Tugas 2018 Inventory GRK

Mohammad Miftakhus Sholikin

January 8, 2019

PERHITUNGAN GAS RUMAH KACA (GRK)

#Tabel 1 Data mentah tier 1 perhitungan GRK provinsi Jawa Timur
Year Livestock NAPA Days_Alive AAP T1.EF.EF T1.EF.MM
2017 Horse 10758 365 1.075800e+04 18 2.19
2017 Beef_Cattle 4511614 365 4.511614e+06 47 1.00
2017 Dairy_Cattle 273881 365 2.738810e+05 68 31.00
2017 Buffalo 26622 365 2.662200e+04 55 2.00
2017 Goat 3376323 365 3.376323e+06 5 0.22
2017 Sheep 1362062 150 5.597515e+05 5 0.20
2017 Pig 57906 180 2.855638e+04 1 0.02
2017 Domestic_Hen 36439200 150 1.497501e+07 0 0.02
2017 Broiler_Hen 224815584 60 3.695599e+07 0 0.02
2017 Laying_Hen 46900576 365 4.690058e+07 0 0.02
2017 Duck 5600971 365 5.600971e+06 0 0.02
2016 Horse 10416 365 1.041600e+04 18 2.19
2016 Beef_Cattle 4407807 365 4.407807e+06 47 1.00
2016 Dairy_Cattle 265002 365 2.650020e+05 68 31.00
2016 Buffalo 27304 365 2.730400e+04 55 2.00
2016 Goat 3279732 365 3.279732e+06 5 0.22
2016 Sheep 1370878 150 5.633745e+05 5 0.20
2016 Pig 50243 180 2.477737e+04 1 0.02
2016 Domestic_Hen 36490697 150 1.499618e+07 0 0.02
2016 Broiler_Hen 45880658 60 7.542026e+06 0 0.02
2016 Laying_Hen 200895528 365 2.008955e+08 0 0.02
2016 Manila_Duck 5543814 365 5.543814e+06 0 0.02
2015 Horse 10368 365 1.036800e+04 18 2.19
2015 Beef_Cattle 4267325 365 4.267325e+06 47 1.00
2015 Dairy_Cattle 255717 365 2.557170e+05 68 31.00
2015 Buffalo 27792 365 2.779200e+04 55 2.00
2015 Goat 3178197 365 3.178197e+06 5 0.22
2015 Sheep 1282910 150 5.272233e+05 5 0.20
2015 Pig 44602 180 2.199551e+04 1 0.02
2015 Domestic_Hen 35728314 150 1.468287e+07 0 0.02
2015 Broiler_Hen 194064874 60 3.190108e+07 0 0.02
2015 Laying_Hen 43221466 365 4.322147e+07 0 0.02
2015 Duck 6338732 365 6.338732e+06 0 0.02
2014 Horse 10536 365 1.053600e+04 18 2.19
2014 Beef_Cattle 4125333 365 4.125333e+06 47 1.00
2014 Dairy_Cattle 245246 365 2.452460e+05 68 31.00
2014 Buffalo 28507 365 2.850700e+04 55 2.00
2014 Goat 3090159 365 3.090159e+06 5 0.22
2014 Sheep 1221758 150 5.020923e+05 5 0.20
2014 Pig 41875 180 2.065068e+04 1 0.02
2014 Domestic_Hen 34539123 150 1.419416e+07 0 0.02
2014 Broiler_Hen 179830682 60 2.956121e+07 0 0.02
2014 Laying_Hen 41156842 365 4.115684e+07 0 0.02
2014 Duck 6173818 365 6.173818e+06 0 0.02
2013 Horse 10581 365 1.058100e+04 18 2.19
2013 Beef_Cattle 3949097 365 3.949097e+06 47 1.00
2013 Dairy_Cattle 237673 365 2.376730e+05 68 31.00
2013 Buffalo 28118 365 2.811800e+04 55 2.00
2013 Goat 2937980 365 2.937980e+06 5 0.22
2013 Sheep 1185472 150 4.871803e+05 5 0.20
2013 Pig 46090 180 2.272932e+04 1 0.02
2013 Domestic_Hen 33806963 150 1.389327e+07 0 0.02
2013 Broiler_Hen 52288598 60 8.595386e+06 0 0.02
2013 Laying_Hen 43066361 365 4.306636e+07 0 0.02
2013 Duck 5159702 365 5.159702e+06 0 0.02
2012 Horse 11632 365 1.163200e+04 18 2.19
2012 Beef_Cattle 4957478 365 4.957478e+06 47 1.00
2012 Dairy_Cattle 308841 365 3.088410e+05 68 31.00
2012 Buffalo 33498 365 3.349800e+04 55 2.00
2012 Goat 2879369 365 2.879369e+06 5 0.22
2012 Sheep 1088602 150 4.473707e+05 5 0.20
2012 Pig 37312 180 1.840044e+04 1 0.02
2012 Domestic_Hen 32143678 150 1.320973e+07 0 0.02
2012 Broiler_Hen 51981780 60 8.544950e+06 0 0.02
2012 Laying_Hen 40268631 365 4.026863e+07 0 0.02
2012 Duck 4728263 365 4.728263e+06 0 0.02
2011 Horse 11439 365 1.143900e+04 18 2.19
2011 Beef_Cattle 4727298 365 4.727298e+06 47 1.00
2011 Dairy_Cattle 296350 365 2.963500e+05 68 31.00
2011 Buffalo 32675 365 3.267500e+04 55 2.00
2011 Goat 2830915 365 2.830915e+06 5 0.22
2011 Sheep 942935 150 3.875075e+05 5 0.20
2011 Pig 34465 180 1.699644e+04 1 0.02
2011 Domestic_Hen 29310496 150 1.204541e+07 0 0.02
2011 Broiler_Hen 50268093 60 8.263248e+06 0 0.02
2011 Laying_Hen 37035251 365 3.703525e+07 0 0.02
2011 Duck 4714084 365 4.714084e+06 0 0.02
2010 Horse 9250 365 9.250000e+03 18 2.19
2010 Beef_Cattle 3745453 365 3.745453e+06 47 1.00
2010 Dairy_Cattle 231408 365 2.314080e+05 68 31.00
2010 Buffalo 49638 365 4.963800e+04 55 2.00
2010 Goat 2822912 365 2.822912e+06 5 0.22
2010 Sheep 750961 150 3.086141e+05 5 0.20
2010 Pig 15367 180 7.578247e+03 1 0.02
2010 Domestic_Hen 24006814 150 9.865814e+06 0 0.02
2010 Broiler_Hen 56993631 60 9.368816e+06 0 0.02
2010 Laying_Hen 21959505 365 2.195950e+07 0 0.02
2010 Duck 4471799 365 4.471799e+06 0 0.02
2009 Horse 9293 365 9.293000e+03 18 2.19
2009 Beef_Cattle 3558948 365 3.558948e+06 47 1.00
2009 Dairy_Cattle 221743 365 2.217430e+05 68 31.00
2009 Buffalo 49698 365 4.969800e+04 55 2.00
2009 Goat 2779542 365 2.779542e+06 5 0.22
2009 Sheep 740269 150 3.042201e+05 5 0.20
2009 Pig 15584 180 7.685260e+03 1 0.02
2009 Domestic_Hen 23596465 150 9.697177e+06 0 0.02
2009 Broiler_Hen 55634580 60 9.145410e+06 0 0.02
2009 Laying_Hen 21396783 365 2.139678e+07 0 0.02
2009 Duck 4405764 365 4.405764e+06 0 0.02
2008 Horse 9531 365 9.531000e+03 18 2.19
2008 Beef_Cattle 3384902 365 3.384902e+06 47 1.00
2008 Dairy_Cattle 212322 365 2.123220e+05 68 31.00
2008 Buffalo 49700 365 4.970000e+04 55 2.00
2008 Goat 2739727 365 2.739727e+06 5 0.22
2008 Sheep 729721 150 2.998853e+05 5 0.20
2008 Pig 15582 180 7.684274e+03 1 0.02
2008 Domestic_Hen 23261021 150 9.559324e+06 0 0.02
2008 Broiler_Hen 54317802 60 8.928954e+06 0 0.02
2008 Laying_Hen 20886094 365 2.088609e+07 0 0.02
2008 Duck 4344838 365 4.344838e+06 0 0.02

keterangan: T1.EF.EF (Faktor Efisiensi Fermentasi Enterik), T1.EF.MM (Faktor Efisiensi Manajemen Manur)

1. Tier 1

##Tabel 2 Tier 1 emisi metan dari fermentasi enterik provinsi Jawa Timur
Year Beef_Cattle Broiler_Hen Buffalo Dairy_Cattle Domestic_Hen Duck Goat Horse Laying_Hen Manila_Duck Pig Sheep
2008 159.0904 0 2.733500 14.43790 0 0 13.69863 0.171558 0 NA 0.0076843 1.499427
2009 167.2706 0 2.733390 15.07852 0 0 13.89771 0.167274 0 NA 0.0076853 1.521101
2010 176.0363 0 2.730090 15.73574 0 0 14.11456 0.166500 0 NA 0.0075782 1.543071
2011 222.1830 0 1.797125 20.15180 0 0 14.15457 0.205902 0 NA 0.0169964 1.937538
2012 233.0015 0 1.842390 21.00119 0 0 14.39685 0.209376 0 NA 0.0184004 2.236853
2013 185.6076 0 1.546490 16.16176 0 0 14.68990 0.190458 0 NA 0.0227293 2.435901
2014 193.8907 0 1.567885 16.67673 0 0 15.45079 0.189648 0 NA 0.0206507 2.510462
2015 200.5643 0 1.528560 17.38876 0 0 15.89099 0.186624 0 NA 0.0219955 2.636116
2016 207.1669 0 1.501720 18.02014 0 NA 16.39866 0.187488 0 0 0.0247774 2.816873
2017 212.0459 0 1.464210 18.62391 0 0 16.88162 0.193644 0 NA 0.0285564 2.798757

keterangan : NA (nilai nol)

##Tabel 3 Tier 1 emisi metan dari manajemen manure provinsi Jawa Timur
Year Beef_Cattle Broiler_Hen Buffalo Dairy_Cattle Domestic_Hen Duck Goat Horse Laying_Hen Manila_Duck Pig Sheep
2008 3.384902 0.1785791 0.099400 6.581982 0.1911865 0.0868968 0.6027399 0.0208729 0.4177219 NA 0.0001537 0.0599771
2009 3.558948 0.1829082 0.099396 6.874033 0.1939435 0.0881153 0.6114992 0.0203517 0.4279357 NA 0.0001537 0.0608440
2010 3.745453 0.1873763 0.099276 7.173648 0.1973163 0.0894360 0.6210406 0.0202575 0.4391901 NA 0.0001516 0.0617228
2011 4.727298 0.1652650 0.065350 9.186850 0.2409082 0.0942817 0.6228013 0.0250514 0.7407050 NA 0.0003399 0.0775015
2012 4.957478 0.1708990 0.066996 9.574071 0.2641946 0.0945653 0.6334612 0.0254741 0.8053726 NA 0.0003680 0.0894741
2013 3.949097 0.1719077 0.056236 7.367863 0.2778654 0.1031940 0.6463556 0.0231724 0.8613272 NA 0.0004546 0.0974361
2014 4.125333 0.5912242 0.057014 7.602626 0.2838832 0.1234764 0.6798350 0.0230738 0.8231368 NA 0.0004130 0.1004185
2015 4.267325 0.6380215 0.055584 7.927227 0.2936574 0.1267746 0.6992033 0.0227059 0.8644293 NA 0.0004399 0.1054447
2016 4.407807 0.1508405 0.054608 8.215062 0.2999235 NA 0.7215410 0.0228110 4.0179106 0.1108763 0.0004955 0.1126749
2017 4.511614 0.7391197 0.053244 8.490311 0.2995003 0.1120194 0.7427911 0.0235600 0.9380115 NA 0.0005711 0.1119503

##Grafik 1 Tier 1 emisi metan dari fermentasi enterik provinsi Jawa Timur

##Grafik 2 Tier 1 emisi metan dari manajemen manur provinsi Jawa Timur

##Tabel 4 Tier 1 Prediksi emisi metan dari fermentasi enterik provinsi Jawa Timur

## Warning in predict.lm(fitManila_Duck, newdata = tahun): prediction from a
## rank-deficient fit may be misleading
Year Beef.Cattle Broiler.Hen Bufallo Dairy.Cattle Domestic.Hen Duck Goat Horse Laying.Hen Manila.Duck Pig Sheep
2015 206.9924 0 1.534891 18.10440 0 0 15.85466 0.1925019 0 0 0.0236883 2.620086
2016 211.5151 0 1.371033 18.41510 0 0 16.21355 0.1947638 0 0 0.0260815 2.790677
2017 216.0378 0 1.207175 18.72580 0 0 16.57245 0.1970257 0 0 0.0284746 2.961267
2018 220.5605 0 1.043317 19.03650 0 0 16.93134 0.1992876 0 0 0.0308678 3.131858
2019 225.0831 0 0.879459 19.34721 0 0 17.29023 0.2015495 0 0 0.0332609 3.302448
2020 229.6058 0 0.715601 19.65791 0 0 17.64912 0.2038114 0 0 0.0356541 3.473038
2021 234.1285 0 0.551743 19.96861 0 0 18.00802 0.2060733 0 0 0.0380473 3.643629
2022 238.6512 0 0.387885 20.27931 0 0 18.36691 0.2083352 0 0 0.0404404 3.814220
2023 243.1739 0 0.224027 20.59001 0 0 18.72580 0.2105971 0 0 0.0428336 3.984810
2024 247.6966 0 0.060169 20.90072 0 0 19.08470 0.2128589 0 0 0.0452268 4.155400
2025 252.2192 0 -0.103689 21.21142 0 0 19.44359 0.2151208 0 0 0.0476199 4.325991

##Tabel 5 Tier 1 Prediksi emisi metan dari manajemen manure provinsi Jawa Timur

## Warning in predict.lm(fitManila_Duck, newdata = tahun): prediction from a
## rank-deficient fit may be misleading
Year Beef.Cattle Broiler Bufallo Dairy.Cattle Domestic.Hen Duck Goat Horse Laying.Hen Manila.Duck Pig Sheep
2015 4.404094 0.4441672 0.0558142 8.253476 0.2897074 0.1148075 0.6976050 0.0234211 1.522087 0.1108763 0.0004738 0.1048034
2016 4.500321 0.4947885 0.0498557 8.395120 0.3038952 0.1192116 0.7133963 0.0236963 1.717493 0.1108763 0.0005216 0.1116271
2017 4.596548 0.5454097 0.0438973 8.536763 0.3180830 0.1236158 0.7291876 0.0239715 1.912898 0.1108763 0.0005695 0.1184507
2018 4.692776 0.5960309 0.0379388 8.678407 0.3322707 0.1280199 0.7449789 0.0242467 2.108303 0.1108763 0.0006174 0.1252743
2019 4.789003 0.6466522 0.0319803 8.820050 0.3464585 0.1324241 0.7607702 0.0245219 2.303709 0.1108763 0.0006652 0.1320979
2020 4.885230 0.6972734 0.0260219 8.961694 0.3606463 0.1368282 0.7765615 0.0247971 2.499114 0.1108763 0.0007131 0.1389215
2021 4.981458 0.7478946 0.0200634 9.103337 0.3748341 0.1412324 0.7923527 0.0250722 2.694519 0.1108763 0.0007609 0.1457452
2022 5.077685 0.7985159 0.0141049 9.244981 0.3890219 0.1456365 0.8081440 0.0253474 2.889925 0.1108763 0.0008088 0.1525688
2023 5.173912 0.8491371 0.0081464 9.386624 0.4032097 0.1500407 0.8239353 0.0256226 3.085330 0.1108763 0.0008567 0.1593924
2024 5.270139 0.8997584 0.0021880 9.528268 0.4173975 0.1544448 0.8397266 0.0258978 3.280735 0.1108763 0.0009045 0.1662160
2025 5.366367 0.9503796 -0.0037705 9.669911 0.4315853 0.1588490 0.8555179 0.0261730 3.476141 0.1108763 0.0009524 0.1730396

2. Tier 2

Tabel 6 Data mentah perhitungan GRK provinsi Jawa Timur

Year Structure Persen.Struktur
2017 BC_MA 18.200
2017 BC_FANL 13.629
2017 BC_FAL 25.311
2017 BC_MY 9.100
2017 BC_FY 19.470
2017 BC_MK 4.550
2017 BC_FK 9.740
2017 DC_MA 18.200
2017 DC_FANL 13.629
2017 DC_FAL 25.311
2017 DC_MY 9.100
2017 DC_FY 19.470
2017 DC_MK 4.550
2017 DC_FK 9.740
2016 BC_MA 18.200
2016 BC_FANL 13.629
2016 BC_FAL 25.311
2016 BC_MY 9.100
2016 BC_FY 19.470
2016 BC_MK 4.550
2016 BC_FK 9.740
2016 DC_MA 18.200
2016 DC_FANL 13.629
2016 DC_FAL 25.311
2016 DC_MY 9.100
2016 DC_FY 19.470
2016 DC_MK 4.550
2016 DC_FK 9.740
2015 BC_MA 18.200
2015 BC_FANL 13.629
2015 BC_FAL 25.311
2015 BC_MY 9.100
2015 BC_FY 19.470
2015 BC_MK 4.550
2015 BC_FK 9.740
2015 DC_MA 18.200
2015 DC_FANL 13.629
2015 DC_FAL 25.311
2015 DC_MY 9.100
2015 DC_FY 19.470
2015 DC_MK 4.550
2015 DC_FK 9.740
2014 BC_MA 18.200
2014 BC_FANL 13.629
2014 BC_FAL 25.311
2014 BC_MY 9.100
2014 BC_FY 19.470
2014 BC_MK 4.550
2014 BC_FK 9.740
2014 DC_MA 18.200
2014 DC_FANL 13.629
2014 DC_FAL 25.311
2014 DC_MY 9.100
2014 DC_FY 19.470
2014 DC_MK 4.550
2014 DC_FK 9.740
2013 BC_MA 18.200
2013 BC_FANL 13.629
2013 BC_FAL 25.311
2013 BC_MY 9.100
2013 BC_FY 19.470
2013 BC_MK 4.550
2013 BC_FK 9.740
2013 DC_MA 18.200
2013 DC_FANL 13.629
2013 DC_FAL 25.311
2013 DC_MY 9.100
2013 DC_FY 19.470
2013 DC_MK 4.550
2013 DC_FK 9.740
2012 BC_MA 18.200
2012 BC_FANL 13.629
2012 BC_FAL 25.311
2012 BC_MY 9.100
2012 BC_FY 19.470
2012 BC_MK 4.550
2012 BC_FK 9.740
2012 DC_MA 18.200
2012 DC_FANL 13.629
2012 DC_FAL 25.311
2012 DC_MY 9.100
2012 DC_FY 19.470
2012 DC_MK 4.550
2012 DC_FK 9.740
2011 BC_MA 18.200
2011 BC_FANL 13.629
2011 BC_FAL 25.311
2011 BC_MY 9.100
2011 BC_FY 19.470
2011 BC_MK 4.550
2011 BC_FK 9.740
2011 DC_MA 18.200
2011 DC_FANL 13.629
2011 DC_FAL 25.311
2011 DC_MY 9.100
2011 DC_FY 19.470
2011 DC_MK 4.550
2011 DC_FK 9.740
2010 BC_MA 18.200
2010 BC_FANL 13.629
2010 BC_FAL 25.311
2010 BC_MY 9.100
2010 BC_FY 19.470
2010 BC_MK 4.550
2010 BC_FK 9.740
2010 DC_MA 18.200
2010 DC_FANL 13.629
2010 DC_FAL 25.311
2010 DC_MY 9.100
2010 DC_FY 19.470
2010 DC_MK 4.550
2010 DC_FK 9.740
2009 BC_MA 18.200
2009 BC_FANL 13.629
2009 BC_FAL 25.311
2009 BC_MY 9.100
2009 BC_FY 19.470
2009 BC_MK 4.550
2009 BC_FK 9.740
2009 DC_MA 18.200
2009 DC_FANL 13.629
2009 DC_FAL 25.311
2009 DC_MY 9.100
2009 DC_FY 19.470
2009 DC_MK 4.550
2009 DC_FK 9.740
2008 BC_MA 18.200
2008 BC_FANL 13.629
2008 BC_FAL 25.311
2008 BC_MY 9.100
2008 BC_FY 19.470
2008 BC_MK 4.550
2008 BC_FK 9.740
2008 DC_MA 18.200
2008 DC_FANL 13.629
2008 DC_FAL 25.311
2008 DC_MY 9.100
2008 DC_FY 19.470
2008 DC_MK 4.550
2008 DC_FK 9.740

keterangan: Beef Cattle Male Adult (BC_MA), Beef Cattle Female Adult Nonlactation (BC_FANL), Beef Cattle Female Adult Lactation (BC_FAL), Beef Cattle Male Young (BC_MY), Beef Cattle Female Young (BC_FY), Beef Cattle Male Kid (BC_MK), Beef Cattle Male Kid (BC_FK), Dairy Cattle Male Adult (DC_MA), Dairy Cattle Female Nonlactation (DC_FANL), Dairy Cattle Female Lactation (DC_FAL), Dairy Cattle Male Young (DC_MY), Dairy Cattle Female Young (DC_FY), Dairy Cattle Male Kid (DC_MK), Dairy Cattle Female Kid (DC_FK)

##Tabel 7 Tier 2 emisi metan dari fermentasi enterik provinsi Jawa Timur
Year BC_FAL BC_FANL BC_FK BC_FY BC_MA BC_MK BC_MY DC_FAL DC_FANL DC_FK DC_FY DC_MA DC_MK DC_MY
2008 69.0328 28.1301 2.4554 20.5016 52.6378 1.6822 12.1954 5.0385 1.7091 0.1894 1.4419 2.6612 0.1313 0.8623
2009 72.5823 29.5765 2.5816 21.5558 55.3443 1.7687 12.8224 5.2621 1.7849 0.1978 1.5059 2.7793 0.1371 0.9006
2010 76.3860 31.1264 2.7169 22.6854 58.2446 1.8614 13.4944 5.4914 1.8627 0.2065 1.5716 2.9004 0.1431 0.9398
2011 96.4100 39.2860 3.4292 28.6322 73.5131 2.3494 17.0318 7.0326 2.3854 0.2644 2.0126 3.7144 0.1833 1.2036
2012 101.1044 41.1989 3.5961 30.0264 77.0925 2.4638 17.8612 7.3290 2.4860 0.2756 2.0974 3.8709 0.1910 1.2543
2013 80.5392 32.8188 2.8647 23.9188 61.4114 1.9626 14.2281 5.6401 1.9131 0.2121 1.6141 2.9789 0.1470 0.9653
2014 84.1334 34.2834 2.9925 24.9863 64.1520 2.0502 14.8630 5.8198 1.9741 0.2188 1.6655 3.0739 0.1517 0.9960
2015 87.0292 35.4634 3.0955 25.8463 66.3601 2.1208 15.3746 6.0683 2.0584 0.2282 1.7367 3.2051 0.1581 1.0386
2016 89.8942 36.6309 3.1974 26.6972 68.5447 2.1906 15.8808 6.2886 2.1331 0.2364 1.7997 3.3215 0.1639 1.0763
2017 92.0113 37.4935 3.2727 27.3259 70.1590 2.2422 16.2548 6.4994 2.2046 0.2444 1.8600 3.4328 0.1694 1.1123
##Tabel 8 Tier 2 emisi metan dari manajemen manure provinsi Jawa Timur
Year BC_FAL BC_FANL BC_FK BC_FY BC_MA BC_MK BC_MY DC_FAL DC_FANL DC_FK DC_FY DC_MA DC_MK DC_MY
2008 21.9547 5.3646 0.2185 4.4456 13.4052 0.0699 1.2360 10.4157 3.3724 0.2192 4.0647 7.0124 0.0710 1.1361
2009 23.0835 5.6405 0.2298 4.6742 14.0945 0.0735 1.2995 10.8778 3.5221 0.2289 4.2451 7.3235 0.0741 1.1866
2010 24.2932 5.9361 0.2418 4.9191 14.8331 0.0774 1.3676 11.3520 3.6756 0.2389 4.4301 7.6427 0.0773 1.2383
2011 30.6615 7.4922 0.3052 6.2086 18.7215 0.0977 1.7261 14.5378 4.7071 0.3059 5.6734 9.7876 0.0991 1.5858
2012 32.1545 7.8570 0.3201 6.5109 19.6331 0.1024 1.8102 15.1505 4.9055 0.3188 5.9125 10.2001 0.1032 1.6526
2013 25.6141 6.2588 0.2550 5.1866 15.6396 0.0816 1.4420 11.6593 3.7751 0.2454 4.5501 7.8496 0.0794 1.2718
2014 26.7571 6.5381 0.2663 5.4180 16.3376 0.0852 1.5063 12.0308 3.8954 0.2532 4.6950 8.0998 0.0820 1.3123
2015 27.6781 6.7632 0.2755 5.6045 16.8999 0.0882 1.5582 12.5445 4.0617 0.2640 4.8955 8.4456 0.0855 1.3683
2016 28.5893 6.9858 0.2846 5.7890 17.4563 0.0911 1.6095 13.0000 4.2092 0.2736 5.0732 8.7522 0.0886 1.4180
2017 29.2626 7.1503 0.2913 5.9254 17.8674 0.0932 1.6474 13.4355 4.3502 0.2828 5.2432 9.0455 0.0915 1.4655

##Grafik 3 Tier 2 emisi metan dari fermentasi enterik provinsi Jawa Timur

##Grafik 4 Tier 2 emisi metan dari manajemen manur provinsi Jawa Timur

##Tabel 9 Tier 2 Prediksi emisi metan dari fermentasi enterik provinsi Jawa Timur
Year Beef.Cattle.Male.Adult Beef.Cattle.Female.Adult.Nonlactation Beef.Cattle.Female.Adult.Lactation Beef.Cattle.Male.Young Beef.Cattle.Female.Young Beef.Cattle.Male.Kid Beef.Cattle.Male.Kid.1 Dairy.Cattle.Male.Adult Dairy.Cattle.Female.Nonlactation Dairy.Cattle.Female.Lactation Dairy.Cattle.Male.Young Dairy.Cattle.Female.Young Dairy.Cattle.Male.Kid Dairy.Cattle.Female.Kid
2015 68.48696 36.60001 89.81850 15.86739 26.67468 2.188758 3.194712 3.337019 2.143089 6.318053 1.081306 1.808122 0.1646612 0.2375630
2016 69.98336 37.39970 91.78099 16.21409 27.25751 2.236585 3.264517 3.394290 2.179868 6.426482 1.099864 1.839155 0.1674897 0.2416442
2017 71.47977 38.19939 93.74348 16.56078 27.84035 2.284413 3.334322 3.451562 2.216647 6.534911 1.118422 1.870187 0.1703182 0.2457255
2018 72.97617 38.99907 95.70597 16.90748 28.42318 2.332240 3.404127 3.508833 2.253427 6.643340 1.136980 1.901220 0.1731467 0.2498067
2019 74.47258 39.79876 97.66846 17.25418 29.00601 2.380067 3.473931 3.566105 2.290206 6.751769 1.155538 1.932253 0.1759752 0.2538879
2020 75.96898 40.59845 99.63095 17.60087 29.58885 2.427894 3.543736 3.623376 2.326986 6.860198 1.174096 1.963286 0.1788036 0.2579691
2021 77.46539 41.39814 101.59344 17.94757 30.17168 2.475722 3.613541 3.680648 2.363765 6.968627 1.192654 1.994318 0.1816321 0.2620503
2022 78.96179 42.19782 103.55593 18.29427 30.75452 2.523549 3.683346 3.737919 2.400544 7.077056 1.211213 2.025351 0.1844606 0.2661315
2023 80.45819 42.99751 105.51842 18.64096 31.33735 2.571376 3.753151 3.795191 2.437324 7.185486 1.229771 2.056384 0.1872891 0.2702127
2024 81.95460 43.79720 107.48091 18.98766 31.92019 2.619204 3.822956 3.852462 2.474103 7.293914 1.248329 2.087416 0.1901176 0.2742939
2025 83.45100 44.59689 109.44340 19.33435 32.50302 2.667031 3.892761 3.909734 2.510882 7.402344 1.266887 2.118449 0.1929461 0.2783752
##Tabel 10 Tier 2 Prediksi emisi metan dari manajemen manure provinsi Jawa Timur
Year Beef.Cattle.Male.Adult Beef.Cattle.Female.Adult.Nonlactation Beef.Cattle.Female.Adult.Lactation Beef.Cattle.Male.Young Beef.Cattle.Female.Young Beef.Cattle.Male.Kid Beef.Cattle.Male.Kid.1 Dairy.Cattle.Male.Adult Dairy.Cattle.Female.Nonlactation Dairy.Cattle.Female.Lactation Dairy.Cattle.Male.Young Dairy.Cattle.Female.Young Dairy.Cattle.Male.Kid Dairy.Cattle.Female.Kid
2015 17.44157 6.979924 28.56520 1.608129 5.78414 0.0909988 0.2843479 8.793164 4.228868 13.06075 1.424638 5.096956 0.0889867 0.2748776
2016 17.82266 7.132429 29.18934 1.643268 5.91052 0.0929903 0.2905630 8.944069 4.301443 13.28490 1.449081 5.184426 0.0905133 0.2796006
2017 18.20376 7.284935 29.81348 1.678407 6.03690 0.0949818 0.2967782 9.094974 4.374018 13.50904 1.473524 5.271896 0.0920400 0.2843236
2018 18.58486 7.437440 30.43761 1.713547 6.16328 0.0969733 0.3029933 9.245880 4.446593 13.73319 1.497967 5.359367 0.0935667 0.2890467
2019 18.96596 7.589945 31.06175 1.748686 6.28966 0.0989648 0.3092085 9.396786 4.519169 13.95733 1.522410 5.446837 0.0950933 0.2937697
2020 19.34706 7.742451 31.68589 1.783826 6.41604 0.1009564 0.3154236 9.547691 4.591744 14.18148 1.546853 5.534307 0.0966200 0.2984927
2021 19.72815 7.894956 32.31002 1.818965 6.54242 0.1029479 0.3216388 9.698596 4.664319 14.40562 1.571296 5.621778 0.0981467 0.3032158
2022 20.10925 8.047462 32.93416 1.854104 6.66880 0.1049394 0.3278539 9.849502 4.736894 14.62977 1.595739 5.709248 0.0996733 0.3079388
2023 20.49035 8.199967 33.55830 1.889244 6.79518 0.1069309 0.3340691 10.000407 4.809469 14.85391 1.620182 5.796718 0.1012000 0.3126618
2024 20.87145 8.352473 34.18244 1.924383 6.92156 0.1089224 0.3402842 10.151313 4.882044 15.07806 1.644625 5.884188 0.1027267 0.3173848
2025 21.25255 8.504978 34.80657 1.959522 7.04794 0.1109139 0.3464994 10.302218 4.954619 15.30220 1.669068 5.971659 0.1042533 0.3221079