record_id
stringlengths
15
15
scenario
stringclasses
1 value
country
stringclasses
20 values
crop
stringclasses
10 values
latitude
float64
-33.99
36
longitude
float64
-17.5
48
elevation_m
float64
100
8.46k
agro_ecological_zone
stringclasses
9 values
region
stringclasses
4 values
baseline_temp_c
float64
14.5
33.5
baseline_rainfall_mm
float64
30.7
2.34k
baseline_rainfall_cv
float64
0.15
0.35
baseline_growing_season_days
float64
90
180
baseline_frost_days
float64
0
34
baseline_extreme_events_per_decade
float64
1.5
4
projected_temp_c
float64
15.7
35.5
temp_change_c
float64
-0.24
3.07
projected_rainfall_mm
float64
30.7
2.54k
rainfall_change_pct
float64
-24.72
19
rainfall_variability_increase_pct
float64
2
12
projected_rainfall_reliability
float64
0.37
0.91
projected_growing_season_days
float64
79.4
193
growing_season_change_days
float64
-19.4
15.9
temperature_stress_days_increase
float64
0
19.7
projected_frost_days
float64
0
33.9
baseline_irrigation_pct
float64
0
60
projected_irrigation_pct
float64
0
75.4
irrigation_requirement_change_pct
float64
-17.65
27.9
baseline_soil_moisture_deficit_days
float64
10
90
projected_soil_moisture_deficit_days
float64
11.3
97.1
baseline_crop_water_requirement_mm
float64
300
700
projected_crop_water_requirement_mm
float64
312
779
baseline_suitability_index
float64
0.02
0.85
projected_suitability_index
float64
0.13
1
suitability_change
float64
0.02
0.52
baseline_yield_t_ha
float64
0.1
12
projected_yield_t_ha
float64
0.11
15.6
yield_change_pct
float64
-12.64
36
baseline_pest_pressure_index
float64
0.2
0.45
projected_pest_pressure_index
float64
0.12
0.58
pest_pressure_change
float64
-0.08
0.15
projected_extreme_events_per_decade
float64
1.55
4.39
adaptation_potential_score
float64
0.43
0.95
market_access_index
float64
0.2
0.85
time_slice
stringclasses
1 value
baseline_period
stringclasses
1 value
data_source
stringclasses
1 value
generation_date
stringdate
2026-04-03 00:00:00
2026-04-03 00:00:00
ACSS-ADA-031935
adaptation_success
Rwanda
cocoa
-1.7599
28.6328
846.4
tropical_highland
east_africa
20.17
1,080.9
0.347
160.5
3.9
3.36
21.16
1
991
-8.32
9.66
0.663
154.7
-5.8
2.2
2.4
42.2
44.7
5.82
12.1
16.4
491.3
532.8
0.3
0.483
0.183
0.3
0.35
15.66
0.4
0.383
-0.017
3.45
0.7
0.787
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031936
adaptation_success
Rwanda
sorghum
-1.4158
29.8443
276.1
tropical_highland
east_africa
17.32
1,082.5
0.289
113.4
3.5
2.82
18.74
1.42
1,006.9
-6.98
7.48
0.786
115.7
2.4
1.9
1.3
18.2
19.8
8.74
33.5
38.2
458.2
507.7
0.55
0.782
0.232
1
1.11
11.25
0.25
0.305
0.055
3.16
0.695
0.644
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031937
adaptation_success
Zambia
cocoa
-17.5179
25.1322
2,721.8
tropical_savanna
southern_africa
19.6
943.5
0.331
157.6
0
2.27
21.29
1.69
759.2
-19.53
5.29
0.542
161.3
3.8
9.3
0
51.3
52.1
1.52
40.5
49.4
586.1
667.4
0.45
0.595
0.145
0.2
0.21
6.51
0.4
0.422
0.022
2.4
0.659
0.727
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031938
adaptation_success
Ghana
rice
7.9172
-2.6654
1,611.7
tropical_savanna
west_africa
26.9
1,057.2
0.346
172
0
3.06
28.05
1.15
944.6
-10.66
6.81
0.447
171.8
-0.2
0
0
33.7
37.5
11.39
79.4
84.6
369.5
419.6
0.55
0.853
0.303
2.1
2.27
7.94
0.4
0.425
0.025
3.22
0.646
0.512
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031939
adaptation_success
Senegal
coffee
13.7977
-12.9443
1,345.5
sahelian_semiarid
west_africa
26.78
682.6
0.169
140
0
2.24
28.26
1.48
646.7
-5.26
10.11
0.489
138.8
-1.1
0
0
35.4
40.1
13.5
37
41.2
499.8
547.4
0.12
0.287
0.167
0.55
0.59
6.44
0.45
0.464
0.014
2.62
0.624
0.787
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031940
adaptation_success
South Africa
coffee
-22.2738
19.7618
2,477.3
temperate_subtropical
southern_africa
18.95
556.3
0.314
127.2
0
2.95
19.53
0.58
580.5
4.35
8.23
0.562
124.6
-2.6
5.2
0
46.9
50.7
8.1
77
78
536.4
551
0.2
0.542
0.342
0.4
0.49
23.5
0.45
0.521
0.071
3.33
0.82
0.717
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031941
adaptation_success
South Africa
cotton
-25.8686
26.6631
5,132.8
temperate_subtropical
southern_africa
17.79
439.5
0.332
96.7
6.5
1.8
19.01
1.22
395
-10.14
8.21
0.551
94.6
-2.1
3.4
4.7
33.1
37.8
14.36
36.1
41.4
345
395.9
0.5
0.681
0.181
0.9
1
11.17
0.45
0.435
-0.015
1.96
0.865
0.348
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031942
adaptation_success
Niger
millet
12.5278
3.6127
472.7
sahelian_arid
west_africa
28.5
450.7
0.25
114
1
3.73
30.14
1.64
441.4
-2.08
11.51
0.54
114.8
0.8
12.2
0
59.7
65.6
9.96
80.9
84.5
319.6
364.8
0.72
0.902
0.182
0.7
0.74
6.21
0.2
0.179
-0.021
4.06
0.563
0.829
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031943
adaptation_success
Uganda
teff
-0.6719
32.82
333.6
tropical_equatorial
east_africa
28.21
1,283.9
0.271
137.6
0.5
2.86
29.45
1.24
1,285.4
0.12
8.23
0.799
128.1
-9.5
0
0
28.6
28.7
0.6
35.1
37.3
552.6
583.6
0.3
0.668
0.368
1.5
1.7
13.26
0.2
0.246
0.046
2.91
0.567
0.45
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031944
adaptation_success
Senegal
cocoa
13.5213
-14.672
201.7
sahelian_semiarid
west_africa
28.78
884.3
0.324
148
1.4
1.88
30.5
1.72
822.8
-6.96
2.02
0.521
143.7
-4.4
10.8
0
14.3
13.4
-6.88
50.4
55.5
570.5
627.5
0.15
0.315
0.165
0.5
0.53
6.6
0.4
0.443
0.043
1.95
0.649
0.462
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031945
adaptation_success
Burkina Faso
sorghum
13.2203
0.5457
126.6
sahelian_semiarid
west_africa
26.92
926
0.272
137.7
0
2.5
28.64
1.72
872.6
-5.77
2.59
0.826
138.7
0.9
7.6
0
34.8
40
14.89
23.3
28.2
316.6
371
0.75
0.919
0.169
0.95
1
5.45
0.25
0.234
-0.016
2.79
0.598
0.64
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031946
adaptation_success
Ivory Coast
wheat
10.0707
-6.52
145.3
tropical_equatorial
west_africa
23.24
1,321.6
0.177
166.2
0
2.3
24.39
1.15
1,319.4
-0.16
8.27
0.863
167.1
0.9
0
0
30.6
36.3
18.73
21.8
23.9
421.7
450.8
0.25
0.627
0.377
1.5
1.71
14.14
0.3
0.341
0.041
2.57
0.535
0.387
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031947
adaptation_success
Zimbabwe
wheat
-20.1098
26.0816
216
tropical_savanna
southern_africa
20.4
714.6
0.286
146.2
0.6
2.92
20.97
0.57
704
-1.48
8.13
0.818
143.8
-2.5
7.5
0
26.7
28.5
6.9
17.6
19.1
615.3
632.5
0.3
0.732
0.432
3.5
4.05
15.66
0.3
0.318
0.018
3.05
0.644
0.681
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031948
adaptation_success
Mali
cotton
22.1067
3.8321
123.4
sahelian_semiarid
west_africa
28.34
688.5
0.276
112.3
3.4
2.89
29.45
1.12
713.1
3.58
5.53
0.82
106.9
-5.4
5.8
1.8
21.7
21
-3.23
49.3
51.4
600.3
628.3
0.68
1
0.32
0.65
0.75
14.82
0.45
0.464
0.014
3.28
0.524
0.528
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031949
adaptation_success
Ethiopia
millet
6.7717
42.7698
1,371.4
tropical_highland
east_africa
21.7
1,053.1
0.322
98.7
8.7
3.03
23.6
1.9
1,107.2
5.14
2.64
0.85
97.3
-1.4
1
5.8
26.1
25.2
-3.69
86.1
89.5
404.9
452.4
0.48
0.719
0.239
0.75
0.81
8.02
0.2
0.168
-0.032
3.21
0.608
0.812
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031950
adaptation_success
Nigeria
cocoa
13.428
8.7042
356.3
tropical_savanna
west_africa
29.04
1,422
0.234
169.5
0
2.96
29.81
0.78
1,415.5
-0.45
7.77
0.856
173.6
4.1
12
0
48
55.9
16.41
40.6
42.1
536.7
557.1
0.45
0.789
0.339
0.5
0.63
25.53
0.4
0.405
0.005
3.04
0.689
0.525
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031951
adaptation_success
Uganda
rice
3.246
31.8518
311.5
tropical_equatorial
east_africa
26.73
1,303.5
0.286
122.6
0
3.09
27.81
1.08
1,321.6
1.39
6.89
0.697
114.6
-8.1
0
0
39.7
43.3
9.15
51.7
53.7
624.7
651.6
0.72
1
0.28
2.8
3.24
15.57
0.4
0.446
0.046
3.22
0.588
0.484
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031952
adaptation_success
Tanzania
cassava
-8.9288
37.261
2,029.8
tropical_savanna
east_africa
24.67
954.3
0.258
99.9
2.5
2.64
25.42
0.75
905.8
-5.09
8.88
0.846
98.8
-1.1
6
1.4
58.3
60.9
4.45
51.7
54.6
540.1
569
0.7
0.97
0.27
9
11.28
25.34
0.35
0.374
0.024
2.7
0.625
0.311
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031953
adaptation_success
Senegal
cassava
15.2198
-11.5216
232.8
sahelian_semiarid
west_africa
27.29
510.5
0.284
133.3
0
3.56
28.2
0.91
412.9
-19.13
9.52
0.482
127.9
-5.4
3.3
0
46.4
49.8
7.32
37.7
45.1
393.9
454.9
0.45
0.667
0.217
11.5
14.11
22.73
0.35
0.384
0.034
3.86
0.678
0.216
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031954
adaptation_success
Malawi
cocoa
-12.98
34.5913
409.7
tropical_savanna
southern_africa
20.53
1,192.3
0.305
125.8
0.2
2.14
22.26
1.72
1,292.6
8.41
3.15
0.794
127.5
1.6
3.6
0
51.5
52.7
2.4
30.1
33.2
330.2
373.3
0.45
0.738
0.288
0.2
0.25
23.67
0.4
0.439
0.039
2.43
0.501
0.526
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031955
adaptation_success
Nigeria
cotton
9.3541
11.6212
1,688.2
tropical_savanna
west_africa
27.27
1,373.1
0.156
102.2
0
1.74
28.08
0.81
1,274.4
-7.19
3.77
0.486
95.6
-6.6
5.2
0
12
12.5
4.62
35.5
39.1
329.8
364.5
0.62
0.866
0.246
0.65
0.8
23
0.45
0.51
0.06
2.11
0.627
0.837
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031956
adaptation_success
South Africa
coffee
-33.3459
20.9808
386.3
temperate_subtropical
southern_africa
18.48
527.5
0.249
134.5
0
1.74
20.27
1.79
537.3
1.85
10
0.813
132
-2.5
3.3
0
34.1
36.7
7.66
42.7
45.9
388.3
433
0.2
0.486
0.286
0.4
0.45
13.61
0.45
0.49
0.04
2
0.895
0.765
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031957
adaptation_success
Niger
cassava
19.0307
15.8094
560.8
sahelian_arid
west_africa
28.28
423.2
0.2
98
0
3.55
30.07
1.78
388.4
-8.21
2.65
0.549
94.9
-3.2
0
0
8.9
9.8
10.3
68.7
74.4
527
588.1
0.3
0.679
0.379
11.5
13.12
14.09
0.35
0.419
0.069
3.76
0.452
0.592
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031958
adaptation_success
Mali
teff
19.2549
-10.0755
176.6
sahelian_semiarid
west_africa
26.98
575.6
0.348
118.7
1.9
2.05
27.77
0.79
587
1.97
9.42
0.575
113.7
-5
3.5
0.7
43.6
45.1
3.4
89.6
91
347.5
367.3
0.25
0.477
0.227
0.6
0.74
23.45
0.2
0.238
0.038
2.37
0.498
0.521
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031959
adaptation_success
Rwanda
millet
-1.7024
29.0971
727.9
tropical_highland
east_africa
19.42
1,421.5
0.231
149.7
0
1.89
20.68
1.27
1,261.6
-11.25
9.58
0.606
156.9
7.2
1.9
0
16.6
17.9
8.02
44.6
50.2
614.3
668.4
0.48
0.745
0.265
0.75
0.84
12.59
0.2
0.196
-0.004
2.2
0.58
0.828
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031960
adaptation_success
Zimbabwe
cocoa
-20.0779
27.1063
230.2
tropical_savanna
southern_africa
23.76
782.6
0.301
115.5
3.1
2.69
25.5
1.75
816.9
4.38
2.92
0.49
115.2
-0.3
7.9
0.4
37.6
38.9
3.59
69.4
72.5
692.8
736.4
0.45
0.74
0.29
0.2
0.22
11.5
0.4
0.439
0.039
2.91
0.592
0.495
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031961
adaptation_success
Ivory Coast
maize
10.2771
-4.9888
446.3
tropical_equatorial
west_africa
26.86
1,432.2
0.263
171.1
0
1.83
28.17
1.31
1,359
-5.11
9.79
0.702
166.6
-4.5
3.4
0
10.3
10.3
-0.63
26.3
30.2
461.5
504.4
0.65
0.799
0.149
1.9
2.07
8.69
0.35
0.366
0.016
2.2
0.63
0.798
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031962
adaptation_success
Uganda
cocoa
2.0199
32.9277
224.8
tropical_equatorial
east_africa
28.15
1,245.8
0.171
105.2
0
3.42
28.65
0.5
1,113.5
-10.63
2.38
0.534
104.6
-0.6
0
0
47.6
51.5
8.09
27.2
31.2
606.9
640.7
0.85
1
0.15
0.3
0.34
14.85
0.4
0.433
0.033
3.76
0.638
0.59
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031963
adaptation_success
Burkina Faso
cotton
11.6141
1.6705
161.9
sahelian_semiarid
west_africa
26.12
976
0.323
156.3
2.5
3.8
27.07
0.94
925.1
-5.21
3.54
0.768
158.3
1.9
9.3
1.1
33.7
33.3
-1.4
16.4
19.6
413.9
447.9
0.68
1
0.32
0.65
0.8
23.28
0.45
0.478
0.028
3.89
0.548
0.849
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031964
adaptation_success
Malawi
coffee
-14.2646
34.452
463.7
tropical_savanna
southern_africa
21.31
1,200.2
0.223
112.2
0
3.49
22.8
1.49
1,138.5
-5.15
4.58
0.808
110.1
-2.1
8.7
0
54.7
59
7.75
21.6
25.9
639
686.6
0.35
0.486
0.136
0.4
0.46
15.49
0.45
0.513
0.063
3.65
0.596
0.333
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031965
adaptation_success
Uganda
cotton
1.8502
30.3931
566.1
tropical_equatorial
east_africa
23.82
1,269.3
0.163
100.6
1.9
2.94
25.62
1.81
1,123.2
-11.51
4.69
0.454
96.4
-4.3
7.9
0
30.2
31.2
3.04
23.7
30.4
665.9
734.1
0.55
0.879
0.329
0.7
0.76
8.32
0.45
0.483
0.033
3.33
0.567
0.404
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031966
adaptation_success
South Africa
cassava
-24.5853
24.9291
824.2
temperate_subtropical
southern_africa
19.01
639.6
0.196
141
19
3.36
20.67
1.66
605.2
-5.38
2.36
0.665
140.6
-0.4
0
16.6
39.4
44
11.61
38.1
42.7
471.8
524
0.4
0.63
0.23
12
13.58
13.18
0.35
0.397
0.047
3.56
0.917
0.247
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031967
adaptation_success
Nigeria
coffee
13.5412
4.1207
2,199.4
tropical_savanna
west_africa
27.32
1,722.3
0.325
165.9
0.5
1.96
28.53
1.21
1,537.7
-10.72
9.14
0.612
159.9
-6
0.2
0
34.6
35.7
3.1
55.2
60.6
605.3
656.9
0.35
0.535
0.185
0.55
0.62
12.84
0.45
0.484
0.034
2.27
0.632
0.521
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031968
adaptation_success
Zambia
millet
-15.4522
24.3867
206.7
tropical_savanna
southern_africa
21.29
1,196.4
0.323
156.1
0
3.19
22.75
1.46
1,180.7
-1.31
11.33
0.713
149
-7.1
2.8
0
14.9
17.4
16.96
66.8
69.8
404.3
443.3
0.6
0.926
0.326
0.65
0.75
14.7
0.2
0.213
0.013
3.41
0.633
0.46
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031969
adaptation_success
Egypt
sorghum
25.7106
34.2062
303.3
arid_desert
north_africa
22.16
46.1
0.27
96
0
2.63
23.6
1.44
46.7
1.35
9.98
0.507
92.4
-3.6
3.1
0
38.6
42.6
10.31
70.8
73.4
573
609
0.25
0.575
0.325
1.8
2.13
18.55
0.25
0.272
0.022
2.77
0.707
0.707
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031970
adaptation_success
Kenya
teff
-4.9443
38.2393
143
tropical_highland
east_africa
27.02
769.4
0.284
104.1
0
2.62
28.19
1.16
722.9
-6.04
8.13
0.577
99.1
-5
1.2
0
26.9
31.4
16.59
72.1
76
647.1
688.2
0.82
1
0.18
1.5
1.62
8.03
0.2
0.183
-0.017
2.94
0.691
0.239
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031971
adaptation_success
Senegal
wheat
14.6739
-15.4434
2,172.7
sahelian_semiarid
west_africa
29.25
661
0.303
133.3
0
1.63
30.98
1.72
710.3
7.46
5.61
0.55
133.1
-0.3
6.7
0
21.8
24.7
13.03
30.8
33.9
367.5
410.6
0.2
0.458
0.258
1.5
1.69
12.96
0.3
0.312
0.012
1.74
0.676
0.378
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031972
adaptation_success
Malawi
rice
-13.3575
33.737
491
tropical_savanna
southern_africa
20.2
1,184.8
0.249
162.5
0
2.71
21.71
1.51
1,228.1
3.65
8.66
0.791
157.7
-4.7
8.4
0
30.2
34.6
14.29
83.3
86
553
590.8
0.55
0.921
0.371
3
3.52
17.27
0.4
0.431
0.031
2.87
0.475
0.662
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031973
adaptation_success
Ethiopia
cassava
4.9276
34.2394
1,348.9
tropical_highland
east_africa
21.67
1,025.1
0.223
167.3
4.2
3.43
22.73
1.06
865.5
-15.57
2.48
0.865
167.7
0.4
3.3
2.7
6.4
7
10.52
10.4
17
300.3
357.9
0.55
0.957
0.407
9
11.09
23.25
0.35
0.432
0.082
3.55
0.639
0.603
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031974
adaptation_success
Mali
millet
14.6464
-10.0063
408.2
sahelian_semiarid
west_africa
27.19
671.4
0.194
126.3
0
3
28.42
1.23
664.3
-1.06
10.4
0.689
126.7
0.4
14.6
0
14.2
15.9
11.4
89.3
91.8
524.4
557.2
0.78
0.961
0.181
0.7
0.78
11.41
0.2
0.266
0.066
3.07
0.583
0.316
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031975
adaptation_success
Mali
wheat
17.4056
0.05
2,845.3
sahelian_semiarid
west_africa
28.63
633.8
0.297
149.3
0
3.99
29.98
1.35
683.9
7.9
11.17
0.754
154
4.7
0
0
29.8
33
10.74
55.1
57.5
619
652.8
0.2
0.507
0.307
1.5
1.8
19.83
0.3
0.312
0.012
4.21
0.544
0.395
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031976
adaptation_success
Niger
cocoa
20.106
14.8259
881.2
sahelian_arid
west_africa
28.58
434.3
0.266
95.3
1.9
3.5
30.07
1.49
431.7
-0.58
5.69
0.463
91
-4.3
9.2
0
56.4
59.2
4.91
53.2
56.1
466.7
505.1
0.08
0.416
0.336
0.5
0.58
16.02
0.4
0.451
0.051
3.87
0.495
0.571
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031977
adaptation_success
Burkina Faso
coffee
14.715
-0.948
713.2
sahelian_semiarid
west_africa
29.61
1,059.7
0.219
177.6
0
2.95
30.79
1.18
1,038
-2.04
5.21
0.528
174.6
-3
2.6
0
3.8
4.1
7.95
84.1
86.8
375.5
409
0.12
0.414
0.294
0.55
0.62
12.41
0.45
0.476
0.026
3.23
0.51
0.567
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031978
adaptation_success
Burkina Faso
sorghum
12.497
-3.1106
1,040.9
sahelian_semiarid
west_africa
26.55
828
0.252
175.5
1.8
2.04
28.31
1.76
881
6.41
6.75
0.552
171.6
-3.8
4.7
0
22.5
25
10.82
60.9
64
597.6
641.6
0.75
0.997
0.247
0.95
1.05
10.61
0.25
0.25
0
2.25
0.472
0.357
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031979
adaptation_success
Egypt
maize
31.4553
33.6297
1,798.1
arid_desert
north_africa
20.17
50
0.291
96.9
0
1.96
21.98
1.81
51.9
3.81
4.32
0.566
85.2
-11.8
12.9
0
25.5
29.2
14.58
63.4
66.6
439.4
484.5
0.15
0.372
0.222
3.8
3.86
1.71
0.35
0.377
0.027
2.31
0.836
0.397
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031980
adaptation_success
Mozambique
coffee
-12.2312
38.3479
3,063.7
tropical_subtropical
southern_africa
22.72
1,106.1
0.32
168.2
0
1.76
23.58
0.86
1,212.8
9.65
3.8
0.556
167
-1.3
6.3
0
29.9
30
0.09
85.8
87.3
523.1
544.7
0.3
0.627
0.327
0.4
0.46
14.42
0.45
0.437
-0.013
2.14
0.609
0.638
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031981
adaptation_success
South Africa
coffee
-31.8968
29.9734
692.1
temperate_subtropical
southern_africa
18.96
482.8
0.205
138.1
11
2.59
19.89
0.93
444.2
-8
7.73
0.558
129.4
-8.6
4.2
9.6
49.4
53.8
8.99
61.4
65.4
354.6
393.7
0.2
0.389
0.189
0.4
0.46
15.83
0.45
0.431
-0.019
2.8
0.908
0.768
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031982
adaptation_success
Uganda
sorghum
2.5644
30.3628
382.3
tropical_equatorial
east_africa
26.02
845.4
0.247
147.8
0.4
3.94
26.78
0.76
972.5
15.04
7.15
0.673
148.4
0.6
3.8
0
56.1
55.4
-1.33
60.9
62.3
603.8
622.9
0.5
0.866
0.366
1
1.24
24.43
0.25
0.315
0.065
4.25
0.513
0.535
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031983
adaptation_success
Malawi
wheat
-14.3605
35.8815
333.4
tropical_savanna
southern_africa
20.92
1,244.2
0.166
91.5
0.1
2.17
22.02
1.11
1,237.9
-0.51
2.31
0.664
88.8
-2.8
1.8
0
57.9
61.3
5.96
86.4
88.6
642
670.7
0.3
0.614
0.314
3.5
4.26
21.82
0.3
0.364
0.064
2.56
0.597
0.631
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031984
adaptation_success
Mozambique
rice
-14.3953
38.7853
3,068.5
tropical_subtropical
southern_africa
26.55
712.8
0.252
122.3
2
3.45
27.94
1.39
676.9
-5.03
10.1
0.793
112.4
-9.9
3.1
0
9.5
10.5
11.24
31.4
35.4
328.4
373.2
0.58
0.811
0.231
3
3.29
9.81
0.4
0.411
0.011
3.59
0.526
0.829
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031985
adaptation_success
Tanzania
millet
-6.4068
30.0789
3,457.5
tropical_savanna
east_africa
25.52
1,105.9
0.277
154.1
4.6
2.83
27.05
1.52
1,108.1
0.2
7.65
0.776
150.4
-3.7
2.4
2.3
39.3
44.3
12.76
25
27.7
559.2
597.3
0.6
0.797
0.197
0.75
0.82
8.81
0.2
0.206
0.006
2.95
0.625
0.491
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031986
adaptation_success
Morocco
cassava
35.6278
-4.0042
712.1
mediterranean_semiarid
north_africa
18.02
532.6
0.306
165.4
0.6
2.02
19.77
1.76
509.3
-4.37
8.17
0.871
159.5
-6
13.1
0
59.2
65.6
10.85
18.7
23.2
555.1
607.8
0.25
0.477
0.227
8
9.05
13.18
0.35
0.358
0.008
2.38
0.801
0.628
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031987
adaptation_success
Zambia
teff
-10.7859
24.1885
443.6
tropical_savanna
southern_africa
20.12
998.1
0.165
145.1
0
2.5
21.34
1.22
953.9
-4.43
8.86
0.583
135.3
-9.8
6
0
0.3
0.3
-2.98
68.6
72.1
691.8
731.1
0.35
0.628
0.278
0.5
0.58
15.28
0.2
0.206
0.006
2.89
0.564
0.435
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031988
adaptation_success
South Africa
maize
-26.9281
25.6534
944.6
temperate_subtropical
southern_africa
19.03
503
0.263
124.9
10.8
3
20.69
1.66
478.8
-4.8
8.45
0.827
121.5
-3.4
6.7
8.3
29.5
27.7
-5.85
83.9
88.4
624.5
675.7
0.6
0.849
0.249
2.8
2.94
5.06
0.35
0.386
0.036
3.21
0.875
0.732
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031989
adaptation_success
Tanzania
teff
-9.3889
40.6591
1,044.4
tropical_savanna
east_africa
25.16
1,008.2
0.158
143
1.7
2.97
26.42
1.27
1,019.3
1.09
5.01
0.466
132.4
-10.6
7.3
0
49.2
50.6
2.93
39.5
41.8
642.5
674.2
0.35
0.695
0.345
1.5
1.69
12.73
0.2
0.243
0.043
3.31
0.626
0.777
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031990
adaptation_success
South Africa
cassava
-32.9892
20.2045
358.2
temperate_subtropical
southern_africa
20.25
508.7
0.219
151.3
11.5
2.54
21.23
0.98
466.7
-8.26
5.34
0.842
149
-2.3
4.1
10
52.8
54.2
2.72
65.9
70.2
590.4
631.4
0.4
0.758
0.358
12
14.41
20.1
0.35
0.394
0.044
2.65
0.834
0.462
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031991
adaptation_success
Mali
cocoa
11.8806
-6.3306
1,511.4
sahelian_semiarid
west_africa
30.72
570.5
0.229
170.5
0
3.12
32
1.28
599.1
5.01
2.75
0.679
170.3
-0.3
11.4
0
43.4
49.6
14.26
42.5
44.8
449.5
481.6
0.15
0.473
0.323
0.5
0.6
20.08
0.4
0.366
-0.034
3.43
0.586
0.313
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031992
adaptation_success
Mali
rice
17.2578
-5.6452
1,347.2
sahelian_semiarid
west_africa
24.86
734
0.225
165.1
0
3.04
27.23
2.37
730.5
-0.48
2.46
0.674
169.8
4.7
5.3
0
28.3
32.2
13.9
84
88.4
402.2
462.2
0.35
0.526
0.176
2.1
2.29
9.19
0.4
0.407
0.007
3.34
0.575
0.635
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031993
adaptation_success
Ivory Coast
cotton
6.9885
-5.9535
925
tropical_equatorial
west_africa
26.31
1,325.3
0.295
138.9
0
2.32
26.19
-0.12
1,313.5
-0.89
11.74
0.635
139.3
0.5
0
0.2
46.2
49.5
7.32
55.4
55.5
646.8
645.6
0.55
0.949
0.399
0.65
0.77
18.12
0.45
0.499
0.049
2.6
0.57
0.45
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031994
adaptation_success
Nigeria
cocoa
12.6315
14.0127
906.7
tropical_savanna
west_africa
31.16
1,551
0.286
154.8
0
1.55
32.46
1.3
1,507.9
-2.78
9.01
0.407
149.7
-5.1
0.6
0
10.6
10.9
2.88
58.9
62.1
566.7
604.8
0.45
0.714
0.264
0.5
0.56
11.15
0.4
0.455
0.055
1.64
0.586
0.802
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031995
adaptation_success
Zimbabwe
cocoa
-19.463
25.57
273.2
tropical_savanna
southern_africa
22.21
854.9
0.229
103.2
0.2
2.65
23.51
1.29
899.9
5.26
9.94
0.503
103.2
-0.1
5
0
49.7
54.7
10.18
11.7
14
676.8
709.1
0.45
0.85
0.4
0.2
0.24
20.27
0.4
0.405
0.005
2.81
0.522
0.615
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031996
adaptation_success
Kenya
sorghum
3.9235
41.0196
355.5
tropical_highland
east_africa
26.16
933.3
0.159
117.5
0
3.84
27.44
1.27
832.4
-10.81
4.51
0.577
110.9
-6.6
7.7
0
51.2
50.8
-0.77
16.6
22.1
420.7
474.1
0.55
0.734
0.184
1
1.03
2.52
0.25
0.291
0.041
4.21
0.766
0.458
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031997
adaptation_success
Rwanda
wheat
-1.7634
29.5925
1,252.9
tropical_highland
east_africa
17.48
1,308.5
0.283
145
5.5
2.87
18.82
1.34
1,362.5
4.13
7.25
0.498
144.8
-0.1
0
3.5
28.3
29.8
5.22
80.9
83.3
673.7
707.1
0.62
0.869
0.249
2.5
2.89
15.59
0.3
0.322
0.022
3.26
0.612
0.265
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031998
adaptation_success
Rwanda
wheat
-1.0341
28.5289
844.4
tropical_highland
east_africa
17.82
1,049.2
0.171
136.5
15.3
2.48
19.12
1.3
902.4
-13.99
7.11
0.443
133.4
-3.1
5
13.4
16.2
17.2
6.18
54.8
61.4
371.4
432
0.62
0.89
0.27
2.5
3
19.81
0.3
0.304
0.004
2.68
0.62
0.735
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-031999
adaptation_success
Mozambique
coffee
-25.3971
38.3884
302.3
tropical_subtropical
southern_africa
24.85
1,302.1
0.248
156
0.3
1.6
26
1.14
1,297.2
-0.37
7.73
0.466
154.6
-1.4
0
0
29.4
31.4
7.01
14.1
16.2
611.8
641.1
0.3
0.663
0.363
0.4
0.48
18.91
0.45
0.453
0.003
1.75
0.515
0.379
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-032000
adaptation_success
Niger
teff
18.1383
8.4184
517.5
sahelian_arid
west_africa
27.77
426.1
0.153
165.1
1
3.55
29.85
2.08
370.4
-13.08
5.34
0.438
165.7
0.6
4.2
0
18.4
20.8
12.58
59
66.6
531.4
609.4
0.18
0.409
0.229
0.6
0.62
3.88
0.2
0.223
0.023
3.8
0.443
0.322
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03
ACSS-ADA-032001
adaptation_success
Ivory Coast
teff
4.2315
-3.6246
397.3
tropical_equatorial
west_africa
29.06
1,068.9
0.167
173.1
2.4
3.66
29.72
0.66
1,033.8
-3.28
8.69
0.566
169.4
-3.6
6.5
1.4
24.1
24.3
0.82
28.5
30.6
529.9
553
0.3
0.662
0.362
0.6
0.71
18.95
0.2
0.262
0.062
4
0.676
0.244
2040-2060
1981-2010
GAEZ_v4_CGIAR_CCAFS_IPCC_AR6
2026-04-03