This report describes the the Carob “varieties_sorghum” group.

This dataset combines 55 standardized individual data sources. It has has 13161 records and 72 variables for sorghum in 5 countries (Australia, Ethiopia, India, Kenya, Nicaragua).


These are the first 25 records:

records
trial_id plot_id treatment rep crop intercrops emergence_date flowering_date maturity_date dmy_stems dmy_total fwy_stems fwy_total fwy_residue yield_part yield yield_moisture yield_isfresh seed_weight row_spacing plot_area plot_length plot_width plant_spacing plant_density spike_density rain emergence_days flowering_days maturity_days harvest_days plant_height pest_severity disease_severity severity_scale drought_stress stress harvest_index striga_damage bird_damage residue_N dataset_id record_id on_farm is_survey variety variety_code variety_pedigree variety_type country adm1 adm2 adm3 location site longitude latitude geo_uncertainty geo_from_source elevation geo_source planting_date harvest_date fertilizer_type fertilizer_dap N_fertilizer P_fertilizer K_fertilizer inoculated irrigated irrigation_number soil_texture
SOEM04E1 104 treatment 1 sorghum none NA 2004-11-20 NA NA NA NA NA NA grain 153 13.0 NA NA NA 39.76 NA NA NA NA NA NA NA 168 NA NA 130 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 1 TRUE FALSE EIME119 Nicaragua Cayantu_totogalpa Chilca2 -86.41530 13.55500 NA FALSE 1000 2004-06-05 NA NA NA NA NA NA
SOEM04E1 904 treatment 9 sorghum none NA 2004-11-18 NA NA NA NA NA NA grain 2537 12.5 NA 25 NA 30.00 NA NA NA NA NA NA NA 165 NA NA 232 NA 3 NA NA NA NA doi_10.18167_DVN1_TGNXQV 2 TRUE FALSE 99PREEIME119 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2004-06-06 NA NA NA NA NA NA
SOEM04E1 208 treatment 2 sorghum none NA 2004-11-02 NA NA NA NA NA NA grain 1500 12.5 NA 34 NA 29.20 NA NA NA NA NA NA NA 151 NA NA 172 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 3 TRUE FALSE SOUROUKOUKOU Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 2004-06-04 NA NA NA NA NA NA
SOEM04E1 906 treatment 9 sorghum none NA 2004-10-28 NA NA NA NA NA NA grain 1066 13.0 NA 21 NA 30.00 NA NA NA NA NA NA NA 144 NA NA 155 NA 4 NA NA NA NA doi_10.18167_DVN1_TGNXQV 4 TRUE FALSE 99PREEIME216 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2004-06-06 NA NA NA NA NA NA
SOEM05E2 404 treatment 2 sorghum none NA 2005-11-07 NA NA NA NA NA NA grain 321 14.3 NA NA NA 54.40 NA NA NA NA NA NA NA 169 NA NA 235 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 5 TRUE FALSE G1577 Nicaragua Cayantu_totogalpa Chilca2 -86.41530 13.55500 NA FALSE 900 2005-05-22 2006-01-20 NA NA NA NA NA NA sand
SOMA05E1 NA treatment 3 sorghum none NA NA NA NA NA NA NA NA grain 776 15.2 NA NA NA 500.00 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 6 TRUE FALSE BF 89-18/133-2-1 Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 NA NA NA NA NA NA
SOEM03E1 202 treatment 2 sorghum none NA 2003-10-16 NA NA NA NA NA NA grain 335 11.5 NA NA NA 9.84 NA NA NA NA NA NA NA 140 NA NA 168 NA NA NA NA 95 NA doi_10.18167_DVN1_TGNXQV 7 TRUE FALSE 99PREEIME250 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2003-05-29 NA NA NA NA NA NA
SOEM04E1 907 treatment 9 sorghum none NA 2004-11-14 NA NA NA NA NA NA grain 2909 11.9 NA 22 NA 30.00 NA NA NA NA NA NA NA 161 NA NA 244 NA 4 NA NA NA NA doi_10.18167_DVN1_TGNXQV 8 TRUE FALSE EIME119 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2004-06-06 NA NA NA NA NA NA
SOEM05E1 NA control 1 sorghum none NA 2005-11-18 NA NA NA NA NA NA grain 2459 13.3 NA NA NA 33.00 NA NA NA NA NA NA NA 134 NA NA 329 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 9 TRUE FALSE Millon_local Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2005-07-07 2006-01-23 NA NA NA NA NA NA
SOEM03E1 205 treatment 2 sorghum none NA 2003-10-16 NA NA NA NA NA NA grain 424 10.4 NA NA NA 9.84 NA NA NA NA NA NA NA 140 NA NA 155 NA NA NA NA 95 NA doi_10.18167_DVN1_TGNXQV 10 TRUE FALSE 99PREEIME117 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2003-05-29 NA NA NA NA NA NA
SOEM07VA 1 treatment NA sorghum none NA NA NA NA NA NA NA NA grain 718 16.0 NA NA NA 100.00 NA NA NA NA NA NA NA NA NA NA 300 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 11 TRUE FALSE 99PREEIME119 Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 2007-06-24 2008-01-12 NA NA NA NA NA NA
SOEM05E2 403 control 2 sorghum none NA 2005-11-06 NA NA NA NA NA NA grain 285 14.1 NA NA NA 54.40 NA NA NA NA NA NA NA 168 NA NA 367 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 12 TRUE FALSE Millon_local Nicaragua Cayantu_totogalpa Chilca2 -86.41530 13.55500 NA FALSE 900 2005-05-22 2006-01-20 NA NA NA NA NA NA sand
SOEM05E1 NA treatment 7 sorghum maize NA 2005-11-18 NA NA NA NA NA NA grain 3501 13.6 NA NA NA 154.80 NA NA NA NA NA NA NA 155 NA NA 336 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 13 TRUE FALSE 99PREEIME119 Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 2005-06-16 2006-01-25 NA NA NA NA NA NA
SOEM03E1 203 treatment 2 sorghum none NA 2003-10-16 NA NA NA NA NA NA grain 333 11.9 NA NA NA 9.84 NA NA NA NA NA NA NA 140 NA NA 149 NA NA NA NA 95 NA doi_10.18167_DVN1_TGNXQV 14 TRUE FALSE PREEIME112 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2003-05-29 NA NA NA NA NA NA
SOMA05E1 NA control 3 sorghum none NA NA NA NA NA NA NA NA grain 627 15.3 NA NA NA 500.00 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 15 TRUE FALSE Testigo Local Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 NA NA NA NA NA NA
SOEM05E2 102 treatment 1 sorghum none NA NA NA NA NA NA NA NA grain 1955 11.2 NA NA NA 74.20 NA NA NA NA NA NA NA NA NA NA 422 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 16 TRUE FALSE G1614 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 NA NA NA NA NA NA
SOEM03E2 103 treatment 1 sorghum none NA NA NA NA NA NA NA NA grain 2193 11.6 NA NA NA 9.00 NA NA NA NA NA NA NA NA NA NA 114 NA NA NA NA 0 NA doi_10.18167_DVN1_TGNXQV 17 TRUE FALSE BF 94-6/46K-1F-1K Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2003-08-26 NA NA NA NA NA NA
SOEM04E1 207 control 2 sorghum none NA 2004-11-13 NA NA NA NA NA NA grain 1821 12.6 NA 27 NA 29.20 NA NA NA NA NA NA NA 162 NA NA 322 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 18 TRUE FALSE Millon_local Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 2004-06-04 NA NA NA NA NA NA
SOEM04E1 505 control 5 sorghum none NA 2004-11-14 NA NA NA NA NA NA grain 1166 12.9 NA 21 NA 26.40 NA NA NA NA NA NA NA 162 NA NA 182 NA 2 NA NA NA NA doi_10.18167_DVN1_TGNXQV 19 TRUE FALSE Millon_local Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2004-06-05 NA NA NA NA NA NA
SOEM05E1 NA treatment 3 sorghum maize NA 2005-11-08 NA NA NA NA NA NA grain 1519 13.7 NA NA NA 120.90 NA NA NA NA NA NA NA 169 NA NA 459 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 20 TRUE FALSE PI569438 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2005-05-23 2006-01-06 NA NA NA NA NA NA
SOEM05E1 NA treatment 6 sorghum maize NA 2005-11-17 NA NA NA NA NA NA grain 1375 11.9 NA NA NA 117.30 NA NA NA NA NA NA NA 174 NA NA 312 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 21 TRUE FALSE 99PREEIME119 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2005-05-27 NA NA NA NA NA NA sand
SOEM05E1 NA treatment 5 sorghum maize NA 2005-11-08 NA NA NA NA NA NA grain 1491 11.8 NA NA NA 76.00 NA NA NA NA NA NA NA 166 NA NA 255 NA NA NA NA NA doi_10.18167_DVN1_TGNXQV 22 TRUE FALSE EIME119 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2005-05-26 2006-01-06 NA NA NA NA NA NA
MAD08CIR8 202 treatment 2 sorghum none NA 2008-11-02 NA NA NA NA NA NA grain 3576 13.5 NA NA NA 13.50 NA NA NA NA NA NA NA 146 NA NA NA NA NA NA NA 10 NA doi_10.18167_DVN1_TGNXQV 23 TRUE FALSE Souroukoukou Nicaragua Cayantu_totogalpa El_mamel -86.44400 13.57700 NA FALSE 800 2008-06-09 2009-01-07 NA NA NA NA NA NA
SOEM03E2 104 control 1 sorghum none NA 2003-10-27 NA NA NA NA NA NA grain 1484 13.0 NA NA NA 9.00 NA NA NA NA NA NA NA 61 NA NA 119 NA NA NA NA 0 NA doi_10.18167_DVN1_TGNXQV 24 TRUE FALSE Sorgo Amarillo M Alto Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2003-08-26 NA NA NA NA NA NA
SOEM03E2 109 treatment 1 sorghum none NA 2003-10-27 NA NA NA NA NA NA grain 1140 11.8 NA NA NA 9.00 NA NA NA NA NA NA NA 61 NA NA 114 NA NA NA NA 0 NA doi_10.18167_DVN1_TGNXQV 25 TRUE FALSE CEF 322/36-1-1 Nicaragua Cayantu_totogalpa La_ceiba -86.81547 12.40011 NA FALSE 800 2003-08-26 NA NA NA NA NA NA


You can see the contributing datasets here if you use the search term for [varieties_sorghum].


We have 13161 observations, for which we have 159 unique mapped locations.


The data are further summarized in the table below

Variable Stats / Values Freqs (% of Valid) Graph Missing
plot_id [integer]
Mean (sd) : 8815.3 (35904.6)
min ≤ med ≤ max:
1 ≤ 179 ≤ 163180
IQR (CV) : 251.5 (4.1)
 1567 distinct values 2775 (21.1%)
treatment [character]
1. (Empty string)
2. treatment
3. control
4. ESH-3
5. Melkam
6. K6087
7. K6090
8. K6100
9. K7148
10. K7150
[ 1418 others ]
4808(36.5%)
4532(34.4%)
525(4.0%)
30(0.2%)
29(0.2%)
27(0.2%)
27(0.2%)
27(0.2%)
27(0.2%)
27(0.2%)
3102(23.6%)
 0 (0.0%)
rep [integer]
Mean (sd) : 1.7 (0.9)
min ≤ med ≤ max:
1 ≤ 2 ≤ 11
IQR (CV) : 1 (0.5)
 11 distinct values 1767 (13.4%)
crop [character] 1. sorghum
13161(100.0%)
 0 (0.0%)
intercrops [character]
1. (Empty string)
2. maize
3. none
8104(61.6%)
27(0.2%)
5030(38.2%)
 0 (0.0%)
emergence_date [IDate, Date] 1. 1970-01-06
312(100.0%)
 12849 (97.6%)
flowering_date [IDate, Date]
min : 2002-10-18
med : 2007-11-13
max : 2017-06-30
range : 14y 8m 12d
 253 distinct values 10325 (78.5%)
maturity_date [IDate, Date]
1. 2017-07-17
2. 2017-07-18
3. 2017-07-19
4. 2017-07-20
5. 2017-07-21
6. 2017-07-22
1(2.1%)
2(4.2%)
30(62.5%)
2(4.2%)
12(25.0%)
1(2.1%)
 13113 (99.6%)
dmy_stems [numeric]
Mean (sd) : 1774.2 (1837.5)
min ≤ med ≤ max:
1 ≤ 2000 ≤ 7600
IQR (CV) : 3397.5 (1)
 323 distinct values 12165 (92.4%)
dmy_total [numeric]
Mean (sd) : 1047.4 (1094.2)
min ≤ med ≤ max:
6 ≤ 325.5 ≤ 2704
IQR (CV) : 2156 (1)
 45 distinct values 13113 (99.6%)
fwy_stems [numeric]
Mean (sd) : 4860 (6071.7)
min ≤ med ≤ max:
1.6 ≤ 4400 ≤ 47251.5
IQR (CV) : 6994.8 (1.2)
 596 distinct values 11993 (91.1%)
fwy_total [numeric]
Mean (sd) : 9625.1 (13935.3)
min ≤ med ≤ max:
450 ≤ 2546.5 ≤ 80795.4
IQR (CV) : 11500 (1.4)
 321 distinct values 12345 (93.8%)
fwy_residue [numeric]
Mean (sd) : 21428.3 (12112.8)
min ≤ med ≤ max:
2495.8 ≤ 21935 ≤ 63640
IQR (CV) : 13322.5 (0.6)
 163 distinct values 12957 (98.4%)
yield_part [character]
1. aboveground biomass
2. grain
144(1.1%)
13017(98.9%)
 0 (0.0%)
yield [numeric]
Mean (sd) : 2853.5 (1818)
min ≤ med ≤ max:
0 ≤ 2541.5 ≤ 11067.9
IQR (CV) : 2709.4 (0.6)
 8227 distinct values 561 (4.3%)
yield_moisture [numeric]
Mean (sd) : 15.7 (2.8)
min ≤ med ≤ max:
7.1 ≤ 15.8 ≤ 34
IQR (CV) : 4 (0.2)
 183 distinct values 8238 (62.6%)
yield_isfresh [logical] 1. TRUE
695(100.0%)
 12466 (94.7%)
seed_weight [numeric]
Mean (sd) : 29.4 (5)
min ≤ med ≤ max:
8 ≤ 29.5 ≤ 74
IQR (CV) : 6.5 (0.2)
 225 distinct values 8275 (62.9%)
row_spacing [integer]
Min : 60
Mean : 73.8
Max : 75
60:144(8.2%)
75:1607(91.8%)
 11410 (86.7%)
plot_area [numeric]
Mean (sd) : 13.1 (41.5)
min ≤ med ≤ max:
0.7 ≤ 7.5 ≤ 1414
IQR (CV) : 1.5 (3.2)
 212 distinct values 4942 (37.6%)
plot_length [integer] 1 distinct value
5:833(100.0%)
 12328 (93.7%)
plot_width [numeric]
Min : 0.8
Mean : 1.1
Max : 1.5
 2 distinct values 12328 (93.7%)
plant_spacing [integer] 1 distinct value
20:144(100.0%)
 13017 (98.9%)
plant_density [numeric]
Mean (sd) : 52712.4 (15083.9)
min ≤ med ≤ max:
4000 ≤ 50666.7 ≤ 106666.7
IQR (CV) : 17333.3 (0.3)
 73 distinct values 11600 (88.1%)
spike_density [numeric]
Mean (sd) : 58854.8 (20947.3)
min ≤ med ≤ max:
6666.7 ≤ 56000 ≤ 157333.3
IQR (CV) : 25333.3 (0.4)
 99 distinct values 11488 (87.3%)
rain [integer]
Mean (sd) : 570.5 (209.7)
min ≤ med ≤ max:
247 ≤ 625 ≤ 833
IQR (CV) : 462 (0.4)
 15 distinct values 10797 (82.0%)
emergence_days [integer]
Mean (sd) : 7.5 (2.1)
min ≤ med ≤ max:
5 ≤ 8 ≤ 14
IQR (CV) : 4 (0.3)
5:59(28.2%)
6:4(1.9%)
7:38(18.2%)
8:46(22.0%)
9:31(14.8%)
10:15(7.2%)
11:10(4.8%)
12:2(1.0%)
13:1(0.5%)
14:3(1.4%)
 12952 (98.4%)
flowering_days [integer]
Mean (sd) : 68.7 (16.6)
min ≤ med ≤ max:
38 ≤ 66 ≤ 192
IQR (CV) : 10 (0.2)
 118 distinct values 1658 (12.6%)
maturity_days [integer]
Mean (sd) : 110.7 (10.9)
min ≤ med ≤ max:
84 ≤ 109 ≤ 199
IQR (CV) : 13 (0.1)
 62 distinct values 8881 (67.5%)
harvest_days [integer] 1 distinct value
80:144(100.0%)
 13017 (98.9%)
plant_height [numeric]
Mean (sd) : 146 (53.3)
min ≤ med ≤ max:
7 ≤ 135.8 ≤ 466
IQR (CV) : 63 (0.4)
 1264 distinct values 1153 (8.8%)
pest_severity [numeric]
Mean (sd) : 2.3 (1)
min ≤ med ≤ max:
0 ≤ 2 ≤ 4
IQR (CV) : 2 (0.4)
 8 distinct values 11884 (90.3%)
disease_severity [character]
1. (Empty string)
2. 1
3. 2
4. 3
5. 4
6. 5
7. 3.5
8. 4.5
9. 1.5
10. 7
[ 16 others ]
9502(72.2%)
1075(8.2%)
829(6.3%)
724(5.5%)
452(3.4%)
152(1.2%)
130(1.0%)
90(0.7%)
44(0.3%)
40(0.3%)
123(0.9%)
 0 (0.0%)
severity_scale [character]
1. (Empty string)
2. 1-9
13113(99.6%)
48(0.4%)
 0 (0.0%)
drought_stress [numeric]
Mean (sd) : 2.3 (1)
min ≤ med ≤ max:
0 ≤ 2 ≤ 5
IQR (CV) : 1 (0.4)
 11 distinct values 11458 (87.1%)
stress [character]
1. (Empty string)
2. drought
3. striga
12286(93.4%)
815(6.2%)
60(0.5%)
 0 (0.0%)
harvest_index [numeric]
Mean (sd) : 21 (14.4)
min ≤ med ≤ max:
1 ≤ 18.6 ≤ 91.4
IQR (CV) : 19.5 (0.7)
 908 distinct values 12251 (93.1%)
striga_damage [logical] 1. TRUE
48(100.0%)
 13113 (99.6%)
bird_damage [character]
1. (Empty string)
2. 0
3. 1
4. 5
5. 10
6. 15
7. 2
8. 25
9. 20
10. 30
[ 23 others ]
11004(83.6%)
1590(12.1%)
154(1.2%)
103(0.8%)
69(0.5%)
35(0.3%)
30(0.2%)
29(0.2%)
21(0.2%)
18(0.1%)
108(0.8%)
 0 (0.0%)
residue_N [numeric]
Mean (sd) : 586.7 (296.8)
min ≤ med ≤ max:
115.5 ≤ 514 ≤ 1713
IQR (CV) : 385.9 (0.5)
 978 distinct values 12182 (92.6%)
on_farm [logical]
1. FALSE
2. TRUE
40(0.3%)
11393(99.7%)
 1728 (13.1%)
is_survey [logical] 1. FALSE
13161(100.0%)
 0 (0.0%)
variety [character]
1. (Empty string)
2. Phule Vasudha
3. BF 89-12/1-1-1
4. Phule Chitra
5. Local
6. Tortillero Precoz
7. CEF 322/36-1-1
8. Africana
9. BF 89-18/133-2-1
10. 99PREEIME119
[ 2961 others ]
1113(8.5%)
271(2.1%)
155(1.2%)
120(0.9%)
107(0.8%)
91(0.7%)
75(0.6%)
66(0.5%)
58(0.4%)
55(0.4%)
11050(84.0%)
 0 (0.0%)
variety_code [character]
1. (Empty string)
2. 1
3. 10
4. 100
5. 101
6. 102
7. 103
8. 104
9. 105
10. 106
[ 205 others ]
12328(93.7%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
797(6.1%)
 0 (0.0%)
variety_pedigree [character]
1. (Empty string)
2. ICSA15/M5568
3. ICSR24004
4. P9511A/PRL020817
5. PU209A/PU304
6. P9511A/PRL020761
7. P9511A/PRL020962
8. PBL984594-3A/PU304
9. PU209A/PRL021071
10. P9511A/TX2737
[ 1523 others ]
9138(69.4%)
27(0.2%)
23(0.2%)
22(0.2%)
20(0.2%)
19(0.1%)
19(0.1%)
19(0.1%)
19(0.1%)
18(0.1%)
3837(29.2%)
 0 (0.0%)
variety_type [character]
1. (Empty string)
2. hybrid
3. MI14DGPO
4. KB14DG
5. drought tolerant hyb
6. white hybrid
7. test cross hybrids
8. stay-green hybrid
9. R-line (hybrid paren
10. red hybrid
[ 19 others ]
7733(58.8%)
1618(12.3%)
408(3.1%)
407(3.1%)
400(3.0%)
386(2.9%)
308(2.3%)
294(2.2%)
264(2.0%)
214(1.6%)
1129(8.6%)
 0 (0.0%)
country [character]
1. Australia
2. Ethiopia
3. India
4. Kenya
5. Nicaragua
1607(12.2%)
4600(35.0%)
1849(14.0%)
48(0.4%)
5057(38.4%)
 0 (0.0%)
adm1 [character]
1. (Empty string)
2. Cnia_managua
3. Queensland
4. Hyderabad
5. Santo-Domingo_totoga
6. Pueblo-Nuevo
7. Unile_somoto
8. Maharashtra
9. Palacaguina
10. La Manzana_san Lucas
[ 16 others ]
4560(34.6%)
1728(13.1%)
1607(12.2%)
1116(8.5%)
866(6.6%)
638(4.8%)
567(4.3%)
361(2.7%)
263(2.0%)
228(1.7%)
1227(9.3%)
 0 (0.0%)
adm2 [character]
1. (Empty string)
2. West Hararghe
3. Hararghe
4. North Wollo
5. Western Tigray
6. Ahmednagar
7. Sitti
8. North Shewa
9. Hyderabad
10. Pune
[ 3 others ]
9728(73.9%)
1382(10.5%)
458(3.5%)
311(2.4%)
252(1.9%)
228(1.7%)
166(1.3%)
159(1.2%)
144(1.1%)
120(0.9%)
213(1.6%)
 0 (0.0%)
adm3 [character]
1. (Empty string)
2. Adama
3. Erer
4. Kafta Humera
5. Kewet
6. Kobo
7. Mieso
8. Tahtay Adiyabo
10716(81.4%)
72(0.5%)
166(1.3%)
74(0.6%)
159(1.2%)
353(2.7%)
1382(10.5%)
239(1.8%)
 0 (0.0%)
location [character]
1. (Empty string)
2. Mieso
3. Patancheru
4. Kobo
5. Shiraro
6. Cofradia
7. Caldera
8. Biloela
9. Springsure
10. Dalby Box
[ 102 others ]
3388(25.7%)
1821(13.8%)
1116(8.5%)
867(6.6%)
678(5.2%)
416(3.2%)
372(2.8%)
360(2.7%)
341(2.6%)
313(2.4%)
3489(26.5%)
 0 (0.0%)
site [character]
1. (Empty string)
2. ICRISAT
12045(91.5%)
1116(8.5%)
 0 (0.0%)
geo_uncertainty [integer]
Mean (sd) : 51747.7 (11809.1)
min ≤ med ≤ max:
25628 ≤ 51603 ≤ 91072
IQR (CV) : 2507 (0.2)
25628:9(0.4%)
29155:72(2.9%)
36657:190(7.6%)
49096:599(24.1%)
51603:1454(58.4%)
91072:166(6.7%)
 10671 (81.1%)
geo_from_source [logical]
1. FALSE
2. TRUE
12790(97.2%)
371(2.8%)
 0 (0.0%)
elevation [integer]
Mean (sd) : 375.1 (315.5)
min ≤ med ≤ max:
56 ≤ 600 ≤ 1000
IQR (CV) : 644 (0.8)
56:1728(48.8%)
600:593(16.8%)
650:45(1.3%)
675:51(1.4%)
700:866(24.5%)
750:45(1.3%)
800:198(5.6%)
900:6(0.2%)
1000:8(0.2%)
 9621 (73.1%)
geo_source [character]
1. (Empty string)
2. GADM 4.1, adm3
3. Google Maps
10597(80.5%)
2121(16.1%)
443(3.4%)
 0 (0.0%)
planting_date [character]
1. 2014-07-20
2. 2001
3. 2015-07-15
4. 2002
5. 2017-11-17
6. (Empty string)
7. 2016-12-15
8. 2020
9. 2006-09-08
10. 2014-07-26
[ 118 others ]
1064(8.1%)
985(7.5%)
730(5.5%)
622(4.7%)
576(4.4%)
564(4.3%)
540(4.1%)
478(3.6%)
468(3.6%)
407(3.1%)
6727(51.1%)
 0 (0.0%)
harvest_date [character]
1. (Empty string)
2. 2014-12-18
3. 2018-04-04
4. 2017-04-27
5. 2015-12-11
6. 2020
7. 2014-12-24
8. 2007-12-28
9. 2007-12-29
10. 2014-12-30
[ 62 others ]
5976(45.4%)
617(4.7%)
576(4.4%)
540(4.1%)
503(3.8%)
410(3.1%)
408(3.1%)
372(2.8%)
282(2.1%)
264(2.0%)
3213(24.4%)
 0 (0.0%)
fertilizer_type [character]
1. (Empty string)
2. DAP;urea;KCl
3. urea
13017(98.9%)
72(0.5%)
72(0.5%)
 0 (0.0%)
fertilizer_dap [character]
1. (Empty string)
2. 0(20.7)
3. 0(50.4);21(66.7)
13017(98.9%)
72(0.5%)
72(0.5%)
 0 (0.0%)
N_fertilizer [numeric]
Mean (sd) : 45.7 (36.1)
min ≤ med ≤ max:
0 ≤ 45 ≤ 90
IQR (CV) : 90 (0.8)
 5 distinct values 11901 (90.4%)
P_fertilizer [numeric]
Min : 0
Mean : 0.9
Max : 16.1
 2 distinct values 11901 (90.4%)
K_fertilizer [numeric]
Min : 0
Mean : 1.1
Max : 19.9
 2 distinct values 11901 (90.4%)
inoculated [logical] 1. FALSE
741(100.0%)
 12420 (94.4%)
irrigated [logical]
1. FALSE
2. TRUE
548(88.4%)
72(11.6%)
 12541 (95.3%)
irrigation_number [integer] 1 distinct value
1:72(100.0%)
 13089 (99.5%)
soil_texture [character]
1. (Empty string)
2. clay
3. clay loam
4. sand
12983(98.6%)
6(0.0%)
141(1.1%)
31(0.2%)
 0 (0.0%)