This report describes the the Carob “varieties_wheat” group.

This dataset combines 212 standardized individual data sources. It has has 998838 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 record_id country adm1 adm2 adm3 location site longitude latitude geo_from_source trial_id 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 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4450000 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 2 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4110000 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 3 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3820000 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 4 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 5030000 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 5 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3380000 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 6 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3940000 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 7 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3140000 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 8 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 2980000 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 9 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4000000 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 10 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3610000 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 11 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3720000 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 12 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4100000 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 13 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4150000 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 14 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4000000 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 15 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3480000 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 16 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4320000 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 17 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3730000 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 18 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3960000 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 19 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3820000 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 20 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 5060000 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 21 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4050000 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 22 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3450000 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 23 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 4030000 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 24 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3340000 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 25 Greece Thessaloniki HAO-DEMETER research station 22.998 40.538 FALSE 1 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 3850000 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


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


We have 998838 observations, for which we have 7620 unique mapped locations. 664 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 ]
194116(19.4%)
99324(9.9%)
72837(7.3%)
66735(6.7%)
60597(6.1%)
44669(4.5%)
38524(3.9%)
34689(3.5%)
32654(3.3%)
24631(2.5%)
330062(33.0%)
 0 (0.0%)
adm1 [character]
1. (Empty string)
2. Béni Mellal-Khénifra
3. Free State
4. Western Cape
979909(98.1%)
48(0.0%)
11682(1.2%)
7199(0.7%)
 0 (0.0%)
adm2 [character]
1. (Empty string)
2. Fquih Ben Salah Prov
998790(100.0%)
48(0.0%)
 0 (0.0%)
adm3 [character]
1. (Empty string)
2. Afourar
998790(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
[ 939 others ]
13689(1.4%)
12567(1.3%)
11820(1.2%)
11587(1.2%)
10734(1.1%)
9663(1.0%)
9657(1.0%)
9475(0.9%)
8972(0.9%)
8839(0.9%)
891835(89.3%)
 0 (0.0%)
site [character]
1. (Empty string)
2. HAO-DEMETER research
998742(100.0%)
96(0.0%)
 0 (0.0%)
geo_from_source [logical]
1. FALSE
2. TRUE
25625(2.6%)
972233(97.4%)
 980 (0.1%)
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. 2016
10. 2013
[ 3482 others ]
6157(0.6%)
5291(0.5%)
5048(0.5%)
4845(0.5%)
4471(0.4%)
3994(0.4%)
3972(0.4%)
3744(0.4%)
3674(0.4%)
3303(0.3%)
954339(95.5%)
 0 (0.0%)
emergence_date [IDate, Date]
min : 1992-08-16
med : 2010-12-31
max : 2022-12-11
range : 30y 3m 25d
 2400 distinct values 348029 (34.8%)
flowering_date [IDate, Date]
min : 1998-08-16
med : 2006-10-12
max : 2014-10-24
range : 16y 2m 8d
 717 distinct values 979957 (98.1%)
harvest_date [IDate, Date]
min : 1980-10-08
med : 2009-04-09
max : 2023-07-23
range : 42y 9m 15d
 4339 distinct values 159475 (16.0%)
on_farm [logical] 1. FALSE
998629(100.0%)
 209 (0.0%)
is_survey [logical] 1. FALSE
998838(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
998694(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(21.3%)
786301(78.7%)
 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 ]
979604(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
[ 9850 others ]
19255(1.9%)
17966(1.8%)
4148(0.4%)
3750(0.4%)
3747(0.4%)
3117(0.3%)
2918(0.3%)
2867(0.3%)
2512(0.3%)
1926(0.2%)
936632(93.8%)
 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 980608 (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
[ 85 others ]
712211(71.3%)
55929(5.6%)
42287(4.2%)
35735(3.6%)
17537(1.8%)
13854(1.4%)
10042(1.0%)
9051(0.9%)
7014(0.7%)
6686(0.7%)
88492(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 998742 (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 998629 (100.0%)
yield_part [character] 1. grain
998838(100.0%)
 0 (0.0%)
yield [numeric]
Mean (sd) : 4542.6 (2439.4)
min ≤ med ≤ max:
0 ≤ 4238.1 ≤ 57999.4
IQR (CV) : 3160.6 (0.5)
 197675 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)
 7516 distinct values 644789 (64.6%)
N_fertilizer [numeric]
Mean (sd) : 40.3 (130.9)
min ≤ med ≤ max:
0 ≤ 0 ≤ 9348
IQR (CV) : 78 (3.2)
 349 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)
0:567974(58.0%)
1:118158(12.1%)
2:187467(19.1%)
3:106005(10.8%)
 19234 (1.9%)
P_fertilizer [numeric]
Mean (sd) : 19.2 (30.7)
min ≤ med ≤ max:
0 ≤ 0 ≤ 350
IQR (CV) : 42 (1.6)
 210 distinct values 19286 (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
431711(46.0%)
507049(54.0%)
 60078 (6.0%)
irrigation_number [integer]
Mean (sd) : 5.3 (3.5)
min ≤ med ≤ max:
0 ≤ 5 ≤ 44
IQR (CV) : 2 (0.7)
 34 distinct values 618401 (61.9%)
irrigation_amount [numeric]
Mean (sd) : 414.5 (317.6)
min ≤ med ≤ max:
0 ≤ 399.4 ≤ 4500
IQR (CV) : 301 (0.8)
 344 distinct values 908986 (91.0%)
row_spacing [numeric]
Mean (sd) : 23.9 (8.3)
min ≤ med ≤ max:
0.8 ≤ 22 ≤ 140
IQR (CV) : 5 (0.3)
 63 distinct values 379369 (38.0%)
seed_density [integer] 1 distinct value
160:48(100.0%)
 998790 (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 998742 (100.0%)
spike_density [numeric]
Mean (sd) : 3540104 (619399.5)
min ≤ med ≤ max:
1920000 ≤ 3515000 ≤ 5230000
IQR (CV) : 730000 (0.2)
 77 distinct values 998742 (100.0%)
rain [numeric]
Mean (sd) : 224.6 (175.2)
min ≤ med ≤ max:
0 ≤ 198 ≤ 1420
IQR (CV) : 216.4 (0.8)
 1290 distinct values 864045 (86.5%)
heading_days [numeric]
Mean (sd) : 93.9 (28.4)
min ≤ med ≤ max:
16 ≤ 91 ≤ 317.3
IQR (CV) : 35.7 (0.3)
 4894 distinct values 206440 (20.7%)
maturity_days [numeric]
Mean (sd) : 138.5 (30.6)
min ≤ med ≤ max:
66 ≤ 136 ≤ 354
IQR (CV) : 37 (0.2)
 2596 distinct values 746750 (74.8%)
plant_height [numeric]
Mean (sd) : 89.1 (15.5)
min ≤ med ≤ max:
12.5 ≤ 90 ≤ 1100
IQR (CV) : 20 (0.2)
 6180 distinct values 175979 (17.6%)
grain_Fe [numeric]
Mean (sd) : 35.6 (5.8)
min ≤ med ≤ max:
21 ≤ 35.1 ≤ 70.5
IQR (CV) : 7.6 (0.2)
 717 distinct values 994811 (99.6%)
grain_Zn [numeric]
Mean (sd) : 34.8 (8.5)
min ≤ med ≤ max:
14.4 ≤ 33.3 ≤ 64
IQR (CV) : 11.6 (0.2)
 1018 distinct values 994811 (99.6%)
herbicide_used [logical]
1. FALSE
2. TRUE
143486(24.9%)
432886(75.1%)
 422466 (42.3%)
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.
[ 1093 others ]
840872(84.2%)
3864(0.4%)
2825(0.3%)
1472(0.1%)
957(0.1%)
935(0.1%)
920(0.1%)
883(0.1%)
872(0.1%)
859(0.1%)
144379(14.5%)
 0 (0.0%)
insecticide_used [logical]
1. FALSE
2. TRUE
237106(62.1%)
144449(37.9%)
 617283 (61.8%)
fungicide_used [logical]
1. FALSE
2. TRUE
284542(89.1%)
34876(10.9%)
 679420 (68.0%)
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 998742 (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 ]
487544(48.8%)
312460(31.3%)
101718(10.2%)
66410(6.6%)
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
367221(36.8%)
62(0.0%)
27(0.0%)
9(0.0%)
82(0.0%)
6176(0.6%)
592650(59.3%)
4300(0.4%)
9150(0.9%)
19161(1.9%)
 0 (0.0%)
herbicide_damage [character]
1. (Empty string)
2. moderate
3. none
4. severe
5. slight
6. traces
361666(36.2%)
3344(0.3%)
580654(58.1%)
1054(0.1%)
15607(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 ]
754149(75.5%)
30737(3.1%)
18601(1.9%)
9078(0.9%)
8413(0.8%)
6225(0.6%)
5269(0.5%)
4758(0.5%)
4293(0.4%)
3763(0.4%)
153552(15.4%)
 0 (0.0%)
soil_pH [numeric]
Mean (sd) : 7.1 (1.2)
min ≤ med ≤ max:
3 ≤ 7.6 ≤ 8.8
IQR (CV) : 2.1 (0.2)
 51 distinct values 925872 (92.7%)
soil_SOC [numeric]
Mean (sd) : 1.5 (3)
min ≤ med ≤ max:
0 ≤ 0.9 ≤ 55.7
IQR (CV) : 1.1 (2)
 215 distinct values 838339 (83.9%)
soil_aluminium_toxicity [logical]
1. FALSE
2. TRUE
906803(98.6%)
12932(1.4%)
 79103 (7.9%)
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 938704 (94.0%)
stem_rust [numeric]
Mean (sd) : 11.8 (20.3)
min ≤ med ≤ max:
0 ≤ 1 ≤ 880
IQR (CV) : 15 (1.7)
 763 distinct values 952961 (95.4%)
leaf_rust [numeric]
Mean (sd) : 9.3 (18.3)
min ≤ med ≤ max:
0 ≤ 0.2 ≤ 105
IQR (CV) : 9.2 (2)
 1538 distinct values 847878 (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 997774 (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 993244 (99.4%)
helminthosporium_sativum_leaf [numeric]
Mean (sd) : 4.8 (2.7)
min ≤ med ≤ max:
0 ≤ 4.9 ≤ 9.9
IQR (CV) : 4.4 (0.6)
 790 distinct values 966649 (96.8%)
septoria_tritici_blotch [numeric]
Mean (sd) : 4.4 (2.6)
min ≤ med ≤ max:
0 ≤ 4.1 ≤ 9.9
IQR (CV) : 4.5 (0.6)
 610 distinct values 966039 (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 989436 (99.1%)
stripe_rust_on_leaf [numeric]
Mean (sd) : 10.1 (18.5)
min ≤ med ≤ max:
0 ≤ 1 ≤ 565
IQR (CV) : 10 (1.8)
 1454 distinct values 858277 (85.9%)
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 994948 (99.6%)