This report describes the the Carob “pest_disease” group.

This dataset combines 11 standardized individual data sources. It has has 3519 records and 86 variables for 9 crops (, cassava, groundnut, maize, none, plantain, potato, rice, sweetpotato) in 5 countries (Bangladesh, Benin, Cameroon, Kenya, Peru).


These are the first 25 records:

records
trial_id plot_id block_id season treatment rep crop intercropped intercrops emergence_date flowering_date maturity_date dmy_storage yield_part yield yield_moisture yield_isfresh yield_marketable row_spacing plot_area plant_spacing plant_density pathogen AUDPC rAUDPC root_infection nodule_weight weed_species weed_biomass weed_cover disease stress virus_severity dataset_id record_id date on_farm is_survey variety variety_code variety_type country adm1 adm2 adm3 location site longitude latitude geo_uncertainty geo_from_source elevation geo_source planting_date harvest_date foliar_fertilizer_used fertilizer_type N_fertilizer N_splits P_fertilizer K_fertilizer inoculated irrigated irrigation_method irrigation_dates land_prep_method herbicide_used herbicide_product herbicide_dates weeding_done weeding_times weeding_dates insecticide_used insecticide_product insecticide_dates fungicide_used fungicide_product fungicide_dates fungicide_times fungicide_interval landscape_position prec temp tmin tmax rhum
BEN-MAR-03 NA NA groundnut TRUE maize;cassava NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 30 weeds doi_10.18167_DVN1_X98KVY 1 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA upland NA NA NA NA NA
BEN-MAR-04 NA NA groundnut TRUE maize;cassava NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 30 weeds doi_10.18167_DVN1_X98KVY 2 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA upland NA NA NA NA NA
BEN-MAR-05 NA NA groundnut TRUE maize;oil palm NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 30 weeds doi_10.18167_DVN1_X98KVY 3 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA upland NA NA NA NA NA
BEN-MAR-06 NA NA groundnut TRUE maize NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15 weeds doi_10.18167_DVN1_X98KVY 4 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA upland NA NA NA NA NA
BEN-MAR-07 NA NA sweetpotato TRUE groundnut NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15 weeds doi_10.18167_DVN1_X98KVY 5 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA upland NA NA NA NA NA
BEN-MAR-08 NA NA none FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 100 weeds doi_10.18167_DVN1_X98KVY 6 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA NA NA NA NA NA
BEN-MAR-09 NA NA cassava FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 70 weeds doi_10.18167_DVN1_X98KVY 7 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-10 NA NA none FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 100 weeds doi_10.18167_DVN1_X98KVY 8 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA NA NA NA NA NA
BEN-MAR-11 NA NA maize FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 70 weeds doi_10.18167_DVN1_X98KVY 9 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-12 NA NA maize TRUE groundnut;okra NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 50 weeds doi_10.18167_DVN1_X98KVY 10 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-13 NA NA maize TRUE groundnut;sweetpotato NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 30 weeds doi_10.18167_DVN1_X98KVY 11 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-14 NA NA maize TRUE sweetpotato NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15 weeds doi_10.18167_DVN1_X98KVY 12 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-16 NA NA groundnut TRUE oil palm NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7 weeds doi_10.18167_DVN1_X98KVY 13 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA upland NA NA NA NA NA
BEN-MAR-17 NA NA maize TRUE groundnut NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15 weeds doi_10.18167_DVN1_X98KVY 14 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-18 NA NA maize FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 70 weeds doi_10.18167_DVN1_X98KVY 15 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-19 NA NA none FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 100 weeds doi_10.18167_DVN1_X98KVY 16 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA FALSE none NA NA NA NA NA NA NA NA NA NA NA NA NA
BEN-MAR-21 NA NA rice FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 30 weeds doi_10.18167_DVN1_X98KVY 17 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-22 NA NA rice FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7 weeds doi_10.18167_DVN1_X98KVY 18 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-23 NA NA rice FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15 weeds doi_10.18167_DVN1_X98KVY 19 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-24 NA NA rice FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 70 weeds doi_10.18167_DVN1_X98KVY 20 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-25 NA NA rice FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7 weeds doi_10.18167_DVN1_X98KVY 21 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
BEN-MAR-26 NA NA rice FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7 weeds doi_10.18167_DVN1_X98KVY 22 1970-01-01 TRUE TRUE Benin Zou Zagnanado Zagnanado Zonmon 2.3834 7.2210 15000 FALSE NA GeoNames 2390751 (Zagnanado arrondissement seat) NA NA NA NA NA NA NA TRUE flood NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
1 NA 1 potato NA NA NA NA NA tubers 52037.037 NA NA NA NA NA NA NA Phytophthora infestans 0.875 NA NA 200.23 NA NA doi_10.21223_64DNHF 1 1970-01-01 TRUE FALSE CIP316361.244 Peru Oxapampa -75.0833 -10.3333 NA FALSE NA 2021-09-30 2022-01-31 NA NA NA NA NA FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1 NA 1 potato NA NA NA NA NA tubers 1851.852 NA NA NA NA NA NA NA Phytophthora infestans 19.250 NA NA 200.17 NA NA doi_10.21223_64DNHF 2 1970-01-01 TRUE FALSE CIP304081.44 Peru Oxapampa -75.0833 -10.3333 NA FALSE NA 2021-09-30 2022-01-31 NA NA NA NA NA FALSE NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1 NA 1 potato NA NA NA NA NA tubers 37629.630 NA NA NA NA NA NA NA Phytophthora infestans 1.750 NA NA 199.56 NA NA doi_10.21223_64DNHF 3 1970-01-01 TRUE FALSE CIP316357.206 Peru Oxapampa -75.0833 -10.3333 NA FALSE NA 2021-09-30 2022-01-31 NA NA NA NA NA FALSE NA 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 [pest_disease].


We have 3519 observations, for which we have 16 unique mapped locations. 36 records do not have coordinates.


The data are further summarized in the table below

Variable Stats / Values Freqs (% of Valid) Graph Missing
plot_id [character]
1. (Empty string)
2. 1_Ebang_intercroppin
3. 1_Essong_intercroppi
4. 1_PITA23_intercroppi
5. 1_PITA24_intercroppi
6. 2_Ebang_intercroppin
7. 2_Essong_intercroppi
8. 2_PITA23_intercroppi
9. 2_PITA24_intercroppi
10. 3_Ebang_intercroppin
[ 99 others ]
3399(96.6%)
2(0.1%)
2(0.1%)
2(0.1%)
2(0.1%)
2(0.1%)
2(0.1%)
2(0.1%)
2(0.1%)
2(0.1%)
102(2.9%)
 0 (0.0%)
block_id [integer]
Mean (sd) : 2 (0.8)
min ≤ med ≤ max:
1 ≤ 2 ≤ 3
IQR (CV) : 2 (0.4)
1:12(33.3%)
2:12(33.3%)
3:12(33.3%)
 3483 (99.0%)
season [character]
1. (Empty string)
2. 2016
3. 2016/17
4. 2017
3079(87.5%)
199(5.7%)
120(3.4%)
121(3.4%)
 0 (0.0%)
treatment [character]
1. (Empty string)
2. bispyribac-sodium fb
3. farmers practices +
4. mefenacet + ben sulf
5. mefenacet + bensulfu
6. mefenacet + bensulfu
7. mefenacet+bensulfuro
8. MW fb HW
9. pendimethalim fb han
10. penoxsulam fb hand-w
[ 24 others ]
2959(84.1%)
44(1.3%)
44(1.3%)
44(1.3%)
44(1.3%)
44(1.3%)
44(1.3%)
44(1.3%)
44(1.3%)
44(1.3%)
164(4.7%)
 0 (0.0%)
rep [integer]
Mean (sd) : 2.3 (1.5)
min ≤ med ≤ max:
1 ≤ 2 ≤ 10
IQR (CV) : 2 (0.6)
1:1024(30.9%)
2:1024(30.9%)
3:980(29.6%)
4:81(2.4%)
5:60(1.8%)
6:60(1.8%)
7:20(0.6%)
8:20(0.6%)
9:20(0.6%)
10:20(0.6%)
 210 (6.0%)
crop [character]
1. (Empty string)
2. cassava
3. groundnut
4. maize
5. none
6. plantain
7. potato
8. rice
9. sweetpotato
152(4.3%)
13(0.4%)
5(0.1%)
6(0.2%)
3(0.1%)
24(0.7%)
2869(81.5%)
446(12.7%)
1(0.0%)
 0 (0.0%)
intercropped [logical]
1. FALSE
2. TRUE
12(54.5%)
10(45.5%)
 3497 (99.4%)
intercrops [character]
1. (Empty string)
2. cassava
3. none
4. plantain
5. groundnut
6. maize;cassava
7. groundnut;okra
8. groundnut;sweetpotat
9. maize
10. maize;oil palm
[ 2 others ]
3473(98.7%)
12(0.3%)
12(0.3%)
12(0.3%)
2(0.1%)
2(0.1%)
1(0.0%)
1(0.0%)
1(0.0%)
1(0.0%)
2(0.1%)
 0 (0.0%)
emergence_date [IDate, Date] 1. 2000-01-02
84(100.0%)
 3435 (97.6%)
flowering_date [IDate, Date]
1. 2018-05-17
2. 2018-05-22
3. 2018-06-05
3(4.6%)
54(83.1%)
8(12.3%)
 3454 (98.2%)
maturity_date [IDate, Date] 1. 2022-04-11
576(100.0%)
 2943 (83.6%)
dmy_storage [numeric]
Mean (sd) : 10791 (3522.2)
min ≤ med ≤ max:
1649.1 ≤ 10701.4 ≤ 26788.4
IQR (CV) : 4260 (0.3)
 477 distinct values 3042 (86.4%)
yield_part [character]
1. (Empty string)
2. fruit
3. grain
4. roots
5. tubers
258(7.3%)
24(0.7%)
440(12.5%)
12(0.3%)
2785(79.1%)
 0 (0.0%)
yield [numeric]
Mean (sd) : 27058.1 (22552.4)
min ≤ med ≤ max:
0 ≤ 22222.2 ≤ 148703.6
IQR (CV) : 33592.6 (0.8)
 1987 distinct values 394 (11.2%)
yield_moisture [logical]
All NA's
 3519 (100.0%)
yield_isfresh [logical] 1. TRUE
36(100.0%)
 3483 (99.0%)
yield_marketable [numeric]
Mean (sd) : 53008.1 (19473.5)
min ≤ med ≤ max:
2016.5 ≤ 50699.5 ≤ 132222.1
IQR (CV) : 24930 (0.4)
 422 distinct values 3042 (86.4%)
row_spacing [integer]
Mean (sd) : 88 (6.9)
min ≤ med ≤ max:
75 ≤ 90 ≤ 100
IQR (CV) : 0 (0.1)
75:192(19.2%)
90:723(72.4%)
100:84(8.4%)
 2520 (71.6%)
plot_area [numeric]
Min : 2.7
Mean : 4.2
Max : 16.8
 2 distinct values 2712 (77.1%)
plant_spacing [integer]
Min : 20
Mean : 28.1
Max : 30
20:192(19.2%)
30:807(80.8%)
 2520 (71.6%)
plant_density [numeric]
Mean (sd) : 38149.3 (3236.1)
min ≤ med ≤ max:
33333.3 ≤ 37037 ≤ 44444.4
IQR (CV) : 0 (0.1)
 3 distinct values 2520 (71.6%)
pathogen [character]
1. (Empty string)
2. Phytophthora infesta
650(18.5%)
2869(81.5%)
 0 (0.0%)
AUDPC [numeric]
Mean (sd) : 7.5 (9.2)
min ≤ med ≤ max:
0 ≤ 3.5 ≤ 45
IQR (CV) : 11.4 (1.2)
 469 distinct values 1347 (38.3%)
rAUDPC [numeric]
Mean (sd) : 0.2 (0.3)
min ≤ med ≤ max:
0 ≤ 0 ≤ 0.9
IQR (CV) : 0.4 (1.6)
 138 distinct values 3240 (92.1%)
root_infection [numeric]
Mean (sd) : 1.5 (2.7)
min ≤ med ≤ max:
0 ≤ 0 ≤ 7.4
IQR (CV) : 1.8 (1.8)
 5 distinct values 3507 (99.7%)
nodule_weight [numeric]
Mean (sd) : 198.9 (13)
min ≤ med ≤ max:
36.9 ≤ 200.2 ≤ 300.4
IQR (CV) : 1 (0.1)
 490 distinct values 2368 (67.3%)
weed_species [character]
1. (Empty string)
2. Bouteloua;Pennisetum
2943(83.6%)
576(16.4%)
 0 (0.0%)
weed_biomass [numeric]
Mean (sd) : 90.2 (60.6)
min ≤ med ≤ max:
5 ≤ 79.7 ≤ 343.3
IQR (CV) : 72.2 (0.7)
 273 distinct values 3079 (87.5%)
weed_cover [integer]
Mean (sd) : 40.1 (32.7)
min ≤ med ≤ max:
7 ≤ 30 ≤ 100
IQR (CV) : 55 (0.8)
7:4(18.2%)
15:5(22.7%)
30:5(22.7%)
50:1(4.5%)
70:4(18.2%)
100:3(13.6%)
 3497 (99.4%)
disease [character]
1. (Empty string)
2. potato late blight
3435(97.6%)
84(2.4%)
 0 (0.0%)
stress [character]
1. (Empty string)
2. disease
3. weeds
3413(97.0%)
84(2.4%)
22(0.6%)
 0 (0.0%)
virus_severity [character]
1. (Empty string)
2. high
3. low
4. medium
3412(97.0%)
13(0.4%)
60(1.7%)
34(1.0%)
 0 (0.0%)
date [IDate, Date] 1. 1970-01-01
3519(100.0%)
 0 (0.0%)
on_farm [logical]
1. FALSE
2. TRUE
84(2.5%)
3247(97.5%)
 188 (5.3%)
is_survey [logical]
1. FALSE
2. TRUE
3345(99.3%)
22(0.7%)
 152 (4.3%)
variety [character]
1. (Empty string)
2. BRRI dhan49
3. BRRI dhan28
4. Amarilis
5. Yungay
6. Kory
7. CIP396026.101
8. Canchan
9. Unica
10. TMS 96/0023
[ 459 others ]
942(26.8%)
320(9.1%)
120(3.4%)
72(2.0%)
72(2.0%)
36(1.0%)
21(0.6%)
18(0.5%)
18(0.5%)
12(0.3%)
1888(53.7%)
 0 (0.0%)
variety_code [character]
1. (Empty string)
2. Amarilis
3. Kory
4. Yungay
5. Shangi
6. 312084.73100000003
7. 312284.73700000002
8. 313001.27899999998
9. 313009.46000000002
10. 313009.84000000003
[ 217 others ]
2751(78.2%)
18(0.5%)
18(0.5%)
18(0.5%)
9(0.3%)
6(0.2%)
6(0.2%)
6(0.2%)
6(0.2%)
6(0.2%)
675(19.2%)
 0 (0.0%)
variety_type [character]
1. (Empty string)
2. check
3. genotype
4. hybrid
5. improved
6. local
7. parent
2907(82.6%)
54(1.5%)
453(12.9%)
12(0.3%)
12(0.3%)
12(0.3%)
69(2.0%)
 0 (0.0%)
country [character]
1. Bangladesh
2. Benin
3. Cameroon
4. Kenya
5. Peru
440(12.5%)
22(0.6%)
36(1.0%)
192(5.5%)
2829(80.4%)
 0 (0.0%)
adm1 [character]
1. (Empty string)
2. Huanuco
3. Junin
4. Nairobi
5. Oxapampa
6. Pasco
7. South
8. Zou
1222(34.7%)
576(16.4%)
172(4.9%)
192(5.5%)
576(16.4%)
723(20.5%)
36(1.0%)
22(0.6%)
 0 (0.0%)
adm2 [character]
1. (Empty string)
2. Concepcion
3. Oxapampa
4. Zagnanado
2686(76.3%)
88(2.5%)
723(20.5%)
22(0.6%)
 0 (0.0%)
adm3 [character]
1. (Empty string)
2. Mariscal Castilla
3. Oxapampa
4. Zagnanado
2686(76.3%)
88(2.5%)
723(20.5%)
22(0.6%)
 0 (0.0%)
location [character]
1. (Empty string)
2. Huancayo
3. Oxapampa
4. Faridpur
5. Jashore
6. Kabete
7. Comas
8. Zonmon
9. Chinchao
10. Jauja
[ 4 others ]
1188(33.8%)
812(23.1%)
723(20.5%)
220(6.3%)
220(6.3%)
192(5.5%)
88(2.5%)
22(0.6%)
9(0.3%)
9(0.3%)
36(1.0%)
 0 (0.0%)
site [character]
1. (Empty string)
2. University of Nairob
3. Viena
3239(92.0%)
192(5.5%)
88(2.5%)
 0 (0.0%)
geo_uncertainty [integer] 1 distinct value
15000:22(100.0%)
 3497 (99.4%)
geo_from_source [logical]
1. FALSE
2. TRUE
1892(64.6%)
1035(35.4%)
 592 (16.8%)
elevation [integer]
Mean (sd) : 2440.5 (726.8)
min ≤ med ≤ max:
1800 ≤ 1810 ≤ 3324
IQR (CV) : 1514 (0.3)
1800:192(11.5%)
1810:723(43.5%)
2415:88(5.3%)
3300:84(5.1%)
3324:576(34.6%)
 1856 (52.7%)
geo_source [character]
1. (Empty string)
2. GeoNames 2390751 (Za
3497(99.4%)
22(0.6%)
 0 (0.0%)
planting_date [character]
1. 2014-09-17
2. 2021-09-21
3. 2021-09-30
4. 2021-11-25
5. 2016-07-15
6. (Empty string)
7. 2016-12-10
8. 2018-06-04
9. 2018-07-04
10. 2001-12-10
[ 8 others ]
723(20.5%)
576(16.4%)
576(16.4%)
576(16.4%)
320(9.1%)
174(4.9%)
120(3.4%)
96(2.7%)
96(2.7%)
88(2.5%)
174(4.9%)
 0 (0.0%)
harvest_date [IDate, Date]
min : 2000-06-02
med : 2022-01-31
max : 2022-04-25
range : 21y 10m 23d
 11 distinct values 842 (23.9%)
foliar_fertilizer_used [logical] 1. TRUE
576(100.0%)
 2943 (83.6%)
fertilizer_type [character]
1. (Empty string)
2. AN;TSP;KCl
3. TSP;KCl
3435(97.6%)
60(1.7%)
24(0.7%)
 0 (0.0%)
N_fertilizer [integer]
Mean (sd) : 175.7 (96.7)
min ≤ med ≤ max:
0 ≤ 200 ≤ 320
IQR (CV) : 40 (0.6)
0:24(17.4%)
160:36(26.1%)
200:54(39.1%)
320:24(17.4%)
 3381 (96.1%)
N_splits [integer]
Min : 0
Mean : 1.4
Max : 2
0:24(28.6%)
2:60(71.4%)
 3435 (97.6%)
P_fertilizer [numeric]
Min : 62
Mean : 75.3
Max : 96.1
 2 distinct values 3381 (96.1%)
K_fertilizer [numeric]
Min : 100
Mean : 119.3
Max : 149.4
 2 distinct values 3381 (96.1%)
inoculated [logical] 1. FALSE
2697(100.0%)
 822 (23.4%)
irrigated [logical]
1. FALSE
2. TRUE
1397(70.4%)
587(29.6%)
 1535 (43.6%)
irrigation_method [character]
1. (Empty string)
2. flood
3. none
3497(99.4%)
11(0.3%)
11(0.3%)
 0 (0.0%)
irrigation_dates [IDate, Date] 1. 2021-12-29
576(100.0%)
 2943 (83.6%)
land_prep_method [character]
1. (Empty string)
2. rotovating;ploughing
2943(83.6%)
576(16.4%)
 0 (0.0%)
herbicide_used [logical]
1. FALSE
2. TRUE
88(8.7%)
928(91.3%)
 2503 (71.1%)
herbicide_product [character]
1. (Empty string)
2. bispyribac-sodium
3. diuron;metribuzin
4. mefenacet;bensulfuro
5. mefenacet;bensulfuro
6. mefenacet;bensulfuro
7. none
8. pendimethalin
9. penoxsulam
10. pretilachlor
2503(71.1%)
44(1.3%)
576(16.4%)
88(2.5%)
44(1.3%)
44(1.3%)
88(2.5%)
44(1.3%)
44(1.3%)
44(1.3%)
 0 (0.0%)
herbicide_dates [character]
1. (Empty string)
2. 2021-11-13;2021-12-0
2943(83.6%)
576(16.4%)
 0 (0.0%)
weeding_done [logical] 1. TRUE
1016(100.0%)
 2503 (71.1%)
weeding_times [integer] 1 distinct value
4:576(100.0%)
 2943 (83.6%)
weeding_dates [character]
1. (Empty string)
2. 2021-11-27;2021-12-0
2943(83.6%)
576(16.4%)
 0 (0.0%)
insecticide_used [logical] 1. TRUE
576(100.0%)
 2943 (83.6%)
insecticide_product [character]
1. (Empty string)
2. deltamethrin;fiproni
2943(83.6%)
576(16.4%)
 0 (0.0%)
insecticide_dates [character]
1. (Empty string)
2. 2021-12-16;2021-12-3
2943(83.6%)
576(16.4%)
 0 (0.0%)
fungicide_used [logical]
1. FALSE
2. TRUE
28(4.2%)
632(95.8%)
 2859 (81.2%)
fungicide_product [character]
1. (Empty string)
2. chlorothalonil
3. mancozeb;benomyl
2887(82.0%)
56(1.6%)
576(16.4%)
 0 (0.0%)
fungicide_dates [character]
1. (Empty string)
2. 2000-01-07;2000-01-1
3. 2000-01-07;2000-01-2
4. 2021-12-16
2887(82.0%)
28(0.8%)
28(0.8%)
576(16.4%)
 0 (0.0%)
fungicide_times [integer]
Mean (sd) : 7.3 (7.2)
min ≤ med ≤ max:
0 ≤ 5 ≤ 17
IQR (CV) : 17 (1)
0:28(33.3%)
5:28(33.3%)
17:28(33.3%)
 3435 (97.6%)
fungicide_interval [integer]
Min : 7
Mean : 10.5
Max : 14
7:28(50.0%)
14:28(50.0%)
 3463 (98.4%)
landscape_position [character]
1. (Empty string)
2. lowland
3. upland
3500(99.5%)
13(0.4%)
6(0.2%)
 0 (0.0%)
prec [numeric]
Mean (sd) : 2.3 (4.1)
min ≤ med ≤ max:
0 ≤ 0.5 ≤ 26.9
IQR (CV) : 3 (1.8)
 35 distinct values 3367 (95.7%)
temp [numeric]
Mean (sd) : 12 (1.1)
min ≤ med ≤ max:
7.1 ≤ 12 ≤ 14.2
IQR (CV) : 1.4 (0.1)
 122 distinct values 3367 (95.7%)
tmin [numeric]
Mean (sd) : 6.6 (1.9)
min ≤ med ≤ max:
1.5 ≤ 7.1 ≤ 9.9
IQR (CV) : 2.2 (0.3)
 60 distinct values 3367 (95.7%)
tmax [numeric]
Mean (sd) : 19.8 (2.6)
min ≤ med ≤ max:
11.5 ≤ 20 ≤ 28.4
IQR (CV) : 3.6 (0.1)
 101 distinct values 3367 (95.7%)
rhum [numeric]
Mean (sd) : 72.7 (10.1)
min ≤ med ≤ max:
50 ≤ 75.1 ≤ 95.7
IQR (CV) : 17.4 (0.1)
 141 distinct values 3367 (95.7%)