCUB2F0517 170
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3F0414 169
Caub Fish Sanctuary NA SDCB5A0416 169
Mantalip Marine Reserve NA NBIN5F0616 169
Tinigbas Marine Sanctuary NA ALTN1B0317 169
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5R0414 168
Bolisong Marine Sanctuary NA NMAN1B0515 168
Buluan Island Marine Sanctuary NA ZIPI2R0712 168
Buluan Island Marine Sanctuary NA ZIPI3F0515 168
Cabulotan Marine Reserve NA NTCB3B0415 168
Caub Fish Sanctuary NA SDCB2A0416 168
Mantalip NA NBIN1F0417 168
Uba Marine Protected Area NA SCUB4R0913 168
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3F0415 167
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG4R0812 167
Bolisong Marine Sanctuary NA NMAN4A0515 167
Ragnas Marine Protected Area NA SGBG6F0512 167
Uba Marine Protected Area NA SCUB2R0913 167
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3R0316 166
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5R0415 166
Bolisong Marine Sanctuary NA NMAN2A0515 166
Buluan Island Marine Sanctuary NA ZIPI4F0712 166
Ayoke NA SCAY7R0517 165
Ayoke Marine Protected Area NA SCAY1F0316 165
Iniban Marine Sanctuary NA NAYU3F0515 165
Malalison Island Marine Sanctuary NA ACML3A0516 164
Uba Marine Protected Area NA SCUB3R0913 164
Ayoke NA SCAY2F0517 163
Bahurang Vigo Fishery Reserve NA MLBV6A0717 163
Cabulotan Marine Reserve NA NTCB4A0415 163
Corregidor NA SDCR5B0617 163
Ermita Marine Protected Area NA NSER1B0616 163
Malalison NA ACML3A0317 163
Ayoke Marine Protected Area NA SCAY1R0913 162
Buluan Island Marine Sanctuary NA ZIPI1F0712 162
Cabulotan Marine Reserve NA NTCB1B0616 162
Malalison NA ACML2B0317 162
Pamosaingan Inside Station 1 NA 1 162
Ayoke Marine Protected Area NA SCAY7R0316 161
Bahurang Aurora Fishery Reserve NA MLCB5B0416 161
Bahurang Vigo Fishery Reserve NA MLBV2A0717 161
Bahurang Vigo Fishery Reserve NA MLBV4A0516 161
Corregidor Fish Sanctuary NA SDCR2A0416 161
Iniban Marine Sanctuary NA NAYU2F0514 161
Iniban Marine Sanctuary NA NAYU3F0816 161
Mantalip NA NBIN6F0417 161
Uba NA SCUB1F0517 161
Uba NA SCUB7F0517 161
Uba Marine Protected Area NA SCUB2F0416 161
Ayoke Marine Protected Area NA SCAY6R0913 160
Bahurang Vigo Fishery Reserve NA MLBV6A0715 160
Buluan Island Marine Sanctuary NA ZIPI3R0712 160
Hambongan Marine Protected Area NA BIHM5R0412 160
Hambongan Marine Protected Area NA BIHM6R0813 160
Mantalip NA NBIN5F0417 160
Mantalip Marine Reserve NA NBIN6R0616 160
Tinigbas Marine Sanctuary NA ALTN5A0317 160
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1F0414 159
Bolisong Marine Sanctuary NA NMAN1A0515 159
Cabulotan Marine Reserve NA NTCB2A0415 159
Corregidor NA SDCR6A0617 159
Buluan Island Marine Sanctuary NA ZIPI1R0515 158
Hambongan Marine Protected Area NA BIHM5F0616 158
Iniban Marine Sanctuary NA NAYU1F0515 158
Iniban Marine Sanctuary NA NAYU4R0816 158
San Salvador Marine Protected Area NA ZMSS1A0317 158
Tinigbas Marine Sanctuary NA ALTN5A0515 158
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1R0414 157
Bahurang Aurora Fishery Reserve NA MLCB4A0315 157
Buluan Island Marine Sanctuary NA ZIPI3R0514 157
Buluan Island Marine Sanctuary NA ZIPI4F0515 157
Caub Fish Sanctuary NA SDCB3A0515 157
Gen. Island NA SCGI1F0517 157
Hambongan Marine Protected Area NA BIHM1F0412 157
Iniban MS NA NAYU5F0417 157
Iniban Marine Sanctuary NA NAYU3R0515 157
Inusukan Outside Station3 NA 2 157
Libertad4 NA 1 157
Maribojoc Outside Station 2 NA 1 157
Tinigbas Marine Sanctuary NA ALTN2B0515 157
Ayoke Marine Protected Area NA SCAY2F0316 156
Bahurang Vigo Fishery Reserve NA MLBV3B0715 156
Bahurang Vigo Fishery Reserve NA MLBV5A0516 156
Corregidor Fish Sanctuary NA SDCR2A0515 156
Ragnas Marine Protected Area NA SGBG4R0512 156
Bahurang Aurora Fishery Reserve NA MLCB4A0416 155
Caub NA SDCB1A0617 155
Iniban Marine Sanctuary NA NAYU4R0514 155
Iniban Marine Sanctuary NA NAYU5F0514 155
Bahurang Aurora Fishery Reserve NA MLCB1A0315 154
Buluan Island Marine Sanctuary NA ZIPI3F0517 154
Maribojoc Outside Station 2 NA 2 154
Bahurang Aurora Fishery Reserve NA MLCB2A0315 153
Corregidor Fish Sanctuary NA SDCR6A0416 153
Hambongan Marine Protected Area NA BIHM6R0616 153
Iniban Marine Sanctuary NA NAYU1R0514 153
San Salvador Marine Protected Area NA ZMSS7A0216 153
AGCA NA CTAG2A0617 152
Bahurang Aurora Fishery Reserve NA MLCB3A0315 152
Bahurang Vigo Fishery Reserve NA MLBV5A0717 152
San Salvador Marine Protected Area NA ZMSS8A0317 152
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG2R0414 151
Bahurang Vigo Fishery Reserve NA MLBV2A0516 151
Bahurang Vigo Fishery Reserve NA MLBV5B0516 151
Corregidor Fish Sanctuary NA SDCR1A0416 151
Hambongan Marine Protected Area NA BIHM1R0813 151
Iniban Marine Sanctuary NA NAYU5R0514 151
Ragnas NA SGBG6A0617 151
Uba NA SCUB3R0517 151
Ayoke Marine Protected Area NA SCAY1F1114 150
Bahurang Vigo Fishery Reserve NA MLBV4A0717 150
Buluan Island Marine Sanctuary NA ZIPI6R0515 150
Caub Fish Sanctuary NA SDCB6B0515 150
Pamosaingan Inside Station 2 NA 3 150
Tinigbas Marine Sanctuary NA ALTN6B0317 150
Tinigbas Marine Sanctuary NA ALTN6B0515 150
Uba NA SCUB2R0517 150
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3R0414 149
Ayoke Marine Protected Area NA SCAY3R0913 149
Bahurang Aurora Fishery Reserve NA MLCB1B0315 149
Bahurang Aurora Fishery Reserve NA MLCB6A0717 149
Gen. Island NA SCGI1R0517 149
Malalison Island Marine Sanctuary NA ACML3B0516 149
Ayoke Marine Protected Area NA SCAY6F0316 148
Ayoke Marine Protected Area NA SCGI1F1114 148
Bahurang Vigo Fishery Reserve NA MLBV6A0516 148
Bolisong Marine Sanctuary NA NMAN5A0515 148
Hambongan Marine Protected Area NA BIHM5R0616 148
Ragnas Marine Protected Area NA SGBG1R0512 148
Ragnas Marine Protected Area NA SGBG4R0711 148
Caub Fish Sanctuary NA SDCB3B0515 147
Corregidor NA SDCR1B0617 147
Iniban Marine Sanctuary NA NAYU4R0515 147
Iniban Marine Sanctuary NA NAYU5R0816 147
Libertad2 NA 1 147
A: Ermita Marine Protected Area 2022-05-30 4 146
AGCA NA CTCL6A0617 146
Ayoke Marine Protected Area NA SCAY2F0913 146
Caub Fish Sanctuary NA SDCB6B0416 146
Malalison NA ACML3B0317 146
Mantalip Marine Reserve NA NBIN5F0515 146
Uba NA SCUB6F0517 146
Ayoke Marine Protected Area NA SCAY1F0913 145
Buluan Island Marine Sanctuary NA ZIPI5R0514 145
Hambongan Marine Protected Area NA BIHM6R0412 145
Iniban Marine Sanctuary NA NAYU1F0514 145
Ragnas Marine Protected Area NA SGBG3F0711 145
Uba NA SCUB6R0517 145
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG4R0414 144
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5F0812 144
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6R0316 144
Ayoke Marine Protected Area NA SCAY4F0913 144
Bahurang Aurora Fishery Reserve NA MLCB6A0315 144
Burgos Marine Protected Area NA SCBU3F0416 144
Pamosaingan Outside Station 2 NA 1 144
Buluan Island Marine Sanctuary NA ZIPI1F0515 143
Buluan Island Marine Sanctuary NA ZIPI1R0514 143
Buluan Island Marine Sanctuary NA ZIPI2R0517 143
Caub NA SDCB2B0617 143
Caub Fish Sanctuary NA SDCB1A0416 143
Corregidor Fish Sanctuary NA SDCR1A0515 143
Hambongan Marine Protected Area NA BIHM2R0412 143
Ragnas Marine Protected Area NA SGBG4F0512 143
Tinigbas Marine Sanctuary NA ALTN2B0317 143
Ayoke Marine Protected Area NA SCGI3F0316 142
Bahurang Aurora Fishery Reserve NA MLCB4B0315 142
Buluan Island Marine Sanctuary NA ZIPI5F0517 142
Iniban Marine Sanctuary NA NAYU2F0816 142
Iniban Marine Sanctuary NA NAYU6R0514 142
Mantalip Marine Reserve NA NBIN1R0616 142
Tinigbas Marine Sanctuary NA ALTN1A0317 142
Ayoke Marine Protected Area NA SCAY5R0913 141
Cabulotan Marine Reserve NA NTCB1B0415 141
Cabulotan Marine Reserve NA NTCB1B0417 141
Ermita Marine Protected Area NA NSER4A0515 141
Hambongan Marine Protected Area NA BIHM4R0616 141
San Salvador Marine Protected Area NA ZMSS5B0216 141
Ayoke Marine Protected Area NA SCAY8F0316 140
Buluan Island Marine Sanctuary NA ZIPI4R0712 140
Caub Fish Sanctuary NA SDCB2B0416 140
Pamosaingan Outside Station 1 NA 1 140
Ayoke Marine Protected Area NA SCAY2R0913 139
Ayoke Marine Protected Area NA SCAY4R0913 139
Corregidor NA SDCR3A0617 139
Iniban Marine Sanctuary NA NAYU5F0816 139
Ragnas NA SGBG2B0617 139
San Salvador Marine Protected Area NA ZMSS5A0216 139
T. Arlan Inside Station 1 NA 3 139
Talisay Outside Station 2 NA 1 139
Buluan Island Marine Sanctuary NA ZIPI3R0616 138
Poblacion NA SCPB1R0517 138
Ragnas Marine Protected Area NA SGBG6R0711 138
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1R0415 137
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1R0812 137
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG2R0415 137
Ayoke Marine Protected Area NA SCAY6F0913 137
Ayoke Marine Protected Area NA SCGI1R1114 137
Hambongan Marine Protected Area NA BIHM6R1214 137
Iniban Marine Sanctuary NA NAYU5R0712 137
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5F0316 136
Cabulotan Marine Reserve NA NTCB3A0415 136
Hambongan Marine Protected Area NA BIHM5F0813 136
Iniban Marine Sanctuary NA NAYU5R0515 136
Alegria Inside Station 2 NA 1 135
Ayoke Marine Protected Area NA SCAY1R0316 135
Buluan Island Marine Sanctuary NA ZIPI5F0514 135
Burgos Marine Protected Area NA SCBU5F0416 135
Hambongan Marine Protected Area NA BIHM5R1214 135
T. Arlan Inside Station 1 NA 2 135
AGCA NA CTCL1A0617 134
Caub NA SDCB4A0617 134
Corregidor Fish Sanctuary NA SDCR1B0515 134
Caub Fish Sanctuary NA SDCB3B0416 133
Caub Fish Sanctuary NA SDCB5A0515 133
Hambongan Marine Protected Area NA BICU1R0616 133
Hambongan Marine Protected Area NA BIHM4R1214 133
Hambongan Marine Protected Area NA BIHM5F0412 133
Hambongan Marine Protected Area NA BIHM5F1214 133
Mantalip Marine Reserve NA NBIN6R0712 133
San Salvador Marine Protected Area NA ZMSS6A0315 133
Uba Marine Protected Area NA SCUB1F0913 133
Ayoke Marine Protected Area NA SCAY2F1114 132
Corregidor Fish Sanctuary NA SDCR3A0515 132
Dapa2 NA 2 132
Pamosaingan Outside Station 1 NA 2 132
Ragnas NA SGBG3B0617 132
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG2A0615 131
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1F0316 131
Ayoke NA SCAY3R0517 131
Ayoke Marine Protected Area NA SCAY2R1114 131
Ayoke Marine Protected Area NA SCAY4R0411 131
Bahurang Aurora Fishery Reserve NA MLCB6A0416 131
Buluan Island Marine Sanctuary NA ZIPI6R0616 131
Caub NA SDCB6B0617 131
Pamosaingan Inside Station 2 NA 2 131
AGCA NA CTAG3A0617 130
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6F0316 130
Ayoke NA SCAY6F0517 130
Buluan Island Marine Sanctuary NA ZIPI3R0517 130
Caub Fish Sanctuary NA SDCB2A0515 130
Corregidor Fish Sanctuary NA SDCR2B0515 130
Hambongan Marine Protected Area NA BIHM4F1214 130
Mantalip Marine Reserve NA NBIN6F0515 130
San Salvador Marine Protected Area NA ZMSS5B0317 130
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6F0812 129
Ayoke Marine Protected Area NA SCAY6R0411 129
Cabulotan Marine Reserve NA NTCB1A0415 129
Corregidor Fish Sanctuary NA SDCR2B0416 129
Libertad3 NA 1 129
Ragnas NA SGBG1B0617 129
Ragnas Marine Protected Area NA SGBG2R0512 129
Ragnas Marine Protected Area NA SGBG2R0711 129
San Salvador Marine Protected Area NA ZMSS6A0216 129
Uba NA SCUB5F0517 129
Uba Marine Protected Area NA SCUB6F0416 129
Bahurang Vigo Fishery Reserve NA MLBV4B0516 128
Buluan Island Marine Sanctuary NA ZIPI5F0616 128
Buluan Island Marine Sanctuary NA ZIPI5R0515 128
Buluan Island Marine Sanctuary NA ZIPI6X0515 128
Burgos Inside Station 2 NA 1 128
Corregidor Fish Sanctuary NA SDCR5B0416 128
Uba Marine Protected Area NA SCUB1F0416 128
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN1A0716 127
Bahurang Aurora Fishery Reserve NA MLCB5A0315 127
Buluan Island Marine Sanctuary NA ZIPI1R0712 127
Buluan Island Marine Sanctuary NA ZIPI5F0712 127
Ragnas NA SGBG3A0617 127
San Antonio NA CTSN1A0617 127
Uba Marine Protected Area NA SCUB7F0416 127
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1R0316 126
Ayoke NA SCAY2R0517 126
Ayoke Marine Protected Area NA SCAY6F1114 126
Caub Fish Sanctuary NA SDCB4A0416 126
Caub Fish Sanctuary NA SDCB4A0515 126
Ermita Marine Protected Area NA NSER4A0616 126
Hambongan Marine Protected Area NA BIHM4F0511 126
Iniban Marine Sanctuary NA NAYU5F0515 126
Ragnas Marine Protected Area NA SGBG5R0711 126
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG2R0316 125
Caub NA SDCB5A0617 125
Hambongan Marine Protected Area NA BIHM4R0511 125
Ragnas Marine Protected Area NA SGBG6F0711 125
San Salvador Marine Protected Area NA ZMSS1B0317 125
San Salvador Marine Protected Area NA ZMSS7B0315 125
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG1F0415 124
Buluan Island Marine Sanctuary NA ZIPI2R0616 124
Buluan Island Marine Sanctuary NA ZIPI5F0515 124
Caub Fish Sanctuary NA SDCB1B0416 124
Corregidor Fish Sanctuary NA SDCR4A0416 124
Ermita Marine Protected Area NA NSER1B0515 124
Iniban Marine Sanctuary NA NAYU2F0515 124
Iniban Marine Sanctuary NA NAYU6R0712 124
Poblacion Marine Protected Area NA SCPB2F0416 124
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5R0316 123
Burgos NA SCBU3R0517 123
Corregidor Fish Sanctuary NA SDCR5A0416 123
Poblacion Marine Protected Area NA SCPB1R0416 123
Uba Marine Protected Area NA SCUB1F1114 123
Uba Marine Protected Area NA SCUB2F0913 123
Uba Marine Protected Area NA SCUB2R1114 123
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1B0716 122
Buluan Island Marine Sanctuary NA ZIPI4R0514 122
Corregidor Fish Sanctuary NA SDCR5A0515 122
San Salvador Marine Protected Area NA ZMSS2A0216 122
San Salvador Marine Protected Area NA ZMSS5A0315 122
San Salvador Marine Protected Area NA ZMSS7A0315 122
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6A0716 121
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG4R0415 121
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5F0414 121
Caub Fish Sanctuary NA SDCB2B0515 121
Mantalip Marine Reserve NA NBIN1F0515 121
A: Ermita Marine Protected Area 2022-05-30 3 120
A: Ermita Marine Protected Area 2022-05-30 5 120
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL3A0716 120
Ayoke Marine Protected Area NA SCAY8F1114 120
Ayoke Marine Protected Area NA SCGI2R0316 120
Ayoke Marine Protected Area NA SCGI3R1114 120
Caub Fish Sanctuary NA SDCB1A0515 120
Corregidor Fish Sanctuary NA SDCR6B0416 120
Libertad1 NA 1 120
Ragnas Marine Protected Area NA SGBG3R0512 120
T. Arlan Outside Station 2 NA 1 120
Uba Marine Protected Area NA SCUB1R1114 120
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG3A0716 119
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1A0716 119
Caringo Fish Sanctuary NA CMER4A0617 119
Corregidor Fish Sanctuary NA SDCR6A0515 119
Libertad6 NA 1 119
Poblacion NA SCPB2F0517 119
Ragnas Marine Protected Area NA SGBG5R0512 119
Tinigbas Marine Sanctuary NA ALTN5A0516 119
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL3R0713 118
Bahurang Vigo Fishery Reserve NA MLBV4A0715 118
Cloud 9 Outside Station 2 NA 1 118
Hambongan Marine Protected Area NA BIHM2R0616 118
Ragnas NA SGBG5A0617 118
Talisay Outside Station 2 NA 2 118
Ayoke Marine Protected Area NA SCAY2R0316 117
Buluan Island Marine Sanctuary NA ZIPI1R0616 117
Buluan Island Marine Sanctuary NA ZIPI5R0616 117
Caub NA SDCB1B0617 117
Cloud 9 Outside Station 1 NA 1 117
Hambongan Marine Protected Area NA BIHM1F0616 117
San Salvador Marine Protected Area NA ZMSS1A0216 117
Uba Marine Protected Area NA SCUB6F0913 117
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN2A0716 116
Ayoke NA SCAY8F0517 116
Ayoke Marine Protected Area NA SCAY1R1114 116
Ermita Marine Protected Area NA NSER4B0616 116
Hambongan Marine Protected Area NA BIHM1F0813 116
Hambongan Marine Protected Area NA BIHM3R0412 116
San Salvador Marine Protected Area NA ZMSS2A0315 116
Alegria Inside Station 1 NA 1 115
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3R0415 115
Buluan Island Marine Sanctuary NA ZIPI4R0515 115
Burgos NA SCBU5F0517 115
Iniban Marine Sanctuary NA NAYU1R0515 115
Iniban Marine Sanctuary NA NAYU6R0515 115
San Salvador Marine Protected Area NA ZMSS1A0315 115
Uba Marine Protected Area NA SCUB1R0416 115
A: Corregidor Fish Sanctuary 2022-03-17 2 114
AGCA NA CTAG1A0617 114
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG3R0812 114
Ayoke Marine Protected Area NA SCAY2R0312 114
Ayoke Marine Protected Area NA SCAY3R0312 114
Buluan Island Marine Sanctuary NA ZIPI3R0515 114
Burgos Marine Protected Area NA SCBU6F0416 114
Gen Luna Marine Protected Area 2022-03-19 3 114
San Salvador Marine Protected Area NA ZMSS1B0216 114
San Salvador Marine Protected Area NA ZMSS8A0216 114
Uba NA SCUB7R0517 114
Uba Marine Protected Area NA SCUB6F1114 114
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG5F0415 113
DC2 NA 2 113
Dapa1 NA 1 113
Maribojoc Inside Station 1 NA 3 113
Poblacion Marine Protected Area NA SCPB1R1114 113
Puntod Shoal Inside Station 1 NA 3 113
Ragnas Marine Protected Area NA SGBG3R0711 113
Uba Marine Protected Area NA SCUB6R0416 113
Uba Marine Protected Area NA SCUB6R1214 113
Ayoke Marine Protected Area NA SCAY3R1114 112
Buluan Island Marine Sanctuary NA ZIPI2R0514 112
Tulang Diot Inside Station1 NA 2 112
Uba Marine Protected Area NA SCUB7F1114 112
A: Sand bar Marine Sanctuary 2022-06-04 2 111
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1A0716 111
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6F0415 111
Buluan Island Marine Sanctuary NA ZIPI1R0517 111
Caringo Fish Sanctuary NA CMER3A0617 111
Dapa2 NA 1 111
Hambongan Marine Protected Area NA BICU1F1214 111
Hambongan Marine Protected Area NA BIHM3R1214 111
Puntod Shoal Inside Station 1 NA 1 111
A: Ermita Marine Protected Area 2022-05-30 6 110
A: Mantalip Marine Reserve 2022-04-09 6 110
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN1B0716 110
Ayoke Marine Protected Area NA SCAY6R0312 110
Ayoke Marine Protected Area NA SCAY7R1114 110
Corregidor Fish Sanctuary NA SDCR1B0416 110
Gen. Island NA SCGI3F0517 110
Salvacion Inside Station 2 NA 1 110
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1A0615 109
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1B0615 109
Ayoke Marine Protected Area NA SCAY2F0312 109
Bahurang Aurora Fishery Reserve NA MLCB1A0416 109
Buluan Island Marine Sanctuary NA ZIPI6R0514 109
Hambongan Marine Protected Area NA BICU2R0616 109
Hambongan Marine Protected Area NA BIHM5F0511 109
Libertad3 NA 2 109
Ragnas NA SGBG4A0617 109
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6F0414 108
Burgos Inside Station 1 NA 2 108
Dapa6 NA 1 108
Hambongan Marine Protected Area NA BIHM4R0412 108
Malalison Island Marine Sanctuary NA ACML2A0515 108
Ragnas Marine Protected Area NA SGBG1A0415 108
Ragnas Marine Protected Area NA SGBG1B0415 108
Uba Marine Protected Area NA SCUB2F1114 108
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG3B0716 107
Alegria Inside Station 1 NA 3 107
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG4R0316 107
Ayoke Marine Protected Area NA SCGI3F1114 107
Burgos Inside Station 1 NA 1 107
Daku Is. Outside Station 1 NA 2 107
Hambongan Marine Protected Area NA BIHM2R1214 107
Pandilosan Island Marine Sanctuary 2022-06-03 2 107
San Salvador Marine Protected Area NA ZMSS8A0315 107
Cloud 9 Outside Station 1 NA 3 106
Gen. Island NA SCGI2R0517 106
Uba Marine Protected Area NA SCUB3R0311 106
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL4R0713 105
Ayoke NA SCAY6R0517 105
Ayoke Marine Protected Area NA SCAY6R1114 105
Buluan Island Marine Sanctuary NA ZIPI4R0616 105
Buluan Island Marine Sanctuary NA ZIPI5R0712 105
Caringo Fish Sanctuary NA CMER5A0617 105
Caub Fish Sanctuary NA SDCB1B0515 105
Corregidor Fish Sanctuary NA SDCR5B0515 105
Corregidor Fish Sanctuary NA SDCR6B0515 105
Dapa1 NA 2 105
Ragnas Marine Protected Area NA SGBG3F0512 105
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1R0713 104
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN3A0716 104
Ayoke Marine Protected Area NA SCAY8R1114 104
Daku Is. Outside Station 1 NA 3 104
Daku Is. Outside Station 2 NA 2 104
Dapa6 NA 2 104
Ermita Marine Protected Area NA NSER1B0417 104
Pamosaingan Outside Station 2 NA 3 104
Ragnas Marine Protected Area NA SGBG6B0316 104
Uba Marine Protected Area NA SCUB1R0312 104
A: Corregidor Fish Sanctuary 2022-03-17 4 103
Ayoke Marine Protected Area NA SCGI1R0316 103
Ayoke Marine Protected Area NA SCGI3R0316 103
Gen. Island NA SCGI3R0517 103
Hambongan Marine Protected Area NA BIHM1F0511 103
Hambongan Marine Protected Area NA BIHM1R0616 103
San Salvador Marine Protected Area NA ZMSS7B0216 103
AGCA NA CTCL3A0617 102
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1A0615 102
B: Corregidor Fish Sanctuary 2022-03-17 10 102
Burgos Inside Station 2 NA 3 102
Corregidor Fish Sanctuary NA SDCR3A0416 102
Ermita Marine Protected Area NA NSER1A0515 102
Ermita Marine Protected Area NA NSER4B0515 102
Hambongan Marine Protected Area NA BIHM4F0412 102
Libertad2 NA 2 102
Bahurang Vigo Fishery Reserve NA MLBV3B0516 101
Caringo Fish Sanctuary NA CMER2A0617 101
Dapa5 NA 2 101
Libertad1 NA 2 101
Uba Marine Protected Area NA SCUB5F0416 101
A: San Juan Marine Protected Area 2022-06-01 2 100
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1B0716 100
Atulayan Bay Fish Sanctuary and Marine Reserve NA CSAG6R0812 100
Cloud 9 Outside Station 1 NA 2 100
Gen Luna Marine Protected Area 2022-03-19 2 100
Pandilosan Island Marine Sanctuary 2022-06-03 1 100
Puntod Shoal Inside Station 1 NA 2 100
San Antonio NA CTSN2A0617 100
Tulang Diot Inside Station1 NA 1 100
Uba Marine Protected Area NA SCUB5R0913 100
AGCA NA CTCL2A0617 99
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1F0713 99
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2A0716 99
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5A0716 99
Ayoke Marine Protected Area NA SCAY3R0316 99
B: Buluan Island Marine Sanctuary 2022-06-10 7 99
Gen Luna Marine Protected Area 2022-03-19 6 99
Hambongan Marine Protected Area NA BIHM1F1214 99
Malalison Island Marine Sanctuary NA ACML3A0515 99
Pilar Park Outside Station2 NA 2 99
Ragnas Marine Protected Area NA SGBG1B0316 99
Ragnas Marine Protected Area NA SGBG2F0711 99
San Salvador Marine Protected Area NA ZMSS8B0315 99
A: Buluan Island Marine Sanctuary 2022-06-10 5 98
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG3B0615 98
Ayoke Marine Protected Area NA SCAY3R0411 98
Bahurang Vigo Fishery Reserve NA MLBV4B0715 98
Poblacion Marine Protected Area NA SCPB2R1114 98
Ragnas NA SGBG5B0617 98
Uba Marine Protected Area NA SCUB3R1214 98
Uba Marine Protected Area NA SCUB5F1114 98
Uba Marine Protected Area NA SCUB6R0312 98
A: Iniban Marine Sanctuary 2022-04-06 5 97
A: San Juan Marine Protected Area 2022-06-01 1 97
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG3A0615 97
Hambongan Marine Protected Area NA BIHM4F0813 97
Pamosaingan Marine Sanctuary 2022-03-15 7 97
Ragnas Marine Protected Area NA SGBG6R0512 97
Tingib Inside Station 1 NA 2 97
A: Bangaan Marine Sanctuary 2022-06-15 3 96
Ayoke Marine Protected Area NA SCAY1R0411 96
Burgos Outside Station 3 NA 1 96
Dapa4 NA 1 96
Gen Luna Marine Protected Area 2022-03-19 1 96
Hambongan Marine Protected Area NA BIHM4R0813 96
Poblacion NA SCPB2R0517 96
Puertobello MPA Inside Station1 NA 2 96
T. Arlan Outside Station 2 NA 2 96
Tulang Diot Inside Station2 NA 1 96
Inusukan Inside Station2 NA 1 95
San Salvador Marine Protected Area NA ZMSS8B0317 95
A: Tinigbas Marine Sanctuary 2022-04-16 6 94
Ayoke Marine Protected Area NA SCGI2R1114 94
Burgos Outside Station 4 NA 3 94
Cloud 9 Outside Station 2 NA 2 94
DC2 NA 1 94
Ragnas Marine Protected Area NA SGBG2A0415 94
Ragnas Marine Protected Area NA SGBG2F0512 94
San Salvador Marine Protected Area NA ZMSS7B0317 94
A: Buluan Island Marine Sanctuary 2022-06-10 4 93
AGCA NA CTAG3B0617 93
B: Bangaan Marine Sanctuary 2022-06-16 8 93
Corregidor Fish Sanctuary NA SDCR4A0515 93
Ragnas Marine Protected Area NA SGBG5A0316 93
Tulang Diot Inside Station2 NA 2 93
AGCA NA CTCL1B0617 92
Burgos Marine Protected Area NA SCBU3R0416 92
Calmante Proposed Station1 NA 2 92
Hambongan Marine Protected Area NA BIHM2R0813 92
Pamosaingan Inside Station 1 NA 2 92
Pamosaingan Inside Station 1 NA 3 92
Salvacion Inside Station 2 NA 3 92
San Salvador Marine Protected Area NA ZMSS8B0216 92
Tinigbas Marine Sanctuary NA ALTN4A0515 92
Alegria Inside Station 1 NA 2 91
Ayoke Marine Protected Area NA SCAY4F0312 91
Caringo Fish Sanctuary NA CMER3A0415 91
Dapdap Inside Station1 NA 2 91
Pamosaingan Outside Station 2 NA 2 91
Ayoke Marine Protected Area NA SCAY6F0312 90
DC3 NA 2 90
Ragnas Marine Protected Area NA SGBG1A0316 90
Uba Marine Protected Area NA SCUB5F0713 90
Uba Marine Protected Area NA SCUB6R0311 90
A: Corregidor Fish Sanctuary 2022-03-17 3 89
A: Litayun Fish Sanctuary 2022-05-20 2 89
A: Roseller T. Lim Marine Protected Area 2022-06-14 5 89
A: Tinigbas Marine Sanctuary 2022-04-17 7 89
Daku Is. Outside Station 2 NA 1 89
Patria Inside Station 1 NA 1 89
San Isidro MPA Outside Station1 NA 1 89
T. Arlan Marine Protected Area 2022-03-25 3 89
Ayoke Marine Protected Area NA SCAY2R0411 88
B: Buluan Island Marine Sanctuary 2022-06-10 6 88
Cloud 9 Proposed Marine Protected Area 2022-03-20 3 88
San Antonio NA CTSN1B0617 88
T. Arlan Marine Protected Area 2022-03-25 2 88
Takot-Lawum Proposed Marine Protected Area 2022-06-09 3 88
Uba NA SCUB5R0517 88
Ayoke Marine Protected Area NA SCAY6R0316 87
B: Bangaan Marine Sanctuary 2022-06-16 7 87
Buluan Island Marine Sanctuary NA ZIPI6R0712 87
Burgos Outside Station 4 NA 2 87
Pandilosan Island Marine Sanctuary 2022-06-03 4 87
Ragnas Marine Protected Area NA SGBG6A0316 87
A: Tinigbas Marine Sanctuary 2022-04-16 4 86
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1F0512 86
Maribojoc Inside Station 1 NA 2 86
Pamosaingan Marine Sanctuary 2022-03-16 1 86
T. Arlan Marine Protected Area 2022-03-25 1 86
A: Bangaan Marine Sanctuary 2022-06-16 6 85
A: Iniban Marine Sanctuary 2022-04-05 3 85
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2F0512 85
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2R0511 85
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN1A0615 85
Ayoke Marine Protected Area NA SCAY8R0316 85
B: Takot Siari Marine Protected Area 2022-05-29 8 85
Dapa3 NA 1 85
Hambongan Marine Protected Area NA BIHM5R0511 85
Hambongan Marine Protected Area NA BIHM6R0511 85
Uba Marine Protected Area NA SCUB5R0312 85
Uba Marine Protected Area NA SCUB5R0416 85
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG2A0716 84
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL3A0615 84
Ayoke NA SCAY8R0517 84
Ayoke Marine Protected Area NA SCAY4R0312 84
Ermita Marine Protected Area NA NSER4B0417 84
Inusukan Inside Station1 NA 2 84
San Salvador Marine Protected Area NA ZMSS1B0315 84
Uba Marine Protected Area NA SCUB3R0416 84
Uba Marine Protected Area NA SCUB6F0312 84
A: Bangaan Marine Sanctuary 2022-06-15 4 83
B: Tinigbas Marine Sanctuary 2022-04-17 8 83
Caringo Fish Sanctuary NA CMER4A0415 83
A: Iniban Marine Sanctuary 2022-04-05 4 82
DC4 NA 1 82
Hambongan Marine Protected Area NA BIHM2F0511 82
T. Arlan Marine Protected Area 2022-03-25 4 82
Uba Marine Protected Area NA SCUB2R0312 82
Uba Marine Protected Area NA SCUB5R0311 82
A: Corregidor Fish Sanctuary 2022-03-18 5 81
A: Sand bar Marine Sanctuary 2022-06-04 4 81
A: Tinigbas Marine Sanctuary 2022-04-16 5 81
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1R0512 81
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN3A0615 81
Ayoke Marine Protected Area NA SCAY1F0312 81
Pamosaingan Marine Sanctuary 2022-03-16 2 81
Pandilosan Island Marine Sanctuary 2022-06-03 3 81
Ragnas Marine Protected Area NA SGBG1R0711 81
Ragnas Marine Protected Area NA SGBG2B0415 81
Uba Marine Protected Area NA SCUB4R1114 81
A: Buluan Island Marine Sanctuary 2022-06-11 3 80
Nagub-an MPA Inside Station1 NA 1 80
A: Buluan Island Marine Sanctuary 2022-06-11 1 79
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2B0716 79
Abriera Inside Station 1 NA 2 79
B: Bangaan Marine Sanctuary 2022-06-15 1 79
B: Corregidor Fish Sanctuary 2022-03-17 9 79
B: Mantalip Marine Reserve 2022-04-09 7 79
B: Tinigbas Marine Sanctuary 2022-04-17 2 79
Burgos Outside Station 4 NA 1 79
Caringo Fish Sanctuary NA CMER3B0216 79
Ragnas Marine Protected Area NA SGBG2A0316 79
Uba Marine Protected Area NA SCUB7R1114 79
A: Sand bar Marine Sanctuary 2022-06-04 1 78
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6F0512 78
Ayoke Marine Protected Area NA SCAY1F0411 78
Burgos Inside Station 2 NA 2 78
Caringo Fish Sanctuary NA CMER2A0415 78
DC6 NA 1 78
Dapa5 NA 1 78
Gen Luna Marine Protected Area 2022-03-19 5 78
Hambongan Marine Protected Area NA BIHM2F0813 78
Hambongan Marine Protected Area NA BIHM2F1214 78
Talisay Inside Station 1 NA 1 78
Uba Marine Protected Area NA SCUB5F0312 78
A: Mantalip Marine Reserve 2022-04-09 5 77
A: Tinigbas Marine Sanctuary 2022-04-16 3 77
AGCA NA CTAG1B0617 77
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5R0713 77
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN2A0615 77
B: Mantalip Marine Reserve 2022-04-09 8 77
Caringo Fish Sanctuary NA CMER3A0216 77
Hambongan Marine Protected Area NA BICU3R1214 77
Hambongan Marine Protected Area NA BIHM3R0511 77
Pamosaingan Marine Sanctuary 2022-03-15 4 77
San Isidro MPA Outside Station1 NA 2 77
A: Corregidor Fish Sanctuary 2022-03-17 1 76
A: Roseller T. Lim Marine Protected Area 2022-06-13 4 76
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1B0615 76
Burgos Outside Station 3 NA 2 76
Caringo Fish Sanctuary NA CMER1A0617 76
Caringo Fish Sanctuary NA CMER6A0617 76
Dapdap Inside Station2 NA 1 76
Ragnas Marine Protected Area NA SGBG5B0415 76
Villahermosa Inside Station1 NA 1 76
Villahermosa Inside Station1 NA 2 76
A: Takot Siari Marine Protected Area 2022-05-28 2 75
A: Takot Siari Marine Protected Area 2022-05-28 4 75
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5F0512 75
B: Bangaan Marine Sanctuary 2022-06-15 2 75
Calmante Proposed Station2 NA 2 75
Caringo Fish Sanctuary NA CMER1A0415 75
DC5 NA 1 75
Hambongan Marine Protected Area NA BICU3F1214 75
Patria Inside Station 1 NA 2 75
Uba Marine Protected Area NA SCUB7R0416 75
A: Buluan Island Marine Sanctuary 2022-06-11 2 74
Alegria Inside Station 2 NA 2 74
Gen Luna Marine Protected Area 2022-03-19 4 74
Mag-aba Inside Station 1 NA 1 74
Nagub-an MPA Inside Station1 NA 2 74
Pamosaingan Marine Sanctuary 2022-03-15 6 74
Pamosaingan Marine Sanctuary 2022-03-16 10 74
San Antonio NA CTSN3B0617 74
AGCA NA CTCL5A0617 73
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1R0511 73
Caringo Fish Sanctuary NA CMER2A0216 73
DC1 NA 1 73
DC3 NA 1 73
Talisay Marine Fish Sanctuary 2022-03-26 4 73
Tinigbas Marine Sanctuary NA ALTN1A0515 73
Uba Marine Protected Area NA SCUB2R0416 73
Uba Marine Protected Area NA SCUB3R0312 73
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2R0512 72
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL3R0512 72
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5F0713 72
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5R0511 72
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6A0615 72
B: Corregidor Fish Sanctuary 2022-03-18 8 72
Caringo Fish Sanctuary NA CMER2B0216 72
Caringo Fish Sanctuary NA CMER3B0415 72
DC6 NA 2 72
Hambongan Marine Protected Area NA BIHM1R0511 72
Inusukan Inside Station1 NA 1 72
Maribojoc Marine Protected Area 2022-03-10 1 72
Pilar Park Outside Station2 NA 1 72
Ragnas Marine Protected Area NA SGBG5A0415 72
San Antonio NA CTSN3A0617 72
T. Arlan Marine Protected Area 2022-03-25 6 72
Talisay Marine Fish Sanctuary 2022-03-26 5 72
Uba Marine Protected Area NA SCUB2R0311 72
Uba Marine Protected Area NA SCUB6F0311 72
A: Caub Marine Sanctuary 2022-03-12 3 71
A: Iniban Marine Sanctuary 2022-04-06 6 71
A: Sand bar Marine Sanctuary 2022-06-04 3 71
AGCA NA CTCL6B0617 71
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6B0615 71
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN1B0615 71
B: Mabuhay Marine Park 2022-05-27 6 71
Libertad6 NA 2 71
Maribojoc Marine Protected Area 2022-03-10 3 71
Takot-Lawum Proposed Marine Protected Area 2022-06-09 2 71
Tigasao Inside Station 1 NA 1 71
Uba Marine Protected Area NA SCUB2F0311 71
Uba Marine Protected Area NA SCUB5R1214 71
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5F0511 70
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6R0512 70
Ayoke Marine Protected Area NA SCAY6F0411 70
B: Tinigbas Marine Sanctuary 2022-04-16 10 70
Burgos NA SCBU5R0517 70
DC1 NA 2 70
Mag-aba Inside Station 1 NA 2 70
Maribojoc Marine Protected Area 2022-03-10 5 70
Ragnas Marine Protected Area NA SGBG3B0415 70
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN3B0615 69
Patria Inside Station 1 NA 3 69
Pilar Park Inside Station1 NA 1 69
Ragnas Marine Protected Area NA SGBG6A0415 69
A: Bangaan Marine Sanctuary 2022-06-16 5 68
AGCA NA CTCL2B0617 68
Dapdap Inside Station1 NA 1 68
Dungon Outside Station 1 NA 2 68
Mabini MPA Inside Station2 NA 2 68
Ragnas Marine Protected Area NA SGBG3A0415 68
Uba Marine Protected Area NA SCUB2F0312 68
Uba Marine Protected Area NA SCUB5F0311 68
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1A0713 67
B: Caub Marine Sanctuary 2022-03-13 2 67
B: Ermita Marine Protected Area 2022-06-01 2 67
Ragnas Marine Protected Area NA SGBG2B0316 67
A: Takot Siari Marine Protected Area 2022-05-28 3 66
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL4R0512 66
B: Mantalip Marine Reserve 2022-04-08 1 66
Caringo Fish Sanctuary NA CMER6B0415 66
Poblacion Marine Protected Area NA SCPB2R0416 66
Uba Marine Protected Area NA SCUB4R0311 66
A: Mantalip Marine Reserve 2022-04-08 4 65
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2B0615 65
Ayoke Marine Protected Area NA SCAY4F0411 65
B: Caub Marine Sanctuary 2022-03-12 9 65
B: Takot Siari Marine Protected Area 2022-05-29 6 65
Hambongan Marine Protected Area NA BICU1R1214 65
Mabini MPA Inside Station1 NA 2 65
Salvacion Inside Station 2 NA 2 65
Tingib Inside Station 1 NA 1 65
Uba Marine Protected Area NA SCUB1F0312 65
A: Litayun Fish Sanctuary 2022-05-20 4 64
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5A0615 64
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6R0511 64
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTSN3B0716 64
B: Iniban Marine Sanctuary 2022-06-04 8 64
B: Takot Siari Marine Protected Area 2022-05-29 5 64
B: Takot Siari Marine Protected Area 2022-05-29 7 64
B: Tinigbas Marine Sanctuary 2022-04-17 1 64
Caringo Fish Sanctuary NA CMER2B0617 64
Libertad5 NA 1 64
Pamosaingan Marine Sanctuary 2022-03-15 3 64
Puertobello MPA Inside Station1 NA 1 64
Salvacion Marine Protected Area 2022-03-21 5 64
Tinigbas Marine Sanctuary NA ALTN2A0515 64
A: Moyong Fish Sanctuary 2022-05-24 7 63
Ayoke Marine Protected Area NA SCAY2F0411 63
B: Mabuhay Marine Park 2022-05-27 5 63
Pamosaingan Marine Sanctuary 2022-03-15 5 63
A: Takot Siari Marine Protected Area 2022-05-28 1 62
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1R0512 62
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6F0713 62
B. Tambanan Fish Sanctuary 2022-06-01 6 62
B: Caub Marine Sanctuary 2022-03-13 1 62
B: Corregidor Fish Sanctuary 2022-03-18 6 62
Hambongan Marine Protected Area NA BICU2R1214 62
Ragnas Marine Protected Area NA SGBG3A0316 62
Ragnas Marine Protected Area NA SGBG3B0316 62
Uba Marine Protected Area NA SCUB4R0312 62
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2R0713 61
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6B0716 61
Ayoke Marine Protected Area NA SCAY5R0411 61
B: Litayun Fish Sanctuary 2022-05-20 6 61
Burgos Marine Protected Area NA SCBU5R0416 61
Calmante Proposed Station1 NA 1 61
Cloud 9 Proposed Marine Protected Area 2022-03-20 2 61
Maribojoc Marine Protected Area 2022-03-10 4 61
Poblacion Marine Protected Area NA SCPB2F1114 61
A: Roseller T. Lim Marine Protected Area 2022-06-13 3 60
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL3R0511 60
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL4R0511 60
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL5R0512 60
B: Corregidor Fish Sanctuary 2022-03-18 7 60
B: Tinigbas Marine Sanctuary 2022-04-16 9 60
Caringo Fish Sanctuary NA CMER4A0216 60
Inusukan Outside Station3 NA 1 60
San Antonio & Salingogon Fish sanctuaries 2022-06-26 1 60
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1B0713 59
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL6F0511 59
Caringo Fish Sanctuary NA CMER2B0415 59
Caringo Fish Sanctuary NA CMER3B0617 59
Caringo Fish Sanctuary NA CMER4B0415 59
Dungon Outside Station 1 NA 1 59
A: Litayun Fish Sanctuary 2022-05-20 1 58
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1R0511 58
B: Iniban Marine Sanctuary 2022-04-05 2 58
B: Litayun Fish Sanctuary 2022-05-21 7 58
Caringo Fish Sanctuary NA CMER6B0617 58
Mabini MPA Inside Station1 NA 1 58
Pamosaingan Marine Sanctuary 2022-03-16 8 58
Salvacion Inside Station 1 NA 2 58
Tigasao Inside Station 1 NA 2 58
B: Ermita Marine Protected Area 2022-06-01 8 57
Cloud 9 Proposed Marine Protected Area 2022-03-20 4 57
Inusukan Outside Station4 NA 1 57
Pamosaingan Marine Sanctuary 2022-03-16 9 57
Salvacion Marine Protected Area 2022-03-21 3 57
Talisay Marine Fish Sanctuary 2022-03-26 6 57
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-24 7 56
A: Alegria Marine Protected Area 2022-03-24 5 56
Maribojoc Marine Protected Area 2022-03-10 2 56
Mil-3 2021-09-08 2 56
Ragnas Marine Protected Area NA SGBG4A0415 56
A: Burgos Marine Protected Area 2022-03-23 1 55
Abriera Inside Station 1 NA 1 55
B: Buluan Island Marine Sanctuary 2022-06-11 8 55
Caringo Fish Sanctuary NA CMER1A0216 55
Mabini MPA Inside Station2 NA 1 55
San Isidro MPA Inside Station2 NA 2 55
A. Tambanan Fish Sanctuary 2022-05-30 2 54
A: Caub Marine Sanctuary 2022-03-13 7 54
A: Mabuhay Marine Park 2022-05-26 2 54
B: Ermita Marine Protected Area 2022-06-01 1 54
B: Litayun Fish Sanctuary 2022-05-21 8 54
Burgos Marine Protected Area NA SCBU6R0416 54
Idiacacan Inside Station 1 NA 1 54
Inusukan Inside Station2 NA 2 54
San Isidro MPA Inside Station2 NA 1 54
A: Burgos Marine Protected Area 2022-03-23 2 53
A: Burgos Marine Protected Area 2022-03-23 3 53
B: Agay-ayan-Caloco Marine Protected Areas 2022-06-25 12 53
Cloud 9 Proposed Marine Protected Area. 2022-03-20 1 53
Ragnas Marine Protected Area NA SGBG4A0316 53
A. Tambanan Fish Sanctuary 2022-05-30 3 52
A. Tambanan Fish Sanctuary 2022-05-30 4 52
A: Caub Marine Sanctuary 2022-03-13 5 52
A: Roseller T. Lim Marine Protected Area 2022-06-13 2 52
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTAG1F0511 52
GMCA1 2022-06-25 1 52
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-24 3 51
B: Caub Marine Sanctuary 2022-03-12 8 51
B: Litayun Fish Sanctuary 2022-05-20 5 51
B: Mabuhay Marine Park 2022-05-27 7 51
B: Mabuhay Marine Park 2022-05-27 8 51
Caringo Fish Sanctuary NA CMER4B0617 51
T. Arlan Marine Protected Area 2022-03-25 5 51
Takot-Lawum Proposed Marine Protected Area 2022-06-09 1 51
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2F0713 50
B. Tambanan Fish Sanctuary 2022-06-01 5 50
B: Mantalip Marine Reserve 2022-04-08 2 50
Idio Inside Station 1 NA 1 50
Talisay Marine Fish Sanctuary 2022-03-26 1 50
Tinigbas Marine Sanctuary NA ALTN3A0515 50
A: Roseller T. Lim Marine Protected Area 2022-06-13 1 49
GMIA1 2022-06-25 1 49
GMIA1 2022-06-25 2 49
Salvacion Marine Protected Area 2022-03-21 4 49
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-25 9 47
A: Caub Marine Sanctuary 2022-03-13 6 47
A: Moyong Fish Sanctuary 2022-05-24 8 47
B: Iniban Marine Sanctuary 2022-06-04 7 47
Mabini MPA Outside Station3 NA 1 47
Mil-3 2021-09-08 1 47
Salvacion Inside Station 1 NA 1 47
Talisay Inside Station 1 NA 2 47
A: Mantalip Marine Reserve 2022-04-08 3 46
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2A0615 46
B: Ermita Marine Protected Area 2022-06-01 7 46
Caringo Fish Sanctuary NA CMER4B0216 46
Caringo Fish Sanctuary NA CMER6A0415 46
Cloud 9 Proposed Marine Protected Area. 2022-03-20 5 46
Mabini MPA Outside Station3 NA 2 46
A: Moyong Fish Sanctuary 2022-05-23 6 45
Pilar Marine Fish Sanctuary 2022-03-23 3 45
A: Mabuhay Marine Park 2022-05-26 4 44
A: Moyong Fish Sanctuary 2022-05-23 4 44
B: Tandu Balasan Marine Protected Area 2022-06-09 7 44
Hambongan Marine Protected Area NA BIHM2R0511 44
Tinigbas Marine Sanctuary NA ALTN6A0515 44
A: Tandu Balasan Marine Protected Area 2022-06-08 2 43
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL2F0511 43
Pilar Marine Fish Sanctuary 2022-03-23 2 43
Uba Marine Protected Area NA SCUB1R0311 43
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-25 10 42
A: Moyong Fish Sanctuary 2022-05-23 5 42
B: Buluan Island Marine Sanctuary 2022-06-11 9 42
B: Tandu Balasan Marine Protected Area 2022-06-08 6 42
Idio Inside Station 1 NA 2 42
B. Tambanan Fish Sanctuary 2022-06-01 7 41
B: Tandu Balasan Marine Protected Area 2022-06-08 5 41
A: Alegria Marine Protected Area 2022-03-24 2 40
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1F0512 40
Hambongan Marine Protected Area NA BIHM3R0813 40
Pilar Marine Fish Sanctuary 2022-03-23 1 40
A: Caub Marine Sanctuary 2022-03-12 4 39
A: Tandu Balasan Marine Protected Area 2022-06-08 1 39
Mil-1 2021-09-08 3 39
A: Litayun Fish Sanctuary 2022-05-20 3 38
B. Tambanan Fish Sanctuary 2022-06-01 8 38
Idiacacan Inside Station 1 NA 2 38
Mil-1 2021-09-09 3 38
Talisay Marine Fish Sanctuary 2022-03-26 3 38
Uba Marine Protected Area NA SCUB1F0311 38
A. Tambanan Fish Sanctuary 2022-05-30 1 37
A: Lampinigan Fish Sanctuary 2022-05-19 2 37
B: Agay-ayan-Caloco Marine Protected Areas 2022-06-26 2 37
A: Lampinigan Fish Sanctuary 2022-05-18 5 36
Salvacion Marine Protected Area 2022-03-21 1 36
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-24 4 35
A: Lampinigan Fish Sanctuary 2022-05-18 4 35
A: Mabuhay Marine Park 2022-05-26 3 35
A: Tandu Balasan Marine Protected Area 2022-06-08 4 35
San Antonio & Salingogon Fish sanctuaries 2022-06-26 4 35
Talisay Marine Fish Sanctuary 2022-03-26 2 34
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-24 5 33
A: Roseller T. Lim Marine Protected Area 2022-06-14 6 33
B: Agay-ayan-Caloco Marine Protected Areas 2022-06-26 1 33
B: Tandu Balasan Marine Protected Area 2022-06-09 8 33
Caringo Fish Sanctuary NA CMER6A0216 33
GMCA1 2022-06-25 5 33
UOIA2 2023-03-22 5 33
B: Iniban Marine Sanctuary 2022-04-05 1 32
Cayo Blanco 2022-06-28 5 32
Mil-1 2021-09-09 2 32
San Antonio & Salingogon Fish sanctuaries 2022-06-26 3 32
Talisay Inside Station 1 NA 3 32
A: Lampinigan Fish Sanctuary 2022-05-18 6 31
A: Lampinigan Fish Sanctuary 2022-05-19 1 31
A: Lampinigan Fish Sanctuary 2022-05-19 3 31
A: Tandu Balasan Marine Protected Area 2022-06-08 3 31
Cayo Blanco 2022-06-28 3 31
M023 2018-03-07 1 31
A: Moyong Fish Sanctuary 2022-05-23 3 30
Caringo Fish Sanctuary NA CMER6B0216 30
Cayo Blanco 2022-06-28 4 30
Mil-2 2021-09-09 1 30
UOIA2 2023-03-22 3 30
19 2021-03-19 3 29
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-24 6 29
A: Alegria Marine Protected Area 2022-03-24 3 29
Gmc3 2019-05-31 3 29
Luanda_1 2020-12-21 1 29
Mil-1 2021-09-08 2 29
AGCA Integrated Marine and Coastal Wetland Sanctuary NA CTCL1F0511 28
Mil-1 2021-09-09 1 28
Punto 11 2021-03-07 3 28
20 2021-03-07 5 27
B: Agay-ayan-Caloco Marine Protected Areas 2022-06-25 11 27
Glca4 2019-06-01 9 27
Mil-1 2021-09-08 1 27
NTZ1 2017-06-11 1 27
Punto 11 2021-03-07 4 27
UOCA1 2023-03-21 5 27
18 2021-03-09 4 26
Caringo Fish Sanctuary NA CMER5A0415 26
GMIA2 2022-06-25 4 26
Gmca1 2019-05-30 3 26
Gmca2 2019-07-09 5 26
Pilar Marine Fish Sanctuary 2022-03-23 4 26
20 2021-03-07 4 25
A: Alegria Marine Protected Area 2022-03-24 1 25
Gmca2 2019-07-09 2 25
Gmia2 2019-05-31 7 25
Pilar Marine Fish Sanctuary 2022-03-23 5 25
Punto 10 2021-03-07 2 25
10 2021-03-07 2 24
19 2021-03-19 1 24
A: Alegria Marine Protected Area 2022-03-24 4 24
A: Mabuhay Marine Park 2022-05-26 1 24
UOCA1 2023-03-21 4 24
UOIA2 2023-03-22 2 24
22 2021-03-06 3 23
5MBPC 2022-05-07 3 23
Bajo calderon (2) 2019-05-04 1 23
Bajo costa azul 1 2019-03-29 1 23
Caringo Fish Sanctuary NA CMER5A0216 23
Cayo Blanco 2022-06-28 2 23
Cayo blanco 2019-05-03 1 23
GMIA2 2022-06-25 5 23
Glca2 2019-06-01 3 23
Glca2 2019-06-01 4 23
Punto 8 2021-03-04 2 23
Punto 8 2021-03-04 3 23
18 2021-03-09 5 22
6 2021-03-07 3 22
D023 2018-03-10 3 22
GMIA2 2022-06-25 3 22
Glca2 2019-06-01 7 22
Glca2 2019-06-01 9 22
Gmc3 2019-05-31 1 22
Gmc3 2019-05-31 2 22
Gmca2 2019-07-09 3 22
Gmia1 2019-05-30 6 22
Gmia3 2019-05-30 6 22
Point 6 2021-03-07 3 22
Punto 7 2021-03-07 5 22
Punto 10 2021-03-07 1 22
San Antonio & Salingogon Fish sanctuaries 2022-06-26 2 22
10 2021-03-07 5 21
1MBPC 2022-05-06 2 21
7MBPC 2022-05-05 2 21
A: Agay-ayan-Caloco Marine Protected Areas 2022-06-25 8 21
GMCA1 2022-06-25 2 21
Glca1 2019-06-01 6 21
Gmca1 2019-05-30 4 21
Gmca1 2019-05-30 8 21
Gmca2 2019-07-09 1 21
Gmia1 2019-05-30 10 21
MAWAS1 2019-04-24 1 21
MSF1 2022-06-28 1 21
Mecuta_1 2020-12-19 1 21
Punto 8 2021-03-04 1 21
Punto 8 2021-03-06 2 21
10 2021-03-07 3 20
18 2021-03-09 1 20
18 2021-03-09 3 20
19 2021-03-19 4 20
21 2021-03-07 2 20
5MBPC 2022-05-07 1 20
7 2021-03-06 5 20
D005 2018-03-12 5 20
Glca1 2019-06-01 3 20
Glca1 2019-06-01 7 20
Glca2 2019-06-01 5 20
Gmc3 2019-05-31 7 20
Gmca1 2019-05-30 10 20
Gmca2 2019-07-09 6 20
M005 2018-03-10 3 20
Punto 10 2021-03-07 3 20
Punto 8 2021-03-04 4 20
SIOMP1 2021-04-02 1 20
UZ2 2017-06-10 1 20
10 2021-03-07 1 19
21 2021-03-07 4 19
2MBPC 2022-05-06 3 19
6 2021-03-07 4 19
7 2021-03-06 4 19
7MBPC 2022-05-05 1 19
A: Moyong Fish Sanctuary 2022-05-24 2 19
Bajo calderon (5) 2019-05-04 1 19
Glca2 2019-06-01 6 19
Gmc3 2019-05-31 4 19
Gmca2 2019-07-09 9 19
Gmia3 2019-05-30 7 19
Iniban MS NA NAYU1R0417 19
MORAM6 2021-03-27 3 19
Mecumbo 2020-12-23 1 19
Point 6 2021-03-07 4 19
Punto 7 2021-03-07 4 19
Punto 11 2021-03-07 1 19
Punto 8 2021-03-06 3 19
UWIA2 2023-03-22 5 19
19 2021-03-19 2 18
5MBPC 2022-05-07 2 18
6MBPC 2022-05-05 3 18
A: Lampinigan Fish Sanctuary 2022-05-18 7 18
D022 2018-03-19 1 18
Glca4 2019-06-01 5 18
Gmc3 2019-05-31 5 18
Gmca1 2019-05-30 1 18
Gmia1 2019-05-30 9 18
Gmia2 2019-05-31 8 18
Gmia2 2019-05-31 9 18
LASOL6 2019-04-08 1 18
LASOL6 2019-04-08 3 18
M005 2018-03-10 2 18
M005 2018-03-10 5 18
M008 2018-03-08 1 18
M013 2018-03-07 1 18
M013 2018-03-07 3 18
M023 2018-03-07 2 18
MSF2 2022-06-28 1 18
PASIK2 2019-05-17 2 18
Punto 11 2021-03-07 2 18
Punto 8 2021-03-06 1 18
Salvacion Marine Protected Area 2022-03-21 2 18
17 2021-03-09 5 17
20 2021-03-07 2 17
22 2021-03-06 1 17
22 2021-03-06 2 17
22 2021-03-06 4 17
6 2021-03-07 1 17
A: Moyong Fish Sanctuary 2022-05-24 1 17
D004 2018-03-20 1 17
GMIA2 2022-06-25 1 17
Glca4 2019-06-01 3 17
Glia1 2019-05-29 3 17
Gmca2 2019-07-09 4 17
Gmia1 2019-05-30 5 17
Gmia1 2019-05-30 8 17
Gmia2 2019-05-31 3 17
LASOL6 2019-04-08 2 17
M013 2018-03-07 4 17
M021 2018-03-08 4 17
Point 6 2021-03-07 2 17
Punto 8 2021-03-06 4 17
WAWON2 2021-03-31 3 17
10 2021-03-07 4 16
1MBPC 2022-05-06 3 16
20 2021-03-07 1 16
6 2021-03-07 2 16
7 2021-03-06 1 16
Bajo panama 2019-03-29 1 16
Buluan Island Marine Sanctuary NA ZIPI5R0517 16
Cayo Blanco 2022-06-28 1 16
D046 2018-03-19 5 16
Glca1 2019-06-01 4 16
Glca1 2019-06-01 5 16
Glca4 2019-06-01 2 16
Glia1 2019-05-29 10 16
Glia1 2019-05-29 2 16
Gmca1 2019-05-30 2 16
Gmia2 2019-05-31 1 16
KAPUN2 2019-04-22 1 16
M008 2018-03-08 4 16
M017 2018-03-10 2 16
M017 2018-03-10 4 16
M023 2018-03-07 4 16
MAWAS6 2021-04-01 3 16
Mecumbo 2020-12-23 2 16
Mil-3 2021-09-08 5 16
PASIK2 2019-05-17 1 16
Point 6 2021-03-07 1 16
Punto 7 2021-03-07 1 16
Punto 10 2021-03-07 4 16
SIOMP3 2019-04-20 3 16
UWIA2 2023-03-22 4 16
WABUL8 2021-03-27 1 16
WABUL8 2021-03-27 2 16
17 2021-03-09 2 15
18 2021-03-09 2 15
20 2021-03-07 3 15
21 2021-03-07 1 15
4MBPC 2022-05-07 3 15
6MBPC 2022-05-05 1 15
Bajo costa azul 2 2019-03-29 1 15
D002 2018-03-19 2 15
D025 2018-03-19 2 15
GLIA3 2022-06-26 1 15
Glca1 2019-06-01 10 15
Glca1 2019-06-01 8 15
Glca4 2019-06-01 10 15
Glca4 2019-06-01 8 15
Glia1 2019-05-29 8 15
Glia1 2019-05-29 9 15
Gmia1 2019-05-30 4 15
Gmia2 2019-05-31 2 15
Gmia3 2019-05-30 1 15
Gmia3 2019-05-30 4 15
Iniban MS NA NAYU5R0417 15
Luanda_1 2020-12-21 2 15
M004 2018-03-10 1 15
M013 2018-03-07 2 15
M015 2018-03-08 3 15
M020 2018-03-10 2 15
M021 2018-03-08 1 15
M023 2018-03-07 3 15
MAWAS1 2019-04-24 2 15
MAWAS2 2019-04-23 1 15
MORAM2 2021-03-28 3 15
Mecuta_2 2020-12-20 1 15
Mil-2 2021-09-09 3 15
Mil-3 2021-09-08 3 15
PASIK2 2019-05-17 3 15
Punto 17 2021-03-09 2 15
TALRAY4 2019-04-24 3 15
UOIA2 2023-03-22 4 15
WAWON6 2019-04-10 1 15
21 2021-03-07 3 14
2MBPC 2022-05-06 1 14
6 2021-03-07 5 14
D004 2018-03-20 5 14
D019 2018-03-17 2 14
D023 2018-03-10 2 14
D026 2018-03-12 3 14
D028 2018-03-10 1 14
D028 2018-03-10 4 14
GMIA2 2022-06-25 2 14
Glca2 2019-06-01 10 14
Glca4 2019-06-01 6 14
Glia2 2019-05-29 10 14
Glia2 2019-05-29 2 14
Glia2 2019-05-29 4 14
Glia2 2019-05-29 5 14
Gmca2 2019-07-09 10 14
Gmca2 2019-07-09 7 14
Gmia1 2019-08-21 1 14
Gmia2 2019-05-31 6 14
Gmia3 2019-05-30 3 14
LABEN6 2019-04-07 2 14
M005 2018-03-10 1 14
M005 2018-03-10 4 14
M008 2018-03-08 2 14
M008 2018-03-08 3 14
M017 2018-03-10 3 14
M022 2018-03-08 4 14
MAGIN4 2019-04-21 2 14
MAWAS1 2019-04-24 3 14
MAWAS7 2021-04-01 1 14
MORAM6 2021-03-27 2 14
MORAM7 2021-03-27 3 14
Mil-2 2021-09-09 2 14
Punto 17 2021-03-09 1 14
TIWOR1 2021-04-05 1 14
WABUL1 2021-03-27 2 14
WABUL6 2019-05-12 2 14
WABUL6 2021-03-27 1 14
WABUL7 2021-03-27 3 14
WAWON8 2021-03-30 1 14
WAWON8 2021-03-30 3 14
17 2021-03-09 1 13
22 2021-03-06 5 13
7 2021-03-06 3 13
Buluan Island Marine Sanctuary NA ZIPI4R0517 13
D023 2018-03-10 4 13
D026 2018-03-12 5 13
D037 2018-03-20 2 13
D048 2018-03-20 1 13
GLIA2 2022-06-26 1 13
GLIA3 2022-06-26 2 13
Glca2 2019-06-01 1 13
Glia1 2019-05-29 5 13
Glia1 2019-05-29 7 13
Glia2 2019-05-29 9 13
Glia3 2019-07-29 10 13
Glia3 2019-07-29 6 13
Gmc3 2019-05-31 6 13
Gmca1 2019-05-30 9 13
Gmca2 2019-07-09 8 13
Gmia1 2019-05-30 3 13
KULIS2 2021-04-11 1 13
KULIS6 2021-04-11 3 13
LABEN2 2019-04-07 1 13
LABEN2 2019-04-07 2 13
LABEN5 2019-04-07 1 13
M023 2018-03-07 5 13
MAWAS2 2019-04-23 2 13
MAWAS6 2019-04-23 1 13
MORAM1 2019-04-09 3 13
MORAM6 2021-03-27 1 13
Punto 7 2021-03-07 3 13
SAGOR4 2019-04-23 1 13
SIOMP6 2021-04-02 2 13
SIONT1 2019-05-12 1 13
UWIA2 2023-03-22 2 13
WABUL1 2021-03-27 1 13
WABUL5 2019-05-12 2 13
WABUL6 2019-05-12 3 13
WAWON2 2021-03-31 1 13
6MBPC 2022-05-05 2 12
D004 2018-03-20 4 12
D025 2018-03-19 1 12
D028 2018-03-10 2 12
D028 2018-03-10 3 12
Glca1 2019-06-01 9 12
Glia1 2019-05-29 4 12
Glia2 2019-05-29 8 12
Glia3 2019-07-29 9 12
Gmc3 2019-05-31 8 12
Gmia1 2019-05-30 1 12
Gmia1 2019-05-30 2 12
Gmia1 2019-05-30 7 12
Gmia2 2019-05-31 10 12
Gmia2 2019-05-31 4 12
KULIS6 2021-04-11 1 12
LABEN1 2019-04-07 2 12
M016 2018-03-08 3 12
M016 2018-03-08 5 12
MAGIN4 2019-04-21 3 12
MAWAS6 2019-04-23 2 12
MORAM1 2021-03-28 2 12
MORAM3 2021-03-28 3 12
Mecuta_3 2020-12-20 1 12
Mil-3 2021-09-08 4 12
PASIK1 2019-05-17 2 12
PASIK1 2019-05-17 3 12
PASIK5 2021-03-30 3 12
Punto 8 2021-03-04 5 12
SAGOR6 2019-04-23 2 12
UOCA1 2023-03-21 1 12
UOIA2 2023-03-22 1 12
WABUL2 2019-05-12 1 12
WABUL7 2021-03-27 2 12
WABUL9 2021-03-27 2 12
WABUL9 2021-03-27 3 12
D002 2018-03-19 1 11
D019 2018-03-19 2 11
D023 2018-03-10 1 11
D028 2018-03-10 5 11
D038 2018-03-17 2 11
Glca4 2019-06-01 7 11
Glia1 2019-05-29 1 11
Glia1 2019-05-29 6 11
Gmia1 2019-08-21 2 11
Gmia3 2019-05-30 5 11
Ilha-sede1 2021-01-29 1 11
KAPUN2 2019-04-22 2 11
KAPUN3 2019-04-22 2 11
KULIS8 2021-04-11 2 11
LABEN3 2019-04-06 3 11
LABEN6 2019-04-07 1 11
LASOL2 2019-04-08 2 11
Luanda_2 2020-12-21 1 11
M004 2018-03-10 4 11
M004 2018-03-10 5 11
M013 2018-03-07 5 11
M020 2018-03-10 1 11
M020 2018-03-10 3 11
M022 2018-03-08 5 11
MAWAS2 2019-04-23 3 11
MAWAS4 2019-04-24 2 11
MAWAS4 2019-04-24 3 11
MAWAS5 2019-04-23 1 11
MAWAS5 2019-04-23 2 11
MAWAS5 2019-04-23 3 11
MAWAS6 2019-04-23 3 11
MORAM1 2021-03-28 1 11
MORAM2 2021-03-28 2 11
MORAM3 2019-04-09 1 11
Mantalip NA NBIN6R0417 11
PASIK2 2021-04-04 2 11
PASIK4 2019-04-24 2 11
PASIK4 2019-04-24 3 11
PASIK6 2019-04-23 1 11
Punto 8 2021-03-06 5 11
SAGOR2 2021-04-07 2 11
SAGOR3 2021-04-07 2 11
SAGOR3 2021-04-07 3 11
SAGOR4 2019-04-23 3 11
SAGOR6 2019-04-23 3 11
SAGOR7 2021-04-05 3 11
SIOMP2 2021-04-02 1 11
SIOMP4 2021-05-02 1 11
SIOMP5 2021-04-02 1 11
SIONT1 2019-05-12 2 11
SIONT1 2019-05-12 3 11
SIONT1 2021-03-28 1 11
TALRAY4 2021-04-09 3 11
TALRAY5 2021-04-09 1 11
TALRAY5 2021-04-09 3 11
TALRAY7 2021-04-09 2 11
TIWOR3 2019-04-20 1 11
TIWOR3 2019-04-20 3 11
TIWOR6 2019-04-21 1 11
UOCA1 2023-03-21 2 11
UWIA2 2023-03-22 3 11
WABUL2 2019-05-12 2 11
WABUL2 2019-05-12 3 11
WABUL5 2019-05-12 3 11
WABUL5 2021-03-27 2 11
WABUL5 2021-03-27 3 11
WABUL8 2021-03-27 3 11
WAWON6 2019-04-10 2 11
17 2021-03-09 4 10
7 2021-03-06 2 10
8MBPC 2022-05-06 2 10
D019 2018-03-17 1 10
D019 2018-03-17 4 10
D019 2018-03-17 5 10
D019 2018-03-19 5 10
D022 2018-03-19 2 10
D022 2018-03-19 5 10
D027 2018-03-23 1 10
D027 2018-03-23 4 10
D048 2018-03-20 2 10
Glca2 2019-06-01 2 10
Glia3 2019-07-29 4 10
Glia3 2019-07-29 8 10
Gmia2 2019-05-31 5 10
Gmia3 2019-05-30 2 10
KULIS2 2021-04-11 2 10
KULIS3 2019-05-14 2 10
KULIS8 2021-04-11 3 10
LABEN1 2019-04-07 1 10
LABEN2 2019-04-07 3 10
LABEN3 2019-04-06 1 10
LASOL3 2019-04-08 1 10
Luanda_1 2020-12-21 3 10
M008 2018-03-08 5 10
M017 2018-03-10 1 10
M017 2018-03-10 5 10
M020 2018-03-10 5 10
MAGIN4 2019-04-21 1 10
MAGIN4 2021-04-03 1 10
MAWAS4 2019-04-24 1 10
MORAM1 2021-03-28 3 10
MORAM5 2021-03-27 2 10
MORAM5 2021-03-27 3 10
MORAM6 2019-04-09 1 10
NTZ3 2021-04-11 1 10
NTZ3 2021-04-11 3 10
PASIK1 2021-04-04 1 10
PASIK1 2021-04-04 2 10
PASIK3 2021-03-30 1 10
PASIK5 2019-04-24 2 10
PASIK6 2021-03-30 2 10
Punto 7 2021-03-07 2 10
Punto 11 2021-03-07 5 10
Quissanga3 2020-12-29 1 10
SAGOR2 2021-04-07 1 10
SAGOR3 2019-04-22 3 10
SAGOR3 2021-04-07 1 10
SAGOR4 2021-04-06 1 10
SIOMP1 2021-04-02 2 10
SIOMP1 2021-04-02 3 10
SIOMP2 2021-04-02 3 10
SIOMP6 2021-04-02 1 10
SIOMP7 2021-04-02 3 10
TIWOR1 2019-04-20 1 10
TIWOR1 2019-04-20 3 10
UWIA2 2023-03-22 1 10
WABUL1 2021-03-27 3 10
WABUL3 2019-05-12 2 10
WABUL5 2021-03-27 1 10
WABUL6 2019-05-12 1 10
WABUL6 2021-03-27 2 10
WABUL7 2021-03-27 1 10
WABUL9 2021-03-27 1 10
WAWON2 2019-04-10 1 10
WAWON3 2019-04-10 3 10
WAWON4 2019-04-10 2 10
2MBPC 2022-05-06 2 9
4MBPC 2022-05-07 2 9
7MBPC 2022-05-05 3 9
8MBPC 2022-05-06 1 9
Calderon (4) 2019-05-04 1 9
D002 2018-03-19 3 9
D002 2018-03-19 5 9
D007 2018-03-23 1 9
D010 2018-03-12 5 9
D019 2018-03-19 1 9
D024 2018-03-20 1 9
D024 2018-03-20 4 9
D025 2018-03-19 3 9
D026 2018-03-12 4 9
D027 2018-03-23 5 9
D046 2018-03-19 3 9
D048 2018-03-20 3 9
GLIA2 2022-06-26 2 9
Glca1 2019-06-01 1 9
Glia2 2019-05-29 7 9
Gmc3 2019-05-31 10 9
Gmca1 2019-05-30 6 9
KAPUN5 2019-04-23 2 9
KAPUN8 2021-03-30 1 9
KULIS1 2021-04-11 2 9
KULIS2 2021-04-11 3 9
KULIS3 2021-04-11 1 9
KULIS5 2019-05-14 2 9
KULIS6 2021-04-11 2 9
L019 2018-03-20 4 9
LASOL3 2019-04-08 2 9
M004 2018-03-10 3 9
M016 2018-03-08 2 9
M016 2018-03-08 4 9
M020 2018-03-10 4 9
M022 2018-03-08 1 9
MORAM2 2019-04-09 1 9
MORAM2 2021-03-28 1 9
MORAM5 2019-04-09 1 9
MORAM5 2021-03-27 1 9
MORAM6 2019-04-09 3 9
MORAM7 2021-03-27 1 9
Mil-1 2021-09-08 4 9
NTZ2 2017-06-10 1 9
NTZ2 2017-06-10 2 9
PASIK1 2021-04-04 3 9
PASIK4 2019-04-24 1 9
PASIK4 2021-03-30 1 9
PASIK5 2019-04-24 3 9
Quissanga1 2020-12-29 1 9
SAGOR1 2021-04-07 3 9
SAGOR2 2021-04-07 3 9
SAGOR4 2021-04-06 3 9
SAGOR5 2019-04-23 3 9
SAGOR6 2021-04-07 3 9
SIOMP2 2021-04-02 2 9
SIOMP4 2019-04-21 3 9
SIOMP4 2021-04-02 3 9
SIONT1 2021-03-28 3 9
SIONT2 2019-05-12 1 9
SIONT3 2019-05-12 3 9
TALRAY4 2019-04-24 2 9
TALRAY5 2021-04-09 2 9
TALRAY6 2019-04-25 3 9
TIWOR2 2019-04-20 3 9
TIWOR4 2019-04-20 1 9
TIWOR6 2019-04-21 2 9
TIWOR6 2019-04-21 3 9
TIWOR7 2021-04-04 2 9
UZ2 2017-06-10 2 9
WABUL6 2021-03-27 3 9
WAWON1 2021-03-30 1 9
WAWON1 2021-03-30 3 9
WAWON2 2019-04-10 3 9
WAWON2 2021-03-31 2 9
WAWON3 2019-04-10 1 9
WAWON4 2021-03-31 1 9
WAWON7 2021-03-30 1 9
WAWON8 2021-03-30 2 9
17 2021-03-09 3 8
D002 2018-03-19 4 8
D004 2018-03-20 2 8
D004 2018-03-20 3 8
D005 2018-03-12 3 8
D006 2018-03-17 1 8
D006 2018-03-17 3 8
D019 2018-03-17 3 8
D019 2018-03-19 3 8
D022 2018-03-19 4 8
D023 2018-03-10 5 8
D038 2018-03-17 1 8
D038 2018-03-17 3 8
D038 2018-03-17 5 8
D041 2018-03-12 3 8
Glca4 2019-06-01 1 8
Glia3 2019-07-29 3 8
Gmia3 2019-05-30 10 8
KAPUN2 2021-03-30 1 8
KAPUN3 2019-04-22 3 8
KAPUN5 2019-04-23 3 8
KULIS1 2021-04-11 1 8
KULIS3 2019-05-14 3 8
KULIS7 2021-04-11 2 8
KULIS7 2021-04-11 3 8
L019 2018-03-20 1 8
L019 2018-03-20 2 8
L019 2018-03-20 3 8
L019 2018-03-20 5 8
LABEN4 2019-04-07 1 8
LASOL1 2019-04-08 1 8
LASOL1 2019-04-08 3 8
LASOL2 2019-04-08 1 8
LASOL2 2019-04-08 3 8
LASOL4 2019-04-08 3 8
Lumbo_1 2020-12-27 1 8
Lumbo_1 2020-12-27 3 8
M003 2018-03-07 3 8
M003 2018-03-07 5 8
M021 2018-03-08 3 8
M021 2018-03-08 5 8
MAGIN3 2019-04-22 3 8
MATAO5 2021-04-03 1 8
MATAO5 2021-04-03 2 8
MAWAS7 2021-04-01 2 8
MORAM3 2021-03-28 2 8
MORAM7 2021-03-27 2 8
Mecuta_2 2020-12-20 2 8
NTZ2 2021-04-10 1 8
NTZ3 2021-04-11 2 8
PASIK1 2019-05-17 1 8
PASIK2 2021-04-04 3 8
PASIK3 2019-04-24 2 8
PASIK3 2021-03-30 2 8
PASIK3 2021-03-30 3 8
PASIK4 2021-03-30 2 8
PASIK5 2021-03-30 2 8
Quissanga3 2020-12-29 3 8
SAGOR4 2019-04-23 2 8
SAGOR4 2021-04-06 2 8
SAGOR6 2021-04-07 1 8
SAGOR6 2021-04-07 2 8
SAGOR7 2021-04-05 1 8
SIOMP1 2019-04-20 1 8
SIOMP4 2021-04-02 2 8
SIOMP7 2021-04-02 1 8
SIONT3 2019-05-12 1 8
SIONT3 2019-05-12 2 8
SIONT5 2019-05-12 2 8
TALRAY1 2021-04-08 3 8
TALRAY5 2019-04-25 2 8
TALRAY7 2021-04-09 1 8
TIWOR3 2019-04-20 2 8
TIWOR4 2019-04-20 3 8
TIWOR6 2021-04-04 1 8
TIWOR7 2021-04-04 1 8
WABUL3 2019-05-12 1 8
WABUL4 2019-05-12 2 8
1MBPC 2022-05-06 1 7
8MBPC 2022-05-06 3 7
D006 2018-03-17 2 7
D006 2018-03-17 4 7
D007 2018-03-23 2 7
D007 2018-03-23 4 7
D007 2018-03-23 5 7
D010 2018-03-12 3 7
D010 2018-03-12 4 7
D019 2018-03-19 4 7
D024 2018-03-20 2 7
D025 2018-03-19 5 7
D026 2018-03-12 1 7
D037 2018-03-20 1 7
D037 2018-03-20 4 7
D037 2018-03-20 5 7
D041 2018-03-12 1 7
D046 2018-03-19 2 7
D048 2018-03-20 4 7
Glca1 2019-06-01 2 7
Glia2 2019-05-29 1 7
Glia2 2019-05-29 6 7
Ilha-sede2 2020-12-28 2 7
KAPUN3 2021-03-30 1 7
KAPUN3 2021-03-30 2 7
KAPUN8 2021-03-30 3 7
KULIS1 2019-05-14 3 7
KULIS3 2021-04-11 2 7
KULIS4 2019-05-14 2 7
KULIS5 2019-05-14 3 7
KULIS6 2019-05-14 2 7
KULIS6 2019-05-14 3 7
KULIS8 2021-04-11 1 7
LABEN3 2019-04-06 2 7
LABEN4 2019-04-07 2 7
LASOL1 2019-04-08 2 7
LASOL3 2019-04-08 3 7
LASOL4 2019-04-08 1 7
M003 2018-03-07 2 7
M015 2018-03-08 1 7
M015 2018-03-08 2 7
M016 2018-03-08 1 7
M019 2018-03-10 5 7
M021 2018-03-08 2 7
M022 2018-03-08 2 7
M022 2018-03-08 3 7
MATAO1 2021-04-05 2 7
MATAO3 2019-04-21 2 7
MAWAS5 2021-04-01 3 7
MAWAS6 2021-04-01 1 7
MORAM3 2021-03-28 1 7
PASIK3 2019-04-24 1 7
PASIK3 2019-04-24 3 7
PASIK4 2021-03-30 3 7
PASIK5 2019-04-24 1 7
PASIK5 2021-03-30 1 7
PASIK6 2019-04-23 3 7
PASIK6 2021-03-30 1 7
Quissanga1 2020-12-29 3 7
Quissanga2 2020-12-29 1 7
SAGOR2 2019-04-22 1 7
SAGOR2 2019-04-22 2 7
SAGOR5 2019-04-23 1 7
SAGOR7 2021-04-05 2 7
SIOMP4 2019-04-21 1 7
SIOMP4 2019-04-21 2 7
SIOMP5 2021-04-02 3 7
SIOMP7 2021-04-02 2 7
SIONT2 2019-05-12 3 7
SIONT2 2021-03-28 2 7
SIONT5 2019-05-12 3 7
SIONT5 2021-03-28 1 7
SIONT5 2021-03-28 2 7
SIONT5 2021-03-28 3 7
SIONT6 2019-05-12 1 7
SIONT7 2019-05-14 2 7
TALRAY2 2019-04-24 1 7
TALRAY2 2019-04-24 3 7
TALRAY3 2021-04-08 1 7
TALRAY7 2021-04-09 3 7
TIWOR1 2019-04-20 2 7
TIWOR1 2021-04-05 2 7
TIWOR6 2021-04-04 3 7
UOCA1 2023-03-21 3 7
WABUL1 2019-05-12 2 7
WABUL3 2019-05-12 3 7
WAWON1 2019-04-10 2 7
WAWON1 2021-03-30 2 7
WAWON3 2019-04-10 2 7
WAWON4 2019-04-10 3 7
WAWON4 2021-03-31 3 7
WAWON5 2019-04-10 1 7
WAWON6 2021-03-31 3 7
D006 2018-03-17 5 6
D022 2018-03-19 3 6
D024 2018-03-20 3 6
D025 2018-03-19 4 6
D027 2018-03-23 2 6
D027 2018-03-23 3 6
D038 2018-03-17 4 6
D041 2018-03-12 2 6
D046 2018-03-19 1 6
Glia2 2019-05-29 3 6
Glia3 2019-07-29 1 6
Glia3 2019-07-29 2 6
Gmc3 2019-05-31 9 6
Gmca1 2019-05-30 5 6
Gmia3 2019-05-30 8 6
Gmia3 2019-05-30 9 6
Ilha-sede1 2021-01-29 3 6
Ilha-sede2 2020-12-28 1 6
Ilha-sede3 2020-12-30 1 6
KAPUN2 2019-04-22 3 6
KAPUN2 2021-03-30 2 6
KAPUN2 2021-03-30 3 6
KAPUN5 2019-04-23 1 6
KAPUN8 2021-03-30 2 6
KULIS3 2021-04-11 3 6
KULIS5 2019-05-14 1 6
KULIS6 2019-05-14 1 6
LABEN1 2019-04-07 3 6
LABEN5 2019-04-07 3 6
LASOL5 2019-04-08 1 6
Luanda_2 2020-12-21 3 6
Lumbo_3 2021-01-29 1 6
M003 2018-03-07 1 6
M004 2018-03-10 2 6
M006 2018-03-08 5 6
M015 2018-03-08 5 6
M019 2018-03-10 4 6
MAGIN1 2021-04-03 1 6
MAGIN3 2019-04-22 1 6
MATAO2 2019-04-21 2 6
MATAO3 2019-04-21 1 6
MATAO4 2021-04-04 2 6
MATAO6 2021-04-03 2 6
MATAO6 2021-04-03 3 6
MAWAS3 2019-04-24 2 6
MAWAS6 2021-04-01 2 6
MAWAS7 2021-04-01 3 6
MORAM1 2019-04-09 1 6
MORAM2 2019-04-09 2 6
MORAM5 2019-04-09 2 6
MORAM6 2019-04-09 2 6
Mil-1 2021-09-08 5 6
Mil-1 2021-09-09 5 6
Mil-2 2021-09-09 4 6
NTZ1 2021-04-10 1 6
NTZ1 2021-04-10 2 6
NTZ1 2021-04-10 3 6
NTZ2 2017-06-10 3 6
PASIK6 2019-04-23 2 6
Quissanga3 2020-12-29 2 6
SAGOR1 2019-04-22 1 6
SAGOR2 2019-04-22 3 6
SAGOR3 2019-04-22 2 6
SIOMP2 2019-04-20 1 6
SIOMP5 2019-04-21 2 6
SIOMP6 2021-04-02 3 6
SIONT2 2019-05-12 2 6
SIONT2 2021-03-28 3 6
SIONT5 2019-05-12 1 6
SIONT6 2019-05-12 2 6
SIONT6 2019-05-12 3 6
SIONT7 2019-05-14 1 6
TALRAY1 2021-04-08 2 6
TALRAY2 2021-04-08 2 6
TALRAY2 2021-04-08 3 6
TALRAY3 2021-04-08 2 6
TALRAY4 2019-04-24 1 6
TALRAY6 2019-04-25 1 6
TALRAY6 2019-04-25 2 6
TIWOR1 2021-04-05 3 6
TIWOR2 2019-04-20 1 6
TIWOR2 2019-04-20 2 6
TIWOR2 2021-04-05 1 6
TIWOR4 2019-04-20 2 6
TIWOR4 2021-04-04 1 6
TIWOR4 2021-04-04 3 6
UZ1 2021-04-11 2 6
UZ2 2017-06-10 3 6
UZ2 2021-04-10 2 6
UZ3 2021-04-11 2 6
UZ3 2021-04-11 3 6
WABUL4 2019-05-12 3 6
WABUL5 2019-05-12 1 6
WAWON1 2019-04-10 3 6
WAWON5 2019-04-10 2 6
WAWON5 2019-04-10 3 6
WAWON6 2019-04-10 3 6
WAWON6 2021-03-31 1 6
WAWON7 2021-03-30 3 6
D007 2018-03-23 3 5
D010 2018-03-12 1 5
D010 2018-03-12 2 5
D024 2018-03-20 5 5
D041 2018-03-12 4 5
D041 2018-03-12 5 5
D048 2018-03-20 5 5
Dive site 1 2019-06-13 1 5
Glia3 2019-07-29 5 5
Glia3 2019-07-29 7 5
Gmca1 2019-05-30 7 5
Ilha-sede1 2021-01-29 2 5
Ilha-sede2 2020-12-28 3 5
KAPUN3 2019-04-22 1 5
KAPUN3 2021-03-30 3 5
KULIS1 2019-05-14 2 5
KULIS3 2019-05-14 1 5
KULIS4 2019-05-14 1 5
KULIS4 2019-05-14 3 5
KULIS7 2021-04-11 1 5
LABEN6 2019-04-07 3 5
Lumbo_1 2020-12-27 2 5
Lumbo_3 2021-01-29 2 5
Lumbo_3 2021-01-29 3 5
M002 2018-03-07 3 5
M003 2018-03-07 4 5
M019 2018-03-10 1 5
MAGIN1 2019-04-21 1 5
MAGIN3 2019-04-22 2 5
MAGIN4 2021-04-03 2 5
MAGIN5 2019-04-21 2 5
MAGIN5 2021-04-02 3 5
MAGIN6 2019-04-22 2 5
MATAO1 2021-04-05 1 5
MATAO1 2021-04-05 3 5
MATAO2 2021-04-05 2 5
MATAO3 2019-04-21 3 5
MATAO5 2019-04-20 3 5
MATAO6 2019-04-20 1 5
MATAO6 2019-04-20 2 5
MATAO6 2019-04-20 3 5
MAWAS2 2021-04-01 2 5
MAWAS2 2021-04-01 3 5
MORAM1 2019-04-09 2 5
MORAM2 2019-04-09 3 5
MORAM5 2019-04-09 3 5
Mecuta_2 2020-12-20 3 5
NTZ2 2021-04-10 2 5
NTZ2 2021-04-10 3 5
PASIK2 2021-04-04 1 5
PASIK6 2021-03-30 3 5
Quissanga1 2020-12-29 2 5
Quissanga4 2020-12-29 1 5
SAGOR1 2019-04-22 2 5
SAGOR1 2021-04-07 1 5
SAGOR1 2021-04-07 2 5
SAGOR3 2019-04-22 1 5
SAGOR5 2019-04-23 2 5
SIOMP2 2019-04-20 2 5
SIOMP2 2019-04-20 3 5
SIOMP5 2019-04-21 1 5
SIOMP5 2019-04-21 3 5
SIOMP5 2021-04-02 2 5
SIONT1 2021-03-28 2 5
SIONT2 2021-03-28 1 5
SIONT3 2021-03-28 1 5
SIONT3 2021-03-28 2 5
SIONT3 2021-03-28 3 5
SIONT4 2019-05-12 1 5
SIONT4 2019-05-12 2 5
SIONT4 2021-03-28 1 5
SIONT4 2021-03-28 2 5
SIONT6 2021-03-28 1 5
SIONT6 2021-03-28 2 5
SIONT6 2021-03-28 3 5
TALRAY1 2019-04-24 3 5
TALRAY1 2021-04-08 1 5
TALRAY2 2021-04-08 1 5
TALRAY3 2021-04-08 3 5
TALRAY4 2021-04-09 2 5
TALRAY5 2019-04-25 3 5
TIWOR2 2021-04-05 2 5
TIWOR2 2021-04-05 3 5
TIWOR3 2021-04-05 1 5
TIWOR4 2021-04-04 2 5
TIWOR5 2019-04-20 3 5
TIWOR6 2021-04-04 2 5
UZ1 2021-04-11 1 5
UZ1 2021-04-11 3 5
UZ2 2021-04-10 1 5
UZ2 2021-04-10 3 5
UZ3 2021-04-11 1 5
WABUL1 2019-05-12 1 5
WABUL4 2019-05-12 1 5
WAWON2 2019-04-10 2 5
WAWON4 2019-04-10 1 5
WAWON4 2021-03-31 2 5
WAWON6 2021-03-31 2 5
WAWON7 2021-03-30 2 5
D005 2018-03-12 2 4
D026 2018-03-12 2 4
D037 2018-03-20 3 4
Ilha-sede3 2020-12-30 3 4
KULIS1 2019-05-14 1 4
KULIS1 2021-04-11 3 4
LABEN4 2019-04-07 3 4
LASOL5 2019-04-08 3 4
M002 2018-03-07 4 4
M006 2018-03-08 2 4
M006 2018-03-08 4 4
M019 2018-03-10 2 4
MAGIN1 2021-04-03 2 4
MAGIN1 2021-04-03 3 4
MAGIN2 2019-04-22 3 4
MAGIN3 2021-04-03 1 4
MAGIN3 2021-04-03 2 4
MAGIN5 2021-04-02 1 4
MAGIN6 2019-04-22 3 4
MATAO2 2021-04-05 1 4
MATAO4 2019-04-20 3 4
MATAO4 2021-04-04 3 4
MATAO5 2021-04-03 3 4
MATAO6 2021-04-03 1 4
MATAO7 2021-04-04 3 4
MAWAS2 2021-04-01 1 4
MAWAS3 2019-04-24 3 4
MAWAS3 2021-04-01 1 4
MAWAS4 2021-04-01 2 4
MORAM3 2019-04-09 2 4
MORAM3 2019-04-09 3 4
Mil-2 2021-09-09 5 4
PASIK7 2019-04-23 1 4
PASIK8 2021-03-30 1 4
Quissanga2 2020-12-29 2 4
SAGOR1 2019-04-22 3 4
SAGOR6 2019-04-23 1 4
SIOMP1 2019-04-20 2 4
SIONT4 2019-05-12 3 4
SIONT7 2019-05-14 3 4
TALRAY1 2019-04-24 1 4
TALRAY1 2019-04-24 2 4
TALRAY4 2021-04-09 1 4
TALRAY5 2019-04-25 1 4
TIWOR3 2021-04-05 2 4
TIWOR7 2021-04-04 3 4
UZ1 2017-06-11 2 4
UZ1 2017-06-11 3 4
WABUL1 2019-05-12 3 4
WAWON1 2019-04-10 1 4
D005 2018-03-12 1 3
D005 2018-03-12 4 3
KAPUN4 2021-03-29 3 3
KAPUN6 2021-03-29 1 3
LABEN5 2019-04-07 2 3
LASOL4 2019-04-08 2 3
Luanda_2 2020-12-21 2 3
Lumbo_2 2021-01-29 1 3
Lumbo_2 2021-01-29 2 3
Lumbo_2 2021-01-29 3 3
M002 2018-03-07 5 3
M006 2018-03-08 1 3
MAGIN1 2019-04-21 2 3
MAGIN1 2019-04-21 3 3
MAGIN3 2021-04-03 3 3
MAGIN5 2019-04-21 1 3
MAGIN5 2019-04-21 3 3
MAGIN5 2021-04-02 2 3
MAGIN6 2019-04-22 1 3
MAGIN6 2021-04-02 1 3
MAGIN7 2021-04-02 1 3
MAGIN7 2021-04-02 2 3
MAGIN7 2021-04-02 3 3
MATAO1 2019-04-21 2 3
MATAO2 2021-04-05 3 3
MATAO4 2019-04-20 2 3
MATAO4 2021-04-04 1 3
MATAO5 2019-04-20 2 3
MATAO7 2021-04-04 2 3
MAWAS4 2021-04-01 1 3
MAWAS4 2021-04-01 3 3
MAWAS5 2021-04-01 1 3
MAWAS5 2021-04-01 2 3
MAWAS8 2021-04-01 1 3
MAWAS8 2021-04-01 2 3
Mecumbo 2020-12-23 3 3
Mecuta_1 2020-12-19 2 3
Mecuta_3 2020-12-20 2 3
Mecuta_3 2020-12-20 3 3
PASIK7 2019-04-23 2 3
PASIK8 2021-03-30 2 3
Quissanga4 2020-12-29 2 3
Quissanga4 2020-12-29 3 3
SIOMP1 2019-04-20 3 3
SIOMP3 2019-04-20 1 3
SIOMP3 2019-04-20 2 3
SIOMP6 2019-04-21 3 3
SIONT4 2021-03-28 3 3
TALRAY2 2019-04-24 2 3
TIWOR3 2021-04-05 3 3
D046 2018-03-19 4 2
Ilha-sede4 2020-12-30 1 2
Ilha-sede4 2020-12-30 2 2
Ilha-sede4 2020-12-30 3 2
KAPUN1 2019-04-22 1 2
KAPUN1 2019-04-22 2 2
KAPUN1 2019-04-22 3 2
KAPUN4 2021-03-29 1 2
KAPUN4 2021-03-29 2 2
KAPUN6 2021-03-29 2 2
KAPUN6 2021-03-29 3 2
KAPUN7 2021-03-30 1 2
KAPUN7 2021-03-30 2 2
M002 2018-03-07 1 2
M002 2018-03-07 2 2
M015 2018-03-08 4 2
M019 2018-03-10 3 2
MAGIN2 2019-04-22 1 2
MAGIN2 2019-04-22 2 2
MAGIN4 2021-04-03 3 2
MATAO1 2019-04-21 1 2
MATAO2 2019-04-21 1 2
MATAO5 2019-04-20 1 2
MAWAS3 2021-04-01 2 2
MAWAS3 2021-04-01 3 2
MORAM4 2019-04-09 1 2
PASIK8 2021-03-30 3 2
Quissanga2 2020-12-29 3 2
SIOMP6 2019-04-21 1 2
SIOMP6 2019-04-21 2 2
TALRAY3 2019-04-25 3 2
Test 2020-12-15 1 2
UZ1 2017-06-10 3 2
Dive site 1 2019-06-13 2 1
Ilha-sede3 2020-12-30 2 1
KAPUN4 2019-04-22 1 1
KAPUN4 2019-04-22 2 1
KAPUN4 2019-04-22 3 1
KAPUN7 2021-03-30 3 1
LASOL5 2019-04-08 2 1
M006 2018-03-08 3 1
MAGIN6 2021-04-02 2 1
MAGIN6 2021-04-02 3 1
MATAO1 2019-04-21 3 1
MATAO2 2019-04-21 3 1
MATAO4 2019-04-20 1 1
MATAO7 2021-04-04 1 1
MAWAS3 2019-04-24 1 1
MAWAS8 2021-04-01 3 1
MORAM4 2019-04-09 2 1
MORAM4 2019-04-09 3 1
Mecumbo 2020-12-22 1 1
Mecumbo 2020-12-22 2 1
Mecuta_1 2020-12-19 3 1
PASIK7 2019-04-23 3 1
TALRAY3 2019-04-25 1 1
TALRAY3 2019-04-25 2 1
TIWOR5 2019-04-20 1 1
TIWOR5 2019-04-20 2 1
Test 2020-12-15 2 1
Test 2021-06-15 1 1
Tingib Inside Station 1 NA 3 1
# ff2_habitat: 1061 objects

ff2_habitat_dates_transect <- ff2_habitat %>%
  group_by(location_name, surveydate, transect_no) %>%
  summarise(Count = n(), .groups = "drop")%>%
  arrange(desc(Count))

ff2_habitat_dates_transect %>% 
  kable() %>%
  kable_styling(bootstrap_options = "striped", full_width = FALSE)
location_name surveydate transect_no Count
Bangaan 2022-06-15 1 130
Bangaan 2022-06-15 2 128
Corregidor MPA 2022-03-17 4 122
Tinigbas 2022-04-16 4 122
Agay-ayan 2022-06-25 1 120
Agay-ayan 2022-06-25 2 114
Bangaan 2022-06-16 3 114
San Antonio 2022-06-26 1 114
San Antonio 2022-06-26 2 114
Talisay MPA 2021-03-28 1 112
Bangaan 2022-06-16 4 110
Talisay MPA 2021-03-28 2 110
Buluan 2022-06-11 3 100
Buluan Island Marine Sanctuary 2022-06-11 3 100
T. Arlan MPA 2022-03-25 1 100
T. Arlan MPA 2022-03-25 2 98
Talisay MPA 2021-03-28 3 96
Litayun MPA 2022-05-20 1 94
Litayun MPA 2022-05-20 2 88
Maribojoc MPA 2022-03-12 1 84
Caloco 2022-06-24 7 74
Caloco 2022-06-26 3 70
Corregidor MPA 2022-03-17 3 70
Maribojoc MPA 2022-03-12 2 70
Takot Lawum 2022-06-09 2 70
10 2021-03-05 1 69
10 2021-03-06 3 69
10 2021-03-08 2 69
11 2021-03-06 1 69
11 2021-03-06 2 69
11 2021-03-06 3 69
17 2021-03-06 3 69
18 2021-03-06 1 69
18 2021-03-06 2 69
18 2021-03-06 3 69
19 2021-03-05 1 69
19 2021-03-05 2 69
19 2021-03-05 3 69
20 2021-03-08 1 69
20 2021-03-08 2 69
20 2021-03-08 3 69
21 2021-03-08 1 69
21 2021-03-08 2 69
21 2021-03-08 3 69
22 2021-03-08 1 69
22 2021-03-08 2 69
22 2021-03-08 3 69
6 2021-03-07 1 69
6 2021-03-07 2 69
7 2021-03-06 1 69
7 2021-03-06 2 69
7 2021-03-06 3 69
8 2021-02-07 1 69
8 2021-03-07 2 69
8 2021-03-07 3 69
T. Arlan MPA 2022-03-25 3 68
Tambanan 2022-05-30 2 68
Caloco 2022-06-24 8 66
Takut Siare 2022-05-29 1 66
Tambanan 2022-05-30 3 66
Tambanan 2022-05-30 4 66
Tambanan 2022-06-01 1 66
Caloco 2022-06-24 6 64
Corregidor MPA NA 1 64
Ermita 2022-05-30 3 64
Takot Lawum 2022-06-09 1 62
Caloco 2022-06-24 4 60
Caloco 2022-06-24 5 60
Caloco 2022-06-26 4 60
Corregidor MPA 2022-03-18 3 60
Mabuhay Marine Park 2022-05-26 1 60
NA NA 4 60
Corregidor MPA 2022-03-18 2 58
Pamosaingan MPA 2022-03-18 1 58
Takot Lawum 2022-06-09 3 58
Takut Siare 2022-05-28 2 58
Tambanan 2022-06-01 2 58
Tambanan 2022-06-01 4 58
Tinigbas 2022-04-17 3 58
Agay-ayan 2022-06-25 3 56
Burgos MPA 2022-03-25 1 56
Ermita 2022-05-30 4 56
Mabuhay Marine Park 2022-05-27 4 56
Pamosaingan MPA 2022-03-17 5 56
Buluan 2022-06-11 4 54
Buluan Island Marine Sanctuary 2022-06-11 4 54
Iniban 2022-04-05 2 54
Litayun MPA 2022-05-20 4 54
Mabuhay Marine Park 2022-05-26 3 54
Tandu-Balasa 2022-06-08 4 54
Diosan 2022-06-13 3 52
Gen Luna MPA 2022-03-21 1 52
Iniban 2022-04-05 1 52
Litayun MPA 2022-05-20 3 52
Pamosaingan MPA 2022-03-18 2 52
Pandilosan Is. 2022-06-03 2 52
Punta Manobo 2022-06-08 1 52
Punta Manobo 2022-06-09 4 52
Takut Siare 2022-05-29 2 52
Tambanan 2022-05-30 1 52
Tambanan 2022-06-01 3 52
Tandu-Balasa 2022-06-08 2 52
Buluan 2022-06-10 4 50
Buluan Island Marine Sanctuary 2022-06-10 4 50
Corregidor MPA 2022-03-17 5 50
Diosan 2022-06-13 4 50
Maribojoc MPA 2022-03-12 3 50
San Juan 2022-06-01 2 50
Sand Bar 2022-06-04 2 50
Takut Siare 2022-05-28 1 50
Tinigbas 2022-04-16 1 50
Tinigbas 2022-04-16 2 50
Buluan 2022-06-10 2 48
Buluan Island Marine Sanctuary 2022-06-10 2 48
Cloud 9 propose MPA 2022-03-22 3 48
Corregidor MPA 2022-03-17 1 48
Iniban 2022-04-06 4 48
Mabuhay Marine Park 2022-05-26 4 48
Salvacion MPA 2022-03-23 5 48
Sand Bar 2022-06-04 3 48
Takut Siare 2022-05-28 4 48
Buluan 2022-06-10 1 46
Buluan Island Marine Sanctuary 2022-06-10 1 46
Caub MPA 2022-03-13 2 46
Cloud 9 propose MPA 2022-03-22 4 46
Corregidor MPA NA 5 46
Diosan 2022-06-13 1 46
Iniban 2022-04-06 3 46
Pandilosan Is. 2022-06-03 3 46
Punta Manobo 2022-06-09 3 46
San Juan 2022-06-01 1 46
Tandu-Balasa 2022-06-08 1 46
Buluan 2022-06-10 5 44
Buluan Island Marine Sanctuary 2022-06-10 5 44
Cloud 9 propose MPA 2022-03-22 2 44
Ermita 2022-05-30 2 44
Gen Luna MPA 2022-03-21 2 44
Lampinigan 2022-05-18 7 44
Lampinigan 2022-05-21 2 44
Litayun MPA 2022-05-21 3 44
Mabuhay Marine Park 2022-05-27 2 44
Moyong MPA 2022-05-23 3 44
Moyong MPA 2022-05-23 4 44
Pucio 2022-04-17 1 44
Punta Manobo 2022-06-08 2 44
Salvacion MPA 2022-03-23 3 44
Takut Siare 2022-05-28 3 44
Tinigbas 2022-04-16 3 44
Tinigbas 2022-04-17 5 44
Buluan 2022-06-11 1 42
Buluan 2022-06-11 2 42
Buluan Island Marine Sanctuary 2022-06-11 1 42
Buluan Island Marine Sanctuary 2022-06-11 2 42
Caub MPA 2022-03-13 1 42
Diosan 2022-06-14 6 42
Mabuhay Marine Park 2022-05-26 2 42
Mabuhay Marine Park 2022-05-27 3 42
Mantalip 2022-04-09 4 42
Poblacion MPA 2022-03-25 3 42
Pucio 2022-04-17 2 42
Sand Bar 2022-06-04 1 42
Burgos MPA 2022-03-25 2 40
Cloud 9 propose MPA 2022-03-22 1 40
Diosan 2022-06-14 5 40
Lampinigan 2022-05-18 4 40
Lampinigan 2022-05-21 1 40
Mabuhay Marine Park 2022-05-27 1 40
Moyong MPA 2022-05-24 7 40
Moyong MPA 2022-05-24 8 40
Pamosaingan MPA 2022-03-17 2 40
Pamosaingan MPA 2022-03-17 3 40
Salvacion MPA 2022-03-23 4 40
Tinigbas 2022-04-16 5 40
Burgos MPA 2022-03-25 3 38
Ermita 2022-05-30 1 38
Gen Luna MPA 2022-03-21 3 38
Pamosaingan MPA 2022-03-18 4 38
Corregidor MPA 2022-03-17 2 36
Daku Island 2022-03-21 2 36
Lampinigan 2022-05-18 5 36
Lampinigan 2022-05-18 6 36
Litayun MPA 2022-05-21 4 36
Mantalip 2022-04-09 2 36
Pandilosan Is. 2022-06-03 1 36
Poblacion MPA 2022-03-25 2 36
Salvacion MPA 2022-03-23 1 36
Cloud 9 propose MPA 2022-03-22 5 34
Diosan 2022-06-13 2 34
Maribojoc Outside Station 1 2021-04-30 2 34
Poblacion MPA 2022-03-25 1 34
Poblacion MPA 2022-03-25 5 34
Salvacion MPA 2022-03-23 2 34
Takut Siare 2022-05-29 3 34
Tandu-Balasa 2022-06-08 3 34
Lampinigan 2022-05-21 3 32
Pamosaingan MPA 2022-03-17 1 32
Pamosaingan MPA 2022-03-17 4 32
Pamosaingan MPA 2022-03-18 5 32
Caub MPA 2022-03-13 3 30
Moyong MPA 2022-05-24 2 30
Poblacion MPA 2022-03-25 4 30
San Juan 2022-06-01 4 30
UOIA2 NA 4 30
UOIA2 NA 5 30
UWIA2 NA 2 30
UWIA2 NA 3 30
UWIA2 NA 4 30
CAYO BLANCO NA 1 29
UOIA2 NA 1 29
UWIA2 NA 1 29
Alegria MPA 2022-03-24 2 28
Alegria MPA 2022-03-24 3 28
BAJO SECO NA 1 28
CAYO BLANCO NA 2 28
Caub MPA 2022-03-12 2 28
Daku Island 2022-03-21 1 28
Ermita 2022-06-01 1 28
KAPUN1 2019-04-22 1 28
KAPUN1 2019-04-22 2 28
KAPUN1 2019-04-22 3 28
KAPUN2 2019-04-22 1 28
KAPUN2 2019-04-22 2 28
KAPUN2 2019-04-22 3 28
KAPUN3 2019-04-22 1 28
KAPUN3 2019-04-22 2 28
KAPUN3 2019-04-22 3 28
KAPUN4 2019-04-22 1 28
KAPUN4 2019-04-22 2 28
KAPUN4 2019-04-22 3 28
KAPUN5 2019-04-23 1 28
KAPUN5 2019-04-23 2 28
KAPUN5 2019-04-23 3 28
KULIS1 2019-05-14 1 28
KULIS1 2019-05-14 2 28
KULIS1 2019-05-14 3 28
KULIS2 2019-05-14 1 28
KULIS2 2019-05-14 2 28
KULIS2 2019-05-14 3 28
KULIS3 2019-05-14 1 28
KULIS3 2019-05-14 2 28
KULIS3 2019-05-14 3 28
KULIS4 2019-05-14 1 28
KULIS4 2019-05-14 2 28
KULIS4 2019-05-14 3 28
KULIS5 2019-05-14 1 28
KULIS5 2019-05-14 2 28
KULIS5 2019-05-14 3 28
KULIS6 2019-05-14 1 28
KULIS6 2019-05-14 2 28
KULIS6 2019-05-14 3 28
LABEN1 2019-04-07 1 28
LABEN1 2019-04-07 2 28
LABEN1 2019-04-07 3 28
LABEN2 2019-04-07 1 28
LABEN2 2019-04-07 2 28
LABEN2 2019-04-07 3 28
LABEN3 2019-04-06 1 28
LABEN3 2019-04-06 2 28
LABEN3 2019-04-06 3 28
LABEN4 2019-04-07 1 28
LABEN4 2019-04-07 2 28
LABEN4 2019-04-07 3 28
LABEN5 2019-04-07 1 28
LABEN5 2019-04-07 2 28
LABEN5 2019-04-07 3 28
LABEN6 2019-04-07 1 28
LABEN6 2019-04-07 2 28
LABEN6 2019-04-07 3 28
LASOL1 2019-04-08 1 28
LASOL1 2019-04-08 2 28
LASOL1 2019-04-08 3 28
LASOL2 2019-04-08 1 28
LASOL2 2019-04-08 2 28
LASOL2 2019-04-08 3 28
LASOL3 2019-04-08 1 28
LASOL3 2019-04-08 2 28
LASOL3 2019-04-08 3 28
LASOL4 2019-04-08 1 28
LASOL4 2019-04-08 2 28
LASOL4 2019-04-08 3 28
LASOL5 2019-04-08 1 28
LASOL5 2019-04-08 2 28
LASOL5 2019-04-08 3 28
LASOL6 2019-04-08 1 28
LASOL6 2019-04-08 2 28
LASOL6 2019-04-08 3 28
MAGIN1 2019-04-21 1 28
MAGIN1 2019-04-21 2 28
MAGIN1 2019-04-21 3 28
MAGIN2 2019-04-22 1 28
MAGIN2 2019-04-22 2 28
MAGIN2 2019-04-22 3 28
MAGIN3 2019-04-22 1 28
MAGIN3 2019-04-22 2 28
MAGIN3 2019-04-22 3 28
MAGIN4 2019-04-21 1 28
MAGIN4 2019-04-21 2 28
MAGIN4 2019-04-21 3 28
MAGIN5 2019-04-21 1 28
MAGIN5 2019-04-21 2 28
MAGIN5 2019-04-21 3 28
MAGIN6 2019-04-22 1 28
MAGIN6 2019-04-22 2 28
MAGIN6 2019-04-22 3 28
MATAO1 2019-04-21 1 28
MATAO1 2019-04-21 2 28
MATAO1 2019-04-21 3 28
MATAO2 2019-04-21 1 28
MATAO2 2019-04-21 2 28
MATAO2 2019-04-21 3 28
MATAO3 2019-04-21 1 28
MATAO3 2019-04-21 2 28
MATAO3 2019-04-21 3 28
MATAO4 2019-04-20 1 28
MATAO4 2019-04-20 2 28
MATAO4 2019-04-20 3 28
MATAO5 2019-04-20 1 28
MATAO5 2019-04-20 2 28
MATAO5 2019-04-20 3 28
MATAO6 2019-04-20 1 28
MATAO6 2019-04-20 2 28
MATAO6 2019-04-20 3 28
MAWAS1 2019-04-24 1 28
MAWAS1 2019-04-24 2 28
MAWAS1 2019-04-24 3 28
MAWAS2 2019-04-23 1 28
MAWAS2 2019-04-23 2 28
MAWAS2 2019-04-23 3 28
MAWAS3 2019-04-24 1 28
MAWAS3 2019-04-24 2 28
MAWAS3 2019-04-24 3 28
MAWAS4 2019-04-24 1 28
MAWAS4 2019-04-24 2 28
MAWAS4 2019-04-24 3 28
MAWAS5 2019-04-23 1 28
MAWAS5 2019-04-23 2 28
MAWAS5 2019-04-23 3 28
MAWAS6 2019-04-23 1 28
MAWAS6 2019-04-23 2 28
MAWAS6 2019-04-23 3 28
MORAM1 2019-04-09 1 28
MORAM1 2019-04-09 2 28
MORAM1 2019-04-09 3 28
MORAM2 2019-04-09 1 28
MORAM2 2019-04-09 2 28
MORAM2 2019-04-09 3 28
MORAM3 2019-04-09 1 28
MORAM3 2019-04-09 2 28
MORAM3 2019-04-09 3 28
MORAM4 2019-04-09 1 28
MORAM4 2019-04-09 2 28
MORAM4 2019-04-09 3 28
MORAM5 2019-04-09 1 28
MORAM5 2019-04-09 2 28
MORAM5 2019-04-09 3 28
MORAM6 2019-04-09 1 28
MORAM6 2019-04-09 2 28
MORAM6 2019-04-09 3 28
Mantalip 2022-04-08 2 28
Mantalip 2022-04-08 3 28
Mantalip 2022-04-09 1 28
Mantalip 2022-04-09 3 28
Moyong MPA 2022-05-23 5 28
PASIK1 2019-05-17 1 28
PASIK1 2019-05-17 2 28
PASIK1 2019-05-17 3 28
PASIK2 2019-05-17 1 28
PASIK2 2019-05-17 2 28
PASIK2 2019-05-17 3 28
PASIK3 2019-04-24 1 28
PASIK3 2019-04-24 2 28
PASIK3 2019-04-24 3 28
PASIK4 2019-04-24 1 28
PASIK4 2019-04-24 2 28
PASIK4 2019-04-24 3 28
PASIK5 2019-04-24 1 28
PASIK5 2019-04-24 2 28
PASIK5 2019-04-24 3 28
PASIK6 2019-04-23 1 28
PASIK6 2019-04-23 2 28
PASIK6 2019-04-23 3 28
PASIK7 2019-04-23 1 28
PASIK7 2019-04-23 2 28
PASIK7 2019-04-23 3 28
SAGOR1 2019-04-22 1 28
SAGOR1 2019-04-22 2 28
SAGOR1 2019-04-22 3 28
SAGOR2 2019-04-22 1 28
SAGOR2 2019-04-22 2 28
SAGOR2 2019-04-22 3 28
SAGOR3 2019-04-22 1 28
SAGOR3 2019-04-22 2 28
SAGOR3 2019-04-22 3 28
SAGOR4 2019-04-23 1 28
SAGOR4 2019-04-23 2 28
SAGOR4 2019-04-23 3 28
SAGOR5 2019-04-23 1 28
SAGOR5 2019-04-23 2 28
SAGOR5 2019-04-23 3 28
SAGOR6 2019-04-23 1 28
SAGOR6 2019-04-23 2 28
SAGOR6 2019-04-23 3 28
SIOMP1 2019-04-20 1 28
SIOMP1 2019-04-20 2 28
SIOMP1 2019-04-20 3 28
SIOMP2 2019-04-20 1 28
SIOMP2 2019-04-20 2 28
SIOMP2 2019-04-20 3 28
SIOMP3 2019-04-20 1 28
SIOMP3 2019-04-20 2 28
SIOMP3 2019-04-20 3 28
SIOMP4 2019-04-21 1 28
SIOMP4 2019-04-21 2 28
SIOMP4 2019-04-21 3 28
SIOMP5 2019-04-21 1 28
SIOMP5 2019-04-21 2 28
SIOMP5 2019-04-21 3 28
SIOMP6 2019-04-21 1 28
SIOMP6 2019-04-21 2 28
SIOMP6 2019-04-21 3 28
SIONT1 2019-05-12 1 28
SIONT1 2019-05-12 2 28
SIONT1 2019-05-12 3 28
SIONT2 2019-05-12 1 28
SIONT2 2019-05-12 2 28
SIONT2 2019-05-12 3 28
SIONT3 2019-05-12 1 28
SIONT3 2019-05-12 2 28
SIONT3 2019-05-12 3 28
SIONT4 2019-05-12 1 28
SIONT4 2019-05-12 2 28
SIONT4 2019-05-12 3 28
SIONT5 2019-05-12 1 28
SIONT5 2019-05-12 2 28
SIONT5 2019-05-12 3 28
SIONT6 2019-05-12 1 28
SIONT6 2019-05-12 2 28
SIONT6 2019-05-12 3 28
TALRAY1 2019-04-24 1 28
TALRAY1 2019-04-24 2 28
TALRAY1 2019-04-24 3 28
TALRAY2 2019-04-24 1 28
TALRAY2 2019-04-24 2 28
TALRAY2 2019-04-24 3 28
TALRAY3 2019-04-25 1 28
TALRAY3 2019-04-25 2 28
TALRAY3 2019-04-25 3 28
TALRAY4 2019-04-24 1 28
TALRAY4 2019-04-24 2 28
TALRAY4 2019-04-24 3 28
TALRAY5 2019-04-25 1 28
TALRAY5 2019-04-25 2 28
TALRAY5 2019-04-25 3 28
TALRAY6 2019-04-25 1 28
TALRAY6 2019-04-25 2 28
TALRAY6 2019-04-25 3 28
TIWOR1 2019-04-20 1 28
TIWOR1 2019-04-20 2 28
TIWOR1 2019-04-20 3 28
TIWOR2 2019-04-20 1 28
TIWOR2 2019-04-20 2 28
TIWOR2 2019-04-20 3 28
TIWOR3 2019-04-20 1 28
TIWOR3 2019-04-20 2 28
TIWOR3 2019-04-20 3 28
TIWOR4 2019-04-20 1 28
TIWOR4 2019-04-20 2 28
TIWOR4 2019-04-20 3 28
TIWOR5 2019-04-20 1 28
TIWOR5 2019-04-20 2 28
TIWOR5 2019-04-20 3 28
TIWOR6 2019-04-21 1 28
TIWOR6 2019-04-21 2 28
TIWOR6 2019-04-21 3 28
Takut Siare 2022-05-29 4 28
UOCA1 NA 1 28
UOCA1 NA 4 28
UOCA1 NA 5 28
UOIA2 NA 2 28
UOIA2 NA 3 28
WABUL1 2019-05-12 1 28
WABUL1 2019-05-12 2 28
WABUL1 2019-05-12 3 28
WABUL2 2019-05-12 1 28
WABUL2 2019-05-12 2 28
WABUL2 2019-05-12 3 28
WABUL3 2019-05-12 1 28
WABUL3 2019-05-12 2 28
WABUL3 2019-05-12 3 28
WABUL4 2019-05-12 1 28
WABUL4 2019-05-12 2 28
WABUL4 2019-05-12 3 28
WABUL5 2019-05-12 1 28
WABUL5 2019-05-12 2 28
WABUL5 2019-05-12 3 28
WABUL6 2019-05-12 1 28
WABUL6 2019-05-12 2 28
WABUL6 2019-05-12 3 28
WAWON1 2019-04-10 1 28
WAWON1 2019-04-10 2 28
WAWON1 2019-04-10 3 28
WAWON2 2019-04-10 1 28
WAWON2 2019-04-10 2 28
WAWON2 2019-04-10 3 28
WAWON3 2019-04-10 1 28
WAWON3 2019-04-10 2 28
WAWON3 2019-04-10 3 28
WAWON4 2019-04-10 1 28
WAWON4 2019-04-10 2 28
WAWON4 2019-04-10 3 28
WAWON5 2019-04-10 1 28
WAWON5 2019-04-10 2 28
WAWON5 2019-04-10 3 28
WAWON6 2019-04-10 1 28
WAWON6 2019-04-10 2 28
WAWON6 2019-04-10 3 28
BAJO SECO NA 2 27
CAYO BLANCO NA 4 27
CAYO BLANCO NA 5 27
NMSF1 NA 1 27
Alegria MPA 2022-03-24 1 26
Alegria MPA 2022-03-24 4 26
BAJO SECO NA 5 26
CAYO BLANCO NA 3 26
Caub MPA 2022-03-13 4 26
Caub MPA NA 5 26
Daku Island 2022-03-21 3 26
MBPC-4 NA 2 26
MBPC-8 NA 1 26
Moyong MPA 2022-05-23 6 26
UOCA1 NA 2 26
MBPC-4 NA 1 25
Alegria MPA 2022-03-24 5 24
Caub MPA 2022-03-12 1 24
Caub MPA 2022-03-12 3 24
MBPC-5 NA 2 24
MBPC-7 NA 2 24
Mantalip 2022-04-08 1 24
Mantalip 2022-04-08 4 24
NMSF1 NA 2 24
UOCA1 NA 3 24
BAJO SECO NA 3 23
Dapdap MPA Station 1 2020-11-14 2 23
MBPC-2 NA 1 23
MBPC-4 NA 3 23
MBPC-8 NA 3 23
UWIA2 NA 5 23
BAJO SECO NA 4 22
Calmante Station 2 2020-11-08 1 22
Dapdap MPA Station 2 2020-11-14 2 22
MBPC-1 NA 3 22
MBPC-8 NA 2 22
Moyong MPA 2022-05-24 1 22
San Juan 2022-06-01 3 22
Talisay Outside Station 1 2021-05-01 2 22
Tuland Diot Station 2 2020-11-18 1 22
Calmante Station 1 2020-11-08 1 21
Dapdap MPA Station 2 2020-11-14 1 21
MBPC-2 NA 2 21
MBPC-2 NA 3 21
Nag-Uban MPA 2020-11-19 1 21
Tuland Diot Station 1 2020-11-18 1 21
Burgos MPA Station 1 2021-05-11 1 20
Cloud 9 Station 2 2021-05-08 1 20
Dapdap MPA Station 1 2020-11-14 1 20
Ermita 2022-06-01 2 20
Inusukan MPA Station 2 2020-11-16 1 20
MBPC-1 NA 1 20
MBPC-1 NA 2 20
MBPC-5 NA 3 20
MIL1 2021-09-08 1 20
MIL2 2021-09-08 4 20
MIL3 2021-09-08 3 20
Mabini Station 3 2020-11-07 2 20
Pamosaingan MPA 2022-03-18 3 20
Pamosaingan MPA Station 2 2021-05-02 1 20
Pamosaingan Outside Station 2 2021-05-05 1 20
Talisay MPA Station 1 2021-05-01 2 20
Villahermosa MPA 2020-11-09 1 20
Burgos MPA Station 2 2021-05-10 2 19
Calmante Station 2 2020-11-08 2 19
General Luna MPA Station 1 2021-05-06 3 19
MBPC-7 NA 1 19
MBPC-7 NA 3 19
MIL1 2021-09-08 2 19
MIL1 2021-09-08 4 19
MIL2 2021-09-08 2 19
MIL3 2021-09-08 2 19
MIL3 2021-09-08 5 19
PMP Outside 2020-11-13 1 19
Patria MPA 2021-02-23 2 19
Puertobello MPA 2020-11-09 1 19
Villahermosa MPA 2020-11-09 2 19
Burgos MPA Station 1 2021-05-11 2 18
Calmante Station 1 2020-11-08 2 18
Caub MPA 2022-03-12 4 18
Cloud 9 Station 1 2021-05-08 3 18
General Luna MPA Station 1 2021-05-06 2 18
General Luna MPA Station 2 2021-05-06 2 18
Inusukan MPA Station 1 2020-11-16 2 18
Inusukan Outside Station 1 2020-11-16 2 18
Inusukan Outside Station 2 2020-11-16 1 18
Inusukan Outside Station 2 2020-11-16 2 18
MIL2 2021-09-08 5 18
MIL3 NA 4 18
Mabini MPA Station 1 2020-11-07 1 18
Mabini MPA Station 1 2020-11-07 2 18
Mabini MPA Station 2 2020-11-07 2 18
Mabini Station 3 2020-11-07 1 18
Mag-aba MPA 2021-02-24 1 18
Maribojoc MPA Station 1 2021-04-30 1 18
Maribojoc MPA Station 1 2021-04-30 2 18
PMP Inside 2020-11-13 1 18
Pamosaingan MPA Station 1 2021-05-02 1 18
Pamosaingan MPA Station 1 2021-05-02 2 18
Pamosaingan MPA Station 2 2021-05-02 2 18
Pamosaingan MPA Station 2 2021-05-02 3 18
Pamosaingan Outside Station 2 2021-05-05 2 18
Pilar Poblacion MPA Station 1 2021-05-13 3 18
T. Arlan MPA Inside Station 1 2021-05-15 1 18
T. Arlan MPA Inside Station 1 2021-05-15 3 18
T. Arlan MPA Outside Station 1 2021-05-15 1 18
T. Arlan MPA Outside Station 1 2021-05-15 2 18
Talisay MPA Station 1 2021-05-01 1 18
Talisay Outside Station 1 2021-05-01 1 18
Tuland Diot Station 2 2020-11-18 2 18
Burgos MPA Station 1 2021-05-11 3 17
Inusukan MPA Station 1 2020-11-16 1 17
Inusukan Outside Station 1 2020-11-16 1 17
MBPC-6 NA 2 17
Mag-aba MPA 2021-02-24 2 17
Maribojoc MPA Station 1 2021-04-30 3 17
Nag-Uban MPA 2020-11-19 2 17
Patria MPA 2021-02-23 1 17
Pilar Poblacion MPA Station 1 2021-05-13 2 17
Pilar Salvacion MPA Station 1 2021-05-18 3 17
Pilar Salvacion MPA Station 2 2021-05-18 2 17
Talisay MPA Station 1 2021-05-01 3 17
Tingib MPA 2021-02-23 1 17
Tuland Diot Station 1 2020-11-18 2 17
Burgos MPA Station 2 2021-05-10 1 16
Burgos Outside Station 1 2021-05-11 2 16
Daku Outside Station 2 2021-05-07 1 16
General Luna MPA Station 1 2021-05-06 1 16
MBPC-5 NA 1 16
MIL1 2021-09-08 3 16
MIL1 2021-09-08 5 16
MIL2 2021-09-08 3 16
Mabini MPA Station 2 2020-11-07 1 16
PMP Outside 2020-11-13 2 16
Pamosaingan MPA Station 1 2021-05-02 3 16
Pamosaingan Outside Station 1 2021-05-05 1 16
Pamosaingan Outside Station 1 2021-05-05 2 16
Patria MPA 2021-02-23 3 16
Pilar Poblacion MPA Station 1 2021-05-13 1 16
Pilar Salvacion MPA Station 2 2021-05-18 1 16
Puertobello MPA 2020-11-09 2 16
San Isidro MPA 2020-11-12 1 16
San Isidro MPA 2020-11-12 2 16
T. Arlan MPA Inside Station 1 2021-05-15 2 16
Tingib MPA 2021-02-23 2 16
Abiera MPA 2021-02-26 1 15
Burgos Outside Station 1 2021-05-11 1 15
Cloud 9 Station 1 2021-05-08 2 15
Daku Outside Station 1 2021-05-06 1 15
Daku Outside Station 1 2021-05-06 2 15
Daku Outside Station 2 2021-05-07 2 15
Duyong outside 2021-02-24 1 15
General Luna MPA Station 2 2021-05-06 1 15
Inusukan MPA Station 2 2020-11-16 2 15
MBPC-6 NA 3 15
MIL2 2021-09-08 1 15
MIL3 2021-09-08 1 15
PMP Inside 2020-11-13 2 15
Pamosaingan Outside Station 1 2021-05-05 3 15
Pilar Salvacion MPA Station 1 2021-05-18 2 15
San Isidro Outside 2020-11-12 2 15
Abiera MPA 2021-02-26 2 14
Alegria MPA Inside Station 1 2021-05-16 1 14
Alegria MPA Inside Station 2 2021-05-16 1 14
Burgos Outside Station 2 2021-05-19 1 14
Cloud 9 Station 1 2021-05-08 1 14
Cloud 9 Station 2 2021-05-08 2 14
MAGIN7 2021-04-02 1 14
San Isidro Outside 2020-11-12 1 14
WAWON2 2021-03-31 2 14
Alegria MPA Inside Station 2 2021-05-16 2 13
MAGIN1 2021-04-03 2 13
MAGIN1 2021-04-03 3 13
MORAM3 2021-03-28 2 13
TIWOR1 2021-04-05 2 13
WAWON2 2021-03-31 1 13
Alegria MPA Inside Station 1 2021-05-16 3 12
Daku Outside Station 1 2021-05-06 3 12
Duyong outside 2021-02-24 2 12
Idio MPA 2021-02-26 1 12
Idio MPA 2021-02-26 2 12
MORAM2 2021-03-28 3 12
NTZ2 2021-04-10 2 12
Pilar Poblacion MPA Station 2 2021-05-13 1 12
Pilar Poblacion MPA Station 2 2021-05-13 2 12
TALRAY1 2021-04-08 3 12
TIWOR2 2021-04-05 3 12
TIWOR7 2021-04-04 1 12
MAGIN1 2021-04-03 1 11
MAGIN4 2021-04-03 3 11
MAGIN7 2021-04-02 2 11
MAGIN7 2021-04-02 3 11
MORAM2 2021-03-28 1 11
MORAM5 2021-03-27 3 11
MORAM6 2021-03-27 3 11
Memba_Nauguema 2020-12-24 1 11
Pilar Salvacion MPA Station 1 2021-05-18 1 11
Quissanga 2020-12-30 1 11
SAGOR7 2021-04-05 1 11
TALRAY1 2021-04-08 1 11
TALRAY2 2021-04-08 1 11
TIWOR1 2021-04-05 3 11
TIWOR2 2021-04-05 1 11
TIWOR7 2021-04-04 3 11
WABUL9 2021-03-27 3 11
WAWON2 2021-03-31 3 11
WAWON6 2021-03-31 1 11
WAWON6 2021-03-31 3 11
Alegria MPA Inside Station 1 2021-05-16 2 10
Idiacacan MPA 2021-02-25 1 10
Luanda 2020-12-22 3 10
MAGIN4 2021-04-03 1 10
MAGIN4 2021-04-03 2 10
MATAO4 2021-04-04 2 10
MORAM2 2021-03-28 2 10
MORAM5 2021-03-27 1 10
MORAM6 2021-03-27 1 10
MORAM6 2021-03-27 2 10
SAGOR3 2021-04-07 2 10
SAGOR4 2021-04-06 2 10
SAGOR7 2021-04-05 2 10
SAGOR7 2021-04-05 3 10
TALRAY1 2021-04-08 2 10
TALRAY2 2021-04-08 2 10
TIWOR1 2021-04-05 1 10
TIWOR2 2021-04-05 2 10
TIWOR4 2021-04-04 2 10
TIWOR7 2021-04-04 2 10
WABUL9 2021-03-27 1 10
Idiacacan MPA 2021-02-25 2 9
Luanda 2020-12-22 1 9
MAGIN6 2021-04-02 1 9
MATAO2 2021-04-05 1 9
MATAO4 2021-04-04 1 9
MATAO4 2021-04-04 3 9
MATAO5 2021-04-03 3 9
MATAO6 2021-04-03 2 9
MATAO6 2021-04-03 3 9
MORAM3 2021-03-28 3 9
MORAM7 2021-03-27 3 9
Memba_Mecuta_4 2020-12-21 1 9
Quissanga 2020-12-30 2 9
SAGOR2 2021-04-07 2 9
SAGOR2 2021-04-07 3 9
SAGOR4 2021-04-06 3 9
SAGOR6 2021-04-07 1 9
TALRAY2 2021-04-08 3 9
TALRAY5 2021-04-09 1 9
TALRAY5 2021-04-09 2 9
TIWOR4 2021-04-04 1 9
TIWOR4 2021-04-04 3 9
UZ3 2021-04-11 2 9
WABUL9 2021-03-27 2 9
WAWON1 2021-03-30 2 9
WAWON1 2021-03-30 3 9
WAWON4 2021-03-31 3 9
WAWON7 2021-03-30 3 9
KAPUN6 2021-03-29 3 8
KULIS3 2021-04-11 1 8
KULIS6 2021-04-11 3 8
KULIS9 2021-04-11 3 8
Luanda 2020-12-22 2 8
MATAO2 2021-04-05 3 8
MATAO6 2021-04-03 1 8
MORAM7 2021-03-27 1 8
NTZ3 2021-04-11 1 8
NTZ3 2021-04-11 3 8
SAGOR2 2021-04-07 1 8
SAGOR4 2021-04-06 1 8
SAGOR6 2021-04-07 3 8
TALRAY3 2021-04-08 1 8
TALRAY3 2021-04-08 3 8
TALRAY4 2021-04-09 2 8
TALRAY4 2021-04-09 3 8
TALRAY5 2021-04-09 3 8
TIWOR6 2021-04-04 2 8
WAWON1 2021-03-30 1 8
WAWON4 2021-03-31 1 8
WAWON7 2021-03-30 1 8
WAWON7 2021-03-30 2 8
WAWON8 2021-03-31 1 8
WAWON8 2021-03-31 3 8
KULIS1 2021-04-11 1 7
KULIS3 2021-04-11 2 7
KULIS3 2021-04-11 3 7
KULIS9 2021-04-11 1 7
MAGIN6 2021-04-02 2 7
MATAO1 2021-04-05 2 7
MATAO1 2021-04-05 3 7
MATAO2 2021-04-05 2 7
MATAO5 2021-04-03 1 7
MORAM1 2021-03-28 2 7
MORAM3 2021-03-28 1 7
MORAM5 2021-03-27 2 7
Memba_Mecuta_4 2020-12-21 2 7
NTZ2 2017-06-10 2 7
NTZ2 2021-04-10 1 7
PASIK6 2021-04-04 1 7
SAGOR1 2021-04-07 3 7
SAGOR3 2021-04-07 1 7
SAGOR3 2021-04-07 3 7
SAGOR6 2021-04-07 2 7
SIOMP2 2021-04-02 1 7
SIONT7 2021-03-28 3 7
TALRAY7 2021-04-09 2 7
TALRAY7 2021-04-09 3 7
TIWOR3 2021-04-05 2 7
TIWOR6 2021-04-04 1 7
TIWOR6 2021-04-04 3 7
UZ1 2021-04-11 1 7
UZ1 2021-04-11 2 7
UZ2 2017-06-10 1 7
UZ2 2017-06-10 2 7
UZ2 2021-04-10 1 7
WABUL7 2021-03-27 1 7
WABUL8 2021-03-27 1 7
WABUL8 2021-03-27 2 7
WAWON6 2021-03-31 2 7
KAPUN7 2021-03-30 2 6
KULIS6 2021-04-11 1 6
KULIS6 2021-04-11 2 6
KULIS8 2021-04-11 2 6
KULIS8 2021-04-11 3 6
KULIS9 2021-04-11 2 6
MAGIN3 2021-04-03 1 6
MAGIN5 2021-04-02 2 6
MAGIN5 2021-04-02 3 6
MAGIN6 2021-04-02 3 6
MATAO5 2021-04-03 2 6
MATAO7 2021-04-04 3 6
MAWAS10 2021-04-01 1 6
MAWAS2 2021-04-01 2 6
MAWAS3 2021-04-01 1 6
MAWAS8 2021-04-01 3 6
MAWAS9 2021-04-01 1 6
MORAM1 2021-03-28 3 6
MORAM7 2021-03-27 2 6
NTZ2 2017-06-10 1 6
NTZ2 2017-06-10 3 6
NTZ2 2021-04-10 3 6
NTZ3 2021-04-11 2 6
PASIK1 2021-04-04 1 6
PASIK4 2021-03-30 1 6
PASIK6 2021-04-04 2 6
PASIK8 2021-03-30 1 6
PASIK8 2021-03-30 2 6
SAGOR1 2021-04-07 2 6
SIOMP1 2021-04-02 1 6
SIOMP2 2021-04-02 2 6
SIOMP2 2021-04-02 3 6
SIOMP6 2021-04-02 1 6
SIOMP6 2021-04-02 3 6
SIONT4 2021-03-28 3 6
SIONT8 2021-03-28 3 6
TALRAY3 2021-04-08 2 6
TALRAY4 2021-04-09 1 6
TALRAY7 2021-04-09 1 6
TIWOR3 2021-04-05 1 6
UZ1 2017-06-11 1 6
UZ2 2017-06-10 3 6
UZ3 2021-04-11 1 6
WABUL7 2021-03-27 2 6
WAWON4 2021-03-31 2 6
WAWON8 2021-03-31 2 6
KAPUN10 2021-03-30 1 5
KAPUN4 2021-03-29 1 5
KAPUN6 2021-03-29 1 5
KAPUN6 2021-03-29 2 5
KAPUN7 2021-03-30 1 5
KAPUN8 2021-03-30 1 5
KAPUN9 2021-03-30 1 5
KULIS1 2021-04-11 2 5
KULIS1 2021-04-11 3 5
KULIS7 2021-04-11 1 5
KULIS7 2021-04-11 2 5
KULIS8 2021-04-11 1 5
MAGIN3 2021-04-03 3 5
MAGIN5 2021-04-02 1 5
MATAO1 2021-04-05 1 5
MATAO7 2021-04-04 1 5
MAWAS10 2021-04-01 2 5
MAWAS10 2021-04-01 3 5
MAWAS2 2021-04-01 1 5
MAWAS2 2021-04-01 3 5
MAWAS3 2021-04-01 3 5
MAWAS6 2021-04-01 1 5
MAWAS7 2021-04-01 1 5
MAWAS7 2021-04-01 2 5
MAWAS7 2021-04-01 3 5
MAWAS8 2021-04-01 1 5
MAWAS8 2021-04-01 2 5
MAWAS9 2021-04-01 2 5
MAWAS9 2021-04-01 3 5
Memba_Nauguema 2020-12-24 2 5
NTZ1 2017-06-11 3 5
NTZ1 2021-04-10 2 5
PASIK3 2021-03-30 1 5
PASIK3 2021-03-30 2 5
PASIK6 2021-04-04 3 5
PASIK8 2021-03-30 3 5
SAGOR1 2021-04-07 1 5
SIOMP5 2021-04-02 2 5
SIOMP6 2021-04-02 2 5
SIONT1 2021-03-28 1 5
SIONT1 2021-03-28 2 5
SIONT4 2021-03-28 1 5
SIONT4 2021-03-28 2 5
SIONT6 2021-03-28 1 5
SIONT6 2021-03-28 2 5
SIONT6 2021-03-28 3 5
SIONT7 2021-03-28 1 5
SIONT7 2021-03-28 2 5
SIONT8 2021-03-28 1 5
SIONT8 2021-03-28 2 5
TIWOR3 2021-04-05 3 5
UZ1 2021-04-11 3 5
UZ2 2021-04-10 2 5
UZ2 2021-04-10 3 5
WABUL10 2021-03-27 3 5
WABUL11 2021-03-27 1 5
WABUL11 2021-03-27 2 5
WABUL11 2021-03-27 3 5
WABUL12 2021-03-27 1 5
WABUL7 2021-03-27 3 5
WABUL8 2021-03-27 3 5
KAPUN10 2021-03-30 2 4
KAPUN4 2021-03-29 3 4
KAPUN7 2021-03-30 3 4
KAPUN8 2021-03-30 2 4
KAPUN9 2021-03-30 2 4
MAGIN3 2021-04-03 2 4
MATAO7 2021-04-04 2 4
MAWAS3 2021-04-01 2 4
MORAM1 2021-03-28 1 4
Memba_Mecuta_1 2020-12-20 3 4
NTZ1 2017-06-11 2 4
NTZ1 2021-04-10 1 4
NTZ1 2021-04-10 3 4
PASIK1 2021-04-04 2 4
PASIK1 2021-04-04 3 4
PASIK2 2021-04-04 2 4
PASIK2 2021-04-04 3 4
PASIK3 2021-03-30 3 4
PASIK4 2021-04-01 3 4
PASIK4 2021-04-18 2 4
Quissanga 2020-12-30 3 4
SIOMP1 2021-04-02 3 4
SIOMP4 2021-04-02 1 4
SIOMP4 2021-04-02 3 4
SIOMP5 2021-04-02 1 4
SIOMP5 2021-04-02 3 4
SIOMP7 2021-04-02 1 4
SIOMP7 2021-04-02 3 4
SIONT1 2021-03-28 3 4
SIONT9 2021-03-28 1 4
SIONT9 2021-03-28 2 4
SIONT9 2021-03-28 3 4
WABUL10 2021-03-27 1 4
WABUL10 2021-03-27 2 4
WABUL12 2021-03-27 2 4
WABUL12 2021-03-27 3 4
KAPUN10 2021-03-30 3 3
KAPUN4 2021-03-29 2 3
KAPUN8 2021-03-30 3 3
KAPUN9 2021-03-30 3 3
KULIS7 2021-04-11 3 3
MAWAS6 2021-04-01 2 3
MAWAS6 2021-04-01 3 3
Memba_Mecuta_1 2020-12-20 1 3
Memba_Mecuta_4 2020-12-21 3 3
NTZ1 2017-06-11 1 3
PASIK2 2021-04-04 1 3
PASIK5 2021-04-18 1 3
PASIK5 2021-04-18 2 3
PASIK5 2021-04-18 3 3
SIOMP1 2021-04-02 2 3
SIOMP4 2021-04-02 2 3
SIOMP7 2021-04-02 2 3
UZ3 2021-04-11 3 3
Caloco 2022-06-24 1 2
Memba_Mecuta_1 2020-12-20 2 2
Burgos Outside Station 11 2021-05-19 2 1
Burgos Outside Station 12 2021-05-19 2 1
Burgos Outside Station 17 2021-05-19 2 1
Burgos Outside Station 19 2021-05-19 2 1
Burgos Outside Station 2 2021-05-19 2 1
Burgos Outside Station 21 2021-05-19 2 1
Burgos Outside Station 22 2021-05-19 2 1
Burgos Outside Station 24 2021-05-19 2 1
Burgos Outside Station 25 2021-05-19 2 1
Burgos Outside Station 27 2021-05-19 2 1
Burgos Outside Station 29 2021-05-19 2 1
Burgos Outside Station 30 2021-05-19 2 1
Burgos Outside Station 33 2021-05-19 2 1
Burgos Outside Station 5 2021-05-19 2 1
Burgos Outside Station 7 2021-05-19 2 1
Burgos Outside Station 9 2021-05-19 2 1
Puntod Shoal MPA 2021-02-27 1 1
Puntod Shoal MPA 2021-02-28 1 1
Puntod Shoal MPA 2021-03-01 1 1
Puntod Shoal MPA 2021-03-02 1 1
Puntod Shoal MPA 2021-03-04 1 1
Puntod Shoal MPA 2021-03-05 1 1
Puntod Shoal MPA 2021-03-06 1 1
Puntod Shoal MPA 2021-03-07 1 1
Puntod Shoal MPA 2021-03-08 1 1
Puntod Shoal MPA 2021-03-09 1 1
Puntod Shoal MPA 2021-03-11 1 1
Puntod Shoal MPA 2021-03-13 1 1
Puntod Shoal MPA 2021-03-14 1 1
Puntod Shoal MPA 2021-03-15 1 1
Puntod Shoal MPA 2021-03-16 1 1
Puntod Shoal MPA 2021-03-17 2 1
Puntod Shoal MPA 2021-03-18 2 1
Puntod Shoal MPA 2021-03-19 2 1
Puntod Shoal MPA 2021-03-21 2 1
Puntod Shoal MPA 2021-03-22 2 1
Puntod Shoal MPA 2021-03-23 2 1
Puntod Shoal MPA 2021-03-24 2 1
Puntod Shoal MPA 2021-03-25 2 1
Puntod Shoal MPA 2021-03-26 2 1
Puntod Shoal MPA 2021-03-27 2 1
Puntod Shoal MPA 2021-03-29 2 1
Puntod Shoal MPA 2021-03-31 2 1
Puntod Shoal MPA 2021-04-01 2 1
Puntod Shoal MPA 2021-04-02 2 1
Puntod Shoal MPA 2021-04-03 2 1
Puntod Shoal MPA 2021-04-04 3 1
Puntod Shoal MPA 2021-04-05 3 1
Puntod Shoal MPA 2021-04-06 3 1
Puntod Shoal MPA 2021-04-07 3 1
Puntod Shoal MPA 2021-04-08 3 1
Puntod Shoal MPA 2021-04-09 3 1
Puntod Shoal MPA 2021-04-10 3 1
Puntod Shoal MPA 2021-04-11 3 1
Puntod Shoal MPA 2021-04-12 3 1
Puntod Shoal MPA 2021-04-14 3 1
Puntod Shoal MPA 2021-04-16 3 1
Puntod Shoal MPA 2021-04-17 3 1
Puntod Shoal MPA 2021-04-18 3 1
Puntod Shoal MPA 2021-04-19 3 1
Puntod Shoal MPA 2021-04-20 3 1
Puntod Shoal MPA 2021-04-21 3 1
UZ1 2017-06-11 2 1
UZ1 2017-06-11 3 1

Takeaways

  1. It is quite possible to import historical data from FF to MERMAID but this app is not prepared to optimize this work: it will take time!

  2. Time requirement:

  • 1000+ unique Sites must be manually entered: name, country, latitude, longitude, exposure, reef type, reef zone (?)

  • Missing data (300,000+ missing observations in required fields): survey date, lat/lon, location name, location status, methodology, species

  • Manual validation of 3500 sample units (location, survey date, transect)

  • Validate species names

Specific Issues

  1. How should we organize MERMAID Projects? By Country and Dataset (e.g. FF2.0_Indonesia_Fish, FF2.0_Indonesia_Habitat)?

  2. How do we address missing data?

  3. Which methodology of the 6 available will we choose for Habitat? Benthic Point Transect (PIT)?

  4. How should we add the observer’s email?

  5. How do we choose Exposure / Reef Type / Reef Zone for all sites?

  6. How do we specify Management Regimes? General for all Managed Access?