Analisis Kebakaran Hutan dan Kehilangan Tutupan Pohon

Analisis deskriptif dua sumber data, 2019–2025

1 Pendahuluan

Laporan ini membahas pola kebakaran hutan, kehilangan tutupan pohon, kehilangan hutan primer, dan penyebab dominan kehilangan tutupan pohon. Analisis menggunakan periode bersama 2019–2025 dari dua file:

• kebakaran-hutan.xlsx: indikator tahunan kebakaran dengan kode referensi wilayah 6400. Nama wilayah tidak tertulis dalam tabel sumber.
• IDN.xlsx: data Indonesia dan wilayah administratif, dengan definisi indikator dan metadata pada sheet ReadMe.

Kedua sumber dianalisis secara terpisah karena cakupan wilayah dan definisi indikator berbeda. Luas kebakaran tidak dianggap sama dengan kehilangan tutupan pohon. Laporan bersifat deskriptif dan tidak menguji pengaruh sebab-akibat.

2 Data dan metode

2.1 Cakupan dan penyiapan data

Data yang diperlukan sudah ditanam sebagai teks CSV di dalam dokumen R Markdown ini. Nilainya berasal dari sheet Excel yang sama dengan analisis awal. Dengan demikian, dokumen dapat di-Knit tanpa jalur folder komputer tertentu, file Excel, atau file CSV pendamping. Pembaruan Excel tidak otomatis mengubah snapshot ini.

1. Gunakan satu indikator luas kebakaran dan satu indikator hotspot untuk menghindari penghitungan ganda atas dua pasang baris yang identik.
2. Pilih tahun 2019–2025. Semua angka 2026 dalam sumber kebakaran adalah nol, tetapi status kelengkapannya belum jelas, sehingga tahun tersebut dikecualikan.
3. Pilih threshold kanopi >30% secara konsisten pada data tutupan pohon. Threshold lain tidak dijumlahkan karena cakupannya tumpang tindih.
4. Hitung total, rata-rata, median, simpangan baku, perubahan tahunan, proporsi penyebab, serta peringkat provinsi.
5. Bandingkan jumlah kelas penyebab dan jumlah provinsi dengan total nasional. Selisih dicatat tanpa mengubah angka sumber.

2.2 Membaca snapshot data

tahun_analisis <- 2019:2025
threshold_pilihan <- 30

fire <- read.csv(text=r"---(No,Kode Referensi,Daftar Data,2019,2020,2021,2022,2023,2024,2025,2026,Satuan,Keterangan
1,6400,Kebakaran Hutan,68524,1018,49,372,1110,13225.13,308.33,0,Hektare,Sumber Data : Bidang Perlindungan dan KSDAE
2,6400,Luas Areal Hutan yang Terbakar,68524,1018,49,372,1110,13225.13,308.33,0,Hektare,Sumber Data : Bidang Perlindungan dan KSDAE
3,6400,Jumlah Korban Jiwa,0,0,0,0,0,0,0,0,Orang,Sumber Data : Bidang Perlindungan dan KSDAE
4,6400,Jumlah Titik Hotspot Kebakaran,991,312,136,120,649,323,5606,0,Titik,Sumber Data : Bidang Perlindungan dan KSDAE
5,6400,Jumlah Kejadian Kebakaran Hutan dan Lahan,25,33,44,25,18,56,36,0,Kasus,Sumber Data : Bidang Perlindungan dan KSDAE
6,6400,Data Jumlah Hotspot Berdasarkan Status Lahan,991,312,136,120,649,323,5606,0,Titik,Sumber Data : Bidang Perlindungan dan KSDAE
7,6400,Data Luas Area Kebakaran Hutan dan Lahan di Kabupaten,88741,5306,3245,372,940,13298,0,0,Hektare,Sumber Data : Bidang Perlindungan dan KSDAE
8,6400,Jumlah penanganan kasus Kebakaran Hutan dan Lahan (KARHUTLA),1,0,0,0,0,0,0,0,Kasus,Sumber Data : Bidang Perlindungan dan KSDAE
9,6400,Persentase penurunan luas kebakaran hutan dan lahan di provinsi rawan kebakaran hutan dan lahan dari baseline,0,0,0,0,0,0,0,0,%,Sumber Data : Bidang Perlindungan dan KSDAE
10,6400,Persentase luas kebakaran hutan dan lahan menurun,0,0.1,95,0.004,0.01,0.15,0.0028,0,%,Sumber Data : Bidang Perlindungan dan KSDAE
)---",
  check.names=FALSE, stringsAsFactors=FALSE)

loss <- read.csv(text=r"---(country,threshold,area_ha,extent_2000_ha,extent_2010_ha,tc_loss_ha_2001,tc_loss_ha_2002,tc_loss_ha_2003,tc_loss_ha_2004,tc_loss_ha_2005,tc_loss_ha_2006,tc_loss_ha_2007,tc_loss_ha_2008,tc_loss_ha_2009,tc_loss_ha_2010,tc_loss_ha_2011,tc_loss_ha_2012,tc_loss_ha_2013,tc_loss_ha_2014,tc_loss_ha_2015,tc_loss_ha_2016,tc_loss_ha_2017,tc_loss_ha_2018,tc_loss_ha_2019,tc_loss_ha_2020,tc_loss_ha_2021,tc_loss_ha_2022,tc_loss_ha_2023,tc_loss_ha_2024,tc_loss_ha_2025
Indonesia,0,189023581,189023581,189023581,754493,864967,549193,1303370,1196068,1451759,1413145,1416133,1960372,1288134,1560848,2305401,1222776,2048020,1877558,2598728,1449331,1363600,1336079,1071763,953795,1002528,1668215,1313569,1370727
Indonesia,10,189023581,165098316,162773868,748273,859053,546506,1294312,1186613,1439371,1393369,1400818,1950148,1281784,1548626,2271469,1153806,1924737,1773455,2459863,1332280,1247352,1206947,983067,862486,908032,1446292,1156289,1199377
Indonesia,15,189023581,163637408,160771739,747168,858052,546052,1292851,1185300,1437456,1391658,1399502,1948604,1281100,1547107,2268369,1149676,1916083,1765679,2448892,1322837,1238703,1197866,976622,856105,901046,1430519,1145087,1187591
Indonesia,20,189023581,162782347,160094433,745905,856856,545515,1291214,1184183,1435661,1389885,1398125,1947132,1280365,1545741,2264781,1145714,1908153,1758825,2439830,1315087,1231524,1190440,971214,850661,895303,1418070,1136263,1178351
Indonesia,25,189023581,161883065,158970716,745097,856082,545180,1290158,1183366,1434492,1388959,1397336,1946201,1279941,1544824,2262948,1143340,1903169,1754546,2433598,1310033,1226970,1185513,967737,847351,891666,1409593,1130500,1172430
Indonesia,30,189023581,160640822,157792891,744084,855270,544812,1289035,1182436,1433147,1387621,1396246,1944957,1279328,1543628,2260258,1139300,1894359,1746464,2422066,1300718,1218733,1176883,961585,841390,885237,1395285,1120264,1161831
Indonesia,50,189023581,155062981,150794419,734816,845674,540481,1274917,1170924,1414752,1371552,1381807,1927445,1271070,1530072,2234682,1113900,1840270,1697193,2351378,1249676,1172039,1127529,927802,810565,851368,1319916,1067047,1107736
Indonesia,75,189023581,140897240,136932396,691828,792392,512878,1195226,1105171,1313630,1280668,1292283,1814226,1212248,1454723,2101033,1000149,1612982,1480164,2041150,1061130,996390,949736,795617,691287,723312,1072054,882590,922544
)---",
  check.names=FALSE, stringsAsFactors=FALSE)

primary <- read.csv(text=r"---(country,threshold,area__ha,tc_loss_ha_2002,tc_loss_ha_2003,tc_loss_ha_2004,tc_loss_ha_2005,tc_loss_ha_2006,tc_loss_ha_2007,tc_loss_ha_2008,tc_loss_ha_2009,tc_loss_ha_2010,tc_loss_ha_2011,tc_loss_ha_2012,tc_loss_ha_2013,tc_loss_ha_2014,tc_loss_ha_2015,tc_loss_ha_2016,tc_loss_ha_2017,tc_loss_ha_2018,tc_loss_ha_2019,tc_loss_ha_2020,tc_loss_ha_2021,tc_loss_ha_2022,tc_loss_ha_2023,tc_loss_ha_2024,tc_loss_ha_2025
Indonesia,30,93872196,271745,248436,479153,478404,468381,525992,469405,683826,540976,613905,855533,472992,736797,666637,928658,373255,339888,323646,270057,202906,230003,292374,258812,295596
)---",
  check.names=FALSE, stringsAsFactors=FALSE)

drivers <- read.csv(text=r"---(country,threshold,driver,year,tc_loss_ha
Indonesia,30,Hard commodities,2001,10340
Indonesia,30,Logging,2001,94395
Indonesia,30,Other natural disturbances,2001,7677
Indonesia,30,Permanent agriculture,2001,537405
Indonesia,30,Settlements & Infrastructure,2001,3073
Indonesia,30,Shifting cultivation,2001,74893
Indonesia,30,Wildfire,2001,13785
Indonesia,30,Hard commodities,2002,12813
Indonesia,30,Logging,2002,111386
Indonesia,30,Other natural disturbances,2002,13019
Indonesia,30,Permanent agriculture,2002,580615
Indonesia,30,Settlements & Infrastructure,2002,4498
Indonesia,30,Shifting cultivation,2002,87888
Indonesia,30,Wildfire,2002,42604
Indonesia,30,Hard commodities,2003,11054
Indonesia,30,Logging,2003,62027
Indonesia,30,Other natural disturbances,2003,9019
Indonesia,30,Permanent agriculture,2003,323105
Indonesia,30,Settlements & Infrastructure,2003,1831
Indonesia,30,Shifting cultivation,2003,50274
Indonesia,30,Wildfire,2003,86065
Indonesia,30,Hard commodities,2004,21508
Indonesia,30,Logging,2004,177494
Indonesia,30,Other natural disturbances,2004,11535
Indonesia,30,Permanent agriculture,2004,932476
Indonesia,30,Settlements & Infrastructure,2004,5376
Indonesia,30,Shifting cultivation,2004,99346
Indonesia,30,Wildfire,2004,38797
Indonesia,30,Hard commodities,2005,19905
Indonesia,30,Logging,2005,147674
Indonesia,30,Other natural disturbances,2005,9002
Indonesia,30,Permanent agriculture,2005,877321
Indonesia,30,Settlements & Infrastructure,2005,5147
Indonesia,30,Shifting cultivation,2005,70003
Indonesia,30,Wildfire,2005,51558
Indonesia,30,Hard commodities,2006,21817
Indonesia,30,Logging,2006,144910
Indonesia,30,Other natural disturbances,2006,10519
Indonesia,30,Permanent agriculture,2006,1112770
Indonesia,30,Settlements & Infrastructure,2006,5671
Indonesia,30,Shifting cultivation,2006,96424
Indonesia,30,Wildfire,2006,38784
Indonesia,30,Hard commodities,2007,25611
Indonesia,30,Logging,2007,181126
Indonesia,30,Other natural disturbances,2007,11251
Indonesia,30,Permanent agriculture,2007,951935
Indonesia,30,Settlements & Infrastructure,2007,5212
Indonesia,30,Shifting cultivation,2007,63838
Indonesia,30,Wildfire,2007,146725
Indonesia,30,Hard commodities,2008,24329
Indonesia,30,Logging,2008,181408
Indonesia,30,Other natural disturbances,2008,7165
Indonesia,30,Permanent agriculture,2008,1074327
Indonesia,30,Settlements & Infrastructure,2008,5064
Indonesia,30,Shifting cultivation,2008,75011
Indonesia,30,Wildfire,2008,27194
Indonesia,30,Hard commodities,2009,40728
Indonesia,30,Logging,2009,157169
Indonesia,30,Other natural disturbances,2009,17674
Indonesia,30,Permanent agriculture,2009,1555072
Indonesia,30,Settlements & Infrastructure,2009,9809
Indonesia,30,Shifting cultivation,2009,105639
Indonesia,30,Wildfire,2009,55942
Indonesia,30,Hard commodities,2010,23742
Indonesia,30,Logging,2010,184372
Indonesia,30,Other natural disturbances,2010,9685
Indonesia,30,Permanent agriculture,2010,963619
Indonesia,30,Settlements & Infrastructure,2010,5090
Indonesia,30,Shifting cultivation,2010,54113
Indonesia,30,Wildfire,2010,36072
Indonesia,30,Hard commodities,2011,37533
Indonesia,30,Logging,2011,206272
Indonesia,30,Other natural disturbances,2011,11372
Indonesia,30,Permanent agriculture,2011,1174787
Indonesia,30,Settlements & Infrastructure,2011,6099
Indonesia,30,Shifting cultivation,2011,63054
Indonesia,30,Wildfire,2011,41427
Indonesia,30,Hard commodities,2012,58514
Indonesia,30,Logging,2012,229471
Indonesia,30,Other natural disturbances,2012,19815
Indonesia,30,Permanent agriculture,2012,1753540
Indonesia,30,Settlements & Infrastructure,2012,8867
Indonesia,30,Shifting cultivation,2012,95553
Indonesia,30,Wildfire,2012,87499
Indonesia,30,Hard commodities,2013,25007
Indonesia,30,Logging,2013,114246
Indonesia,30,Other natural disturbances,2013,6749
Indonesia,30,Permanent agriculture,2013,882736
Indonesia,30,Settlements & Infrastructure,2013,3112
Indonesia,30,Shifting cultivation,2013,66631
Indonesia,30,Wildfire,2013,38735
Indonesia,30,Hard commodities,2014,40772
Indonesia,30,Logging,2014,169132
Indonesia,30,Other natural disturbances,2014,18337
Indonesia,30,Permanent agriculture,2014,1374555
Indonesia,30,Settlements & Infrastructure,2014,7080
Indonesia,30,Shifting cultivation,2014,121423
Indonesia,30,Wildfire,2014,159475
Indonesia,30,Hard commodities,2015,35784
Indonesia,30,Logging,2015,164566
Indonesia,30,Other natural disturbances,2015,27611
Indonesia,30,Permanent agriculture,2015,1092211
Indonesia,30,Settlements & Infrastructure,2015,6579
Indonesia,30,Shifting cultivation,2015,136438
Indonesia,30,Wildfire,2015,280591
Indonesia,30,Hard commodities,2016,46032
Indonesia,30,Logging,2016,186825
Indonesia,30,Other natural disturbances,2016,35186
Indonesia,30,Permanent agriculture,2016,1269610
Indonesia,30,Settlements & Infrastructure,2016,7903
Indonesia,30,Shifting cultivation,2016,156013
Indonesia,30,Wildfire,2016,717550
Indonesia,30,Hard commodities,2017,28718
Indonesia,30,Logging,2017,129021
Indonesia,30,Other natural disturbances,2017,19154
Indonesia,30,Permanent agriculture,2017,941201
Indonesia,30,Settlements & Infrastructure,2017,7149
Indonesia,30,Shifting cultivation,2017,128453
Indonesia,30,Wildfire,2017,44053
Indonesia,30,Hard commodities,2018,35898
Indonesia,30,Logging,2018,128502
Indonesia,30,Other natural disturbances,2018,16239
Indonesia,30,Permanent agriculture,2018,876812
Indonesia,30,Settlements & Infrastructure,2018,5930
Indonesia,30,Shifting cultivation,2018,115553
Indonesia,30,Wildfire,2018,38456
Indonesia,30,Hard commodities,2019,35406
Indonesia,30,Logging,2019,130172
Indonesia,30,Other natural disturbances,2019,18305
Indonesia,30,Permanent agriculture,2019,800768
Indonesia,30,Settlements & Infrastructure,2019,6264
Indonesia,30,Shifting cultivation,2019,104573
Indonesia,30,Wildfire,2019,79988
Indonesia,30,Hard commodities,2020,27032
Indonesia,30,Logging,2020,94135
Indonesia,30,Other natural disturbances,2020,13129
Indonesia,30,Permanent agriculture,2020,655169
Indonesia,30,Settlements & Infrastructure,2020,4043
Indonesia,30,Shifting cultivation,2020,91507
Indonesia,30,Wildfire,2020,75313
Indonesia,30,Hard commodities,2021,28531
Indonesia,30,Logging,2021,77886
Indonesia,30,Other natural disturbances,2021,11498
Indonesia,30,Permanent agriculture,2021,616740
Indonesia,30,Settlements & Infrastructure,2021,3645
Indonesia,30,Shifting cultivation,2021,76910
Indonesia,30,Wildfire,2021,24555
Indonesia,30,Hard commodities,2022,30150
Indonesia,30,Logging,2022,79814
Indonesia,30,Other natural disturbances,2022,11519
Indonesia,30,Permanent agriculture,2022,654852
Indonesia,30,Settlements & Infrastructure,2022,3348
Indonesia,30,Shifting cultivation,2022,74563
Indonesia,30,Wildfire,2022,29550
Indonesia,30,Hard commodities,2023,43967
Indonesia,30,Logging,2023,123540
Indonesia,30,Other natural disturbances,2023,12855
Indonesia,30,Permanent agriculture,2023,1032209
Indonesia,30,Settlements & Infrastructure,2023,5919
Indonesia,30,Shifting cultivation,2023,110972
Indonesia,30,Wildfire,2023,65206
Indonesia,30,Hard commodities,2024,34315
Indonesia,30,Logging,2024,112596
Indonesia,30,Other natural disturbances,2024,10921
Indonesia,30,Permanent agriculture,2024,826912
Indonesia,30,Settlements & Infrastructure,2024,3348
Indonesia,30,Shifting cultivation,2024,89056
Indonesia,30,Wildfire,2024,42468
Indonesia,30,Hard commodities,2025,31817
Indonesia,30,Logging,2025,133362
Indonesia,30,Other natural disturbances,2025,19598
Indonesia,30,Permanent agriculture,2025,824617
Indonesia,30,Settlements & Infrastructure,2025,3291
Indonesia,30,Shifting cultivation,2025,105595
Indonesia,30,Wildfire,2025,42382
)---",
  check.names=FALSE, stringsAsFactors=FALSE)

prov <- read.csv(text=r"---(country,subnational1,threshold,area_ha,extent_2000_ha,extent_2010_ha,tc_loss_ha_2001,tc_loss_ha_2002,tc_loss_ha_2003,tc_loss_ha_2004,tc_loss_ha_2005,tc_loss_ha_2006,tc_loss_ha_2007,tc_loss_ha_2008,tc_loss_ha_2009,tc_loss_ha_2010,tc_loss_ha_2011,tc_loss_ha_2012,tc_loss_ha_2013,tc_loss_ha_2014,tc_loss_ha_2015,tc_loss_ha_2016,tc_loss_ha_2017,tc_loss_ha_2018,tc_loss_ha_2019,tc_loss_ha_2020,tc_loss_ha_2021,tc_loss_ha_2022,tc_loss_ha_2023,tc_loss_ha_2024,tc_loss_ha_2025
Indonesia,Aceh,0,5683649,5683649,5683649,18401,11038,11858,19314,26676,21392,24304,36867,69392,40897,47776,50225,44602,63050,35718,54064,49774,50239,31053,33716,34795,32777,43810,52496,67292
Indonesia,Aceh,10,5683649,5090906,4996298,18324,10988,11831,19213,26564,21327,24221,36786,69240,40821,47582,49582,41930,59577,34386,50991,46782,47055,29148,31009,32516,30495,40109,47497,61830
Indonesia,Aceh,15,5683649,5050168,4946854,18309,10973,11827,19186,26537,21312,24202,36769,69197,40803,47551,49527,41776,59276,34261,50712,46489,46774,28961,30750,32293,30263,39753,47042,61289
Indonesia,Aceh,20,5683649,5029128,4932161,18296,10965,11822,19167,26510,21300,24187,36753,69166,40788,47526,49478,41639,59025,34158,50498,46263,46545,28829,30573,32117,30096,39485,46720,60899
Indonesia,Aceh,25,5683649,5014671,4908701,18290,10961,11819,19155,26496,21295,24181,36747,69148,40779,47514,49451,41568,58898,34109,50374,46141,46416,28757,30474,32020,30014,39341,46529,60676
Indonesia,Aceh,30,5683649,4984708,4879169,18278,10953,11816,19138,26479,21285,24168,36734,69111,40757,47486,49396,41391,58555,33969,50074,45814,46111,28562,30225,31786,29786,38983,46071,60125
Indonesia,Aceh,50,5683649,4865388,4716585,18162,10871,11772,18914,26216,21160,24029,36596,68754,40589,47255,48968,40580,57122,33373,48737,44485,44806,27788,29194,30830,28875,37629,44282,58037
Indonesia,Aceh,75,5683649,4516637,4360781,17430,10365,11449,17645,24736,20191,23030,35555,66126,39168,45420,46309,35713,50092,29886,42783,39072,39277,24543,25220,26687,25037,31718,37230,49578
Indonesia,Bali,0,559071,559071,559071,429,319,180,381,241,522,509,232,384,203,272,1119,1043,2095,195,194,379,478,1200,213,276,350,1092,329,480
Indonesia,Bali,10,559071,392006,416881,425,315,180,373,238,517,504,230,379,201,223,769,463,1024,140,162,280,319,751,169,208,274,612,183,331
Indonesia,Bali,15,559071,382739,403446,425,314,180,372,238,517,504,230,378,200,219,760,443,984,137,160,274,314,736,167,206,270,599,179,326
Indonesia,Bali,20,559071,377803,401645,424,313,180,371,238,516,503,230,377,200,218,752,423,953,134,159,271,310,726,166,203,268,585,175,322
Indonesia,Bali,25,559071,372071,397748,424,313,180,371,237,515,503,230,377,199,217,749,413,933,134,158,267,306,717,166,201,266,575,173,319
Indonesia,Bali,30,559071,365486,389702,424,313,180,370,237,515,503,230,376,199,217,744,396,908,132,156,263,303,705,165,199,262,560,169,314
Indonesia,Bali,50,559071,339178,354362,416,308,178,361,232,508,496,226,368,195,211,714,305,783,117,150,239,285,631,159,185,246,494,148,291
Indonesia,Bali,75,559071,276609,283879,380,278,170,315,212,469,471,207,335,177,188,606,129,487,77,130,179,239,421,141,154,202,327,105,225
Indonesia,Bangka Belitung,0,1675803,1675803,1675803,14213,11479,7298,22432,20103,20441,23437,22857,64249,23311,32685,40252,19320,45838,46280,62456,28913,26181,30854,29448,36579,40744,62738,37956,38989
Indonesia,Bangka Belitung,10,1675803,1381794,1309186,14053,11346,7195,22150,19953,20336,23336,22767,64072,23252,32531,39723,17911,42085,42124,58943,26151,23036,26403,25435,31945,35162,52395,32109,32569
Indonesia,Bangka Belitung,15,1675803,1364685,1290370,14015,11323,7178,22096,19922,20310,23311,22742,64025,23236,32494,39646,17817,41836,41873,58727,25983,22846,26120,25178,31644,34816,51736,31765,32201
Indonesia,Bangka Belitung,20,1675803,1354279,1279019,13972,11290,7154,22048,19889,20286,23282,22715,63977,23219,32462,39583,17730,41620,41655,58529,25818,22690,25921,24974,31404,34524,51240,31495,31909
Indonesia,Bangka Belitung,25,1675803,1346269,1266587,13947,11270,7138,22011,19864,20260,23261,22695,63939,23205,32436,39531,17680,41498,41529,58426,25732,22601,25785,24848,31265,34358,50949,31349,31723
Indonesia,Bangka Belitung,30,1675803,1332845,1255814,13910,11247,7123,21976,19840,20241,23238,22678,63896,23187,32400,39451,17575,41246,41281,58203,25558,22426,25529,24627,31005,34052,50389,31059,31395
Indonesia,Bangka Belitung,50,1675803,1260776,1176362,13595,10993,6949,21529,19461,19882,22874,22306,63076,22930,31930,38758,16984,39755,39818,56830,24591,21407,24201,23336,29569,32351,47342,29445,29613
Indonesia,Bangka Belitung,75,1675803,1011601,1010921,12239,9798,6181,19350,17230,17892,20366,19892,56935,20983,28707,35039,14100,32319,32088,47736,19780,16903,18914,18152,23056,24891,34898,22719,22769
Indonesia,Banten,0,935213,935213,935213,1060,1774,294,1417,549,1960,1067,935,2765,1638,2355,3332,2048,2521,3047,2093,3776,3793,5550,2261,2074,1668,4784,4193,2605
Indonesia,Banten,10,935213,602793,576283,1057,1767,294,1410,547,1949,1064,933,2759,1635,2342,3302,1883,2325,2769,2010,3577,3506,4930,2101,1962,1585,3999,3453,2445
Indonesia,Banten,15,935213,589688,558907,1057,1765,293,1409,547,1947,1064,932,2757,1635,2337,3298,1870,2309,2740,1999,3554,3480,4867,2085,1950,1576,3926,3396,2430
Indonesia,Banten,20,935213,583247,555727,1056,1764,293,1407,546,1943,1062,931,2756,1634,2332,3294,1854,2297,2709,1989,3534,3453,4817,2069,1938,1567,3863,3342,2416
Indonesia,Banten,25,935213,575088,549176,1055,1763,293,1406,545,1940,1062,931,2755,1633,2330,3291,1845,2292,2694,1982,3522,3436,4782,2061,1930,1558,3817,3314,2405
Indonesia,Banten,30,935213,561724,536387,1054,1761,293,1404,545,1938,1062,930,2755,1632,2328,3287,1830,2275,2664,1970,3495,3400,4714,2041,1915,1545,3744,3257,2383
Indonesia,Banten,50,935213,519445,484535,1043,1737,288,1383,539,1908,1053,920,2733,1620,2287,3251,1736,2184,2481,1901,3326,3231,4390,1952,1826,1479,3418,3003,2277
Indonesia,Banten,75,935213,424438,374914,955,1584,257,1241,493,1651,962,849,2552,1531,2043,3037,1428,1813,1880,1604,2651,2605,3420,1616,1495,1210,2517,2249,1880
Indonesia,Bengkulu,0,1981482,1981482,1981482,14301,10483,8146,26054,13181,23647,17615,22384,18792,16034,24647,27868,14561,21061,21208,25525,28907,26146,19890,17679,16778,26758,35547,24649,30968
Indonesia,Bengkulu,10,1981482,1831132,1828797,14239,10445,8119,26015,13157,23612,17594,22368,18768,16022,24594,27796,14233,20482,20413,24643,27582,24940,18529,16580,14678,24231,30692,21500,27756
Indonesia,Bengkulu,15,1981482,1819559,1814338,14227,10439,8115,26007,13152,23605,17590,22365,18764,16020,24584,27787,14209,20436,20349,24570,27479,24840,18429,16500,14569,24091,30442,21352,27588
Indonesia,Bengkulu,20,1981482,1811420,1807308,14216,10431,8110,25998,13149,23599,17586,22360,18760,16017,24578,27777,14187,20388,20292,24502,27389,24753,18345,16429,14464,23983,30234,21197,27412
Indonesia,Bengkulu,25,1981482,1805546,1797267,14210,10427,8108,25993,13145,23594,17584,22358,18759,16016,24572,27773,14176,20365,20258,24457,27343,24707,18295,16388,14416,23924,30126,21127,27324
Indonesia,Bengkulu,30,1981482,1795201,1788504,14198,10422,8104,25985,13141,23588,17580,22353,18756,16013,24563,27761,14153,20320,20197,24378,27233,24625,18201,16310,14326,23799,29913,20997,27160
Indonesia,Bengkulu,50,1981482,1741708,1730435,14097,10376,8067,25901,13105,23507,17530,22300,18704,15975,24494,27661,14021,20051,19865,23913,26639,24113,17681,15890,13818,23156,28796,20276,26253
Indonesia,Bengkulu,75,1981482,1578014,1580929,13623,10079,7856,25279,12796,22833,17072,21858,18335,15676,24039,27042,13362,18776,18539,22048,24269,22051,15837,14051,11789,20583,24890,17812,23023
Indonesia,Gorontalo,0,1204170,1204170,1204170,3550,8112,2819,7027,4263,5282,4361,1810,11393,1582,3028,4091,6583,12173,16219,13913,9717,9820,14425,3598,2690,3470,12035,5632,6417
Indonesia,Gorontalo,10,1204170,1028987,1007206,3515,8052,2810,6977,4251,5263,4342,1802,11314,1575,2993,3950,6037,10633,13773,11397,8212,8340,11553,3136,2296,2937,8825,4801,5749
Indonesia,Gorontalo,15,1204170,1018759,993543,3510,8037,2808,6966,4248,5258,4338,1799,11296,1574,2988,3942,6004,10539,13617,11227,8100,8229,11349,3101,2266,2900,8619,4746,5702
Indonesia,Gorontalo,20,1204170,1013635,990855,3507,8026,2807,6959,4245,5254,4333,1797,11279,1572,2985,3939,5980,10476,13507,11118,8026,8158,11221,3078,2245,2874,8498,4713,5677
Indonesia,Gorontalo,25,1204170,1009994,984738,3503,8021,2806,6956,4243,5252,4333,1796,11272,1571,2982,3936,5969,10446,13447,11054,7983,8115,11153,3065,2235,2860,8420,4691,5662
Indonesia,Gorontalo,30,1204170,1002908,977902,3499,8013,2806,6950,4241,5250,4329,1795,11263,1570,2979,3928,5938,10353,13287,10911,7869,8006,10959,3030,2199,2819,8242,4643,5614
Indonesia,Gorontalo,50,1204170,973874,944299,3463,7929,2796,6883,4221,5215,4296,1780,11144,1557,2948,3882,5832,10043,12744,10383,7474,7614,10269,2918,2095,2682,7575,4454,5455
Indonesia,Gorontalo,75,1204170,905674,880667,3263,7472,2709,6491,4045,4949,4039,1671,10283,1466,2782,3690,5460,8996,11009,8849,6091,6321,8028,2491,1721,2183,5819,3907,4964
Indonesia,Jakarta Raya,0,65340,65340,65340,4,0,1,2,1,4,2,2,1,3,4,1,1,0,1,1,2,0,1,3,1,0,12,6,2
Indonesia,Jakarta Raya,10,65340,5548,2934,4,0,0,2,1,4,2,2,1,2,4,1,0,0,0,0,1,0,0,1,1,0,1,2,0
Indonesia,Jakarta Raya,15,65340,2758,2133,4,0,0,2,1,4,2,2,1,2,4,1,0,0,0,0,1,0,0,1,1,0,1,2,0
Indonesia,Jakarta Raya,20,65340,2433,2015,4,0,0,2,1,4,2,2,1,2,4,1,0,0,0,0,1,0,0,1,1,0,1,2,0
Indonesia,Jakarta Raya,25,65340,1534,1864,4,0,0,2,1,4,2,2,1,2,3,1,0,0,0,0,1,0,0,1,1,0,1,1,0
Indonesia,Jakarta Raya,30,65340,1303,1550,4,0,0,2,1,4,2,2,1,2,3,1,0,0,0,0,1,0,0,0,1,0,0,0,0
Indonesia,Jakarta Raya,50,65340,706,771,3,0,0,1,0,3,2,2,1,2,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0
Indonesia,Jakarta Raya,75,65340,282,294,1,0,0,0,0,1,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
Indonesia,Jambi,0,4896327,4896327,4896327,47236,45465,21658,98185,71829,122718,121920,127635,126721,36997,49099,154041,69901,81097,63809,163817,92869,74855,72598,82392,77236,80005,101609,99342,83662
Indonesia,Jambi,10,4896327,4556620,4483662,47047,45223,21551,97338,71170,120046,119436,124649,125723,36728,48958,152793,67170,78098,61224,158660,87637,70981,68634,79244,73903,76491,95211,92762,77603
Indonesia,Jambi,15,4896327,4534653,4452516,47016,45187,21538,97276,71122,119930,119330,124551,125667,36713,48944,152709,67025,77898,61037,158244,87228,70686,68351,78997,73679,76249,94803,92328,77198
Indonesia,Jambi,20,4896327,4515431,4423497,46974,45137,21522,97200,71070,119744,119146,124395,125596,36692,48925,152522,66880,77703,60861,157843,86824,70410,68082,78756,73455,75999,94400,91917,76796
Indonesia,Jambi,25,4896327,4503929,4400074,46947,45109,21512,97153,71038,119689,119092,124352,125570,36688,48919,152472,66818,77594,60762,157623,86594,70249,67931,78618,73330,75866,94177,91709,76596
Indonesia,Jambi,30,4896327,4484184,4373114,46912,45073,21497,97085,71002,119578,118973,124206,125511,36679,48905,152387,66706,77432,60611,157247,86203,69979,67673,78387,73131,75656,93816,91323,76225
Indonesia,Jambi,50,4896327,4377664,4155539,46594,44755,21368,96467,70616,118723,118155,123465,125017,36574,48780,151608,66035,76419,59726,154982,83979,68376,66203,76991,72024,74432,91780,89176,74272
Indonesia,Jambi,75,4896327,3933367,3728391,44536,42485,20310,91490,67331,112626,112145,117922,120571,35585,47605,146936,62411,70868,55154,143197,73839,60528,58892,70141,65454,67341,80388,77153,64648
Indonesia,Jawa Barat,0,3705869,3705869,3705869,6838,3886,1996,3746,2354,5316,3075,5166,2920,2661,5629,3946,3173,4461,4517,4342,7133,6203,9892,4367,3432,3375,8118,5797,4387
Indonesia,Jawa Barat,10,3705869,2240152,2191342,6812,3865,1986,3695,2335,5277,3061,5136,2898,2642,5483,3797,2699,3911,3744,3828,5991,4865,7629,3688,2771,2760,6161,4781,3543
Indonesia,Jawa Barat,15,3705869,2163930,2091352,6808,3861,1984,3685,2332,5270,3060,5130,2896,2640,5467,3785,2660,3872,3689,3786,5899,4764,7461,3630,2718,2708,6000,4686,3468
Indonesia,Jawa Barat,20,3705869,2125174,2074910,6806,3857,1983,3676,2331,5262,3058,5126,2891,2638,5453,3776,2630,3833,3628,3747,5824,4686,7310,3576,2673,2668,5879,4616,3415
Indonesia,Jawa Barat,25,3705869,2075885,2034083,6801,3853,1980,3664,2328,5248,3056,5120,2888,2634,5436,3766,2603,3803,3575,3709,5749,4609,7168,3526,2630,2630,5741,4536,3365
Indonesia,Jawa Barat,30,3705869,2007190,1962239,6798,3850,1979,3658,2326,5244,3055,5116,2886,2632,5421,3754,2566,3758,3502,3656,5646,4509,6974,3459,2568,2575,5560,4422,3278
Indonesia,Jawa Barat,50,3705869,1749028,1651420,6745,3782,1957,3478,2285,5051,3019,5003,2833,2590,5237,3668,2390,3503,3127,3400,5147,3983,6013,3138,2283,2324,4777,3902,2926
Indonesia,Jawa Barat,75,3705869,1230679,1087787,6413,3446,1834,2838,2049,4166,2750,4355,2518,2363,4502,3261,1836,2698,2114,2646,3711,2699,3576,2255,1593,1641,3049,2565,1971
Indonesia,Jawa Tengah,0,3443699,3443699,3443699,2716,1961,807,3684,1744,3550,2939,2704,3090,1343,4675,2721,1925,4561,2995,2867,4549,3667,4282,3932,3091,3175,8629,4486,3748
Indonesia,Jawa Tengah,10,3443699,1819604,1727228,2694,1931,797,3627,1725,3511,2918,2678,3071,1332,4568,2507,1294,3163,2003,2380,3671,2795,3059,2978,2283,2265,5469,3114,2691
Indonesia,Jawa Tengah,15,3443699,1723120,1596891,2689,1924,796,3612,1720,3503,2913,2672,3065,1330,4549,2492,1263,3103,1964,2360,3623,2750,2987,2932,2242,2222,5274,3033,2624
Indonesia,Jawa Tengah,20,3443699,1676079,1577061,2684,1911,793,3593,1712,3494,2907,2665,3061,1326,4530,2478,1233,3036,1915,2340,3579,2689,2923,2876,2200,2186,5129,2967,2572
Indonesia,Jawa Tengah,25,3443699,1599447,1523939,2679,1904,792,3579,1706,3485,2903,2660,3057,1325,4516,2461,1206,2958,1862,2313,3525,2633,2851,2818,2158,2139,4941,2876,2499
Indonesia,Jawa Tengah,30,3443699,1507024,1453235,2676,1898,790,3568,1703,3474,2898,2657,3054,1323,4500,2449,1180,2883,1808,2285,3457,2574,2768,2753,2109,2085,4726,2774,2408
Indonesia,Jawa Tengah,50,3443699,1249438,1136283,2617,1791,769,3392,1624,3314,2800,2567,2992,1297,4263,2343,1014,2442,1526,2094,3132,2249,2345,2416,1845,1799,3744,2293,2021
Indonesia,Jawa Tengah,75,3443699,820905,690661,2352,1420,670,2629,1281,2312,2229,2061,2532,1145,3376,1943,673,1466,971,1519,2142,1424,1399,1545,1172,1167,2124,1425,1241
Indonesia,Jawa Timur,0,4799587,4799587,4799587,4265,4102,2935,6600,2872,5844,4476,4050,4343,1665,6724,10788,7550,10850,4283,4118,7697,7217,8602,6427,5277,4314,11718,7779,6052
Indonesia,Jawa Timur,10,4799587,2343478,2360761,4242,4072,2921,6523,2842,5785,4451,4019,4302,1654,5982,8510,3109,7297,3135,3368,5233,4744,5560,5237,3824,3168,7193,5096,4477
Indonesia,Jawa Timur,15,4799587,2211382,2168294,4237,4066,2919,6509,2836,5773,4444,4012,4294,1652,5941,8459,3030,7179,3086,3333,5129,4645,5459,5175,3762,3112,7005,4954,4396
Indonesia,Jawa Timur,20,4799587,2147306,2139113,4233,4061,2915,6493,2830,5762,4439,4006,4287,1651,5908,8403,2928,7056,3039,3295,5020,4552,5366,5117,3693,3059,6842,4853,4329
Indonesia,Jawa Timur,25,4799587,2033555,2067142,4230,4056,2913,6478,2826,5753,4435,4000,4281,1649,5881,8357,2842,6921,2973,3247,4867,4428,5253,5014,3611,2988,6577,4690,4239
Indonesia,Jawa Timur,30,4799587,1917061,1964762,4226,4052,2910,6465,2820,5746,4430,3994,4276,1649,5851,8313,2753,6769,2901,3188,4712,4290,5112,4920,3519,2918,6319,4504,4126
Indonesia,Jawa Timur,50,4799587,1564008,1505620,4184,3990,2882,6275,2754,5613,4357,3916,4198,1626,5508,7926,2206,5939,2511,2869,3960,3648,4399,4354,3077,2565,5153,3635,3515
Indonesia,Jawa Timur,75,4799587,1050617,910195,3975,3673,2754,5503,2490,5012,3958,3494,3784,1496,4402,6951,1405,4235,1647,2155,2580,2475,3047,3356,2159,1800,3313,2216,2366
Indonesia,Kalimantan Barat,0,14687396,14687396,14687396,78629,97645,56185,114450,104976,131612,133158,204251,289833,153152,264103,315895,206252,304715,277784,300866,192851,171671,153225,130019,118360,148313,225557,188505,160476
Indonesia,Kalimantan Barat,10,14687396,13872576,13392890,78220,97193,56061,114157,104754,131239,132502,203357,289264,152845,263283,313871,201407,295057,270526,290518,184547,162826,145803,124079,111011,140281,211802,177991,151464
Indonesia,Kalimantan Barat,15,14687396,13792504,13282419,78153,97111,56034,114095,104694,131147,132374,203168,289065,152751,263029,313477,200922,294102,269794,289388,183666,161803,145013,123473,110428,139426,210229,176733,150409
Indonesia,Kalimantan Barat,20,14687396,13745699,13229536,78045,96988,56006,114021,104647,131046,132246,202972,288900,152668,262876,313201,200463,293255,269171,288473,182938,161061,144454,123001,109993,138846,209173,175879,149717
Indonesia,Kalimantan Barat,25,14687396,13707127,13153856,77998,96928,55989,113975,104611,130994,132170,202844,288766,152604,262704,312920,200129,292652,268721,287765,182406,160448,143984,122640,109667,138395,208324,175195,149163
Indonesia,Kalimantan Barat,30,14687396,13640399,13087716,77940,96866,55967,113922,104565,130919,132081,202684,288604,152522,262481,312529,199515,291475,267806,286374,181331,159316,143107,121934,109033,137500,206711,173923,148087
Indonesia,Kalimantan Barat,50,14687396,13273274,12648397,77314,96087,55708,113172,103939,129900,130951,200488,285959,151246,259987,309004,195283,283299,261551,277231,174615,152164,137376,117591,105302,132339,197442,166700,142206
Indonesia,Kalimantan Barat,75,14687396,12015168,11656459,73510,90750,53279,107144,98753,122677,123794,186370,269101,142208,245557,290172,174114,245181,229884,233932,144646,123532,114593,98497,88262,111365,161976,138008,118876
Indonesia,Kalimantan Selatan,0,3737249,3737249,3737249,19816,24871,18595,42634,25567,54519,29815,18856,61073,26534,49154,69511,41678,76645,81249,72925,43456,44820,53233,24844,30510,24443,69566,39120,38466
Indonesia,Kalimantan Selatan,10,3737249,2995023,2986490,19373,24555,18487,42204,25471,54269,29691,18779,60745,26332,48609,67626,36874,68509,75068,67199,38512,38856,45934,21728,23048,18817,54096,29419,28587
Indonesia,Kalimantan Selatan,15,3737249,2932679,2908564,19280,24498,18463,42123,25454,54208,29667,18757,60660,26302,48499,67401,36591,67875,74571,66749,38177,38428,45421,21491,22600,18494,53192,28873,27992
Indonesia,Kalimantan Selatan,20,3737249,2896148,2877585,19156,24424,18436,41998,25425,54123,29625,18729,60576,26251,48413,67148,36322,67301,74121,66360,37898,38074,45016,21298,22205,18169,52487,28471,27493
Indonesia,Kalimantan Selatan,25,3737249,2860987,2828730,19033,24370,18419,41925,25409,54064,29605,18709,60523,26227,48348,67012,36172,66952,73851,66125,37745,37886,44749,21193,21999,18007,52044,28228,27219
Indonesia,Kalimantan Selatan,30,3737249,2818008,2781605,18967,24324,18402,41871,25393,54015,29585,18695,60465,26199,48258,66809,35959,66372,73379,65747,37465,37578,44331,21000,21668,17770,51434,27839,26829
Indonesia,Kalimantan Selatan,50,3737249,2585068,2517600,18303,23819,18175,40989,25120,53112,29202,18346,59304,25696,47217,64445,34162,62242,69937,63130,35932,35835,41761,19947,20145,16641,48019,25769,24724
Indonesia,Kalimantan Selatan,75,3737249,2128449,2076742,16405,21648,16688,36786,23358,48256,26850,15965,52710,22750,42084,54175,26026,46268,55632,51409,30569,29866,33960,16488,15517,12271,37268,18873,17967
Indonesia,Kalimantan Tengah,0,15371158,15371158,15371158,64894,104289,129721,172639,160210,224570,292704,205874,195238,142713,140128,221997,109639,207353,224480,508259,110685,117847,131470,97003,59515,80768,166993,137907,122121
Indonesia,Kalimantan Tengah,10,15371158,14449734,14161915,64402,103456,129372,171015,159185,223067,292206,205296,194794,142523,139686,219765,104544,199649,216436,496740,104614,112110,124180,91751,54385,74463,150081,122152,104888
Indonesia,Kalimantan Tengah,15,15371158,14371264,14051484,64316,103297,129304,170684,158998,222741,292075,205099,194671,142467,139585,219534,104185,198984,215737,495644,104102,111624,123577,91370,54005,73934,148503,121057,103923
Indonesia,Kalimantan Tengah,20,15371158,14320827,14003779,64208,103114,129228,170314,158834,222381,291926,204930,194563,142419,139496,219255,103804,198331,215028,494679,103665,111155,123032,91051,53704,73519,147307,120221,103176
Indonesia,Kalimantan Tengah,25,15371158,14278850,13929247,64153,102997,129177,170076,158675,222134,291823,204790,194475,142386,139425,219111,103612,197927,214563,494028,103378,110849,122687,90826,53494,73216,146381,119596,102683
Indonesia,Kalimantan Tengah,30,15371158,14220880,13853652,64076,102875,129123,169837,158552,221892,291717,204626,194377,142341,139335,218882,103285,197214,213841,492974,102894,110369,122143,90490,53160,72734,144867,118638,101918
Indonesia,Kalimantan Tengah,50,15371158,13834325,13361494,63401,101594,128444,167217,156863,218706,290127,202525,192710,141733,138180,216788,101033,191127,207504,483232,99409,106265,117577,88162,51272,69691,134096,112555,97337
Indonesia,Kalimantan Tengah,75,15371158,12722549,12277647,60005,94712,123150,153892,146940,203064,280260,191885,182310,137449,130775,205376,91114,164916,178557,438006,86646,89628,96429,78636,45111,60206,103958,94236,82067
Indonesia,Kalimantan Timur,0,12585065,12585065,12585065,46917,58138,37330,72265,67443,129642,123579,106310,212969,107812,183190,258990,155072,223931,196083,341240,144735,158997,141642,99488,78502,67187,150741,122884,136676
Indonesia,Kalimantan Timur,10,12585065,11872407,11447341,46293,57724,37103,71787,66998,128814,122546,105620,212119,107493,182474,256607,148950,214044,186451,320593,136547,150171,134012,93571,75069,62884,138553,113517,124841
Indonesia,Kalimantan Timur,15,12585065,11820669,11377023,46223,57654,37066,71711,66929,128666,122362,105488,211948,107427,182358,256341,148517,213312,185716,318747,135889,149429,133441,93034,74751,62473,137254,112576,124092
Indonesia,Kalimantan Timur,20,12585065,11786310,11338296,46119,57554,37027,71615,66833,128467,122137,105317,211770,107356,182242,256057,148120,212638,185036,317272,135325,148853,132955,92622,74507,62185,136353,111887,123474
Indonesia,Kalimantan Timur,25,12585065,11760581,11293745,46063,57491,37000,71556,66794,128369,122044,105239,211653,107311,182167,255891,147878,212210,184622,316048,134946,148420,132607,92304,74338,61952,135612,111331,123046
Indonesia,Kalimantan Timur,30,12585065,11718040,11239772,45977,57425,36974,71495,66743,128252,121913,105147,211514,107242,182064,255656,147487,211485,183873,313957,134298,147742,132059,91821,74061,61563,134307,110376,122323
Indonesia,Kalimantan Timur,50,12585065,11466743,10910243,45265,56717,36618,70744,66122,126820,120314,103895,209497,106347,180918,253619,145041,207101,179506,302149,130274,143782,128569,89100,72535,59555,127733,105598,118380
Indonesia,Kalimantan Timur,75,12585065,10541785,10182706,41736,52618,34344,66104,61732,117211,109848,95282,195202,100223,172875,238961,129106,180721,155164,247180,111109,125662,113029,76495,64478,51832,107336,89627,102397
Indonesia,Kalimantan Utara,0,7012553,7012553,7012553,27256,23722,16742,36649,24220,24338,31257,40100,51892,30095,41982,60862,32530,60767,49810,40482,35136,38011,30468,25496,20000,18285,28262,21224,23781
Indonesia,Kalimantan Utara,10,7012553,6862161,6771003,27100,23632,16667,36398,24005,24141,30867,39840,51741,29968,41789,60488,31931,59268,48077,38774,33986,37029,29518,24645,19385,17736,26737,20128,22402
Indonesia,Kalimantan Utara,15,7012553,6850353,6749281,27089,23621,16659,36376,23986,24133,30851,39825,51728,29961,41780,60465,31907,59199,48012,38692,33921,36962,29457,24588,19342,17703,26621,20074,22328
Indonesia,Kalimantan Utara,20,7012553,6845512,6743391,27076,23614,16655,36358,23969,24125,30829,39807,51715,29955,41767,60426,31878,59136,47937,38613,33864,36906,29411,24542,19308,17678,26553,20025,22289
Indonesia,Kalimantan Utara,25,7012553,6842448,6733543,27070,23609,16652,36350,23964,24122,30824,39804,51711,29952,41764,60417,31866,59101,47904,38569,33831,36873,29383,24517,19291,17665,26512,19998,22266
Indonesia,Kalimantan Utara,30,7012553,6837686,6724103,27060,23604,16649,36334,23947,24116,30813,39795,51702,29945,41756,60396,31842,59037,47844,38489,33775,36812,29325,24481,19260,17636,26442,19954,22228
Indonesia,Kalimantan Utara,50,7012553,6808370,6661726,26858,23496,16583,36195,23851,24028,30655,39674,51600,29889,41675,60223,31655,58580,47374,37889,33316,36370,28960,24176,19033,17450,25999,19672,21995
Indonesia,Kalimantan Utara,75,7012553,6712815,6530439,25792,22778,16127,35286,23199,23499,29826,38899,50899,29449,41213,59377,30905,56885,45748,35873,31711,34791,27633,23069,18221,16848,24667,18708,21220
Indonesia,Kepulauan Riau,0,827637,827637,827637,1732,5579,1788,4566,8149,5455,2706,8731,5251,4820,6981,9487,4967,20333,6440,13870,8749,7809,10302,9827,4913,3148,4254,3170,4901
Indonesia,Kepulauan Riau,10,827637,705552,687030,1725,5552,1782,4547,8121,5442,2697,8719,5242,4807,6963,9411,4808,19506,5996,13252,8177,6471,9126,8963,4495,2916,3486,2731,4401
Indonesia,Kepulauan Riau,15,827637,699852,679384,1723,5546,1780,4542,8113,5440,2694,8715,5240,4804,6957,9399,4794,19430,5958,13199,8119,6410,9060,8911,4463,2893,3436,2696,4362
Indonesia,Kepulauan Riau,20,827637,696882,676414,1722,5539,1779,4539,8107,5436,2692,8713,5238,4802,6953,9392,4784,19366,5932,13155,8079,6358,9003,8870,4443,2878,3410,2676,4336
Indonesia,Kepulauan Riau,25,827637,694237,671851,1720,5533,1777,4535,8101,5434,2690,8709,5236,4799,6949,9386,4776,19308,5908,13122,8046,6327,8961,8838,4424,2866,3385,2657,4312
Indonesia,Kepulauan Riau,30,827637,689780,666856,1719,5529,1776,4533,8092,5432,2688,8706,5233,4796,6945,9374,4762,19230,5869,13058,7993,6267,8888,8778,4390,2845,3344,2623,4276
Indonesia,Kepulauan Riau,50,827637,667260,632112,1690,5435,1744,4480,7978,5382,2645,8646,5191,4738,6881,9270,4663,18686,5618,12671,7678,5950,8491,8419,4202,2728,3135,2446,4087
Indonesia,Kepulauan Riau,75,827637,595343,567141,1542,4935,1606,4186,7255,5098,2403,8268,4918,4387,6485,8734,4191,16507,4668,10927,6513,4867,7063,7089,3455,2289,2519,1948,3520
Indonesia,Lampung,0,3348719,3348719,3348719,10563,9515,5048,10726,9547,14252,15812,16386,23579,14319,17136,32080,6282,15473,22366,27178,19799,20244,25969,16196,14385,12097,41878,25271,24947
Indonesia,Lampung,10,3348719,1939865,1921706,10422,9419,5010,10614,9414,14146,15698,16272,23348,14199,16904,30714,5316,11872,15078,17332,12566,11237,14451,10190,8318,7575,23636,14278,14978
Indonesia,Lampung,15,3348719,1883304,1844061,10401,9398,5003,10591,9390,14120,15669,16252,23297,14171,16865,30602,5266,11709,14738,16982,12301,10929,13998,9944,8071,7392,22955,13813,14496
Indonesia,Lampung,20,3348719,1852504,1812026,10374,9375,4995,10561,9358,14087,15632,16218,23230,14137,16820,30494,5222,11576,14503,16697,12105,10710,13684,9770,7894,7254,22487,13514,14154
Indonesia,Lampung,25,3348719,1825690,1766952,10356,9363,4987,10543,9340,14068,15611,16196,23189,14118,16790,30429,5196,11500,14376,16534,11987,10576,13490,9663,7789,7169,22175,13314,13938
Indonesia,Lampung,30,3348719,1783131,1728341,10336,9348,4982,10521,9319,14046,15583,16173,23140,14091,16754,30337,5149,11365,14133,16241,11762,10335,13176,9472,7605,7023,21635,12943,13549
Indonesia,Lampung,50,3348719,1612454,1502397,10095,9109,4893,10226,8993,13643,15169,15781,22351,13697,16200,29236,4893,10598,12910,14966,10762,9289,11775,8605,6779,6404,19424,11420,11931
Indonesia,Lampung,75,3348719,1240834,1083446,9171,8098,4452,8882,7495,11631,13035,13838,18733,11695,13893,24496,4022,8256,9545,11357,8176,6761,8409,6266,4849,4716,13531,7670,7876
Indonesia,Maluku,0,4634757,4634757,4634757,4565,14649,4320,7392,5623,12451,4467,2945,13468,4413,9475,11559,5198,17854,51242,28650,7747,12040,20296,6165,4069,5510,19763,6040,4564
Indonesia,Maluku,10,4634757,4208948,4206902,4551,14620,4314,7378,5614,12434,4460,2939,13445,4403,9405,11410,4764,15682,49387,27857,7408,11343,17625,5767,3791,5133,15132,5351,4167
Indonesia,Maluku,15,4634757,4186066,4178359,4547,14613,4312,7375,5611,12429,4459,2938,13439,4401,9397,11398,4732,15511,49258,27789,7385,11288,17468,5733,3769,5109,14818,5296,4134
Indonesia,Maluku,20,4634757,4174203,4170820,4544,14605,4310,7372,5609,12424,4457,2937,13433,4400,9391,11391,4710,15405,49151,27735,7369,11254,17352,5710,3754,5091,14639,5267,4115
Indonesia,Maluku,25,4634757,4163301,4155704,4541,14601,4309,7369,5607,12421,4457,2936,13429,4399,9385,11383,4694,15343,49090,27696,7357,11231,17291,5694,3746,5082,14512,5242,4103
Indonesia,Maluku,30,4634757,4147417,4140188,4540,14596,4307,7366,5605,12417,4456,2935,13424,4397,9380,11375,4669,15223,48979,27623,7334,11187,17180,5660,3728,5059,14304,5199,4079
Indonesia,Maluku,50,4634757,4072180,4045125,4513,14524,4289,7333,5584,12369,4440,2920,13353,4382,9306,11299,4528,14523,48284,27113,7217,10953,16495,5477,3648,4947,13139,4965,3965
Indonesia,Maluku,75,4634757,3878964,3854034,4330,13959,4167,7089,5428,12026,4329,2819,12848,4275,8911,10877,4063,12028,44914,24984,6752,10044,14421,4894,3375,4562,10234,4300,3607
Indonesia,Maluku Utara,0,3150849,3150849,3150849,7369,23438,10046,12055,6423,16126,5357,4960,13487,6072,5754,9039,6893,18293,46078,27164,10714,12603,14548,7578,6167,6482,12400,7448,9589
Indonesia,Maluku Utara,10,3150849,3086546,3075792,7359,23414,10040,12047,6419,16117,5354,4957,13479,6069,5749,9017,6804,18044,45581,26933,10615,12429,14257,7455,6069,6385,12011,7340,9430
Indonesia,Maluku Utara,15,3150849,3081834,3068546,7357,23411,10039,12046,6418,16116,5354,4957,13478,6069,5748,9015,6797,18025,45549,26915,10608,12415,14233,7445,6061,6378,11978,7331,9409
Indonesia,Maluku Utara,20,3150849,3078993,3066698,7356,23408,10038,12044,6417,16114,5353,4956,13476,6068,5747,9013,6789,18011,45507,26896,10601,12400,14206,7438,6054,6370,11950,7323,9393
Indonesia,Maluku Utara,25,3150849,3076831,3063015,7355,23406,10038,12043,6417,16113,5353,4956,13476,6068,5746,9012,6786,17999,45491,26885,10598,12392,14193,7433,6049,6367,11930,7317,9381
Indonesia,Maluku Utara,30,3150849,3073261,3058395,7354,23401,10038,12042,6417,16112,5353,4955,13474,6068,5746,9010,6780,17979,45450,26859,10589,12375,14167,7423,6041,6358,11894,7304,9359
Indonesia,Maluku Utara,50,3150849,3053842,3025633,7339,23364,10029,12029,6412,16098,5350,4949,13462,6064,5733,8989,6738,17856,45212,26723,10536,12271,13994,7358,5995,6307,11702,7240,9229
Indonesia,Maluku Utara,75,3150849,2980358,2948859,7230,22964,9875,11912,6356,15941,5309,4903,13316,6024,5678,8878,6525,17269,43664,26016,10234,11810,13288,7073,5763,6075,11041,6952,8850
Indonesia,Nusa Tenggara Barat,0,1967051,1967051,1967051,2935,2710,1738,4627,2054,2528,2013,2780,1974,1154,2445,3427,2250,9780,5424,5139,8107,11449,11809,8603,6145,7102,14085,8115,4403
Indonesia,Nusa Tenggara Barat,10,1967051,1202001,1251801,2897,2690,1729,4582,2042,2503,2003,2757,1963,1150,2369,3152,1607,7431,4552,4150,6411,8503,9031,6802,4967,5807,10413,6368,3729
Indonesia,Nusa Tenggara Barat,15,1967051,1181956,1212104,2893,2686,1725,4574,2040,2498,2000,2751,1960,1149,2356,3141,1585,7336,4511,4108,6345,8382,8915,6728,4909,5748,10264,6297,3698
Indonesia,Nusa Tenggara Barat,20,1967051,1168940,1203200,2888,2679,1723,4563,2038,2491,1996,2743,1956,1147,2341,3132,1569,7264,4479,4082,6292,8303,8842,6683,4884,5706,10160,6250,3681
Indonesia,Nusa Tenggara Barat,25,1967051,1153052,1184539,2885,2678,1721,4560,2036,2490,1995,2740,1954,1147,2335,3126,1558,7227,4463,4065,6256,8248,8794,6655,4864,5674,10072,6213,3665
Indonesia,Nusa Tenggara Barat,30,1967051,1134688,1168565,2882,2675,1720,4554,2035,2486,1993,2735,1953,1146,2326,3117,1540,7148,4435,4028,6195,8144,8704,6598,4815,5616,9929,6154,3639
Indonesia,Nusa Tenggara Barat,50,1967051,1065482,1087442,2839,2641,1698,4489,2009,2433,1959,2681,1923,1136,2242,3070,1423,6698,4256,3823,5832,7622,8190,6254,4592,5274,9225,5840,3506
Indonesia,Nusa Tenggara Barat,75,1967051,928977,929878,2616,2478,1536,4147,1880,2216,1809,2463,1779,1094,1901,2863,1140,5329,3637,3200,4740,5989,6739,5370,3816,4363,7265,4940,3043
Indonesia,Nusa Tenggara Timur,0,4644371,4644371,4644371,4777,4668,3906,4788,5129,7079,5119,4524,5979,1813,8103,5449,3845,16735,12296,12472,16048,8671,13028,9712,13154,10086,14763,10649,11385
Indonesia,Nusa Tenggara Timur,10,4644371,2633119,2488627,4751,4637,3876,4733,5085,7027,5070,4483,5945,1792,7927,4763,2460,10712,8405,8406,11594,5793,8706,7136,10502,7709,10013,7273,7720
Indonesia,Nusa Tenggara Timur,15,4644371,2567518,2351483,4743,4628,3868,4721,5076,7016,5059,4474,5935,1788,7896,4741,2390,10433,8227,8221,11370,5662,8527,7015,10360,7574,9793,7130,7574
Indonesia,Nusa Tenggara Timur,20,4644371,2513558,2317976,4736,4618,3859,4706,5068,7004,5048,4465,5929,1785,7867,4721,2328,10124,8038,8036,11136,5550,8336,6898,10228,7451,9564,6977,7418
Indonesia,Nusa Tenggara Timur,25,4644371,2406906,2244331,4730,4613,3853,4694,5060,6995,5039,4457,5923,1782,7841,4681,2214,9653,7744,7705,10743,5370,8061,6703,10024,7236,9176,6724,7132
Indonesia,Nusa Tenggara Timur,30,4644371,2298070,2190810,4725,4608,3848,4687,5053,6987,5032,4451,5917,1780,7816,4650,2105,9176,7422,7367,10350,5183,7794,6516,9792,7000,8807,6485,6865
Indonesia,Nusa Tenggara Timur,50,4644371,1992017,1841979,4643,4515,3769,4550,4939,6857,4907,4355,5815,1739,7504,4486,1720,7247,6116,6074,8640,4297,6505,5674,8804,6063,7229,5497,5782
Indonesia,Nusa Tenggara Timur,75,4644371,1481038,1304477,4294,4090,3435,3936,4389,6151,4264,3838,5242,1546,6185,4001,1151,4413,3740,3910,5474,2737,4094,4049,6618,4297,4532,3790,3961
Indonesia,Papua,0,31378135,31378135,31378135,12663,20615,11795,19269,14785,21417,21202,15630,23289,25780,23306,47046,39433,60408,84020,85441,52108,36196,35809,30897,27131,29775,25467,25247,49668
Indonesia,Papua,10,31378135,30022888,30185464,12622,20533,11753,19181,14743,21341,21160,15578,23188,25708,23191,46777,38314,59089,82520,83675,50217,35105,34828,30136,26525,28852,23378,22937,47316
Indonesia,Papua,15,31378135,29866901,30010922,12609,20513,11744,19161,14737,21326,21152,15571,23165,25697,23178,46750,38227,58999,82395,83507,50027,35026,34750,30080,26471,28791,23270,22852,47177
Indonesia,Papua,20,31378135,29788796,29968180,12603,20502,11738,19147,14734,21318,21145,15566,23153,25690,23168,46730,38153,58913,82271,83388,49908,34949,34690,30010,26418,28704,23134,22748,47068
Indonesia,Papua,25,31378135,29692816,29858060,12596,20491,11734,19140,14730,21312,21141,15562,23143,25686,23163,46714,38086,58844,82180,83289,49773,34884,34639,29965,26383,28654,23060,22687,46951
Indonesia,Papua,30,31378135,29567782,29724326,12589,20480,11730,19128,14728,21300,21136,15555,23128,25679,23156,46692,38012,58754,82032,83053,49616,34779,34559,29910,26340,28605,22968,22586,46728
Indonesia,Papua,50,31378135,28806014,28911658,12472,20258,11636,18953,14661,21144,21030,15458,22931,25568,23034,46483,37503,58077,80718,81190,48561,34057,34107,29515,26073,28286,22417,21871,44739
Indonesia,Papua,75,31378135,27274226,27158017,11771,18843,10987,17939,14152,20291,20353,14885,21730,24802,22410,45460,36101,55241,74636,75006,45359,31927,32166,27620,24754,26600,20269,19783,38990
Indonesia,Papua Barat,0,9852259,9852259,9852259,6094,14801,7265,12264,7099,11097,6656,7918,14461,11719,11570,13625,8036,18382,42941,27414,16135,20816,17053,16668,12404,14044,17111,12471,15504
Indonesia,Papua Barat,10,9852259,9493696,9458946,6086,14775,7254,12245,7091,11071,6652,7897,14443,11702,11557,13579,7939,18032,42584,27027,15956,20614,16687,16426,12244,13839,16731,12223,15374
Indonesia,Papua Barat,15,9852259,9479114,9442574,6083,14769,7252,12240,7089,11062,6651,7895,14438,11699,11554,13573,7929,17997,42553,26965,15939,20585,16649,16391,12233,13813,16676,12198,15357
Indonesia,Papua Barat,20,9852259,9472516,9437872,6081,14764,7250,12236,7087,11058,6649,7893,14435,11696,11553,13568,7922,17970,42523,26925,15923,20567,16622,16371,12224,13796,16644,12181,15345
Indonesia,Papua Barat,25,9852259,9465584,9428252,6079,14758,7249,12232,7085,11053,6649,7892,14433,11694,11551,13565,7916,17946,42502,26894,15912,20546,16599,16354,12219,13780,16615,12169,15337
Indonesia,Papua Barat,30,9852259,9456461,9420124,6078,14750,7248,12226,7085,11049,6648,7890,14430,11693,11549,13560,7905,17905,42462,26816,15891,20510,16558,16318,12209,13753,16564,12149,15320
Indonesia,Papua Barat,50,9852259,9412141,9362225,6057,14677,7225,12172,7064,10988,6635,7866,14387,11659,11521,13508,7840,17665,42190,26315,15724,20296,16292,16084,12120,13624,16295,12030,15225
Indonesia,Papua Barat,75,9852259,9294380,9223871,5909,14090,7074,11897,6929,10703,6539,7725,14133,11476,11380,13280,7619,16877,40725,24719,15151,19622,15548,15328,11809,13230,15609,11689,14913
Indonesia,Riau,0,8988032,8988032,8988032,158886,156495,57943,273415,359322,204523,224470,212579,251206,344960,260151,355533,169618,301935,100971,164664,142914,115312,117234,108055,108358,100379,136625,123440,123061
Indonesia,Riau,10,8988032,8016621,7934355,157379,155176,57462,271380,356256,202618,213209,205142,248465,342396,255952,348622,157857,285862,92289,149865,126866,103415,105036,96684,97779,88997,118489,103934,99889
Indonesia,Riau,15,8988032,7964138,7834570,157170,155025,57400,271160,356000,202470,212853,204922,248265,342255,255768,348126,157433,284987,91835,149006,125889,102711,104332,96040,97147,88339,117517,102948,98761
Indonesia,Riau,20,8988032,7916913,7772937,156883,154824,57314,270913,355734,202307,212391,204736,248105,342100,255501,347176,156907,283944,91382,148211,124993,102022,103701,95415,96521,87730,116510,101901,97618
Indonesia,Riau,25,8988032,7891681,7694719,156726,154698,57263,270767,355589,202221,212245,204662,248026,342029,255425,346944,156685,283498,91135,147787,124520,101692,103388,95132,96216,87430,116052,101429,97075
Indonesia,Riau,30,8988032,7848784,7646462,156511,154561,57204,270588,355414,202108,211990,204516,247897,341923,255307,346655,156344,282784,90762,147085,123675,101107,102818,94604,95679,86882,115270,100670,96186
Indonesia,Riau,50,8988032,7604980,7195401,154509,152972,56634,268544,353017,200782,209425,202761,246568,340588,254070,343241,153866,278113,88356,142559,118836,97681,99457,91609,92530,83928,110834,96352,91234
Indonesia,Riau,75,8988032,6774470,6326934,145951,144433,53612,257092,339193,192738,199123,194584,238987,332248,248842,333890,145569,260981,80407,126174,101638,84295,85971,79433,80095,72031,92902,80782,73370
Indonesia,Sulawesi Barat,0,1657134,1657134,1657134,16427,12130,6898,15766,9411,11518,4157,12567,11889,7210,13923,13652,8406,15039,15104,14565,13480,13817,14167,9091,10393,10824,16783,8921,12046
Indonesia,Sulawesi Barat,10,1657134,1540053,1511829,16412,12117,6890,15749,9400,11494,4154,12550,11870,7202,13877,13581,8148,14406,14289,13892,12782,13169,13298,8647,9972,10218,15097,8562,11424
Indonesia,Sulawesi Barat,15,1657134,1531163,1498410,16408,12115,6889,15745,9399,11490,4153,12548,11866,7200,13869,13574,8129,14353,14220,13835,12721,13116,13223,8612,9938,10165,14976,8533,11375
Indonesia,Sulawesi Barat,20,1657134,1525589,1494036,16404,12112,6888,15742,9398,11486,4152,12544,11863,7199,13863,13566,8107,14305,14159,13781,12664,13068,13160,8574,9906,10123,14887,8503,11334
Indonesia,Sulawesi Barat,25,1657134,1521571,1486120,16403,12110,6886,15739,9397,11483,4151,12542,11861,7198,13861,13563,8096,14280,14128,13752,12641,13043,13123,8557,9889,10103,14831,8490,11309
Indonesia,Sulawesi Barat,30,1657134,1513864,1478640,16400,12107,6885,15736,9396,11482,4151,12540,11858,7196,13856,13555,8073,14213,14055,13677,12565,12974,13036,8514,9848,10042,14697,8457,11251
Indonesia,Sulawesi Barat,50,1657134,1479046,1433783,16363,12076,6868,15696,9377,11449,4142,12503,11814,7178,13796,13498,7937,13921,13701,13341,12232,12663,12646,8330,9688,9799,14114,8291,11033
Indonesia,Sulawesi Barat,75,1657134,1374201,1326375,16002,11752,6726,15234,9170,11115,4039,12126,11383,6980,13320,13052,7234,12370,12058,11810,10704,11129,10973,7377,8830,8651,12104,7574,10008
Indonesia,Sulawesi Selatan,0,4547457,4547457,4547457,8650,12866,6068,18144,8682,14143,9641,8241,23774,8513,14813,17529,11661,25419,31294,33736,27857,22974,29406,16713,12419,20718,41455,12164,18522
Indonesia,Sulawesi Selatan,10,4547457,3191290,3179908,8549,12781,6013,17956,8617,13991,9571,8170,23532,8440,14511,16304,9336,22158,28775,31456,24873,20189,24268,14767,10641,16877,29369,10051,15311
Indonesia,Sulawesi Selatan,15,4547457,3137704,3106220,8527,12763,6003,17913,8602,13958,9556,8155,23488,8426,14473,16246,9237,21962,28565,31285,24619,19958,23849,14613,10517,16586,28599,9910,15085
Indonesia,Sulawesi Selatan,20,4547457,3105684,3087149,8513,12747,5994,17882,8589,13927,9544,8144,23442,8415,14439,16201,9154,21798,28397,31149,24411,19774,23535,14492,10420,16369,28064,9806,14927
Indonesia,Sulawesi Selatan,25,4547457,3078437,3049787,8499,12738,5989,17859,8580,13910,9535,8137,23413,8408,14412,16171,9099,21700,28298,31061,24282,19655,23313,14406,10356,16219,27632,9729,14810
Indonesia,Sulawesi Selatan,30,4547457,3038093,3012289,8488,12728,5984,17832,8573,13891,9525,8127,23379,8400,14390,16130,9008,21476,28081,30886,24050,19442,22925,14268,10243,15943,26950,9599,14594
Indonesia,Sulawesi Selatan,50,4547457,2862173,2806218,8325,12571,5902,17498,8454,13638,9391,7986,22955,8277,14098,15790,8538,20492,26986,29972,22823,18378,21060,13535,9655,14696,23799,8945,13651
Indonesia,Sulawesi Selatan,75,4547457,2410049,2382830,7527,11511,5435,15649,7723,12224,8467,7035,20248,7377,12506,14189,6870,16652,23029,26280,18248,14616,15235,11018,7589,10810,15841,6955,10649
Indonesia,Sulawesi Tengah,0,6115641,6115641,6115641,17620,33282,20169,40279,18115,30715,20410,16793,52622,22055,26450,37755,31100,50559,97354,77676,39484,40355,49670,28491,24242,26664,49136,31352,37507
Indonesia,Sulawesi Tengah,10,6115641,5740346,5681548,17579,33218,20145,40213,18091,30669,20375,16755,52513,22013,26272,37321,29036,47627,93245,75020,37532,38198,46481,27229,23016,25147,44471,29435,35124
Indonesia,Sulawesi Tengah,15,6115641,5710299,5645681,17571,33202,20141,40195,18085,30659,20367,16747,52485,22004,26244,37270,28853,47353,92822,74802,37369,37996,46190,27105,22888,25010,44032,29215,34874
Indonesia,Sulawesi Tengah,20,6115641,5694407,5633957,17562,33187,20138,40182,18080,30649,20360,16742,52463,21994,26226,37239,28750,47153,92509,74605,37217,37827,45954,26988,22785,24883,43727,29056,34693
Indonesia,Sulawesi Tengah,25,6115641,5681989,5611011,17557,33181,20135,40173,18078,30644,20356,16738,52448,21989,26215,37214,28664,47031,92326,74497,37143,37731,45818,26924,22725,24805,43516,28953,34579
Indonesia,Sulawesi Tengah,30,6115641,5659031,5588918,17547,33169,20131,40160,18074,30634,20347,16733,52427,21980,26195,37172,28515,46763,91932,74262,36947,37526,45513,26788,22584,24645,43093,28744,34322
Indonesia,Sulawesi Tengah,50,6115641,5563254,5450312,17479,33041,20081,39997,18027,30547,20275,16656,52179,21894,26072,36945,27951,45634,90216,72942,36079,36516,44056,26112,22008,23991,41246,27872,33314
Indonesia,Sulawesi Tengah,75,6115641,5256813,5130751,16981,32048,19568,38824,17610,29772,19679,16191,50460,21263,25353,35770,25970,40870,83202,66992,32110,32286,38611,23216,19470,21125,35108,24644,29629
Indonesia,Sulawesi Tenggara,0,3663092,3663092,3663092,16168,15984,13484,41916,16491,44607,10022,8761,30359,7659,23488,23947,18147,48338,49996,41525,30767,28703,42101,21250,14535,15697,45550,20155,28525
Indonesia,Sulawesi Tenggara,10,3663092,3233388,3229577,16038,15910,13450,41749,16451,44484,10003,8729,30217,7647,23103,23274,15933,41153,44630,39009,27781,25002,36168,19318,12751,13766,35926,17471,24382
Indonesia,Sulawesi Tenggara,15,3663092,3208815,3201781,16012,15892,13442,41699,16443,44455,9997,8720,30176,7642,23055,23205,15779,40670,44275,38831,27571,24744,35755,19187,12636,13634,35310,17270,24091
Indonesia,Sulawesi Tenggara,20,3663092,3193605,3186791,15987,15874,13432,41661,16431,44423,9992,8711,30141,7639,23011,23136,15667,40296,43993,38681,27391,24532,35441,19084,12543,13531,34867,17130,23883
Indonesia,Sulawesi Tenggara,25,3663092,3181521,3164640,15971,15864,13426,41632,16426,44406,9988,8706,30114,7636,22982,23099,15602,40100,43836,38596,27303,24422,35265,19024,12495,13477,34624,17049,23768
Indonesia,Sulawesi Tenggara,30,3663092,3163838,3151225,15948,15851,13418,41601,16419,44384,9983,8700,30091,7631,22948,23041,15484,39717,43540,38445,27135,24213,34957,18920,12406,13369,34164,16908,23555
Indonesia,Sulawesi Tenggara,50,3663092,3075180,3050918,15719,15716,13347,41262,16336,44060,9916,8604,29713,7595,22615,22678,14853,37655,41801,37480,26135,23009,33106,18305,11897,12767,31643,16141,22374
Indonesia,Sulawesi Tenggara,75,3663092,2822637,2809183,14696,14879,12887,39455,15808,42006,9541,8116,27826,7340,21289,21347,12804,30840,35804,33911,22542,19012,27397,16109,10241,10813,24199,13566,18498
Indonesia,Sulawesi Utara,0,1450713,1450713,1450713,4534,7706,2915,6857,3480,4902,4291,1612,7019,2044,3124,2694,1854,7568,16305,9242,6212,8260,10102,3438,3154,3039,7187,4067,3119
Indonesia,Sulawesi Utara,10,1450713,1329033,1312198,4525,7693,2912,6847,3476,4897,4283,1610,7008,2040,3119,2677,1748,7045,15786,8907,5899,7673,9209,3198,2908,2806,6093,3602,2845
Indonesia,Sulawesi Utara,15,1450713,1321676,1301304,4523,7690,2911,6846,3476,4896,4281,1609,7004,2039,3118,2675,1739,7000,15740,8872,5869,7618,9133,3179,2884,2785,6004,3568,2824
Indonesia,Sulawesi Utara,20,1450713,1317112,1299213,4522,7686,2911,6844,3475,4895,4280,1608,7002,2039,3118,2673,1731,6974,15702,8851,5845,7584,9082,3167,2871,2775,5952,3546,2811
Indonesia,Sulawesi Utara,25,1450713,1314043,1294559,4521,7685,2911,6843,3475,4895,4279,1608,7001,2038,3117,2672,1729,6962,15688,8842,5836,7569,9065,3162,2865,2769,5928,3535,2804
Indonesia,Sulawesi Utara,30,1450713,1305508,1287301,4519,7682,2910,6841,3474,4894,4278,1608,6999,2038,3116,2670,1716,6875,15597,8781,5776,7455,8921,3124,2824,2731,5792,3473,2768
Indonesia,Sulawesi Utara,50,1450713,1277910,1240880,4503,7662,2907,6826,3468,4883,4265,1605,6974,2032,3107,2658,1687,6735,15432,8669,5675,7273,8636,3060,2753,2661,5503,3332,2694
Indonesia,Sulawesi Utara,75,1450713,1185486,1151277,4366,7470,2866,6682,3413,4796,4146,1568,6753,1977,3020,2564,1548,6085,14552,8104,5172,6459,7487,2739,2424,2338,4487,2820,2367
Indonesia,Sumatera Barat,0,4214586,4214586,4214586,15106,15450,9863,26647,29357,32812,31750,34095,40667,23010,42678,36663,23020,31726,23247,40989,54207,39021,32990,33488,39200,38145,38307,35490,51319
Indonesia,Sumatera Barat,10,4214586,3885065,3816471,15056,15412,9845,26592,29314,32767,31713,34063,40590,22981,42619,36557,22575,30777,22649,39592,52067,37758,31350,30966,36371,36110,35762,32821,47261
Indonesia,Sumatera Barat,15,4214586,3859989,3784696,15045,15404,9841,26579,29305,32749,31702,34055,40573,22975,42606,36545,22526,30707,22596,39461,51890,37642,31235,30787,36191,35943,35580,32636,46900
Indonesia,Sumatera Barat,20,4214586,3844454,3773382,15035,15397,9839,26566,29299,32742,31693,34049,40560,22970,42592,36531,22489,30648,22558,39362,51772,37557,31140,30629,36048,35811,35431,32475,46648
Indonesia,Sumatera Barat,25,4214586,3831990,3754636,15027,15390,9836,26557,29292,32732,31684,34043,40551,22966,42583,36525,22469,30620,22538,39294,51686,37506,31080,30537,35952,35732,35339,32378,46470
Indonesia,Sumatera Barat,30,4214586,3810774,3732177,15016,15384,9834,26547,29285,32716,31672,34036,40536,22960,42570,36511,22433,30560,22500,39172,51511,37400,30976,30395,35801,35602,35180,32209,46161
Indonesia,Sumatera Barat,50,4214586,3708104,3613289,14908,15294,9792,26405,29163,32584,31513,33939,40325,22891,42424,36399,22204,30242,22277,38506,50620,36815,30404,29676,35040,34800,34340,31325,44570
Indonesia,Sumatera Barat,75,4214586,3431665,3363352,14233,14692,9459,25323,28234,31501,30197,33081,38982,22374,41534,35732,21169,28734,21175,35679,46664,34402,27555,25660,30446,31230,30401,27008,38136
Indonesia,Sumatera Selatan,0,8699117,8699117,8699117,60149,67437,31566,103821,90082,175177,177852,191231,203525,121034,134056,368517,109038,174806,186630,301344,151950,148570,122282,125925,93235,103131,169250,145548,148748
Indonesia,Sumatera Selatan,10,8699117,7351076,7113542,59527,66541,31043,102918,88516,172270,175611,190052,202319,120543,132942,363351,102784,163118,173508,281924,131792,130539,107174,112168,81429,91157,145605,126046,125737
Indonesia,Sumatera Selatan,15,8699117,7239961,6974412,59407,66400,30959,102739,88108,171557,175061,189832,202092,120461,132742,362786,102290,162094,172210,280049,129411,128899,105805,110975,80346,90116,143625,124198,123689
Indonesia,Sumatera Selatan,20,8699117,7171027,6908651,59244,66224,30836,102477,87895,171142,174709,189599,201818,120333,132565,362150,101788,161146,171082,278597,127732,127573,104661,110006,79341,89154,141821,122825,122066
Indonesia,Sumatera Selatan,25,8699117,7123100,6820395,59149,66080,30769,102313,87679,170771,174412,189439,201676,120270,132438,361839,101539,160629,170523,277747,126757,126890,103940,109467,78857,88687,140909,122048,121171
Indonesia,Sumatera Selatan,30,8699117,7037600,6740751,59014,65958,30693,102153,87404,170369,173987,189247,201438,120180,132285,361298,100948,159551,169039,275754,124660,125459,102590,108367,77866,87810,139241,120445,119329
Indonesia,Sumatera Selatan,50,8699117,6576544,6197053,57853,64305,29874,99772,84566,164122,168634,185878,198471,118845,130605,355807,96978,152282,160080,263623,113483,117115,94150,102057,72310,82604,130054,111850,110024
Indonesia,Sumatera Selatan,75,8699117,5195628,5016484,52698,56042,25664,86548,72583,134949,140402,161991,177701,106567,119602,318318,77642,120279,118507,206647,78920,88159,68089,78637,53516,62294,97320,82321,80812
Indonesia,Sumatera Utara,0,7222708,7222708,7222708,55644,40326,37810,73285,76076,67536,52979,66321,122739,94776,101768,91692,57102,94178,58118,90405,82312,76608,60821,58693,70681,59997,82780,81556,96749
Indonesia,Sumatera Utara,10,7222708,5989437,5897537,54909,39966,37607,72624,74749,66878,52594,65857,121368,93523,100891,89811,53910,87035,53863,81288,76298,68183,53526,51799,61345,51147,68597,67235,79078
Indonesia,Sumatera Utara,15,7222708,5917698,5811737,54706,39896,37567,72542,74677,66828,52544,65791,121267,93464,100778,89646,53719,86548,53597,80656,75772,67591,53036,51343,60692,50493,67591,66282,77785
Indonesia,Sumatera Utara,20,7222708,5873784,5774456,54593,39832,37532,72486,74620,66789,52500,65740,121187,93420,100696,89523,53539,86150,53403,80190,75288,67052,52544,50921,60140,50015,66660,65486,76930
Indonesia,Sumatera Utara,25,7222708,5842780,5725270,54489,39787,37508,72441,74576,66764,52476,65710,121130,93390,100643,89431,53427,85919,53271,79886,75049,66766,52316,50704,59837,49742,66178,65108,76407
Indonesia,Sumatera Utara,30,7222708,5784851,5672149,54337,39736,37482,72385,74515,66724,52433,65671,121059,93339,100568,89313,53253,85503,53040,79283,74551,66197,51890,50232,59204,49219,65335,64260,75406
Indonesia,Sumatera Utara,50,7222708,5530365,5371051,53369,39237,37230,71717,73912,66263,51979,65184,120123,92782,99806,88415,52284,83209,51847,76467,72239,63616,49950,48362,56580,46877,61746,60635,71053
Indonesia,Sumatera Utara,75,7222708,4859066,4699971,49834,36978,35747,68397,70901,63615,49420,62574,114979,89020,96700,84669,48739,74514,47537,66336,63694,54226,42946,41565,47345,39299,50415,48973,59109
Indonesia,Yogyakarta,0,317689,317689,317689,84,34,9,75,16,65,21,29,27,143,177,68,50,79,57,92,163,206,107,84,93,59,209,159,46
Indonesia,Yogyakarta,10,317689,184472,160421,84,33,9,73,16,63,20,28,26,143,176,58,34,64,48,75,124,158,83,66,78,43,147,125,35
Indonesia,Yogyakarta,15,317689,170508,138078,84,33,9,72,15,63,20,28,26,143,175,57,31,63,46,72,121,154,79,63,76,41,140,121,34
Indonesia,Yogyakarta,20,317689,162949,134777,84,33,9,72,15,62,20,28,26,142,174,56,30,62,45,71,118,150,77,61,76,40,135,118,34
Indonesia,Yogyakarta,25,317689,149552,126435,83,32,9,71,15,62,20,28,26,142,174,55,29,60,44,69,114,145,74,59,74,38,122,114,32
Indonesia,Yogyakarta,30,317689,133245,116149,83,32,9,71,15,62,20,28,25,142,173,55,27,58,42,66,108,139,69,55,71,35,107,108,31
Indonesia,Yogyakarta,50,317689,95039,71273,79,31,8,64,14,58,18,26,24,141,166,51,19,45,32,54,83,108,52,44,54,28,76,84,25
Indonesia,Yogyakarta,75,317689,43515,22102,62,24,5,40,10,43,11,15,17,133,143,37,8,17,14,27,43,45,22,20,24,13,28,40,13
)---",
  check.names=FALSE, stringsAsFactors=FALSE)

2.3 Pembersihan dan perhitungan

# Pilih satu indikator setiap konsep; jangan jumlahkan baris yang identik.
ambil <- function(label) {
  z <- fire[fire[["Daftar Data"]] == label, as.character(tahun_analisis), drop=FALSE]
  stopifnot(nrow(z) == 1)
  as.numeric(unlist(z, use.names=FALSE))
}
kebakaran <- data.frame(tahun=tahun_analisis,
  luas_ha=ambil("Luas Areal Hutan yang Terbakar"),
  hotspot=ambil("Jumlah Titik Hotspot Kebakaran"),
  kejadian=ambil("Jumlah Kejadian Kebakaran Hutan dan Lahan"))
stopifnot(identical(ambil("Kebakaran Hutan"), kebakaran$luas_ha),
          identical(ambil("Data Jumlah Hotspot Berdasarkan Status Lahan"), kebakaran$hotspot))
# Nol 2026 tetap ada di data mentah, dikecualikan karena kelengkapan belum jelas.
# Indikator kabupaten dan persentase sumber tidak digabungkan karena definisi/skala berbeda.
loss <- loss[loss$threshold == threshold_pilihan, , drop=FALSE]
primary <- primary[primary$threshold == threshold_pilihan, , drop=FALSE]
prov <- prov[prov$threshold == threshold_pilihan, , drop=FALSE]
drivers <- drivers[drivers$threshold == threshold_pilihan &
                     drivers$year %in% tahun_analisis, , drop=FALSE]
stopifnot(nrow(loss)==1, nrow(primary)==1, !anyDuplicated(prov$subnational1),
          !anyDuplicated(drivers[c("driver", "year")]))
kolom <- paste0("tc_loss_ha_", tahun_analisis)
nasional <- data.frame(tahun=tahun_analisis,
  tutupan_pohon_ha=as.numeric(unlist(loss[kolom])),
  hutan_primer_ha=as.numeric(unlist(primary[kolom])))
stopifnot(!anyNA(kebakaran), !anyNA(nasional), !anyNA(drivers$tc_loss_ha),
          !anyNA(prov[kolom]), all(kebakaran[-1]>=0), all(nasional[-1]>=0))
komposisi <- aggregate(tc_loss_ha ~ driver, drivers, sum)
komposisi <- komposisi[order(-komposisi$tc_loss_ha), ]
komposisi$persen <- komposisi$tc_loss_ha / sum(komposisi$tc_loss_ha)*100
terjemahan <- c("Permanent agriculture"="Pertanian permanen",
  "Logging"="Penebangan", "Shifting cultivation"="Perladangan berpindah",
  "Hard commodities"="Pertambangan / energi", "Wildfire"="Kebakaran (Wildfire)",
  "Settlements & Infrastructure"="Permukiman / infrastruktur",
  "Other natural disturbances"="Gangguan alam lainnya")
komposisi$label <- unname(terjemahan[komposisi$driver])
stopifnot(!anyNA(komposisi$label))
ranking <- data.frame(provinsi=prov$subnational1,
                       kehilangan_ha=rowSums(prov[kolom]))
ranking <- ranking[order(-ranking$kehilangan_ha), ]
rekonsiliasi <- data.frame(tahun=tahun_analisis,
  nasional=nasional$tutupan_pohon_ha,
  jumlah_driver=as.numeric(tapply(drivers$tc_loss_ha, drivers$year, sum)),
  jumlah_provinsi=as.numeric(colSums(prov[kolom])))
rekonsiliasi$selisih_driver <- rekonsiliasi$jumlah_driver-rekonsiliasi$nasional
rekonsiliasi$selisih_provinsi <- rekonsiliasi$jumlah_provinsi-rekonsiliasi$nasional
# Selisih sumber ditampilkan, bukan disesuaikan paksa.

warna <- c("#206A5D", "#D88836", "#527BA3", "#B75965", "#8B72A9", "#83A363", "#A6ABB4")
# Tampilkan langsung di dokumen agar gambar tertanam dalam HTML.
grafik <- function(nama, gambar) {
  par(mfrow=c(1,1), mar=c(5,5,4,2), family="sans",
      col.axis="#374151", col.lab="#374151", las=1)
  gambar()
}
pie_rapi <- function(nilai,label,judul,catatan) {
  layout(matrix(1:2,nrow=1),widths=c(1.05,1.15))
  par(mar=c(2,1,4,1))
  pie(nilai,labels=rep("",length(nilai)),col=warna[seq_along(nilai)],border="white",clockwise=TRUE)
  mtext(judul,side=3,line=1,adj=0,cex=1.05,font=2)
  par(mar=c(2,0,4,1));plot.new()
  legend("center",legend=sprintf("%s  (%.2f%%)",label,100*nilai/sum(nilai)),
         fill=warna[seq_along(nilai)],border=NA,bty="n",cex=.88,y.intersp=1.7)
  mtext(catatan,side=1,line=0,cex=.68)
}

3 Ringkasan hasil

Akumulasi luas kebakaran yang tercatat untuk kode 6400 mencapai 84.606,46 hektare. Tahun dengan luas tertinggi adalah 2019, sebesar 68.524 hektare.

Pada cakupan nasional, kehilangan tutupan pohon selama 2019–2025 sebesar 7.542.475 hektare, sedangkan kehilangan hutan primer lembap tropis mencapai 1.873.394 hektare. Hutan primer merupakan subset dan tidak ditambahkan ke total kehilangan tutupan pohon.

3.1 Statistik deskriptif

deskriptif <- function(x) c(n=length(x),total=sum(x),rata_rata=mean(x),
                           median=median(x),minimum=min(x),maksimum=max(x),sd=sd(x))
statistik <- rbind(luas_kebakaran_ha=deskriptif(kebakaran$luas_ha),
  hotspot_titik=deskriptif(kebakaran$hotspot), kejadian_kasus=deskriptif(kebakaran$kejadian),
  kehilangan_tutupan_ha=deskriptif(nasional$tutupan_pohon_ha),
  kehilangan_primer_ha=deskriptif(nasional$hutan_primer_ha))

knitr::kable(data.frame(Indikator=c("Luas kebakaran (ha)", "Hotspot (titik)",
  "Kejadian (kasus)", "Kehilangan tutupan pohon (ha)", "Kehilangan hutan primer (ha)"),
  statistik, row.names=NULL), digits=2,
  format.args=list(big.mark=".",decimal.mark=","),
  caption="Statistik tahunan 2019–2025. Setiap indikator memiliki tujuh observasi.")

Statistik tahunan 2019–2025. Setiap indikator memiliki tujuh observasi.

Indikator	n	total	rata_rata	median	minimum	maksimum	sd
Luas kebakaran (ha)	7	84.606,46	12.086,64	1.018	49	68.524	25.332,26
Hotspot (titik)	7	8.137,00	1.162,43	323	120	5.606	1.983,53
Kejadian (kasus)	7	237,00	33,86	33	18	56	12,95
Kehilangan tutupan pohon (ha)	7	7.542.475,00	1.077.496,43	1.120.264	841.390	1.395.285	194.059,29
Kehilangan hutan primer (ha)	7	1.873.394,00	267.627,71	270.057	202.906	323.646	41.273,05

Total luas kebakaran adalah penjumlahan luas tahunan, bukan luas lahan unik; lokasi yang sama mungkin terbakar kembali pada tahun berbeda.

4 Analisis kebakaran hutan

4.1 Data tahunan

knitr::kable(kebakaran, col.names=c("Tahun", "Luas (ha)", "Hotspot (titik)", "Kejadian (kasus)"),
  digits=2, format.args=list(big.mark=".",decimal.mark=","),
  caption="Indikator kebakaran untuk kode referensi 6400.")

Indikator kebakaran untuk kode referensi 6400.

Tahun	Luas (ha)	Hotspot (titik)	Kejadian (kasus)
2.019	68.524,00	991	25
2.020	1.018,00	312	33
2.021	49,00	136	44
2.022	372,00	120	25
2.023	1.110,00	649	18
2.024	13.225,13	323	56
2.025	308,33	5.606	36

4.2 Proporsi luas kebakaran menurut tahun

grafik("02_pie_luas_kebakaran",function() pie_rapi(kebakaran$luas_ha,as.character(tahun_analisis),
  "Proporsi luas kebakaran menurut tahun", "Kode wilayah 6400; penyebut: total luas tahunan 2019-2025"))

Tahun 2019 menyumbang 80,99% dari total luas tahunan. Pie chart menunjukkan komposisi luas, bukan jumlah kejadian.

4.3 Tren luas, hotspot, dan kejadian

grafik("03_tren_kebakaran",function() {
  par(mfrow=c(3,1),mar=c(3,5,2.5,1))
  for (nm in c("luas_ha","hotspot","kejadian")) {
    judul <- c(luas_ha="Luas terbakar (ha)",hotspot="Hotspot (titik)",kejadian="Kejadian (kasus)")
    plot(kebakaran$tahun,kebakaran[[nm]],type="b",pch=19,lwd=2,col=warna[1],
         xlab="",ylab="",main=paste(judul[nm],"- kode 6400"),ylim=c(0,max(kebakaran[[nm]])*1.1))
    grid(col="#E5E7EB")
  }
})

Pada 2025, luas kebakaran berubah -97,67% dibanding 2024. Pada saat yang sama, hotspot naik dari 323 menjadi 5.606 titik. Jumlah hotspot tidak dapat langsung dijadikan ukuran luas terbakar. Status final pelaporan 2025 tidak dijelaskan dalam tabel sumber.

4.4 Hubungan hotspot dan luas kebakaran

grafik("07_scatter_hotspot_luas",function() {
  plot(kebakaran$hotspot,kebakaran$luas_ha,pch=seq_len(7)+14,col=warna,
    xlab="Hotspot (titik)",ylab="Luas kebakaran (ha)",
    main="Hotspot dan luas kebakaran, kode 6400",ylim=c(0,max(kebakaran$luas_ha)*1.18),
    xlim=c(0,max(kebakaran$hotspot)*1.12))
  legend("topright",legend=kebakaran$tahun,pch=seq_len(7)+14,col=warna,bty="n")
})

Korelasi Pearson sebesar -0,077, sedangkan Spearman sebesar 0,357. Dengan hanya tujuh tahun pengamatan dan adanya tahun ekstrem, hasil ini bersifat eksploratif. Korelasi tidak membuktikan bahwa hotspot menyebabkan perubahan luas.

5 Kehilangan tutupan pohon Indonesia

5.1 Tren nasional

knitr::kable(nasional,
  col.names=c("Tahun", "Tutupan pohon hilang (ha)", "Hutan primer hilang (ha)"),
  format.args=list(big.mark=".",decimal.mark=","))

Tahun	Tutupan pohon hilang (ha)	Hutan primer hilang (ha)
2.019	1.176.883	323.646
2.020	961.585	270.057
2.021	841.390	202.906
2.022	885.237	230.003
2.023	1.395.285	292.374
2.024	1.120.264	258.812
2.025	1.161.831	295.596

grafik("04_tren_nasional",function() {
  matplot(nasional$tahun,nasional[-1]/1e6,type="b",pch=c(19,17),lty=1,lwd=2,col=warna[1:2],
    xlab="Tahun",ylab="Juta hektare",main="Kehilangan tutupan pohon dan hutan primer Indonesia",
    ylim=c(0,max(nasional[-1])/1e6*1.2))
  legend("topright",c("Tutupan pohon (kanopi >30%)","Hutan primer lembap tropis"),
    col=warna[1:2],lty=1,pch=c(19,17),bty="n")
})

Kehilangan tutupan pohon pada 2025 sebesar 1.161.831 hektare, berubah 3,71% dari 2024. Kehilangan hutan primer pada 2025 sebesar 295.596 hektare, berubah 14,21%.

Tutupan pohon mencakup vegetasi berkayu lebih tinggi dari lima meter, termasuk perkebunan. Kehilangan tutupan pohon tidak selalu berarti deforestasi permanen.

5.2 Komposisi penyebab dominan

grafik("01_pie_penyebab",function() pie_rapi(komposisi$tc_loss_ha,komposisi$label,
  "Penyebab dominan kehilangan tutupan pohon", "Indonesia, 2019-2025; kanopi >30%; penyebut: jumlah kelas driver"))

knitr::kable(komposisi[c("label","tc_loss_ha","persen")], row.names=FALSE,
  col.names=c("Penyebab dominan", "Luas (ha)", "Proporsi (%)"),digits=2,
  format.args=list(big.mark=".",decimal.mark=","))

Penyebab dominan	Luas (ha)	Proporsi (%)
Pertanian permanen	5.411.267	71,82
Penebangan	751.505	9,97
Perladangan berpindah	653.176	8,67
Kebakaran (Wildfire)	359.462	4,77
Pertambangan / energi	231.218	3,07
Gangguan alam lainnya	97.825	1,30
Permukiman / infrastruktur	29.858	0,40

Kategori terbesar adalah Pertanian permanen, dengan proporsi 71,82%. Kategori Wildfire menyumbang 4,77%. Persentase dihitung terhadap jumlah luas pada tabel driver, yang sedikit berbeda dari total nasional pada tabel tutupan pohon.

Wildfire pada sumber ini berarti kehilangan akibat kebakaran tanpa konversi manusia atau kegiatan pertanian yang terlihat sesudahnya. Kategori ini tidak mencakup semua kehilangan tutupan yang melibatkan api.

5.3 Penyebab dominan per tahun

grafik("06_driver_tahunan",function() {
  matriks<-xtabs(tc_loss_ha ~ driver + year,drivers)
  matriks<-matriks[komposisi$driver,,drop=FALSE]
  layout(matrix(1:2,ncol=1),heights=c(4,1))
  par(mar=c(3,5,4,2))
  barplot(matriks/1e6,col=warna,border=NA,xlab="",ylab="Juta hektare",
    main="Kehilangan tutupan pohon per penyebab dominan, Indonesia")
  par(mar=c(0,0,0,0));plot.new()
  legend("center",legend=komposisi$label,fill=warna,bty="n",ncol=2,cex=.85)
})

Driver merupakan penyebab dominan dalam sel 1 km selama periode sumber 2001–2025. Kategori tersebut bukan atribusi pasti bagi setiap kejadian atau setiap tahun. Grafik tahunan perlu dibaca dengan keterbatasan klasifikasi tersebut.

6 Perbandingan provinsi

6.1 Sepuluh provinsi dengan kehilangan tertinggi

grafik("05_top10_provinsi",function() {
  z<-ranking[10:1,];par(mar=c(5,11,4,2))
  barplot(z$kehilangan_ha/1e6,names.arg=z$provinsi,horiz=TRUE,col=warna[1],border=NA,
    xlab="Akumulasi kehilangan tutupan pohon (juta ha)",
    main="10 provinsi tertinggi, 2019-2025 (kanopi >30%)",cex.names=.85)
})

knitr::kable(head(ranking,10), row.names=FALSE,
  col.names=c("Provinsi", "Akumulasi kehilangan tutupan pohon (ha)"),
  format.args=list(big.mark=".",decimal.mark=","))

Provinsi	Akumulasi kehilangan tutupan pohon (ha)
Kalimantan Barat	1.040.295
Sumatera Selatan	755.648
Kalimantan Timur	726.510
Kalimantan Tengah	703.950
Riau	692.109
Jambi	556.211
Sumatera Utara	415.546
Aceh	265.538
Sumatera Barat	246.324
Bangka Belitung	228.056

Provinsi dengan nilai tertinggi adalah Kalimantan Barat, sebesar 1.040.295 hektare. Peringkat menggunakan luas absolut, bukan persentase terhadap luas hutan awal, sehingga tidak menunjukkan risiko relatif. Batas administrasi mengikuti 34 provinsi dalam workbook.

6.2 Sebaran antarprovinsi

grafik("08_histogram_provinsi",function() {
  hist(ranking$kehilangan_ha/1e6,breaks="FD",col=warna[3],border="white",
    main="Sebaran kehilangan tutupan pohon antarprovinsi",
    xlab="Akumulasi 2019-2025 (juta ha), kanopi >30%",ylab="Jumlah provinsi")
})

Histogram memperlihatkan banyak provinsi pada kelompok luas kehilangan yang lebih kecil dan sejumlah provinsi dengan nilai besar. Karena distribusi tidak merata, peringkat dan distribusi perlu dibaca bersama, bukan hanya rata-rata.

7 Pemeriksaan konsistensi dan keterbatasan

7.1 Rekonsiliasi angka sumber

knitr::kable(rekonsiliasi, row.names=FALSE,
  col.names=c("Tahun", "Nasional (ha)", "Jumlah driver (ha)", "Jumlah provinsi (ha)",
              "Selisih driver (ha)", "Selisih provinsi (ha)"),
  format.args=list(big.mark=".",decimal.mark=","))

Tahun	Nasional (ha)	Jumlah driver (ha)	Jumlah provinsi (ha)	Selisih driver (ha)	Selisih provinsi (ha)
2.019	1.176.883	1.175.476	1.176.883	-1.407	0
2.020	961.585	960.328	961.585	-1.257	0
2.021	841.390	839.765	841.386	-1.625	-4
2.022	885.237	883.796	885.237	-1.441	0
2.023	1.395.285	1.394.668	1.395.287	-617	2
2.024	1.120.264	1.119.616	1.120.265	-648	1
2.025	1.161.831	1.160.662	1.161.831	-1.169	0

Jumlah kategori driver lebih rendah 8.164 hektare dibanding akumulasi nasional. Selisih absolut per tahun maksimum 1.625 hektare. Selisih absolut jumlah provinsi terhadap nasional maksimum 4 hektare per tahun. Penyebab selisih belum dipastikan dari workbook; angka tidak disesuaikan paksa.

7.2 Keterbatasan analisis

• Kode 6400 belum dipetakan ke nama wilayah. Tidak dilakukan penggabungan spasial atau perhitungan rasio kebakaran wilayah terhadap kehilangan nasional.
• Dua pasang indikator identik diperlakukan sebagai seri yang berulang, bukan komponen yang dapat dijumlahkan.
• Semua angka 2026 yang nol tidak dianggap bukti tidak adanya kebakaran.
• Seri luas kebakaran kabupaten berbeda dari seri luas utama dan tidak digabungkan.
• Skala indikator persentase dalam file kebakaran belum konsisten sehingga tidak digunakan untuk menarik kesimpulan.
• Hutan primer dan tutupan pohon memiliki cakupan bertumpang tindih.
• Ambang kanopi lain, tahun sebelum 2019, data karbon, dan rincian kabupaten di luar cakupan utama laporan ini.

8 Kesimpulan

Data kebakaran menunjukkan dominasi luas terbakar pada 2019 dan perbedaan arah perubahan antara hotspot dan luas terbakar pada 2025. Data nasional menunjukkan pertanian permanen sebagai kategori penyebab dominan kehilangan tutupan pohon terbesar dalam tabel driver. Perbandingan provinsi menempatkan Kalimantan Barat pada posisi tertinggi berdasarkan luas absolut.

Interpretasi bersama kedua sumber memerlukan kesesuaian wilayah, periode, dan definisi indikator. Analisis ini memberi gambaran deskriptif, tanpa menyamakan kehilangan tutupan pohon dengan luas kebakaran atau deforestasi permanen.

9 Sumber data

1. https://data.kaltimprov.go.id/dataset/luas-kawasan-hutan-yang-dikelola-masyarakat
2. https://data.kaltimprov.go.id/dataset/luas-kawasan-hutan-yang-dikelola-masyarakat/resource/b34e3719-6103-47f4-a95a-39999c6bf095
3. https://share.google/adifEiscMisJiNm1f

Seluruh nilai pada laporan dihitung dari snapshot data yang tertanam dalam dokumen. Kode analisis tersedia melalui tombol Code pada bagian terkait.