This report describes the the Carob “varieties_wheat” group.

This dataset combines 203 standardized individual data sources. It has has 991681 records and 69 variables for 2 crops (durum wheat, wheat) in 107 countries (Afghanistan, Algeria, Angola, Argentina, Armenia, Austria, Azerbaijan, Bangladesh, Belarus, Bhutan, Bolivia, Bosnia and Herzegovina, Botswana, Brazil, Bulgaria, Burundi, Cameroon, Canada, Chile, China, Colombia, Costa Rica, Croatia, Cuba, Cyprus, Czech Republic, Democratic Republic of the Congo, Ecuador, Egypt, Eritrea, Eswatini, Ethiopia, France, Georgia, Germany, Greece, Guatemala, Honduras, Hungary, India, Indonesia, Iran, Iraq, Israel, Italy, Japan, Jordan, Kazakhstan, Kenya, Kyrgyzstan, Lebanon, Lesotho, Libya, Macedonia, Madagascar, Malawi, Mali, Mauritius, Mexico, Mongolia, Morocco, Mozambique, Myanmar, Nepal, Netherlands, New Caledonia, New Zealand, Niger, Nigeria, North Korea, Norway, Pakistan, Paraguay, Peru, Poland, Portugal, Qatar, Romania, Russia, Saudi Arabia, Serbia, Somalia, South Africa, South Korea, Spain, Sudan, Switzerland, Syria, Taiwan, Tajikistan, Tanzania, Thailand, Tunisia, Turkey, Turkmenistan, Uganda, Ukraine, United Arab Emirates, United Kingdom, United States, Uruguay, Uzbekistan, Venezuela, Vietnam, Yemen, Zambia, Zimbabwe).


These are the first 25 records:

records
dataset_id trial_id record_id country adm1 adm2 adm3 location site longitude latitude geo_from_source planting_date emergence_date flowering_date harvest_date on_farm is_survey treatment rep crop variety variety_code variety_release_year previous_crop dmy_total fwy_residue yield_part yield seed_weight N_fertilizer N_splits P_fertilizer K_fertilizer irrigated irrigation_number irrigation_amount row_spacing seed_density plant_density spike_density rain heading_days maturity_days plant_height grain_Fe grain_Zn herbicide_used weed_species insecticide_used fungicide_used LAI bird_damage hail_damage herbicide_damage soil_type soil_pH soil_SOC soil_aluminium_toxicity powdery_mildew stem_rust leaf_rust sterility_index fusarium_scab_spike helminthosporium_sativum_leaf septoria_tritici_blotch septoria_species stripe_rust_on_leaf H_tritici_repentis
doi_10.18167_DVN1_KKMZAD 1 1 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 1 durum wheat Elpida NA 1120 NA grain 217 51.0 NA NA NA NA FALSE NA NA NA NA 700000 445 NA 128 NA 92.6 NA NA NA NA NA 4.92 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 2 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 2 durum wheat Elpida NA 1430 NA grain 182 52.0 NA NA NA NA FALSE NA NA NA NA 650000 411 NA 128 NA 94.0 NA NA NA NA NA 5.14 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 3 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 3 durum wheat Elpida NA 1190 NA grain 111 52.5 NA NA NA NA FALSE NA NA NA NA 610000 382 NA 128 NA 88.4 NA NA NA NA NA 5.11 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 4 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 4 durum wheat Elpida NA 1180 NA grain 168 53.0 NA NA NA NA FALSE NA NA NA NA 650000 503 NA 128 NA 88.2 NA NA NA NA NA 5.22 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 5 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 1 durum wheat Thraki NA 1020 NA grain 251 43.5 NA NA NA NA FALSE NA NA NA NA 680000 338 NA 129 NA 81.4 NA NA NA NA NA 4.18 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 6 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 2 durum wheat Thraki NA 550 NA grain 270 49.0 NA NA NA NA FALSE NA NA NA NA 610000 394 NA 129 NA 75.6 NA NA NA NA NA 4.96 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 7 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 3 durum wheat Thraki NA 730 NA grain 251 43.5 NA NA NA NA FALSE NA NA NA NA 740000 314 NA 129 NA 78.8 NA NA NA NA NA 4.73 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 8 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 4 durum wheat Thraki NA 790 NA grain 219 47.5 NA NA NA NA FALSE NA NA NA NA 650000 298 NA 129 NA 78.4 NA NA NA NA NA 4.83 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 9 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 1 durum wheat Maali NA 1140 NA grain 293 46.5 NA NA NA NA FALSE NA NA NA NA 540000 400 NA 131 NA 95.0 NA NA NA NA NA 5.33 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 10 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 1 durum wheat Karim NA 1070 NA grain 269 47.5 NA NA NA NA FALSE NA NA NA NA 480000 361 NA 131 NA 83.2 NA NA NA NA NA 5.23 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 11 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 2 durum wheat Karim NA 1250 NA grain 230 52.5 NA NA NA NA FALSE NA NA NA NA 510000 372 NA 131 NA 81.2 NA NA NA NA NA 5.25 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 12 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 3 durum wheat Karim NA 730 NA grain 192 42.5 NA NA NA NA FALSE NA NA NA NA 500000 410 NA 131 NA 81.6 NA NA NA NA NA 5.32 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 13 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 4 durum wheat Karim NA 700 NA grain 169 39.0 NA NA NA NA FALSE NA NA NA NA 460000 415 NA 131 NA 80.2 NA NA NA NA NA 5.60 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 14 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 2 durum wheat Maali NA 620 NA grain 286 43.5 NA NA NA NA FALSE NA NA NA NA 520000 400 NA 131 NA 94.8 NA NA NA NA NA 5.28 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 15 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 3 durum wheat Maali NA 840 NA grain 166 44.5 NA NA NA NA FALSE NA NA NA NA 580000 348 NA 131 NA 93.6 NA NA NA NA NA 5.32 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 16 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2018 NA NA NA FALSE FALSE high fertilization 4 durum wheat Maali NA 880 NA grain 234 40.5 NA NA NA NA FALSE NA NA NA NA 440000 432 NA 131 NA 87.4 NA NA NA NA NA 5.31 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 17 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 1 durum wheat Elpida NA 1060 NA grain 433 43.0 NA NA NA NA FALSE NA NA NA NA 720000 373 NA 109 NA 74.8 NA NA NA NA NA 2.64 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 18 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 2 durum wheat Elpida NA 770 NA grain 367 49.0 NA NA NA NA FALSE NA NA NA NA 620000 396 NA 109 NA 76.2 NA NA NA NA NA 3.03 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 19 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 3 durum wheat Elpida NA 1370 NA grain 291 39.0 NA NA NA NA FALSE NA NA NA NA 630000 382 NA 109 NA 71.2 NA NA NA NA NA 3.26 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 20 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 4 durum wheat Elpida NA 1270 NA grain 535 43.0 NA NA NA NA FALSE NA NA NA NA 590000 506 NA 109 NA 76.2 NA NA NA NA NA 2.67 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 21 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 1 durum wheat Thraki NA 790 NA grain 469 35.0 NA NA NA NA FALSE NA NA NA NA 820000 405 NA 111 NA 73.4 NA NA NA NA NA 4.12 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 22 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 2 durum wheat Thraki NA 790 NA grain 368 40.0 NA NA NA NA FALSE NA NA NA NA 880000 345 NA 111 NA 71.0 NA NA NA NA NA 3.64 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 23 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 3 durum wheat Thraki NA 620 NA grain 312 36.0 NA NA NA NA FALSE NA NA NA NA 770000 403 NA 111 NA 68.0 NA NA NA NA NA 2.97 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 24 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 4 durum wheat Thraki NA 710 NA grain 233 27.0 NA NA NA NA FALSE NA NA NA NA 710000 334 NA 111 NA 71.2 NA NA NA NA NA 3.36 NA NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.18167_DVN1_KKMZAD 1 25 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 NA 2019 NA NA NA FALSE FALSE high fertilization 1 durum wheat Karim NA 1190 NA grain 473 46.0 NA NA NA NA FALSE NA NA NA NA 720000 385 NA 113 NA 73.8 NA NA NA NA NA 4.28 NA NA NA NA NA NA NA NA NA NA NA NA NA


We have 991681 observations, for which we have 7531 unique mapped locations. 980 records do not have coordinates.


The data are further summarized in the table below

Variable Stats / Values Freqs (% of Valid) Graph Missing
country [character]
1. India
2. Pakistan
3. Egypt
4. Iran
5. Mexico
6. Turkey
7. South Africa
8. Spain
9. Afghanistan
10. Argentina
[ 97 others ]
190711(19.2%)
98213(9.9%)
72503(7.3%)
66357(6.7%)
60198(6.1%)
44555(4.5%)
38410(3.9%)
34689(3.5%)
32654(3.3%)
24631(2.5%)
328760(33.2%)
 0 (0.0%)
adm1 [character]
1. (Empty string)
2. Béni Mellal-Khénifra
3. Free State
4. Western Cape
972752(98.1%)
48(0.0%)
11682(1.2%)
7199(0.7%)
 0 (0.0%)
adm2 [character]
1. (Empty string)
2. Fquih Ben Salah Prov
991633(100.0%)
48(0.0%)
 0 (0.0%)
adm3 [character]
1. (Empty string)
2. Afourar
991633(100.0%)
48(0.0%)
 0 (0.0%)
location [character]
1. Sids
2. Wheat Research Insti
3. Pbs Alentejo
4. Pirsabak
5. Ludhiana -Punjab Agr
6. Dwr-Karnal
7. Shandaweel
8. Small Grain Institut
9. Quilamapu
10. Nobaria
[ 933 others ]
13575(1.4%)
12419(1.3%)
11808(1.2%)
11411(1.2%)
10343(1.0%)
9663(1.0%)
9543(1.0%)
9475(1.0%)
8858(0.9%)
8839(0.9%)
885747(89.3%)
 0 (0.0%)
site [character]
1. (Empty string)
2. HAO-DEMETER research
991585(100.0%)
96(0.0%)
 0 (0.0%)
geo_from_source [logical]
1. FALSE
2. TRUE
1490(1.8%)
82758(98.2%)
 907433 (91.5%)
planting_date [character]
1. 2020-11-15
2. 2015
3. 1997
4. 2005
5. 2020-11-20
6. 2018
7. 2012
8. 2019-11-15
9. 2013
10. 2014
[ 3496 others ]
6157(0.6%)
5228(0.5%)
5048(0.5%)
4845(0.5%)
4471(0.5%)
3994(0.4%)
3914(0.4%)
3744(0.4%)
3303(0.3%)
3244(0.3%)
947733(95.6%)
 0 (0.0%)
emergence_date [IDate, Date]
min : 1992-08-16
med : 2010-12-16
max : 2022-12-11
range : 30y 3m 25d
 2397 distinct values 345854 (34.9%)
flowering_date [IDate, Date]
min : 1998-08-16
med : 2006-10-12
max : 2014-10-24
range : 16y 2m 8d
 717 distinct values 972800 (98.1%)
harvest_date [IDate, Date]
min : 1980-10-08
med : 2008-11-08
max : 2023-07-23
range : 42y 9m 15d
 4332 distinct values 157792 (15.9%)
on_farm [logical] 1. FALSE
991472(100.0%)
 209 (0.0%)
is_survey [logical] 1. FALSE
991681(100.0%)
 0 (0.0%)
treatment [character]
1. (Empty string)
2. high fertilization
3. irrigated_early
4. irrigated_late
5. low fertilization
6. rainfed_early
7. rainfed_late
991537(100.0%)
48(0.0%)
12(0.0%)
12(0.0%)
48(0.0%)
12(0.0%)
12(0.0%)
 0 (0.0%)
rep [integer]
Mean (sd) : 1.5 (2.5)
min ≤ med ≤ max:
1 ≤ 1 ≤ 99
IQR (CV) : 1 (1.7)
 34 distinct values 209 (0.0%)
crop [character]
1. durum wheat
2. wheat
212537(21.4%)
779144(78.6%)
 0 (0.0%)
variety [character]
1. (Empty string)
2. gariep
3. elands
4. caledon
5. limpopo
6. bettadn
7. sst88
8. pan3349
9. pan3377
10. kariega
[ 97 others ]
972447(98.1%)
710(0.1%)
708(0.1%)
648(0.1%)
635(0.1%)
626(0.1%)
625(0.1%)
589(0.1%)
588(0.1%)
577(0.1%)
13528(1.4%)
 0 (0.0%)
variety_code [character]
1. (Empty string)
2. LOCAL CHECK
3. YAVAROS 79
4. ALTAR 84
5. MEXICALI C75
6. OASIS/SKAUZ//4*BCN
7. ATTILA
8. PBW343
9. SERI M 82
10. BACANORA T 88
[ 9552 others ]
19255(1.9%)
17854(1.8%)
4137(0.4%)
3739(0.4%)
3736(0.4%)
3117(0.3%)
2918(0.3%)
2860(0.3%)
2512(0.3%)
1926(0.2%)
929627(93.7%)
 0 (0.0%)
variety_release_year [integer]
Mean (sd) : 2000.3 (5.7)
min ≤ med ≤ max:
1984 ≤ 1999 ≤ 2012
IQR (CV) : 8 (0)
 23 distinct values 973451 (98.2%)
previous_crop [character]
1. (Empty string)
2. soybean
3. rice
4. maize
5. sesbania
6. cotton
7. wheat
8. mung bean
9. chickpea
10. faba bean
[ 90 others ]
706355(71.2%)
55729(5.6%)
41687(4.2%)
35535(3.6%)
17357(1.8%)
13654(1.4%)
10042(1.0%)
8951(0.9%)
7014(0.7%)
6686(0.7%)
88671(8.9%)
 0 (0.0%)
dmy_total [integer]
Mean (sd) : 924.8 (350.9)
min ≤ med ≤ max:
380 ≤ 845 ≤ 1850
IQR (CV) : 562.5 (0.4)
 62 distinct values 991585 (100.0%)
fwy_residue [numeric]
Mean (sd) : 8831.7 (2617.5)
min ≤ med ≤ max:
3442.7 ≤ 9168.6 ≤ 14100
IQR (CV) : 4651.4 (0.3)
 200 distinct values 991472 (100.0%)
yield_part [character] 1. grain
991681(100.0%)
 0 (0.0%)
yield [numeric]
Mean (sd) : 4542.3 (2442.7)
min ≤ med ≤ max:
0 ≤ 4236.9 ≤ 57999.4
IQR (CV) : 3166.8 (0.5)
 196566 distinct values 247 (0.0%)
seed_weight [numeric]
Mean (sd) : 39.7 (8.7)
min ≤ med ≤ max:
0 ≤ 39.9 ≤ 515
IQR (CV) : 9.5 (0.2)
 7282 distinct values 641871 (64.7%)
N_fertilizer [numeric]
Mean (sd) : 40.3 (131.3)
min ≤ med ≤ max:
0 ≤ 0 ≤ 9348
IQR (CV) : 78 (3.3)
 348 distinct values 19186 (1.9%)
N_splits [integer]
Mean (sd) : 0.8 (1.1)
min ≤ med ≤ max:
0 ≤ 0 ≤ 3
IQR (CV) : 2 (1.3)
0:563067(57.9%)
1:118008(12.1%)
2:186667(19.2%)
3:104705(10.8%)
 19234 (1.9%)
P_fertilizer [numeric]
Mean (sd) : 19.3 (31)
min ≤ med ≤ max:
0 ≤ 0 ≤ 469
IQR (CV) : 42 (1.6)
 211 distinct values 19186 (1.9%)
K_fertilizer [numeric]
Mean (sd) : 7.6 (18.9)
min ≤ med ≤ max:
0 ≤ 0 ≤ 200
IQR (CV) : 0 (2.5)
 133 distinct values 19234 (1.9%)
irrigated [logical]
1. FALSE
2. TRUE
429489(46.1%)
502172(53.9%)
 60020 (6.1%)
irrigation_number [integer]
Mean (sd) : 6.6 (24.2)
min ≤ med ≤ max:
0 ≤ 5 ≤ 950
IQR (CV) : 2 (3.7)
 51 distinct values 612390 (61.8%)
irrigation_amount [numeric]
Mean (sd) : 414.9 (318.9)
min ≤ med ≤ max:
0 ≤ 399.4 ≤ 4500
IQR (CV) : 304 (0.8)
 340 distinct values 902776 (91.0%)
row_spacing [numeric]
Mean (sd) : 23.8 (8.3)
min ≤ med ≤ max:
0 ≤ 22 ≤ 140
IQR (CV) : 5 (0.3)
 64 distinct values 374224 (37.7%)
seed_density [integer] 1 distinct value
160:48(100.0%)
 991633 (100.0%)
plant_density [numeric]
Mean (sd) : 701145.8 (137211.9)
min ≤ med ≤ max:
440000 ≤ 690000 ≤ 1040000
IQR (CV) : 155000 (0.2)
 45 distinct values 991585 (100.0%)
spike_density [integer]
Mean (sd) : 354 (61.9)
min ≤ med ≤ max:
192 ≤ 351.5 ≤ 523
IQR (CV) : 73 (0.2)
 77 distinct values 991585 (100.0%)
rain [numeric]
Mean (sd) : 226.4 (175.3)
min ≤ med ≤ max:
0 ≤ 200 ≤ 1420
IQR (CV) : 212 (0.8)
 1283 distinct values 858746 (86.6%)
heading_days [numeric]
Mean (sd) : 94 (28.4)
min ≤ med ≤ max:
0 ≤ 91 ≤ 317.3
IQR (CV) : 35.5 (0.3)
 4859 distinct values 205766 (20.7%)
maturity_days [numeric]
Mean (sd) : 138.7 (31.3)
min ≤ med ≤ max:
66 ≤ 137 ≤ 484
IQR (CV) : 37 (0.2)
 2582 distinct values 742002 (74.8%)
plant_height [numeric]
Mean (sd) : 89 (15.5)
min ≤ med ≤ max:
12.5 ≤ 90 ≤ 1100
IQR (CV) : 20 (0.2)
 6002 distinct values 175312 (17.7%)
grain_Fe [numeric]
Mean (sd) : 34.3 (6)
min ≤ med ≤ max:
22.9 ≤ 33.5 ≤ 67.9
IQR (CV) : 6.7 (0.2)
 365 distinct values 990314 (99.9%)
grain_Zn [numeric]
Mean (sd) : 29.4 (4.7)
min ≤ med ≤ max:
15.8 ≤ 29.5 ≤ 43.8
IQR (CV) : 6.4 (0.2)
 342 distinct values 990314 (99.9%)
herbicide_used [logical]
1. FALSE
2. TRUE
141566(24.8%)
429856(75.2%)
 420259 (42.4%)
weed_species [character]
1. (Empty string)
2. phalaris minor
3. moderate
4. chenopodium album
5. nil
6. no weed problem
7. eragrostis sp.
8. moderate - partheniu
9. fumaria officinalis
10. chenopodium spp.
[ 1079 others ]
835947(84.3%)
3864(0.4%)
2825(0.3%)
1192(0.1%)
957(0.1%)
935(0.1%)
920(0.1%)
883(0.1%)
872(0.1%)
859(0.1%)
142427(14.4%)
 0 (0.0%)
insecticide_used [logical]
1. FALSE
2. TRUE
234027(62.0%)
143278(38.0%)
 614376 (62.0%)
fungicide_used [logical]
1. FALSE
2. TRUE
280953(89.1%)
34515(10.9%)
 676213 (68.2%)
LAI [numeric]
Mean (sd) : 3.4 (1.3)
min ≤ med ≤ max:
1.2 ≤ 3.2 ≤ 5.6
IQR (CV) : 2.3 (0.4)
 87 distinct values 991585 (100.0%)
bird_damage [character]
1. none
2. (Empty string)
3. traces
4. slight
5. moderate
6. severe
7. 95
8. 98
9. 10
10. 90
[ 13 others ]
482940(48.7%)
310794(31.3%)
101223(10.2%)
66018(6.7%)
25193(2.5%)
5425(0.5%)
19(0.0%)
13(0.0%)
9(0.0%)
9(0.0%)
38(0.0%)
 0 (0.0%)
hail_damage [character]
1. (Empty string)
2. 0
3. 10
4. 15
5. 5
6. moderate
7. none
8. severe
9. slight
10. traces
365375(36.8%)
62(0.0%)
27(0.0%)
9(0.0%)
82(0.0%)
6129(0.6%)
588001(59.3%)
4111(0.4%)
9150(0.9%)
18735(1.9%)
 0 (0.0%)
herbicide_damage [character]
1. (Empty string)
2. moderate
3. none
4. severe
5. slight
6. traces
359820(36.3%)
3297(0.3%)
575402(58.0%)
1054(0.1%)
15595(1.6%)
36513(3.7%)
 0 (0.0%)
soil_type [character]
1. (Empty string)
2. sandy loam
3. clay loam
4. vertisol
5. clay
6. loam
7. medium black
8. alluvial
9. deep black soil
10. xerosol
[ 617 others ]
747088(75.3%)
30689(3.1%)
18601(1.9%)
9078(0.9%)
8413(0.8%)
6177(0.6%)
5269(0.5%)
4758(0.5%)
4293(0.4%)
3763(0.4%)
153552(15.5%)
 0 (0.0%)
soil_pH [numeric]
Mean (sd) : 7.3 (4)
min ≤ med ≤ max:
3 ≤ 7.6 ≤ 79
IQR (CV) : 2.1 (0.5)
 54 distinct values 918763 (92.6%)
soil_SOC [numeric]
Mean (sd) : 1.5 (3.1)
min ≤ med ≤ max:
0 ≤ 0.9 ≤ 55.7
IQR (CV) : 1.1 (2)
 216 distinct values 830946 (83.8%)
soil_aluminium_toxicity [logical]
1. FALSE
2. TRUE
899704(98.6%)
12932(1.4%)
 79045 (8.0%)
powdery_mildew [numeric]
Mean (sd) : 3.7 (2.8)
min ≤ med ≤ max:
0 ≤ 3.2 ≤ 9.9
IQR (CV) : 5 (0.8)
 732 distinct values 931547 (93.9%)
stem_rust [numeric]
Mean (sd) : 11.7 (20.2)
min ≤ med ≤ max:
0 ≤ 1 ≤ 880
IQR (CV) : 15 (1.7)
 757 distinct values 945918 (95.4%)
leaf_rust [numeric]
Mean (sd) : 9.3 (18.3)
min ≤ med ≤ max:
0 ≤ 0.2 ≤ 105
IQR (CV) : 10 (2)
 1531 distinct values 841700 (84.9%)
sterility_index [numeric]
Mean (sd) : 2.3 (3.3)
min ≤ med ≤ max:
0 ≤ 0 ≤ 10
IQR (CV) : 4 (1.4)
 63 distinct values 990617 (99.9%)
fusarium_scab_spike [numeric]
Mean (sd) : 18.3 (20.8)
min ≤ med ≤ max:
0 ≤ 10 ≤ 100
IQR (CV) : 29.9 (1.1)
 201 distinct values 986087 (99.4%)
helminthosporium_sativum_leaf [numeric]
Mean (sd) : 4.9 (2.7)
min ≤ med ≤ max:
0 ≤ 4.9 ≤ 9.9
IQR (CV) : 4.4 (0.6)
 790 distinct values 959580 (96.8%)
septoria_tritici_blotch [numeric]
Mean (sd) : 4.4 (2.6)
min ≤ med ≤ max:
0 ≤ 4.2 ≤ 9.9
IQR (CV) : 4.5 (0.6)
 609 distinct values 958996 (96.7%)
septoria_species [numeric]
Mean (sd) : 5 (2.7)
min ≤ med ≤ max:
0 ≤ 5 ≤ 9.8
IQR (CV) : 4.2 (0.5)
 268 distinct values 982279 (99.1%)
stripe_rust_on_leaf [numeric]
Mean (sd) : 10.2 (18.5)
min ≤ med ≤ max:
0 ≤ 0.8 ≤ 565
IQR (CV) : 10 (1.8)
 1438 distinct values 852718 (86.0%)
H_tritici_repentis [numeric]
Mean (sd) : 5.1 (2.5)
min ≤ med ≤ max:
0 ≤ 5.4 ≤ 9.8
IQR (CV) : 4.2 (0.5)
 123 distinct values 987791 (99.6%)