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LAMPIRAN-LAMPIRAN
LAMPIRAN 1
LEMBAR ASISTENSI
LAMPIRAN 2
DOKUMENTASI DAN VALIDASI LAPANGAN SUHU PERMUKAAN
Tabel 1 Hasil validasi suhu permukaan Kota Surakarta tahun 2017
No
Koordinat Suhu Infra
Merah
(°C)
Suhu Digital
(°C) X Y
1 477905.490 9166403.547 32.00 30.70
2 477998.662 9166362.841 33.60 31.00
3 478043.480 9166465.451 32.10 33.50
4 478909.025 9165730.158 33.20 33.60
5 479028.505 9165779.679 32.90 30.30
6 479221.143 9165603.463 34.70 36.50
7 479892.589 9165365.957 34.70 33.10
8 480336.516 9164629.528 34.40 34.40
9 480497.558 9164609.828 32.60 36.50
10 480594.454 9164114.969 33.85 36.00
11 480839.515 9163877.027 41.30 36.30
12 480832.097 9164372.690 34.50 30.90
13 482338.924 9164048.572 40.30 35.80
14 482046.337 9164138.369 37.60 38.80
15 483655.254 9164623.883 32.70 32.60
16 483799.359 9164707.864 32.80 32.30
17 483885.418 9164342.505 35.00 34.60
18 482479.313 9163930.975 33.20 31.20
19 477278.418 9164732.458 37.70 36.40
20 482630.488 9162059.253 37.30 35.20
21 481125.322 9162808.846 37.00 36.20
22 481149.654 9162724.214 34.30 34.00
23 481020.767 9162638.395 38.20 38.40
24 480358.768 9162850.002 36.50 34.30
25 480226.407 9161695.869 37.70 36.90
26 480293.992 9161481.291 36.40 35.90
Gambar 1. Pengukuran suhu di tanah berpasir (Sumber: Dokumentasi Mutiah Nurul H)
Gambar 2. Pengukuran suhu di aspal (Sumber: Dokumentasi Mutiah Nurul H)
Gambar 3. Pengukuran suhu di tanah berumput (Sumber: Dokumentasi Mutiah Nurul
H)
Gambar 3. Pengukuran suhu di tanah lembab (Sumber: Dokumentasi Mutiah Nurul H)
LAMPIRAN 3
DOKUMENTASI DAN VALIDASI LAPANGAN KLASIFIKASI SUPERVISED
Tabel. 1 Hasil validasi tutupan lahan Kota Surakarta
No Koordinat
Hasil survey lapangan Keterangan X Y
1 477,403.036 9,164,706.204 pemukiman dan lahan kosong SESUAI
2 477,349.290 9,164,740.270 pemukiman komplek SESUAI
3 477,349.290 9,163,709.179 pemukiman komplek SESUAI
4 477,515.021 9,163,536.332 pemukiman komplek SESUAI
5 479,340.253 9,162,099.510 ruko / kawasan industri SESUAI
6 479,761.470 9,162,209.576 pemukiman komplek SESUAI
7 479,728.662 9,162,273.077 pemukiman dan lahan kosong SESUAI
8 480,186.524 9,162,465.958 pemukiman komplek SESUAI
9 480,090.480 9,162,649.976 pemukiman komplek SESUAI
10 480,065.080 9,162,757.927 pemukiman SESUAI
11 480,358.768 9,162,850.002 pemukiman dan ruko SESUAI
12 481,146.488 9,162,710.023 lapangan bervegetasi dan pertokoan kecil SESUAI
13 481,179.598 9,162,768.761 pertokoan dan pasar SESUAI
14 482,630.488 9,162,059.253 Sungai Bengawan Solo SESUAI
15 482,399.882 9,162,768.761 Sungai Bengawan Solo TIDAK SESUAI
16 481,019.790 9,165,074.699 pemukiman komplek SESUAI
17 482,046.337 9,164,138.369 Lahan terbuka TIDAK SESUAI
18 482,841.284 9,163,896.977 perumahan komplek SESUAI
19 479,514.620 9,165,674.461 Sungai TIDAK SESUAI
20 483,229.830 9,163,866.450 pemukiman dan lahan koson SESUAI
21 480,035.200 9,165,453.030 sungai dan pemukiman TIDAK SESUAI
22 482,129.130 9,161,217.420 kawasan pertokoan/industri SESUAI
23 485,460.030 9,166,187.414 Semak belukar SESUAI
24 484,774.297 9,168,256.577 Semak belukar TIDAK SESUAI
25 483,753.046 9,166,583.631 Semak belukar SESUAI
26 477,503.029 9,166,025.604 Sawah SESUAI
27 477,183.730 9,166,801.182 Sawah TIDAK SESUAI
28 476,284.494 9,167,276.555 Sawah SESUAI
29 476,932.569 9,162,125.240 Sawah SESUAI
30 475,439.867 9,161,028.724 Sawah SESUAI
31 476,809.337 9,160,791.393 Sawah SESUAI
32 481,916.090 9,160,495.222 Sungai Bengawan Solo SESUAI
33 482,403.887 9,161,027.370 Sungai Bengawan Solo SESUAI
Gambar 1. Sungai Bengawan Solo (Sumber: Dokumentasi Pribadi)
Gambar 2. Sawah (Sumber: Dokumentasi Pribadi)
Gambar 3 Pemukiman dan lahan kosong (Sumber: Dokumentasi Mutiah Nurul H)
Gambar 4. Lahan Kosong (Sumber: Dokumentasi Mutiah Nurul H)
Gambar 5. Semak belukar (Sumber: Dokumentasi Pribadi)
LAMPIRAN 4
PERUBAHAN LUAS KLASIFIKASI SUPERVISED TIAP KECAMATAN
Tabel 1. Perubahan Luas Tutupan Lahan Kecamatan Banjarsari
KELAS LUAS PADA KECAMATAN BANJARSARI (HA)
1997 2007 2017
BADAN AIR 76.590 144.090 18.470
DAERAH PERTANIAN 75.690 19.440 18.215
LAHAN TERBANGUN 841.320 1006.380 1346.504
LAHAN TERBUKA 97.110 146.790 3.878
SEMAK BELUKAR 466.650 240.660 22.934
Tabel 2. Perubahan Luas Tutupan Lahan Kecamatan Jebres
KELAS LUAS PADA KECAMATAN JEBRES (HA)
1997 2007 2017
BADAN AIR 48.240 129.960 30.318
DAERAH PERTANIAN 130.950 41.850 31.714
LAHAN TERBANGUN 605.610 782.100 1110.535
LAHAN TERBUKA 70.740 120.600 3.533
SEMAK BELUKAR 541.710 322.740 81.899
Tabel 3. Perubahan Luas Tutupan Lahan Kecamatan Laweyan
KELAS LUAS PADA KECAMATAN LAWEYAN (HA)
1997 2007 2017
BADAN AIR 49.140 80.460 4.455
DAERAH PERTANIAN 45.450 7.650 12.168
LAHAN TERBANGUN 572.400 661.140 834.375
LAHAN TERBUKA 85.230 127.080 2.770
SEMAK BELUKAR 218.7 94.59 10.232
Tabel 4. Perubahan Luas Tutupan Lahan Kecamatan Pasar Kliwon
KELAS
LUAS PADA KECAMATAN PASAR KLIWON (HA)
1997 2007 2017
BADAN AIR 17.640 31.590 6.614
DAERAH PERTANIAN 11.160 5.940 0.385
LAHAN TERBANGUN 340.830 362.610 474.080
LAHAN TERBUKA 27.180 38.340 0.000
SEMAK BELUKAR 98.280 56.610 0.921
Tabel 5. Perubahan Luas Tutupan Lahan Kecamatan Pasar Kliwon
KELAS LUAS PADA KECAMATAN SERENGAN (HA)
1997 2007 2017
BADAN AIR 10.260 11.880 2.764
DAERAH PERTANIAN 4.950 0.720 0.119
LAHAN TERBANGUN 232.560 244.260 315.690
LAHAN TERBUKA 16.740 28.260 0.031
SEMAK BELUKAR 45.450 24.840 0.396
LAMPIRAN 5
SUHU KLASIFIKASI PER SATUAN LUAS
Tabel 1. suhu tutupan lahan kelas badan air per satuan luas
BADAN AIR
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
1 0.18 25.5 GOOD 0.54 28.5 GOOD 0.09 28.5 OUTLIER
2 0.09 25.5 GOOD 0.27 28.5 GOOD 0.54 28.5 OUTLIER
3 0.63 25.5 GOOD 0.45 27.9 GOOD 0.27 31.5 OUTLIER
4 0.09 25.5 GOOD 0.27 28.5 GOOD 0.18 31.5 OUTLIER
5 0.09 28.5 OUTLIER 1.08 28.5 GOOD 0.09 28.5 OUTLIER
6 0.18 25.5 GOOD 0.27 28.5 GOOD 0.18 31.5 OUTLIER
7 0.18 25.5 GOOD 0.18 28.5 GOOD 0.18 31.5 OUTLIER
8 0.45 24.3 OUTLIER 0.09 25.5 OUTLIER 0.18 31.5 OUTLIER
9 0.45 25.5 GOOD 0.27 28.5 GOOD 0.18 28.5 OUTLIER
10 0.18 24 OUTLIER 0.09 28.5 GOOD 0.09 31.5 OUTLIER
11 0.36 28.5 OUTLIER 0.18 28.5 GOOD 0.18 31.5 OUTLIER
12 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
13 0.09 25.5 GOOD 0.09 28.5 GOOD 0.27 34.5 GOOD
14 0.09 28.5 OUTLIER 0.09 28.5 GOOD 1.8 31.5 OUTLIER
15 0.27 25.5 GOOD 0.72 26.625 OUTLIER 0.18 33 OUTLIER
16 0.09 28.5 OUTLIER 0.09 28.5 GOOD 0.09 31.5 OUTLIER
17 0.18 25.5 GOOD 0.18 28.5 GOOD 0.45 31.5 OUTLIER
18 0.18 25.5 GOOD 0.72 28.5 GOOD 0.9 31.5 OUTLIER
19 0.09 25.5 GOOD 0.72 28.5 GOOD 0.18 31.5 OUTLIER
20 0.27 25.5 GOOD 0.09 28.5 GOOD 0.54 31.5 OUTLIER
21 0.09 25.5 GOOD 0.27 28.5 GOOD 7.02 34.5 GOOD
22 0.18 25.5 GOOD 0.18 27 OUTLIER 0.27 34.5 GOOD
23 0.27 25.5 GOOD 0.09 28.5 GOOD 3.24 31.5 OUTLIER
24 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
25 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
26 0.54 25.5 GOOD 0.18 25.5 OUTLIER 0.09 34.5 GOOD
27 0.27 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
28 0.09 25.5 GOOD 0.09 28.5 GOOD 2.34 33.807
69 OUTLIER
29 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
30 1.35 25.5 GOOD 0.09 25.5 OUTLIER 0.18 34.5 GOOD
31 0.09 25.5 GOOD 0.63 28.5 GOOD 0.27 31.5 OUTLIER
32 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
33 0.36 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
34 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 31.5 OUTLIER
35 0.09 25.5 GOOD 0.27 28.5 GOOD 2.88 32.906 OUTLIER
36 0.09 25.5 GOOD 0.18 28.5 GOOD 1.26 34.285 GOOD
37 0.09 28.5 OUTLIER 0.27 28.5 GOOD 0.09 31.5 OUTLIER
38 0.54 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 GOOD
39 0.18 25.5 GOOD 0.09 28.5 GOOD 0.27 31.5 OUTLIER
BADAN AIR
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
40 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
41 0.36 25.5 GOOD 0.45 28.5 GOOD 0.09 31.5 OUTLIER
42 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
43 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
44 0.09 25.5 GOOD 0.18 28.5 GOOD 0.36 34.5 GOOD
45 0.09 25.5 GOOD 0.09 28.5 GOOD 0.9 34.5 GOOD
46 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
47 0.09 25.5 GOOD 0.18 28.5 GOOD 0.18 36 GOOD
48 1.08 25.5 GOOD 0.09 28.5 GOOD 0.45 34.5 GOOD
49 0.18 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
50 0.09 25.5 GOOD 0.54 28 GOOD 0.09 31.5 OUTLIER
51 0.09 25.5 GOOD 0.18 28.5 GOOD 0.18 34.5 GOOD
52 0.09 28.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
53 0.27 25.5 GOOD 0.18 28.5 GOOD 0.72 34.5 GOOD
54 0.36 25.5 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
55 0.09 25.5 GOOD 0.09 28.5 GOOD 1.35 34.3 GOOD
56 0.09 25.5 GOOD 0.54 28.5 GOOD 0.9 36.3 GOOD
57 0.09 25.5 GOOD 0.27 28.5 GOOD 0.09 37.5 GOOD
58 0.18 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 GOOD
59 1.08 25.75 GOOD 0.36 28.5 GOOD 0.09 37.5 GOOD
60 0.27 25.5 GOOD 0.09 28.5 GOOD 0.72 34.5 GOOD
61 0.27 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
62 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
63 0.09 25.5 GOOD 0.18 27 OUTLIER 0.09 31.5 OUTLIER
64 0.09 25.5 GOOD 0.09 28.5 GOOD 2.25 31.5 OUTLIER
65 0.27 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
66 0.09 25.5 GOOD 0.09 28.5 GOOD 0.81 37.5 GOOD
67 0.18 25.5 GOOD 0.18 28.5 GOOD 0.45 36.9 GOOD
68 0.09 28.5 OUTLIER 0.81 28.5 GOOD 0.09 34.5 GOOD
69 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
70 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 40.5 OUTLIER
71 0.27 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 GOOD
72 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
73 0.09 25.5 GOOD 0.54 28 GOOD 0.27 34.5 GOOD
74 0.45 28.5 OUTLIER 1.17 28.5 GOOD 0.09 34.5 GOOD
75 0.36 27.75 GOOD 0.18 28.5 GOOD 0.18 37.5 GOOD
76 0.09 25.5 GOOD 0.18 28.5 GOOD 0.18 34.5 GOOD
77 0.09 25.5 GOOD 0.27 28.5 GOOD 0.09 31.5 OUTLIER
78 0.09 25.5 GOOD 0.09 28.5 GOOD 0.63 35.785 GOOD
79 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
80 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 40.5 OUTLIER
BADAN AIR
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
81 0.09 25.5 GOOD 0.36 28.5 GOOD 0.09 34.5 GOOD
82 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 31.5 OUTLIER
83 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
84 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
85 0.18 25.5 GOOD 0.09 28.5 GOOD 0.27 35.5 GOOD
86 0.09 25.5 GOOD 0.18 28.5 GOOD 0.63 35.35 GOOD
87 0.09 25.5 GOOD 0.27 28.5 GOOD 0.9 34.5 GOOD
88 0.27 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
89 0.09 25.5 GOOD 0.27 28.5 GOOD 0.18 40.5 OUTLIER
90 0.09 28.5 OUTLIER 0.09 28.5 GOOD 0.09 40.5 OUTLIER
91 0.27 25.5 GOOD 0.27 28.5 GOOD 0.09 40.5 OUTLIER
92 0.36 25.5 GOOD 0.18 28.5 GOOD 0.09 37.5 GOOD
93 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
94 0.18 25.5 GOOD 0.27 27.5 GOOD 0.27 36.5 GOOD
95 0.09 25.5 GOOD 0.27 28.5 GOOD 0.09 37.5 GOOD
96 0.09 25.5 GOOD 0.72 28.5 GOOD 0.09 37.5 GOOD
97 0.09 25.5 GOOD 0.18 28.5 GOOD 3.33 34.418 GOOD
98 0.09 25.5 GOOD 0.18 28.5 GOOD 0.36 37.5 GOOD
99 0.09 25.5 GOOD 0.54 28.5 GOOD 0.45 34.5 GOOD
100 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 GOOD
Tabel 2. Suhu tutupan lahan kelas daerah pertanian per satuan luas
DAERAH PERTANIAN
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
1 0.27 25.5 GOOD 1.08 25.5 OUTLIER 0.09 31.5 OUTLIER
2 0.18 25.5 GOOD 1.17 25.5 OUTLIER 0.18 28.5 OUTLIER
3 5.99 23.15609 OUTLIER 0.09 25.5 OUTLIER 0.36 28.5 OUTLIER
4 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.09 28.5 OUTLIER
5 0.18 25.5 GOOD 0.36 27.75 GOOD 13.5 33.64 OUTLIER
6 0.45 25.5 GOOD 5.49 25.59836 OUTLIER 0.09 34.5 GOOD
7 0.09 25.5 GOOD 0.09 28.5 GOOD 1.89 34.5 GOOD
8 0.36 25.5 GOOD 0.36 25.5 OUTLIER 0.72 34.5 GOOD
9 0.36 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 GOOD
10 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
11 0.54 25.5 GOOD 0.36 27 GOOD 0.63 34.5 GOOD
12 0.63 25.5 GOOD 0.9 28.5 GOOD 9.18 33.76471 OUTLIER
13 5.76 25.5 GOOD 0.09 25.5 OUTLIER 0.27 34.5 GOOD
14 0.09 25.5 GOOD 0.54 25.5 OUTLIER 0.09 34.5 GOOD
15 0.36 25.5 GOOD 0.36 25.5 OUTLIER 0.09 34.5 GOOD
16 0.81 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
17 0.09 25.5 GOOD 0.72 25.5 OUTLIER 0.09 34.5 GOOD
18 6.4 23.69531 OUTLIER 0.09 28.5 GOOD 0.18 34.5 GOOD
19 0.27 25.5 GOOD 0.63 28.5 GOOD 0.36 34.5 GOOD
20 0.09 25.5 GOOD 0.9 25.5 OUTLIER 0.09 34.5 GOOD
21 0.72 25.5 GOOD 0.81 28.5 GOOD 0.45 34.5 GOOD
22 0.27 25.5 GOOD 0.09 25.5 OUTLIER 0.18 36 GOOD
23 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 37.5 GOOD
24 0.09 25.5 GOOD 0.09 28.5 GOOD 1.17 34.96154 GOOD
25 0.09 25.5 GOOD 0.09 28.5 GOOD 10.53 32.98718 OUTLIER
26 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 31.5 OUTLIER
27 1.35 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 GOOD
28 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 GOOD
29 0.09 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 GOOD
30 3.15 25.5 GOOD 0.18 27 GOOD 0.18 34.5 GOOD
31 0.27 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
32 0.09 25.5 GOOD 0.27 27.5 GOOD 0.09 34.5 GOOD
33 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 GOOD
34 0.09 25.5 GOOD 0.54 27.5 GOOD 0.27 35.5 GOOD
35 0.81 25.5 GOOD 0.09 28.5 GOOD 0.18 31.5 OUTLIER
36 0.18 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 GOOD
37 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
38 0.27 25.5 GOOD 0.27 28.5 GOOD 0.09 31.5 OUTLIER
39 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
DAERAH PERTANIAN
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
40 0.18 25.5 GOOD 0.27 26.5 GOOD 0.18 36 GOOD
41 5.94 25.5 GOOD 0.09 28.5 GOOD 0.99 33.68182 OUTLIER
42 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 GOOD
43 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
44 0.09 25.5 GOOD 0.27 25.5 OUTLIER 0.18 37.5 GOOD
45 0.09 25.5 GOOD 0.81 26.5 GOOD 0.9 34.5 GOOD
46 7.38 25.5 GOOD 0.09 31.5 OUTLIER 0.09 34.5 GOOD
47 0.18 25.5 GOOD 0.54 25.5 OUTLIER 0.09 34.5 GOOD
48 0.09 25.5 GOOD 0.72 26.25 GOOD 0.09 34.5 GOOD
49 0.36 25.5 GOOD 1.26 25.71429 GOOD 0.18 37.5 GOOD
50 0.09 25.5 GOOD 0.09 28.5 GOOD 1.89 34.5 GOOD
51 0.18 25.5 GOOD 0.09 28.5 GOOD 6.12 34.5 GOOD
52 0.27 25.5 GOOD 0.09 25.5 OUTLIER 2.43 34.27778 GOOD
53 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 GOOD
54 0.27 25.5 GOOD 0.09 28.5 GOOD 0.54 34.5 GOOD
55 0.27 25.5 GOOD 0.81 26.16667 GOOD 3.06 33.44118 OUTLIER
56 0.27 25.5 GOOD 0.18 25.5 OUTLIER 0.09 34.5 GOOD
57 0.09 25.5 GOOD 0.27 26.5 GOOD 0.09 34.5 GOOD
58 0.63 25.5 GOOD 1.44 26.4375 GOOD 4.59 34.55882 GOOD
59 0.72 25.5 GOOD 0.63 25.5 OUTLIER 0.36 34.5 GOOD
60 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.99 33.13636 OUTLIER
61 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
62 0.45 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
63 0.99 25.5 GOOD 0.45 26.7 GOOD 0.09 34.5 GOOD
64 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
65 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
66 0.81 25.5 GOOD 0.36 27 GOOD 0.36 34.5 GOOD
67 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 GOOD
68 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 GOOD
69 0.09 25.5 GOOD 0.18 27 GOOD 0.09 34.5 GOOD
70 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 37.5 GOOD
71 0.36 25.5 GOOD 0.09 28.5 GOOD 0.81 34.5 GOOD
72 0.45 25.5 GOOD 0.09 28.5 GOOD 4.32 34.6875 GOOD
73 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
74 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.18 34.5 GOOD
75 0.09 25.5 GOOD 0.09 28.5 GOOD 1.17 33.57692 OUTLIER
76 0.63 25.5 GOOD 0.81 25.5 OUTLIER 0.81 34.83333 GOOD
77 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
78 0.45 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
79 0.09 25.5 GOOD 0.36 25.5 OUTLIER 0.54 34.5 GOOD
80 0.09 25.5 GOOD 0.27 25.5 OUTLIER 0.09 34.5 GOOD
DAERAH PERTANIAN
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
81 0.63 25.5 GOOD 0.09 28.5 GOOD 0.36 37.5 GOOD
82 0.36 25.5 GOOD 0.36 27 GOOD 0.09 34.5 GOOD
83 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
84 3.51 25.5 GOOD 1.26 25.92857 GOOD 0.18 34.5 GOOD
85 0.27 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
86 0.27 25.5 GOOD 0.09 28.5 GOOD 0.72 36 GOOD
87 0.09 25.5 GOOD 0.18 25.5 OUTLIER 0.27 34.5 GOOD
88 0.27 25.5 GOOD 0.18 27 GOOD 0.9 34.5 GOOD
89 0.09 25.5 GOOD 1.44 24.75 OUTLIER 0.18 37.5 GOOD
90 0.18 25.5 GOOD 0.18 28.5 GOOD 0.18 34.5 GOOD
91 0.09 25.5 GOOD 1.53 25.85294 GOOD 0.09 34.5 GOOD
92 1.62 25.5 GOOD 0.18 25.5 OUTLIER 0.45 38.7 GOOD
93 0.18 22.5 OUTLIER 0.09 25.5 OUTLIER 0.09 37.5 GOOD
94 0.18 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 GOOD
95 0.18 25.5 GOOD 0.09 28.5 GOOD 0.27 31.5 OUTLIER
96 0.36 22.5 OUTLIER 0.27 25.5 OUTLIER 0.09 37.5 GOOD
97 1.08 25.5 GOOD 0.45 25.5 OUTLIER 0.09 37.5 GOOD
98 2.88 25.5 GOOD 0.09 25.5 OUTLIER 0.09 37.5 GOOD
99 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
100 0.18 25.5 GOOD 0.27 26.5 GOOD 0.18 37.5 GOOD
Tabel 3. Suhu tutupan lahan kelas lahan terbangun per satuan luas
LAHAN TERBANGUN
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
1 0.09 25.5 GOOD 1.44 28.5 GOOD 0.09 31.5 OUTLIER
2 0.09 25.5 GOOD 359.65 30.038 OUTLIER 404.78 36.825 GOOD
3 0.54 25.5 GOOD 0.09 28.5 GOOD 0.09 28.5 OUTLIER
4 0.27 25.5 GOOD 1.08 28.5 GOOD 8.01 31.5 OUTLIER
5 0.27 25.5 GOOD 0.09 28.5 GOOD 1.63 34.5 OUTLIER
6 0.36 25.5 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
7 0.18 25.5 GOOD 0.18 25.5 OUTLIER 0.09 31.5 OUTLIER
8 4.05 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 OUTLIER
9 0.36 25.5 GOOD 0.99 28.5 GOOD 0.09 34.5 OUTLIER
10 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 OUTLIER
11 0.18 25.5 GOOD 0.09 25.5 OUTLIER 2.34 37.5 GOOD
12 0.09 25.5 GOOD 0.36 28.5 GOOD 0.18 37.5 GOOD
13 0.09 25.5 GOOD 0.09 28.5 GOOD 0.27 34.5 OUTLIER
14 5.58 25.5 GOOD 0.36 28.5 GOOD 0.18 36 GOOD
15 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
16 0.18 25.5 GOOD 0.45 28.5 GOOD 0.63 37.071 GOOD
17 0.09 25.5 GOOD 13.32 31.743 OUTLIER 1.71 36.868 GOOD
18 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
19 0.09 25.5 GOOD 0.27 28.5 GOOD 0.36 34.5 OUTLIER
20 0.27 25.5 GOOD 0.36 28.5 GOOD 0.09 34.5 OUTLIER
21 0.09 25.5 GOOD 0.36 28.5 GOOD 0.09 34.5 OUTLIER
22 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
23 0.18 25.5 GOOD 0.18 28.5 GOOD 2.07 37.5 GOOD
24 3.33 25.5 GOOD 0.27 25.5 OUTLIER 0.18 34.5 OUTLIER
25 0.18 25.5 GOOD 0.09 28.5 GOOD 0.27 34.5 OUTLIER
26 0.09 25.5 GOOD 0.45 28.5 GOOD 0.18 36 GOOD
27 0.18 25.5 GOOD 0.09 28.5 GOOD 0.27 34.5 OUTLIER
28 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
29 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
30 0.45 25.5 GOOD 0.09 25.5 OUTLIER 1.26 34.928 GOOD
31 0.36 25.5 GOOD 0.09 25.5 OUTLIER 0.54 35.5 GOOD
32 0.18 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 OUTLIER
33 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.63 37.5 GOOD
34 0.54 25.5 GOOD 0.54 28 GOOD 0.09 37.5 GOOD
35 2.07 25.891 GOOD 0.9 28.5 GOOD 0.27 34.5 OUTLIER
36 0.18 25.5 GOOD 0.81 28.5 GOOD 0.09 34.5 OUTLIER
37 0.09 25.5 GOOD 0.54 28.5 GOOD 0.09 37.5 GOOD
LAHAN TERBANGUN
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
38 0.27 25.5 GOOD 4.68 28.5 GOOD 4.05 34.366 OUTLIER
39 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 OUTLIER
40 0.18 25.5 GOOD 1.89 28.785 GOOD 0.09 37.5 GOOD
41 0.09 25.5 GOOD 0.18 25.5 OUTLIER 0.09 34.5 OUTLIER
42 0.09 25.5 GOOD 0.45 27.3 GOOD 1.8 36.3 GOOD
43 0.09 25.5 GOOD 0.9 28.5 GOOD 0.45 37.5 GOOD
44 0.09 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
45 0.18 25.5 GOOD 0.18 28.5 GOOD 0.27 34.5 OUTLIER
46 0.63 25.5 GOOD 1.8 28.5 GOOD 0.18 37.5 GOOD
47 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.18 37.5 GOOD
48 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 37.5 GOOD
49 0.54 25.5 GOOD 0.54 26 OUTLIER 0.72 34.125 OUTLIER
50 0.18 25.5 GOOD 0.09 28.5 GOOD 0.54 35.5 GOOD
51 0.18 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
52 0.09 25.5 GOOD 0.18 25.5 OUTLIER 0.09 37.5 GOOD
53 0.27 25.5 GOOD 0.18 25.5 OUTLIER 0.18 37.5 GOOD
54 0.09 25.5 GOOD 0.09 25.5 OUTLIER 6.84 37.5 GOOD
55 0.45 25.5 GOOD 0.09 28.5 GOOD 0.27 34.5 OUTLIER
56 0.09 25.5 GOOD 0.45 28.5 GOOD 0.09 34.5 OUTLIER
57 0.45 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
58 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 OUTLIER
59 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 34.5 OUTLIER
60 0.72 26.625 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
61 0.18 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 OUTLIER
62 0.18 25.5 GOOD 0.09 25.5 OUTLIER 0.45 36.3 GOOD
63 0.27 25.5 GOOD 0.09 28.5 GOOD 0.27 34.5 OUTLIER
64 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 OUTLIER
65 0.09 25.5 GOOD 0.09 28.5 GOOD 0.27 37.5 GOOD
66 0.27 25.5 GOOD 7.92 28.431 GOOD 0.45 34.5 OUTLIER
67 0.09 25.5 GOOD 0.18 28.5 GOOD 0.09 34.5 OUTLIER
68 0.9 25.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
69 0.18 25.5 GOOD 0.09 25.5 OUTLIER 0.45 37.5 GOOD
70 2.25 25.5 GOOD 0.63 28.071 GOOD 0.81 37.166
67 GOOD
71 0.09 25.5 GOOD 0.18 28.5 GOOD 0.36 37.5 GOOD
72 0.45 26.1 OUTLIER 0.99 28.5 GOOD 0.09 37.5 GOOD
73 0.09 28.5 OUTLIER 0.18 25.5 OUTLIER 0.09 37.5 GOOD
74 0.18 25.5 GOOD 0.09 25.5 OUTLIER 0.09 37.5 GOOD
75 0.54 25.5 GOOD 0.27 28.5 GOOD 0.09 37.5 GOOD
76 0.09 25.5 GOOD 0.99 27.681 GOOD 1.8 38.7 GOOD
LAHAN TERBANGUN
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
77 0.18 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 OUTLIER
78 0.27 25.5 GOOD 0.09 25.5 OUTLIER 0.18 34.5 OUTLIER
79 1.71 25.5 GOOD 0.72 28.5 GOOD 0.09 34.5 OUTLIER
80 0.36 25.5 GOOD 0.09 28.5 GOOD 1.26 35.571 GOOD
81 0.09 25.5 GOOD 0.27 28.5 GOOD 0.09 34.5 OUTLIER
82 0.18 25.5 GOOD 0.18 25.5 OUTLIER 0.18 34.5 OUTLIER
83 0.09 25.5 GOOD 0.99 28.5 GOOD 0.36 34.5 OUTLIER
84 1.71 25.5 GOOD 0.81 27.166 GOOD 0.18 34.5 OUTLIER
85 0.18 25.5 GOOD 0.09 28.5 GOOD 0.54 34.5 OUTLIER
86 0.27 25.5 GOOD 0.36 27 GOOD 0.09 37.5 GOOD
87 0.36 25.5 GOOD 0.63 28.928 GOOD 0.27 34.5 OUTLIER
88 0.18 25.5 GOOD 0.18 28.5 GOOD 0.09 37.5 GOOD
89 0.09 25.5 GOOD 0.09 28.5 GOOD 0.27 37.5 GOOD
90 0.09 25.5 GOOD 0.99 28.5 GOOD 0.09 37.5 GOOD
91 0.36 25.5 GOOD 0.27 28.5 GOOD 0.09 40.5 OUTLIER
92 0.09 25.5 GOOD 0.27 28.5 GOOD 0.18 37.5 GOOD
93 0.09 25.5 GOOD 19.35 31.039 OUTLIER 0.27 37.5 GOOD
94 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.09 34.5 OUTLIER
95 0.09 25.5 GOOD 0.36 28.5 GOOD 0.27 37.5 GOOD
96 0.09 25.5 GOOD 0.09 28.5 GOOD 0.36 34.5 OUTLIER
97 0.18 25.5 GOOD 0.81 28.5 GOOD 0.09 37.5 GOOD
98 0.18 25.5 GOOD 4.86 28.777 GOOD 0.63 40.071 OUTLIER
99 0.09 25.5 GOOD 0.09 28.5 GOOD 0.18 37.5 GOOD
100 0.09 25.5 GOOD 0.09 25.5 OUTLIER 0.27 37.5 GOOD
Tabel 4. Suhu tutupan lahan kelas lahan terbuka per satuan luas
LAHAN TERBUKA
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
1 0.27 25.5 OUTLIER 7.29 28.5 GOOD 0.09 31.5 OUTLIER
2 0.09 25.5 OUTLIER 0.27 28.5 GOOD 0.09 31.5 OUTLIER
3 0.27 25.5 OUTLIER 0.27 28.5 GOOD 0.18 34.5 OUTLIER
4 0.36 25.5 OUTLIER 0.54 28.5 GOOD 0.09 34.5 OUTLIER
5 0.09 25.5 OUTLIER 0.99 28.5 GOOD 0.09 34.5 OUTLIER
6 0.09 25.5 OUTLIER 0.27 25.5 OUTLIER 0.18 34.5 OUTLIER
7 0.09 25.5 OUTLIER 0.9 29.7 GOOD 0.09 37.5 GOOD
8 0.27 28.5 GOOD 0.72 28.5 GOOD 0.09 34.5 OUTLIER
9 0.09 25.5 OUTLIER 0.27 25.5 OUTLIER 0.09 34.5 OUTLIER
10 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
11 0.09 28.5 GOOD 0.18 24 OUTLIER 0.09 34.5 OUTLIER
12 0.18 25.5 OUTLIER 0.18 30 GOOD 0.09 34.5 OUTLIER
13 0.36 28.5 GOOD 0.36 27 OUTLIER 0.36 34.5 OUTLIER
14 0.18 27 GOOD 2.34 28.961 GOOD 0.18 36 GOOD
15 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
16 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
17 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
18 0.09 25.5 OUTLIER 0.99 28.5 GOOD 0.18 37.5 GOOD
19 0.63 25.5 OUTLIER 0.18 28.5 GOOD 0.09 37.5 GOOD
20 0.09 25.5 OUTLIER 0.36 28.5 GOOD 0.18 36 GOOD
21 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.45 34.5 OUTLIER
22 0.09 25.5 OUTLIER 0.54 28.5 GOOD 0.09 37.5 GOOD
23 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
24 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.18 34.5 OUTLIER
25 0.36 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
26 0.63 25.5 OUTLIER 0.27 28.5 GOOD 0.18 34.5 OUTLIER
27 0.36 25.5 OUTLIER 0.81 28.5 GOOD 0.09 34.5 OUTLIER
28 0.09 25.5 OUTLIER 0.09 25.5 OUTLIER 0.09 34.5 OUTLIER
29 0.09 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 OUTLIER
30 0.09 25.5 OUTLIER 0.18 27 OUTLIER 0.18 34.5 OUTLIER
31 0.09 25.5 OUTLIER 0.36 29.25 GOOD 0.18 34.5 OUTLIER
32 0.09 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 OUTLIER
33 0.09 28.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
34 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.18 34.5 OUTLIER
35 0.99 26.045 GOOD 6.57 28.5 GOOD 0.09 34.5 OUTLIER
36 0.09 25.5 OUTLIER 0.09 28.5 GOOD 1.08 34.75 OUTLIER
37 0.09 25.5 OUTLIER 0.09 25.5 OUTLIER 0.09 34.5 OUTLIER
38 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 34.5 OUTLIER
39 0.09 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 OUTLIER
LAHAN TERBUKA
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
40 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
41 0.27 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
42 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 34.5 OUTLIER
43 0.09 25.5 OUTLIER 0.27 28.5 GOOD 0.27 37.5 GOOD
44 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
45 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.36 36.75 GOOD
46 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
47 1.71 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
48 0.27 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
49 0.27 28.5 GOOD 0.18 28.5 GOOD 0.27 37.5 GOOD
50 0.09 25.5 OUTLIER 0.54 28.5 GOOD 0.09 37.5 GOOD
51 1.26 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
52 0.9 26.1 GOOD 0.09 28.5 GOOD 0.63 36.642 GOOD
53 0.09 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 OUTLIER
54 0.27 27.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
55 0.54 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
56 0.09 25.5 OUTLIER 0.09 25.5 OUTLIER 0.09 34.5 OUTLIER
57 0.63 28.5 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
58 0.09 28.5 GOOD 0.18 28.5 GOOD 0.09 37.5 GOOD
59 0.54 25.5 OUTLIER 0.09 25.5 OUTLIER 0.09 37.5 GOOD
60 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 37.5 GOOD
61 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
62 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
63 0.18 25.5 OUTLIER 0.09 31.5 OUTLIER 0.09 37.5 GOOD
64 0.09 25.5 OUTLIER 3.42 30 GOOD 0.54 34.5 OUTLIER
65 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
66 0.27 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
67 0.09 25.5 OUTLIER 0.27 31.5 OUTLIER 0.09 37.5 GOOD
68 0.45 26.1 GOOD 4.86 28.5 GOOD 0.09 34.5 OUTLIER
69 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
70 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.54 34.5 OUTLIER
71 0.27 28.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
72 0.09 25.5 OUTLIER 0.09 31.5 OUTLIER 0.09 34.5 OUTLIER
73 0.09 25.5 OUTLIER 0.36 28.5 GOOD 0.09 37.5 GOOD
74 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 37.5 GOOD
75 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 OUTLIER
76 0.18 27 GOOD 0.09 31.5 OUTLIER 0.09 34.5 OUTLIER
77 0.18 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 OUTLIER
78 1.89 26.642 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
79 0.81 28.166 GOOD 0.09 28.5 GOOD 0.09 34.5 OUTLIER
80 0.09 25.5 OUTLIER 0.63 28.5 GOOD 0.09 37.5 GOOD
LAHAN TERBUKA
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
81 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
82 0.09 25.5 OUTLIER 0.27 30.5 GOOD 0.09 34.5 OUTLIER
83 0.18 25.5 OUTLIER 0.09 31.5 OUTLIER 0.36 34.5 OUTLIER
84 0.09 28.5 GOOD 0.09 31.5 OUTLIER 0.09 31.5 OUTLIER
85 0.09 28.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
86 0.09 25.5 OUTLIER 0.09 31.5 OUTLIER 0.18 37.5 GOOD
87 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.27 35.5 GOOD
88 0.09 25.5 OUTLIER 0.36 28.5 GOOD 0.09 34.5 OUTLIER
89 0.18 28.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
90 0.18 25.5 OUTLIER 0.27 30.5 GOOD 0.09 34.5 OUTLIER
91 0.18 28.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
92 0.27 28.5 GOOD 0.27 31.5 OUTLIER 0.09 34.5 OUTLIER
93 0.81 26.166 GOOD 0.18 31.5 OUTLIER 0.18 34.5 OUTLIER
94 0.18 28.5 GOOD 0.09 31.5 OUTLIER 0.09 34.5 OUTLIER
95 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 37.5 GOOD
96 0.18 27 GOOD 0.09 31.5 OUTLIER 0.09 37.5 GOOD
97 0.09 25.5 OUTLIER 0.09 31.5 OUTLIER 0.18 37.5 GOOD
98 0.09 25.5 OUTLIER 0.45 27.9 GOOD 0.18 34.5 OUTLIER
99 0.09 25.5 OUTLIER 2.25 28.5 GOOD 0.09 37.5 GOOD
100 0.09 28.5 GOOD 0.09 31.5 OUTLIER 0.09 34.5 OUTLIER
Tabel 5. Suhu tutupan lahan kelas semak belukar per satuan luas
SEMAK BELUKAR
NO
1997 2007 2017
LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA LUAS (Ha)
SUHU (ºC)
DATA
1 30.68 25.021 OUTLIER 10.98 27.565 GOOD 0.18 31.5 OUTLIER
2 0.09 25.5 OUTLIER 3.24 28.333 GOOD 6.81 32.279 OUTLIER
3 0.54 25.5 OUTLIER 9.62 26.731 GOOD 12.1 31.583 OUTLIER
4 0.09 28.5 GOOD 1.08 28.5 GOOD 0.27 31.5 OUTLIER
5 0.45 24.9 OUTLIER 0.99 27.954 GOOD 0.36 31.5 OUTLIER
6 0.09 22.5 OUTLIER 2.16 28.5 GOOD 0.09 31.5 OUTLIER
7 0.45 23.7 OUTLIER 0.72 28.5 GOOD 5.13 31.763 OUTLIER
8 0.27 25.5 OUTLIER 0.09 28.5 GOOD 0.27 34.5 GOOD
9 0.09 25.5 OUTLIER 1.08 28.5 GOOD 0.09 31.5 OUTLIER
10 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.72 31.5 OUTLIER
11 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.27 31.5 OUTLIER
12 0.09 25.5 OUTLIER 0.54 28.5 GOOD 0.09 31.5 OUTLIER
13 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.18 33 OUTLIER
14 0.09 25.5 OUTLIER 9.76 26.535 GOOD 0.09 34.5 GOOD
15 2.7 25.5 OUTLIER 0.27 28.5 GOOD 0.09 31.5 OUTLIER
16 0.09 25.5 OUTLIER 3.96 28.022 GOOD 0.63 31.5 OUTLIER
17 1.26 27.428 GOOD 0.09 28.5 GOOD 0.09 31.5 OUTLIER
18 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 31.5 OUTLIER
19 0.18 25.5 OUTLIER 0.81 28.5 GOOD 2.79 34.596 GOOD
20 0.18 25.5 OUTLIER 2.7 28.5 GOOD 0.09 34.5 GOOD
21 0.63 25.5 OUTLIER 5.13 28.5 GOOD 0.09 34.5 GOOD
22 0.54 28 GOOD 0.09 25.5 OUTLIER 0.18 34.5 GOOD
23 0.09 25.5 OUTLIER 0.18 28.5 GOOD 3.51 34.115 GOOD
24 0.54 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
25 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.27 34.5 GOOD
26 0.18 28.5 GOOD 0.18 30 GOOD 0.63 34.5 GOOD
27 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
28 0.63 25.5 OUTLIER 2.61 27.672 GOOD 0.45 34.5 GOOD
29 1.08 25.5 OUTLIER 0.63 28.5 GOOD 0.18 34.5 GOOD
30 0.09 25.5 OUTLIER 0.18 28.5 GOOD 2.07 34.891 GOOD
31 3.42 25.894 GOOD 0.99 28.5 GOOD 0.09 34.5 GOOD
32 0.09 28.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
33 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.27 31.5 OUTLIER
34 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
35 0.63 28.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
36 1.17 26.192 GOOD 0.36 28.5 GOOD 0.18 34.5 GOOD
37 0.9 25.5 OUTLIER 0.18 28.5 GOOD 0.09 31.5 OUTLIER
38 0.18 25.5 OUTLIER 0.36 28.5 GOOD 0.09 34.5 GOOD
39 0.63 25.5 OUTLIER 0.63 26.785 GOOD 0.99 32.045 OUTLIER
40 0.09 25.5 OUTLIER 0.9 28.5 GOOD 0.09 37.5 GOOD
41 0.54 26.5 GOOD 0.36 28.5 GOOD 0.09 34.5 GOOD
42 0.99 25.5 OUTLIER 0.72 28.5 GOOD 0.09 31.5 OUTLIER
43 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
44 0.18 25.5 OUTLIER 0.54 28.5 GOOD 0.18 34.5 GOOD
45 1.26 25.5 OUTLIER 1.35 28.5 GOOD 0.36 36 GOOD
46 0.36 25.5 OUTLIER 0.72 28.5 GOOD 0.09 34.5 GOOD
47 1.71 28.5 GOOD 0.09 28.5 GOOD 2.52 34.178 GOOD
48 0.36 25.5 OUTLIER 2.88 28.5 GOOD 0.54 34.5 GOOD
49 0.09 25.5 OUTLIER 0.45 28.5 GOOD 0.09 34.5 GOOD
50 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
51 0.09 28.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
52 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 34.5 GOOD
53 1.53 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 GOOD
54 0.54 26 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
55 0.36 25.5 OUTLIER 0.09 28.5 GOOD 1.17 32.192 OUTLIER
56 0.18 25.5 OUTLIER 0.09 31.5 OUTLIER 0.09 37.5 GOOD
57 0.27 25.5 OUTLIER 0.18 27 GOOD 0.27 34.5 GOOD
58 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.72 34.875 GOOD
59 1.44 25.5 OUTLIER 0.09 28.5 GOOD 0.18 37.5 GOOD
60 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.72 34.5 GOOD
61 0.18 25.5 OUTLIER 0.27 28.5 GOOD 0.09 34.5 GOOD
62 0.09 25.5 OUTLIER 1.89 28.5 GOOD 2.43 35.277 GOOD
63 0.18 25.5 OUTLIER 0.18 28.5 GOOD 0.09 37.5 GOOD
64 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
65 0.18 28.5 GOOD 0.09 28.5 GOOD 0.27 36.5 GOOD
66 0.27 28.5 GOOD 0.63 28.5 GOOD 0.09 34.5 GOOD
67 0.27 28.5 GOOD 0.09 28.5 GOOD 0.09 34.5 GOOD
68 0.36 25.5 OUTLIER 1.17 28.5 GOOD 0.09 31.5 OUTLIER
69 0.36 27.75 GOOD 0.36 28.5 GOOD 11.6 33.662 OUTLIER
70 6.77 25.619 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
71 0.45 27.9 GOOD 0.63 28.071 GOOD 0.09 31.5 OUTLIER
72 0.09 25.5 OUTLIER 0.36 28.5 GOOD 0.45 34.5 GOOD
73 0.09 25.5 OUTLIER 0.18 28.5 GOOD 0.09 37.5 GOOD
74 0.27 25.5 OUTLIER 0.09 28.5 GOOD 0.18 34.5 GOOD
75 0.09 25.5 OUTLIER 0.9 28.5 GOOD 0.18 31.5 OUTLIER
76 0.18 25.5 OUTLIER 0.36 28.5 GOOD 0.09 34.5 GOOD
77 1.62 25.5 OUTLIER 0.63 28.5 GOOD 0.09 34.5 GOOD
78 0.36 25.5 OUTLIER 0.18 28.5 GOOD 0.36 31.5 OUTLIER
79 0.18 25.5 OUTLIER 0.09 31.5 OUTLIER 0.18 34.5 GOOD
80 0.09 25.5 OUTLIER 0.9 28.5 GOOD 0.36 34.5 GOOD
81 0.36 28.5 GOOD 0.27 28.5 GOOD 0.27 35.5 GOOD
82 0.09 28.5 GOOD 0.09 28.5 GOOD 0.18 33 OUTLIER
83 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.27 37.5 GOOD
84 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
85 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 37.5 GOOD
86 0.18 25.5 OUTLIER 8.1 28.5 GOOD 1.44 34.5 GOOD
87 6.93 25.5 OUTLIER 0.09 28.5 GOOD 0.27 35.5 GOOD
88 0.18 25.5 OUTLIER 0.18 28.5 GOOD 0.27 36.5 GOOD
89 0.36 25.5 OUTLIER 0.18 28.5 GOOD 0.18 31.5 OUTLIER
90 0.27 25.5 OUTLIER 0.09 28.5 GOOD 0.18 34.5 GOOD
91 0.09 25.5 OUTLIER 0.72 28.5 GOOD 1.44 34.5 GOOD
92 0.18 28.5 GOOD 0.09 31.5 OUTLIER 0.09 34.5 GOOD
93 0.09 28.5 GOOD 0.18 28.5 GOOD 0.18 37.5 GOOD
94 0.09 25.5 OUTLIER 0.36 28.5 GOOD 0.09 37.5 GOOD
95 0.36 25.5 OUTLIER 0.18 30 GOOD 0.36 34.5 GOOD
96 0.18 28.5 GOOD 0.09 28.5 GOOD 0.09 37.5 GOOD
97 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.09 34.5 GOOD
98 1.26 25.5 OUTLIER 1.26 28.714 GOOD 9.99 33.527 OUTLIER
99 0.18 25.5 OUTLIER 0.09 28.5 GOOD 0.27 37.5 GOOD
100 0.09 25.5 OUTLIER 0.09 28.5 GOOD 0.18 34.5 GOOD
LAMPIRAN 6
TITIK SAMPEL KORELASI NDVI-LST
Tabel 1. Koordinat sampel hubungan antara NDVI dengan suhu permukaan tahun 1997
No NDVI LST Koordinat
X Y
1 0.091 28.085 477236.012 9165084.859
2 0.090 28.502 480214.380 9165865.928
3 0.056 28.918 480192.719 9165172.781
4 0.032 27.246 479986.941 9161923.652
5 0.005 30.980 477625.907 9162226.904
6 0.105 27.666 480712.580 9161685.382
7 0.090 28.502 481535.692 9163299.117
8 0.047 27.246 482001.400 9163905.620
9 0.118 28.085 482965.309 9165356.898
10 0.136 27.666 481767.328 9163401.497
11 0.221 27.246 476860.873 9163895.556
12 0.205 26.824 477803.797 9162874.355
13 0.168 26.824 480814.656 9165105.424
14 0.163 27.246 482239.074 9164748.090
15 0.175 27.246 481254.805 9165628.387
16 0.221 26.824 480267.936 9166699.919
17 0.183 26.824 479463.885 9166311.756
18 0.180 26.824 481092.782 9166360.277
19 0.164 26.824 481785.930 9166887.069
20 0.203 26.824 482402.831 9165285.898
21 0.301 26.401 479395.795 9165923.693
22 0.374 26.401 477714.913 9165481.811
23 0.324 25.551 484909.025 9161150.919
24 0.323 25.977 484232.123 9162261.038
25 0.302 25.124 478526.112 9166460.190
26 0.250 26.401 477018.517 9163739.586
27 0.306 26.824 480452.716 9163540.364
28 0.346 25.124 479253.071 9167500.892
29 0.345 25.124 479133.827 9167356.096
30 0.311 25.124 484951.588 9165429.037
No NDVI LST Koordinat
X Y
31 0.579 24.695 481414.255 9163002.974
32 0.711 24.695 478555.975 9161229.546
33 0.503 25.124 481844.266 9160985.558
34 0.488 25.551 482409.875 9161634.344
35 0.435 25.551 482949.403 9162599.985
36 0.510 25.124 483694.205 9163731.202
37 0.573 25.124 484061.736 9165652.992
38 0.441 25.551 480555.385 9166776.648
39 0.493 25.124 481113.152 9166564.026
40 0.520 25.124 478784.610 9165080.257
Tabel 2. Koordinat sampel hubungan antara NDVI dengan suhu permukaan tahun 2007
No NDVI LST Koordinat
X Y
1 0.067 30.941 477423.626 9165504.598
2 0.143 27.165 476386.391 9164532.671
3 0.148 28.797 478611.916 9165938.430
4 0.045 29.271 480176.350 9166362.931
5 0.060 30.941 480327.344 9164771.192
6 0.118 29.874 480275.046 9162861.201
7 0.143 29.336 480098.099 9161986.295
8 0.059 30.302 481474.355 9163313.399
9 0.068 30.675 480648.601 9164040.849
10 0.079 28.296 484502.118 9163844.241
11 0.214 29.874 476115.313 9164796.721
12 0.232 29.527 477530.890 9164812.450
13 0.188 28.695 478710.554 9164884.777
14 0.235 28.527 481621.233 9165948.983
15 0.213 28.459 482567.422 9164286.486
16 0.164 29.605 483901.210 9163360.607
17 0.241 29.737 481857.377 9162337.730
No NDVI LST Koordinat
X Y
18 0.151 30.281 479987.556 9161639.729
19 0.246 29.873 480023.796 9162823.530
20 0.237 30.204 481285.107 9164373.695
21 0.310 27.906 477671.834 9166784.351
22 0.276 29.336 476616.048 9164421.686
23 0.276 28.526 478869.296 9166061.305
24 0.340 28.797 481054.575 9166603.650
25 0.339 28.797 481962.903 9166485.219
26 0.271 29.685 482594.263 9166222.368
27 0.320 28.255 483167.843 9165720.484
28 0.339 28.437 482607.714 9162186.926
29 0.283 28.797 483339.411 9161877.812
30 0.340 28.255 484566.264 9163697.020
31 0.615 26.341 484555.908 9165626.079
32 0.672 26.616 483661.341 9165193.542
33 0.468 28.428 479011.562 9161900.358
34 0.497 27.984 478728.525 9162163.121
35 0.522 27.691 476879.671 9163005.939
36 0.434 27.712 476054.232 9162613.352
37 0.444 28.311 477539.015 9165084.363
38 0.608 26.616 478706.710 9165240.664
39 0.479 27.037 479053.998 9165658.416
40 0.540 27.439 480833.300 9166832.081
41 0.532 27.336 483399.034 9166920.555
Tabel 3. Koordinat sampel hubungan antara NDVI dengan suhu permukaan tahun 2017
No NDVI LST Koordinat
X Y
1 0.091 38.932 480897.786 9161009.097
2 0.118 37.805 479658.059 9162808.188
3 0.072 40.822 477393.135 9162304.871
No NDVI LST Koordinat
X Y
4 0.077 37.064 480129.918 9161279.364
5 0.099 38.457 476306.620 9164577.425
6 0.090 40.581 477457.957 9164061.526
7 0.109 42.318 477212.590 9165036.701
8 0.070 40.502 477388.751 9165470.812
9 0.127 36.806 481416.069 9162430.214
10 0.146 37.518 479725.024 9163094.966
11 0.170 35.661 476554.838 9164782.568
12 0.191 34.948 475296.547 9165550.126
13 0.197 36.582 476467.544 9164812.501
14 0.212 35.031 478336.794 9166850.520
15 0.203 36.862 478857.806 9166693.234
16 0.198 36.781 479703.220 9167263.397
17 0.204 36.278 482839.117 9166899.672
18 0.218 36.481 484028.596 9165061.387
19 0.191 37.074 482573.697 9163881.739
20 0.221 37.830 481846.247 9161689.560
21 0.237 37.866 480735.412 9161394.648
22 0.279 36.968 476159.458 9164067.897
23 0.271 38.817 476816.588 9164754.018
24 0.276 37.352 477623.102 9165202.244
25 0.320 37.064 480960.090 9166123.313
26 0.300 38.152 481117.125 9164400.874
27 0.295 37.276 480126.598 9164740.970
28 0.252 36.796 482418.953 9165926.182
29 0.283 36.694 484904.078 9164809.449
30 0.262 37.458 483307.621 9163346.686
31 0.309 37.140 483889.581 9166413.770
32 0.251 36.400 482363.902 9162717.540
33 0.265 36.623 480759.582 9160916.610
34 0.274 36.283 482481.867 9162544.525
No NDVI LST Koordinat
X Y
35 0.286 37.604 480103.068 9160870.482
36 0.271 36.314 480772.147 9161685.854
37 0.687 33.927 475068.989 9165748.699
38 0.717 33.225 475917.790 9165886.698
39 0.457 33.392 478408.578 9166421.036
40 0.519 34.279 479627.547 9167020.690
41 0.506 33.636 478860.776 9165133.253
42 0.434 34.912 481731.253 9165782.059
43 0.535 30.251 481170.920 9167571.192
44 0.698 33.043 483579.368 9166774.930
45 0.516 33.652 484365.800 9166194.936
46 0.643 34.227 484525.086 9165320.030
47 0.532 33.298 484473.934 9163619.372
48 0.476 34.912 481313.461 9183046.751
49 0.535 34.748 482370.229 9161252.703
50 0.512 35.195 480197.219 9160982.446
LAMPIRAN 7
PETA HASIL PENGOLAHAN
