MAR_2014-2019_GGP-P_v01_EN_M_A_OCS
MAR_2014-2019_GGP-P_v01_EN_M_A_OCS_v01
Office of Chief Statistician
Nesstar Publisher
DDI_MAR_2014-2019_GGP-P_v01_EN_M_A_OCS_FAO
Good Growth Plan, 2014-2019
GGP-P 2014-2019
MAR_2014-2019_GGP-P_v01_EN_M_A_OCS
Syngenta
Kynetec
Nesstar Publisher
The Good Growth Plan team
Agricultural Survey [ag/oth]
Input efficiency
Crop productivity
Agriculture
The Good Growth Plan
Agriculture & Rural Development
Environment
Agricultural input efficiency
Syngenta is committed to increasing crop productivity and to using limited resources such as land, water and inputs more efficiently. Since 2014, Syngenta has been measuring trends in agricultural input efficiency on a global network of real farms. The Good Growth Plan dataset shows aggregated productivity and resource efficiency indicators by harvest year. The data has been collected from more than 4,000 farms and covers more than 20 different crops in 46 countries. The data (except USA data and for Barley in UK, Germany, Poland, Czech Republic, France and Spain) was collected, consolidated and reported by Kynetec (previously Market Probe), an independent market research agency. It can be used as benchmarks for crop yield and input efficiency.
Morocco
National Coverage
Agricultural holdings
Sample survey data [ssd]
Data was collected on the usage of inputs, such as crop protection products, chemical fertilizer, seeding rates, labor hours, machinery usage hours, and marketable crop yield on a per hectare basis.
Face-to-face [f2f]
The users shall not take any action with the purpose of identifying any individual entity (i.e. person, household, enterprise, etc.) in the micro dataset(s). If such a disclosure is made inadvertently, no use will be made of the information, and it will be reported immediately to FAO
The Good Growth Plan Progress Data - Productivity 2019. Dataset downloaded from https://microdata.fao.org.
The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses
crop_protection_country_MAR.NSDstat
1527
34
Nesstar 200801
Farm_level_data_MAR.NSDstat
531
32
Nesstar 200801
Fertilizers_MAR.NSDstat
897
17
Nesstar 200801
global_farm_data_country_MAR.NSDstat
531
249
Nesstar 200801
Q382_data_MAR.NSDstat
4483
9
Nesstar 200801
seed_treatment_MAR.NSDstat
68
22
Nesstar 200801
Location_MAR.NSDstat
531
18
Nesstar 200801
Data collection wave
1527
0
2014
2019
2016.324
1.821
To which field/plot does the information relate to?
1527
0
A
1261
B
266
Unique cluster ID
1527
0
MoroccoMaize1
73
MoroccoPotato1
810
MoroccoTomato1
78
MoroccoWheat1
566
Country
1527
0
Morocco
1527
FARMTYPE
1527
0
BF
1061
RF
466
Unique respondent ID
1527
0
28112100
21
28112700
6
28112900
2
2811300
3
28115100
16
28117100
2
28117200
2
28117300
27
28117400
22
28122100
23
28122300
6
28122400
26
28123000
20
28123100
14
28123200
12
28123300
23
28123400
18
28132500
20
28132600
10
28132700
18
28132800
22
28132900
14
28133000
10
28133100
4
28133200
8
28133300
10
2815200
14
2815300
13
2817200
10
2818400
12
2818800
10
2818900
5
2819000
5
2819100
10
2819200
23
2819500
5
2820100
2
2820200
4
2820300
1
2820400
4
2820500
3
2820600
4
2820700
1
2820800
4
2820900
1
2821000
1
28210200
2
28210400
2
28210800
2
28210900
2
2821100
1
28211100
1
28211200
2
28211500
3
28211600
3
28211700
2
28211800
3
28211900
2
2821200
1
28212000
2
28212100
3
28212200
3
28212300
6
28212400
4
28212500
4
28212600
6
28212800
4
2821400
2
2821500
1
2821600
3
2821700
2
28217500
2
28217600
2
28217700
2
28217800
2
2821800
2
2822000
3
28220000
22
28220100
11
28220200
9
28220300
22
28220400
18
28220500
8
28220600
21
28220700
7
28220800
27
28220900
8
2822100
1
28221000
6
28221100
21
28221200
20
28221300
10
28221400
20
28221500
16
28221600
22
28221700
19
28221800
15
28221900
10
2822200
1
28222000
20
28222200
10
28222500
23
2822300
1
2822600
12
2822700
5
28227600
17
2822800
11
2822900
11
2823000
8
28230000
6
28230100
18
28230200
12
28230300
12
28230400
10
28230500
14
28230600
4
28230700
4
28230800
6
28230900
6
2823100
8
28231000
2
28231100
18
28231200
16
28231300
12
28231400
2
28231500
4
28231600
8
28231700
14
28231800
6
28231900
2
2823200
1
28232000
4
28232100
8
28232200
2
28232300
10
28232400
16
28232500
8
2823300
2
2823400
2
2823500
1
2823600
1
2823700
2
2823800
2
2823900
2
2824000
1
2824100
1
2824200
10
2824300
5
2824600
6
2824700
3
2824800
1
2824900
2
2825100
1
2825400
10
2825500
8
2825600
6
2825700
10
2825800
10
2825900
6
2826000
9
2826100
10
2826200
4
2826300
2
2826400
2
2826500
8
2826600
5
2826700
5
2826800
8
2826900
6
2827000
4
2827100
9
2827300
5
2827400
10
2827500
4
2827600
12
2827700
3
2827800
6
2827900
11
2828000
11
2828100
5
2828200
10
2828300
2
2828400
10
2828500
12
2828600
4
2828700
6
2829300
10
2829400
7
Unique code of a product within application
1527
0
1
1143
10
11
11
2
12
1
13
1
14
1
15
1
16
1
17
1
18
1
19
1
2
176
20
1
21
1
22
1
23
1
3
50
4
34
5
27
6
22
7
20
8
16
9
14
The crop of focus
1527
0
Corn
73
Potato
810
Tomato
78
Wheat
566
Unique code of an application per field per grower
1137
0
1
461
10
6
11
1
12
1
13
1
2
291
3
140
4
90
5
62
6
47
7
19
8
12
9
6
Q241 a. Timing of product application
1523
0
2013-10-01
6
2013-10-04
2
2014-01-01
12
2014-01-02
4
2014-01-03
2
2014-01-04
2
2014-01-15
3
2014-01-20
1
2014-01-22
1
2014-01-26
1
2014-01-27
2
2014-02-01
16
2014-02-02
5
2014-02-03
1
2014-02-04
2
2014-02-06
4
2014-02-07
7
2014-02-10
11
2014-02-12
3
2014-02-15
6
2014-02-17
3
2014-02-20
6
2014-02-21
1
2014-02-27
1
2014-02-28
4
2014-03-01
15
2014-03-02
4
2014-03-03
1
2014-03-04
2
2014-03-05
2
2014-03-06
1
2014-03-07
1
2014-03-09
1
2014-03-10
14
2014-03-12
2
2014-03-15
16
2014-03-17
2
2014-03-19
2
2014-03-20
5
2014-03-21
4
2014-03-22
1
2014-03-23
1
2014-03-25
5
2014-03-27
2
2014-03-30
4
2014-04-01
7
2014-04-05
1
2014-04-07
1
2014-04-08
4
2014-04-09
1
2014-04-10
3
2014-04-11
1
2014-04-12
3
2014-04-14
1
2014-04-15
11
2014-04-17
1
2014-04-18
1
2014-04-20
9
2014-04-21
6
2014-04-22
3
2014-04-23
1
2014-04-24
1
2014-04-28
6
2014-04-29
3
2014-04-30
5
2014-05-01
6
2014-05-02
1
2014-05-03
1
2014-05-05
1
2014-05-07
1
2014-05-10
2
2014-05-15
5
2014-05-19
1
2014-05-20
6
2014-05-22
1
2014-05-26
1
2014-05-30
1
2014-06-01
9
2014-06-02
1
2014-06-03
1
2014-06-04
1
2014-06-06
1
2014-06-15
7
2014-06-18
5
2014-06-20
1
2014-06-23
1
2014-06-26
2
2014-06-27
1
2014-06-30
4
2014-07-01
3
2014-07-02
2
2014-07-07
1
2014-07-10
3
2014-07-12
1
2014-07-14
2
2014-07-15
1
2014-07-19
1
2014-07-20
4
2014-07-25
1
2014-07-28
1
2014-07-30
2
2014-08-01
2
2014-08-02
3
2014-08-03
1
2014-08-08
1
2014-08-10
1
2014-08-12
1
2014-08-13
1
2014-08-18
2
2014-08-23
1
2014-08-25
2
2014-08-30
2
2014-09-01
1
2014-09-02
1
2014-09-07
1
2014-09-12
1
2014-09-15
1
2014-09-20
2
2014-09-24
1
2014-09-27
1
2014-09-29
1
2014-10-01
1
2014-10-07
1
2014-10-08
1
2014-10-10
1
2014-10-18
1
2014-10-24
1
2014-11-01
2
2014-11-03
1
2014-11-05
1
2014-11-12
1
2014-11-14
1
2014-11-23
1
2014-12-01
1
2014-12-12
1
2014-12-15
1
2014-12-20
1
2014-12-28
1
2015-01-01
12
2015-01-05
1
2015-01-10
8
2015-01-15
14
2015-01-20
10
2015-01-30
1
2015-02-01
10
2015-02-08
2
2015-02-15
8
2015-02-20
10
2015-02-21
2
2015-03-01
28
2015-03-02
2
2015-03-03
2
2015-03-04
1
2015-03-07
1
2015-03-10
6
2015-03-15
11
2015-03-20
2
2015-03-25
1
2015-04-01
10
2015-04-02
2
2015-04-03
2
2015-04-04
1
2015-04-05
1
2015-04-07
1
2015-04-10
8
2015-04-15
5
2015-04-30
1
2015-05-01
3
2015-05-02
1
2015-05-03
2
2015-05-10
2
2015-05-15
4
2015-05-20
1
2015-05-25
1
2015-05-28
1
2015-06-01
1
2015-06-02
1
2015-06-03
1
2015-06-15
4
2015-06-16
1
2015-06-20
1
2015-06-25
1
2015-07-01
1
2015-07-02
1
2015-07-03
1
2015-07-15
1
2015-07-16
1
2015-11-01
2
2015-11-15
2
2015-11-20
1
2015-11-25
2
2015-12-01
2
2015-12-20
1
2015-12-30
12
2016-01-01
11
2016-01-15
7
2016-01-16
1
2016-01-20
7
2016-01-25
1
2016-01-30
2
2016-02-01
14
2016-02-02
8
2016-02-03
1
2016-02-04
1
2016-02-05
3
2016-02-06
1
2016-02-10
8
2016-02-15
10
2016-02-16
2
2016-02-17
1
2016-02-20
24
2016-02-25
2
2016-02-27
1
2016-02-28
1
2016-02-29
1
2016-03-01
18
2016-03-03
3
2016-03-05
1
2016-03-06
2
2016-03-10
9
2016-03-15
11
2016-03-16
1
2016-03-20
1
2016-03-28
2
2016-03-30
9
2016-04-01
11
2016-04-04
3
2016-04-05
1
2016-04-10
4
2016-04-15
8
2016-04-20
1
2016-04-25
4
2016-04-30
1
2016-05-01
1
2016-05-30
1
2016-12-01
8
2016-12-10
5
2016-12-15
11
2016-12-19
1
2016-12-20
8
2017-01-01
8
2017-01-02
2
2017-01-05
2
2017-01-07
4
2017-01-08
8
2017-01-10
18
2017-01-15
21
2017-01-20
4
2017-02-01
13
2017-02-04
2
2017-02-07
1
2017-02-08
1
2017-02-10
2
2017-02-12
1
2017-02-15
5
2017-02-16
1
2017-02-20
9
2017-02-22
1
2017-02-25
5
2017-02-26
1
2017-02-27
1
2017-02-28
2
2017-03-01
13
2017-03-02
2
2017-03-03
1
2017-03-05
4
2017-03-10
4
2017-03-15
7
2017-03-16
1
2017-03-17
1
2017-03-20
3
2017-03-21
1
2017-03-24
2
2017-03-25
4
2017-03-28
2
2017-03-30
1
2017-04-01
8
2017-04-04
1
2017-04-08
3
2017-04-10
4
2017-04-15
8
2017-04-20
4
2017-04-25
5
2017-04-30
1
2017-05-01
5
2017-05-15
1
2017-05-25
1
2017-12-20
2
2018-01-01
1
2018-01-15
1
2018-02-01
2
2018-02-10
2
2018-02-15
28
2018-02-20
18
2018-02-25
1
2018-02-26
8
2018-02-28
4
2018-03-01
25
2018-03-05
3
2018-03-08
1
2018-03-10
10
2018-03-13
1
2018-03-15
14
2018-03-20
8
2018-03-25
7
2018-03-28
1
2018-03-30
8
2018-04-01
11
2018-04-08
1
2018-04-10
7
2018-04-13
1
2018-04-15
10
2018-04-18
1
2018-04-20
7
2018-04-25
5
2018-04-29
1
2018-04-30
4
2018-05-01
7
2018-05-05
1
2018-05-10
4
2018-05-15
7
2018-05-20
4
2018-05-25
2
2018-05-28
1
2018-05-30
2
2018-06-03
1
2018-06-10
1
2018-10-01
1
2019-01-15
2
2019-01-20
2
2019-01-21
2
2019-02-01
7
2019-02-05
1
2019-02-10
6
2019-02-13
2
2019-02-15
8
2019-02-16
2
2019-02-20
10
2019-02-22
4
2019-02-24
2
2019-02-25
4
2019-02-28
1
2019-03-01
8
2019-03-02
3
2019-03-10
7
2019-03-11
2
2019-03-15
15
2019-03-20
15
2019-03-21
1
2019-03-25
8
2019-03-30
11
2019-04-01
22
2019-04-04
2
2019-04-10
11
2019-04-15
16
2019-04-20
4
2019-04-21
2
2019-04-25
8
2019-04-30
13
2019-05-01
13
2019-05-10
7
2019-05-15
15
2019-05-20
4
2019-05-25
8
2019-05-30
10
2019-06-01
4
2019-06-10
1
2019-06-15
2
Q241 b.Type of product
1526
1
1
Herbicide
479
2
Insecticide
267
3
Fungicide
679
4
Plant growth regulator, harvest aids,adjuvants
93
5
Nematicides, molluscicides
4
6
Miticides, acaricides
4
Sysmiss
1
Q241 c . Brand product name
1527
0
confidential
1527
Q241 c1. Brand product formulation
873
0
confidential
873
CODED VARIABLE - stringcode
1527
0
confidential
1527
CODED VARIABLE - active ingredient1
1527
0
1.3-DICHLOROPROPENE/DCPE-95
18
2,4 D
97
2,4-D
2
2,4-D BUTYL ESTER
4
2,4-D DIMETHALYMINE
12
2,4-D-BUTYLGLYCOL-ESTER(BUTOXYETHANOL)
2
2,4-D-DIMETHYLAMINE-SALT (AMINE-SALT)
2
ABAMECTIN (AVERMECTIN B)
8
ALPHA-CYPERMETHRIN
12
AMIDOSZULFURON
3
AZOXYSTROBIN
79
BACILLUS THURINGIENSIS
12
BENZOATE
1
BETACYPERMETHRIN
2
CADUSAFOS
2
CHLOREPYROPHOS
5
CHLOROPICRIN
2
CHLOROTHALONIL
36
CHLORPROFAME
7
CHLORPYRIFOS ETHYL
33
CLODINAFOB-PROPARGYL
20
CLODINAFOP*
38
CU-CHLORIDE
3
CU-OXYCHLORIDE
10
CYMOXANYLE
33
CYPROCONAZOLE
12
DELTAMETHRIN
27
DICAMBA
159
DICHLORVOS
1
DICOFOL
1
DIFENOCONAZOLE
6
DIMETHOMORPH
4
Do not know
204
EMAMECTIN BENZOATE
1
EPOXYCONAZOLE
21
ETHOPROPHOS (ETHOPROP)
21
FENAMIPHOS
1
FENOXAPROP-P-ETHYL
4
FLUOPICOLIDE*
14
FLUTRIAFOL
7
FORAMSULFURON
4
HALOXYFOP-R-METHYL ESTER
28
HEXACONAZOLE
1
IMIDACLOPRID
1
INDOXACARB
13
LAMBDA CYHALOTHRIN
11
LINURON
2
LUFENURON
2
MALATHION (MALDISON)(MERCAPTOTHION)
14
MANCOZEB (VONDOZEB)
192
MANDIPROPAMID
1
MANEB
4
METALDEHYDE
1
METHOMYL
7
METRIBUZIN
19
OXAMYL
3
PARAQUAT
23
PHORAMSULPHURONE
5
PROFOXYDYM
6
PROPACHIZAPHOPE
5
PROPICONAZOLE
9
PROPINEB
222
PROSULFOCARB
6
PYMETROZINE
2
QUARTZ
1
SPIROMESIFEN
3
SULPHUR
2
TEBUCONAZOLE
4
TEBUFENPYRAD-(FENYPRAD)
1
THIAMETHOXAM
4
THIOPHANATE-METYL
4
TIAKLOPRID
1
CODED VARIABLE - amount of ai1
1294
233
2
1110
129.265
141.709
CODED VARIABLE - unit (% or Gr)
1294
233
1
g/l
703
2
percent
591
Sysmiss
233
CODED VARIABLE - active ingredient2
702
0
2,4 D
90
CHLOROTHALONIL
5
CLODINAFOB-PROPARGYL
2
CLOQUINTOCET
24
CLOQUINTOCET-MEXYL
32
CYMOXANYLE
83
CYPROCONAZOLE
66
DICAMBA
10
DICHLOROPROPENE
2
ENDOSULFAN
5
HEXACONAZOLE
32
IODOSULFURON-M
13
MANCOZEB (VONDOZEB)
38
MANDIPROPAMID
17
MCPA
10
METALAXIL-M
141
METIRAM
2
PINOXADEN
2
PROPAMOCARB
14
PROPICONAZOLE
13
PROPOXICARBAZONE
3
PYRACLOSTROBINE
2
QUARTZ
23
SPYROXAMINE
2
TRIADIMENOL
2
TRIASULFURON
69
CODED VARIABLE - amount of ai2
702
825
0
625
85.199
140.168
CODED VARIABLE - active ingredient3
62
0
CLOQUINTOCET-MEXYL
4
FLORASULAM
16
ISOXADIFEN-E
4
IZOXADIPHENETHYL
5
MCPP-P
6
MEFENPIR-DIETIL
3
MEFENPYR
4
PINOXADEN
16
SPYROXAMINE
2
TRIADIMENOL
2
CODED VARIABLE - amount of ai3
81
1446
6.25
250
45.372
47.991
CODED VARIABLE - active ingredient4
16
0
PINOXADEN
16
CODED VARIABLE - amount of ai4
16
1511
30
30
30
0
CODED VARIABLE - total amount of ai
820
707
2
925
191.79
175.963
CODED VARIABLE Q241 d. Dosage ?
1511
16
10
30000
1079.326
1356.088
CODED VARIABLE Q241 e. Unit of quantity
1525
2
1
MILLILITER/HECT
777
2
GRAM/HECT
748
Sysmiss
2
Q241 f. Amount of H2O solved in LITERS per <HECTARE>
1472
55
0
2500
279.531
303.823
Q241 g. Pest/disease/ weed targeted ?
1518
0
!limine fongicide
1
99
2
acariens
2
adventice
9
adventice cibl!
41
adventice cible
121
adventice cinl!
1
adventices
1
adventices pérennes;dicotylédones annuelles
6
adventive cible
1
advrntice cible
1
alassal
1
anti-fongique
1
bacterieuse
11
bacterieuse ; nimatoud
2
champignon
5
cochenilles
8
contre les champignons
1
contre les champignons nuisibles et les petits insectes
3
contre les fongicide et insectes nuisibles
2
contre les insectes et fongicide nuisibles
1
contre les insectes nuisibles
1
croissance de pomme de terre
1
1
dicotyl!done annuelles
5
dicotylidone
1
dicotylédone annuelles
10
dicotylédones
16
dicotylédones annuelles
12
dicotylédones annuelles;graminées anuelles
11
don't know
74
don't know ; no answer
4
folle avoune;ray grass;phalaris
4
fongicide
14
fungal
1
fungi
1
fungicide
44
gr; forma du pomme de terre
2
gramin!!s et dicotyl!dones
1
gramin!ees et docotyl!dones
1
gramin!es et d!cotyd!dones
1
gramin!es et dicoltyl!dones
1
gramin!es et dicotyl!done
1
gramin!es et dicotyl!dones
16
graminées annuelles
16
graminées et dicotylédones
25
gzamin!es et dicotyl!dons
2
hebicide
1
herbes
2
herbes nuisibles
3
herbicide
39
insect de terre hinch
1
insecte
2
insecte du sol
1
insectes
14
insectes du sol
7
insecticide
15
insecticides
1
la rouille jaune
2
la sizamine
4
le papier est en noir
1
le papier s!che
1
les champignon
2
les insectes
7
les maladie
3
les maladiers
2
les maladies
26
les maladies sans precision
1
les maladies sans précision
72
les maladies sans précision ; rial
1
les maladies sans précision ;rial
2
les papiers reste pas bien
1
les vers
31
les vers ; les maladie sans precision
1
les vers ;les maladies sans précision
33
lutte champignon et de la densit! des mauvaises herbes
1
maladi
1
maladie
308
maladie ; adventice cibl!
1
maladie comme mauvaise herbe
2
maladie contre les insectes nuisibles
1
maladie fongencide
1
maladie fongicide
3
maladie fungicide
6
maladie herb
1
maladie insecticide
2
maladier
1
maladies
3
maladies : rouille brune et septoriose
4
maladies fongiques
16
mauvaires herbes
2
mauvais herbes
3
mauvaise arbers
2
mauvaise herbe
24
mauvaise herbes
45
mauvaises herbers
2
mauvaises herbes
38
mildiou
36
mildiou insecticide
1
mlidueme
1
mouche blanche
13
n!maticides;molluscicides
1
negra
3
negra ; mildiou
6
negra ; mildiou ;alassal
2
negra ;mildiou ; assal
1
nematicide
1
nematodes
6
nigra
2
nimatoud
31
nimatoud ;fisaio
1
noctuelles
17
noctuelles défoliatrices
3
nématode
1
nématodes
3
oidium
6
papier convergence
1
papier et pointill!s
1
pomme de terre ! gr;e format
1
pomme de terre prends une gr;e format
1
pour gr; forma de pomme de terre
1
pour pomme de terre ne prend pas de la m!dhiti et ongiques
1
pour prendre une gr;e forme
1
pour prends une gr;e forme
1
pour r!colte de pomme de terre reste bien
1
pour un gr; forma
1
printemps
1
r!gulateur de croissance
11
r!gulateur de croissance ; aides ! la r!colte
4
ravageur
21
ravageur ;maladie
1
regulateur de croissance et aides a la recolte
14
rial
2
right
1
rouille brune
2
rouille brune;septoriose
1
rouille; sebterieuse
18
régulateur
1
régulateur de croissance
1
septeriose
8
septeriose ;ceda
1
septeriose ;la rouille jaune
2
septoriose
2
septoriose; rouille
5
sesamie
14
ver
14
ver douda
1
ver et tout les insecte
1
verre pomme de terre
1
vers
1
vert
5
zarguite
8
zwane
2
Q241 h. Level of pest/ disease/ weed pressure
1448
79
1
Medium pressure
534
2
Low pressure
649
3
High pressure
265
Sysmiss
79
Q241 i. Percentage of the area treated against pests/ diseases/ weeds
1432
95
10
100
92.214
13.839
Q241 j. Percentage of crop free of pests/ diseases/ weeds at harvest (in %)
1348
179
0
100
79.369
29.09
Q241 k. Equipment type ?
1127
400
1
Motorized boom sprayer
343
2
Hand operated sprayers (e.g. knapsack),
512
3
Airblast sprayer
12
4
Other
260
Sysmiss
400
Q241 n. What is the timing of the treatment - before crop-emergence or after crop-emergence
167
1360
1
After crop-emergence (crop already emerged)
21
2
Before crop-emergence (soil is treated)
146
Sysmiss
1360
CODED VARIABLE Syngenta product? (1 = YES; 0 = NO)
1067
460
1
No
556
2
Yes
511
Sysmiss
460
Data collection wave
531
0
2014
2019
2016.288
1.714
Syngenta's definition of Region
531
0
eame
531
Syngenta's definition of Territory
531
0
africa middle-east
531
To which field/plot does the information relate to?
531
0
A
377
B
154
Unique cluster ID
531
0
moroccomaize1
41
moroccopotato1
159
moroccotomato1
22
moroccowheat1
309
Country
531
0
Morocco
531
Farm type
531
0
bf
407
rf
124
Unique respondent ID
531
0
28112100
4
28112700
2
28112900
1
2811300
2
28115100
10
28117100
1
28117200
1
28117300
5
28117400
5
28122100
4
28122300
1
28122400
5
28123000
3
28123100
2
28123200
2
28123300
2
28123400
2
28132500
8
28132600
8
28132700
8
28132800
8
28132900
8
28133000
4
28133100
4
28133200
4
28133300
4
2815200
2
2815300
3
2817200
1
2818400
2
2818800
3
2818900
1
2819000
1
2819100
1
2819200
1
2819500
1
2820100
1
2820200
2
2820300
1
2820400
2
2820500
2
2820600
2
2820700
1
2820800
2
2820900
1
2821000
1
28210200
1
28210400
1
28210800
1
28210900
1
2821100
1
28211100
1
28211200
1
28211500
1
28211600
1
28211700
1
28211800
1
28211900
1
2821200
1
28212000
1
28212100
1
28212200
1
28212300
2
28212400
2
28212500
2
28212600
2
28212800
2
2821400
1
2821500
1
2821600
2
2821700
1
28217500
2
28217600
2
28217700
1
28217800
1
2821800
1
2822000
2
28220000
4
28220100
2
28220200
2
28220300
4
28220400
4
28220500
2
28220600
4
28220700
2
28220800
4
28220900
2
2822100
1
28221000
2
28221100
4
28221200
4
28221300
2
28221400
4
28221500
4
28221600
4
28221700
4
28221800
4
28221900
2
2822200
1
28222000
4
28222200
2
28222500
4
2822300
1
2822600
2
2822700
2
28227600
4
2822800
2
2822900
2
2823000
1
28230000
4
28230100
8
28230200
8
28230300
8
28230400
8
28230500
8
28230600
4
28230700
4
28230800
4
28230900
4
2823100
2
28231000
2
28231100
8
28231200
8
28231300
8
28231400
4
28231500
4
28231600
8
28231700
8
28231800
8
28231900
4
2823200
1
28232000
4
28232100
8
28232200
2
28232300
8
28232400
6
28232500
6
2823300
1
2823400
1
2823500
1
2823600
1
2823700
1
2823800
1
2823900
1
2824000
1
2824100
1
2824200
1
2824300
1
2824500
1
2824600
1
2824700
1
2824800
1
2824900
1
2825000
1
2825100
1
2825400
4
2825500
4
2825600
2
2825700
4
2825800
4
2825900
4
2826000
4
2826100
4
2826200
2
2826300
2
2826400
1
2826500
4
2826600
2
2826700
2
2826800
4
2826900
2
2827000
2
2827100
4
2827300
1
2827400
2
2827500
1
2827600
2
2827700
1
2827800
2
2827900
1
2828000
2
2828100
2
2828200
1
2828300
1
2828400
1
2828500
2
2828600
1
2828700
2
2829300
4
2829400
4
The crop of focus
531
0
corn
41
potato
159
tomato
22
wheat
309
Q57. Size of growing area A for <TARG1> in <HECT>
531
0
0.4
250
6.972
14.861
Q5.Total cultivated area of <TARG1> in this season in <HECT>
531
0
0.5
250
11.039
19.43
Q6. Total size of your farm/cultivated area for all crops in <HECT>
531
0
1.5
600
18.584
41.127
Land efficiency in ton/ha
511
20
0.9
90
17.883
21.245
Number of field applications used per ton produced
510
21
0
2.222
0.355
0.358
Kgs of nitrogen used per ton produced
428
103
0
79
13.225
14.196
Kgs of phosphorus used per ton produced
427
104
0
13.371
1.435
2.443
Kgs of potassium used per ton produced
427
104
0
17.43
1.682
3.374
Kgs of seeds used per ton produced
439
92
0.533
300
68.609
50.117
Kgs of active ingredients from pesticides used in kilogram per ton produced
451
80
0
2.048
0.143
0.212
Kgs of active ingredients from herbicides used per ton produced
390
141
0
1.556
0.116
0.193
Kgs of active ingredients from fungicides used per ton produced
366
165
0
1.12
0.0501
0.0986
Kgs of active ingredients from insecticides used per ton produced
224
307
0
0.135
0.00288
0.0119
Litres of irrigation water used per ton produced
381
150
0
14400
377.584
1658.425
Amount of labor hours per unit of crop output produced
509
22
0.0214
127.5
17.2
16.969
Amount of machinery used in hours per unit of crop output produced
505
26
0.0166
29.714
8.738
7.13
Percentage of syngenta products used compared to total number of products used
392
139
0
100
46.998
38.861
Does the grower use Syngenta products?
392
139
1
non-user
110
2
exclusive user
102
3
mixed user
180
Sysmiss
139
have received a crop program and/or any recommendations this season?
181
350
1
Did not receive any crop program
67
2
Received a complete crop program
39
3
Received recommendations but not a complete program
75
Sysmiss
350
Date of first field preparation
524
2013-01-08
2019-02-11
2013-01-08
1
2013-02-11
1
2013-06-01
2
2013-07-01
14
2013-07-07
3
2013-07-10
8
2013-07-15
5
2013-07-16
1
2013-07-20
1
2013-08-01
8
2013-08-15
2
2013-09-01
5
2013-09-03
1
2013-09-14
1
2013-09-15
2
2013-09-30
1
2013-10-01
8
2013-10-09
1
2013-10-15
1
2014-01-12
1
2014-02-01
1
2014-03-01
1
2014-03-02
1
2014-03-04
1
2014-03-05
1
2014-03-06
2
2014-03-07
1
2014-03-08
1
2014-03-09
1
2014-03-10
2
2014-03-12
1
2014-03-18
2
2014-03-20
1
2014-04-01
1
2014-06-01
13
2014-06-02
1
2014-06-03
1
2014-06-06
1
2014-06-10
5
2014-06-12
1
2014-06-15
3
2014-06-24
1
2014-07-01
1
2014-07-09
1
2014-08-01
2
2014-08-02
1
2014-08-15
9
2014-08-20
2
2014-08-30
1
2014-09-01
21
2014-09-05
1
2014-09-07
1
2014-09-10
1
2014-09-15
1
2014-10-01
9
2014-10-15
1
2014-11-10
2
2015-01-01
1
2015-01-15
1
2015-02-08
1
2015-02-15
8
2015-02-20
2
2015-03-15
4
2015-03-25
1
2015-08-01
10
2015-08-10
2
2015-09-01
12
2015-09-10
4
2015-09-15
16
2015-09-20
2
2015-10-01
23
2015-10-10
6
2015-10-15
5
2015-11-01
2
2015-11-15
1
2015-11-20
1
2015-11-30
3
2015-12-01
4
2015-12-15
1
2015-12-20
1
2015-12-30
3
2016-01-01
4
2016-01-15
1
2016-02-01
2
2016-07-10
1
2016-08-01
1
2016-09-01
12
2016-09-06
2
2016-09-07
2
2016-09-10
2
2016-09-12
2
2016-09-15
6
2016-09-20
5
2016-10-01
16
2016-10-08
2
2016-10-10
4
2016-10-15
6
2016-11-01
2
2016-12-01
2
2016-12-15
1
2016-12-23
1
2016-12-30
1
2017-01-01
2
2017-01-08
2
2017-01-10
4
2017-01-11
1
2017-01-15
4
2017-01-20
1
2017-01-25
3
2017-02-01
4
2017-02-20
1
2017-09-01
4
2017-09-15
7
2017-09-20
6
2017-09-30
2
2017-10-01
15
2017-10-10
6
2017-10-15
10
2017-10-20
4
2017-10-30
1
2017-12-01
1
2017-12-15
1
2017-12-20
1
2017-12-30
2
2018-01-01
6
2018-01-02
3
2018-01-15
1
2018-01-28
1
2018-01-30
1
2018-02-01
1
2018-02-15
1
2018-08-01
1
2018-09-01
2
2018-09-15
2
2018-09-20
2
2018-09-30
3
2018-10-01
19
2018-10-09
2
2018-10-10
8
2018-10-15
10
2018-10-20
4
2018-12-01
4
2019-01-01
11
2019-01-10
2
2019-02-01
4
2019-02-11
1
Date of sowing or planting
530
2013-10-11
2019-03-10
2013-10-11
2
2013-11-01
35
2013-11-02
1
2013-11-07
2
2013-11-15
3
2014-01-02
1
2014-01-15
1
2014-01-22
1
2014-01-30
1
2014-02-01
12
2014-02-02
2
2014-02-03
1
2014-02-04
1
2014-02-08
2
2014-02-10
1
2014-02-20
2
2014-03-03
1
2014-03-04
1
2014-03-10
1
2014-03-12
2
2014-03-14
1
2014-03-15
3
2014-03-16
1
2014-03-20
1
2014-03-24
2
2014-03-28
1
2014-04-20
1
2014-06-05
1
2014-06-10
1
2014-06-15
1
2014-06-18
1
2014-06-20
1
2014-06-21
1
2014-06-29
1
2014-07-01
10
2014-07-05
1
2014-07-10
2
2014-07-14
1
2014-07-25
1
2014-08-01
1
2014-08-03
2
2014-08-10
1
2014-08-15
1
2014-08-20
1
2014-08-25
1
2014-11-01
31
2014-11-04
3
2014-11-10
10
2014-11-15
2
2015-01-01
3
2015-01-02
3
2015-01-03
1
2015-01-05
1
2015-01-10
7
2015-01-15
6
2015-01-20
2
2015-01-26
1
2015-01-30
1
2015-03-01
1
2015-03-15
2
2015-03-16
2
2015-03-20
2
2015-04-03
1
2015-04-15
4
2015-04-26
1
2015-05-15
1
2015-05-25
2
2015-05-30
1
2015-11-01
16
2015-11-07
2
2015-11-10
10
2015-11-15
17
2015-11-20
13
2015-11-25
2
2015-12-01
2
2016-01-01
2
2016-01-02
1
2016-01-03
1
2016-01-30
2
2016-02-01
10
2016-02-02
3
2016-02-03
1
2016-02-05
1
2016-02-10
4
2016-02-15
3
2016-03-01
1
2016-10-01
2
2016-11-01
10
2016-11-05
4
2016-11-08
2
2016-11-10
20
2016-11-12
2
2016-11-15
10
2016-11-16
2
2016-11-20
6
2016-11-25
2
2017-01-20
1
2017-01-25
1
2017-02-01
2
2017-02-04
2
2017-02-07
2
2017-02-08
2
2017-02-10
1
2017-02-15
7
2017-02-16
1
2017-02-18
1
2017-02-20
7
2017-02-25
1
2017-03-01
2
2017-11-06
2
2017-11-10
6
2017-11-15
8
2017-11-20
10
2017-11-24
2
2017-11-25
2
2017-12-01
12
2017-12-05
4
2017-12-15
5
2018-01-30
1
2018-02-01
6
2018-02-02
2
2018-02-05
1
2018-02-10
1
2018-02-15
3
2018-02-20
1
2018-02-25
2
2018-02-26
2
2018-02-28
4
2018-11-01
6
2018-11-02
2
2018-11-04
4
2018-11-06
2
2018-11-07
4
2018-11-09
2
2018-11-10
16
2018-11-15
10
2018-11-20
4
2019-02-01
7
2019-02-10
4
2019-02-15
3
2019-02-20
2
2019-02-25
1
2019-02-28
3
2019-03-01
4
2019-03-10
1
Date when harvest started
525
2014-05-01
2019-06-20
2014-05-01
10
2014-05-05
1
2014-05-10
10
2014-05-15
6
2014-05-20
10
2014-05-24
1
2014-06-01
7
2014-06-02
3
2014-06-07
1
2014-06-10
4
2014-06-15
7
2014-06-18
2
2014-06-19
1
2014-06-20
7
2014-06-21
2
2014-06-25
1
2014-06-26
1
2014-07-01
4
2014-07-11
1
2014-07-20
2
2014-08-01
2
2014-08-02
1
2014-08-06
1
2014-08-20
2
2014-09-01
1
2014-09-15
5
2014-09-20
2
2014-09-25
1
2014-09-27
1
2014-10-01
5
2014-10-02
1
2014-10-03
1
2014-10-10
2
2014-10-15
2
2014-10-20
2
2014-10-22
1
2014-11-10
1
2015-05-01
1
2015-06-01
8
2015-06-10
6
2015-06-15
8
2015-06-20
22
2015-06-23
1
2015-06-24
1
2015-06-25
5
2015-06-26
2
2015-06-27
2
2015-06-28
1
2015-06-30
10
2015-07-01
1
2015-07-05
1
2015-07-13
2
2015-07-15
2
2015-07-25
3
2015-07-26
1
2015-07-29
1
2015-08-05
1
2015-08-12
2
2015-08-15
1
2016-03-01
1
2016-05-01
5
2016-05-03
1
2016-05-05
1
2016-05-10
2
2016-05-15
6
2016-05-20
11
2016-05-25
2
2016-05-30
6
2016-06-01
39
2016-06-02
1
2016-06-05
2
2016-06-10
12
2016-06-15
2
2017-05-10
2
2017-05-15
3
2017-05-20
14
2017-05-25
17
2017-05-28
3
2017-05-30
1
2017-06-01
18
2017-06-05
10
2017-06-06
4
2017-06-10
14
2017-06-15
4
2018-04-01
1
2018-05-01
1
2018-05-10
1
2018-05-15
1
2018-05-27
1
2018-05-30
4
2018-06-01
9
2018-06-02
2
2018-06-05
6
2018-06-06
2
2018-06-10
6
2018-06-11
1
2018-06-15
14
2018-06-20
12
2018-06-25
5
2018-06-26
5
2018-06-30
1
2018-07-01
3
2019-05-15
1
2019-05-20
4
2019-05-25
4
2019-05-27
2
2019-05-30
7
2019-06-01
17
2019-06-03
7
2019-06-04
3
2019-06-05
6
2019-06-07
2
2019-06-10
10
2019-06-15
6
2019-06-18
1
2019-06-20
5
Date when harvest ended
519
2014-05-01
2019-06-30
2014-05-01
2
2014-05-10
2
2014-05-12
4
2014-05-20
8
2014-05-25
1
2014-05-30
2
2014-06-01
6
2014-06-02
1
2014-06-09
1
2014-06-10
2
2014-06-15
2
2014-06-20
13
2014-06-24
4
2014-06-26
1
2014-06-29
1
2014-06-30
1
2014-07-01
8
2014-07-02
1
2014-07-07
2
2014-07-09
1
2014-07-10
2
2014-07-12
1
2014-07-15
5
2014-07-20
2
2014-07-21
3
2014-07-22
1
2014-07-29
1
2014-07-30
2
2014-08-01
1
2014-08-10
1
2014-09-24
1
2014-10-07
1
2014-10-12
1
2014-10-20
1
2014-10-25
1
2014-10-26
1
2014-10-30
1
2014-11-20
1
2015-05-01
1
2015-05-27
1
2015-06-01
10
2015-06-06
1
2015-06-10
6
2015-06-15
5
2015-06-20
15
2015-06-22
1
2015-06-25
2
2015-06-27
1
2015-06-29
1
2015-06-30
11
2015-07-01
4
2015-07-02
1
2015-07-05
2
2015-07-07
2
2015-07-10
6
2015-07-12
1
2015-07-13
1
2015-07-15
13
2015-07-20
5
2015-07-22
2
2015-07-30
2
2015-08-01
1
2015-08-04
1
2015-08-07
3
2015-08-17
1
2015-08-22
1
2015-08-24
1
2015-08-28
1
2015-10-01
1
2016-03-20
1
2016-05-05
2
2016-05-06
1
2016-05-07
1
2016-05-10
2
2016-05-12
1
2016-05-15
1
2016-05-17
1
2016-05-18
1
2016-05-20
1
2016-05-30
2
2016-06-03
2
2016-06-04
1
2016-06-05
6
2016-06-06
1
2016-06-07
1
2016-06-10
10
2016-06-15
5
2016-06-17
1
2016-06-20
16
2016-06-30
14
2016-07-01
16
2016-07-10
2
2016-07-20
2
2017-05-11
2
2017-05-17
1
2017-05-18
2
2017-05-20
1
2017-05-21
5
2017-05-22
1
2017-05-23
1
2017-05-25
1
2017-05-26
6
2017-05-27
1
2017-05-29
1
2017-05-31
1
2017-06-01
3
2017-06-02
2
2017-06-05
6
2017-06-10
4
2017-06-11
2
2017-06-13
2
2017-06-15
8
2017-06-16
4
2017-06-20
10
2017-06-22
2
2017-06-25
10
2017-06-28
2
2017-06-29
2
2017-06-30
4
2018-04-01
1
2018-05-04
1
2018-05-13
1
2018-05-19
1
2018-05-30
1
2018-06-01
1
2018-06-03
2
2018-06-04
4
2018-06-05
2
2018-06-06
2
2018-06-07
1
2018-06-08
1
2018-06-14
2
2018-06-15
9
2018-06-16
2
2018-06-20
10
2018-06-24
2
2018-06-25
5
2018-06-27
1
2018-06-30
8
2018-07-01
2
2018-07-02
1
2018-07-03
1
2018-07-04
5
2018-07-05
2
2018-07-06
2
2018-07-07
1
2018-07-10
4
2019-05-22
1
2019-05-27
1
2019-05-30
1
2019-06-01
5
2019-06-02
5
2019-06-03
2
2019-06-04
3
2019-06-05
3
2019-06-06
1
2019-06-07
4
2019-06-08
3
2019-06-10
12
2019-06-12
2
2019-06-15
8
2019-06-16
2
2019-06-17
2
2019-06-18
3
2019-06-20
7
2019-06-23
2
2019-06-25
4
2019-06-29
1
2019-06-30
3
Data collection wave
897
0
2015
2019
2017.424
1.426
To which field/plot does the information relate to?
897
0
1
A
676
2
B
221
Unique cluster ID
897
0
MoroccoMaize1
34
MoroccoPotato1
418
MoroccoWheat1
445
Country
897
0
Morocco
897
Farm Type
897
0
BF
609
RF
288
Unique respondent ID
897
0
28112100
15
28112700
6
28112900
2
2811300
2
28115100
14
28117100
2
28117200
2
28117300
17
28117400
12
28122100
13
28122400
16
28123000
15
28123100
12
28123200
12
28123300
12
28123400
11
28132500
18
28132600
6
28132700
16
28132800
14
28132900
18
28133000
12
28133100
10
28133200
14
28133300
8
2815300
6
2818400
1
2818800
2
2820200
2
2820400
2
2820500
2
2820600
2
2820800
2
28210200
2
28210400
2
28210800
2
28210900
2
28211100
2
28211200
2
28211500
2
28211600
2
28211700
2
28211800
2
28211900
2
28212000
2
28212100
2
28212200
2
28212300
4
28212400
4
28212500
4
28212600
4
28212800
4
2821600
2
28217500
4
28217600
2
28217700
2
28217800
2
2822000
2
28220000
14
28220100
4
28220200
5
28220300
14
28220400
15
28220500
4
28220600
12
28220700
4
28220800
12
28220900
4
28221000
5
28221100
12
28221200
12
28221300
3
28221400
14
28221500
9
28221600
18
28221700
13
28221800
14
28221900
3
28222000
14
28222200
3
28222500
14
2822600
2
2822700
2
28227600
16
2822800
2
2822900
2
28230000
4
28230100
14
28230200
10
28230300
10
28230400
12
28230500
12
28230600
4
28230700
4
28230800
4
28230900
4
2823100
2
28231100
18
28231200
12
28231300
12
28231400
2
28231500
4
28231600
12
28231700
12
28231800
10
28231900
4
28232000
4
28232100
10
28232300
13
28232400
14
28232500
14
2825400
6
2825500
4
2825700
4
2825800
6
2825900
6
2826000
4
2826100
4
2826500
6
2826800
2
2827100
4
2827400
2
2827600
2
2827800
2
2828000
2
2828100
2
2828500
2
2828700
2
2829300
6
2829400
4
Unique code of a product that was applied
897
0
1
328
10
1
2
298
3
136
4
73
5
31
6
17
7
10
8
2
9
1
The crop of focus
897
0
Corn
34
Potato
418
Wheat
445
858
2014-11-01
2019-06-15
2014-11-01
16
2014-11-02
2
2014-11-04
2
2014-11-10
3
2014-11-15
1
2014-11-20
12
2014-11-25
1
2014-12-01
10
2014-12-02
2
2014-12-05
1
2014-12-10
5
2014-12-15
4
2014-12-20
2
2014-12-24
1
2015-01-01
9
2015-01-02
2
2015-01-03
1
2015-01-05
2
2015-01-10
4
2015-01-15
2
2015-01-20
2
2015-02-01
1
2015-02-15
1
2015-02-18
1
2015-02-20
1
2015-02-25
1
2015-02-26
1
2015-03-01
9
2015-03-02
1
2015-03-03
1
2015-03-05
2
2015-03-10
5
2015-03-11
1
2015-03-15
9
2015-03-20
2
2015-03-23
1
2015-03-25
2
2015-03-26
1
2015-03-28
1
2015-03-30
1
2015-04-01
2
2015-04-02
2
2015-04-03
1
2015-04-05
1
2015-04-10
1
2015-04-22
1
2015-04-23
1
2015-04-28
1
2015-05-06
1
2015-05-28
1
2015-06-05
1
2015-06-10
1
2015-06-12
1
2015-11-15
1
2015-11-20
2
2016-07-12
1
2016-08-01
1
2016-10-05
1
2016-11-01
10
2016-11-06
2
2016-11-07
2
2016-11-10
20
2016-11-12
2
2016-11-15
6
2016-11-16
4
2016-11-20
5
2016-11-25
4
2016-11-30
4
2016-12-01
2
2016-12-09
1
2016-12-10
6
2016-12-11
3
2016-12-15
6
2016-12-16
2
2016-12-20
1
2016-12-23
1
2016-12-25
3
2016-12-30
5
2017-01-01
17
2017-01-02
1
2017-01-05
1
2017-01-06
1
2017-01-07
1
2017-01-08
1
2017-01-10
8
2017-01-12
2
2017-01-13
1
2017-01-15
11
2017-01-17
1
2017-01-18
1
2017-01-19
1
2017-01-20
7
2017-01-22
1
2017-01-23
1
2017-01-24
1
2017-01-25
2
2017-01-26
1
2017-01-28
6
2017-01-29
1
2017-01-30
4
2017-02-01
7
2017-02-03
2
2017-02-04
1
2017-02-05
1
2017-02-07
1
2017-02-08
2
2017-02-09
1
2017-02-10
9
2017-02-12
1
2017-02-15
6
2017-02-20
5
2017-02-25
4
2017-02-26
1
2017-02-28
1
2017-03-01
8
2017-03-02
1
2017-03-05
1
2017-03-10
4
2017-03-15
2
2017-03-19
1
2017-03-20
3
2017-03-25
1
2017-03-30
1
2017-04-01
2
2017-04-02
1
2017-04-15
2
2017-05-20
1
2017-09-01
1
2017-09-30
1
2017-10-01
2
2017-10-30
1
2017-11-05
1
2017-11-06
2
2017-11-10
6
2017-11-15
8
2017-11-20
6
2017-11-25
2
2017-12-01
14
2017-12-05
4
2017-12-10
4
2017-12-15
6
2017-12-20
8
2017-12-30
2
2018-01-01
15
2018-01-02
2
2018-01-04
2
2018-01-05
3
2018-01-10
3
2018-01-11
2
2018-01-15
13
2018-01-20
6
2018-01-21
2
2018-01-23
1
2018-01-25
1
2018-01-28
1
2018-01-30
4
2018-02-01
16
2018-02-03
1
2018-02-05
2
2018-02-07
1
2018-02-08
1
2018-02-10
2
2018-02-15
9
2018-02-16
1
2018-02-19
1
2018-02-20
5
2018-02-25
1
2018-02-26
2
2018-02-27
1
2018-02-28
6
2018-03-01
10
2018-03-02
2
2018-03-03
1
2018-03-10
2
2018-03-15
10
2018-03-16
1
2018-03-20
3
2018-03-25
3
2018-03-30
5
2018-04-01
6
2018-04-05
1
2018-04-14
1
2018-04-15
4
2018-04-20
1
2018-04-25
1
2018-04-30
3
2018-08-10
1
2018-09-30
1
2018-10-01
2
2018-10-10
1
2018-10-15
2
2018-11-01
3
2018-11-02
2
2018-11-04
2
2018-11-05
2
2018-11-06
2
2018-11-07
4
2018-11-09
2
2018-11-10
15
2018-11-15
10
2018-11-20
4
2018-12-01
3
2018-12-15
6
2018-12-20
6
2018-12-25
2
2019-01-01
23
2019-01-02
2
2019-01-03
4
2019-01-07
2
2019-01-10
12
2019-01-15
4
2019-01-20
8
2019-01-21
4
2019-01-22
2
2019-02-01
9
2019-02-10
4
2019-02-15
2
2019-02-20
1
2019-02-25
1
2019-02-28
1
2019-03-01
11
2019-03-02
6
2019-03-10
6
2019-03-15
13
2019-03-20
5
2019-03-25
2
2019-03-30
11
2019-04-01
9
2019-04-10
4
2019-04-15
10
2019-04-20
5
2019-04-25
1
2019-04-30
9
2019-05-01
6
2019-05-05
1
2019-05-10
1
2019-05-15
1
2019-05-20
3
2019-05-25
1
2019-06-15
1
Q229C b.Type of product
897
0
1
Chemical fertilizer
769
2
Organic fertilizer
128
Q229C d. Dosage (in KG/HECT or LITER/HECT)
888
9
2
60000
1510.035
6149.628
Q229C e. Unit of quantity
896
0
KG/HECT
893
LITER/HECT
3
Q229C f. Amount of H2O solved in LITERS per HECT
726
171
0
500
4.924
36.176
Q229C g. Percentage N (in %)
648
249
0
48
28.646
11.031
Q229C h. Percentage P (P2O5) (in %)
647
250
0
55
11.498
13.374
Q229C i. Percentage K (K2O) (in %)
646
251
0
21
6.933
7.712
Q229C j. Equipment type
694
0
Hand operated sprayers (e.g. knapsack),
517
Motorized boom sprayer
21
Other
156
Syngenta definition of territory (sub-region)
531
0
africa middle-east
531
Country
531
0
Morocco
531
Unique cluster ID
531
0
moroccomaize1
41
moroccopotato1
159
moroccotomato1
22
moroccowheat1
309
Unique respondent ID
531
0
28112100
4
28112700
2
28112900
1
2811300
2
28115100
10
28117100
1
28117200
1
28117300
5
28117400
5
28122100
4
28122300
1
28122400
5
28123000
3
28123100
2
28123200
2
28123300
2
28123400
2
28132500
8
28132600
8
28132700
8
28132800
8
28132900
8
28133000
4
28133100
4
28133200
4
28133300
4
2815200
2
2815300
3
2817200
1
2818400
2
2818800
3
2818900
1
2819000
1
2819100
1
2819200
1
2819500
1
2820100
1
2820200
2
2820300
1
2820400
2
2820500
2
2820600
2
2820700
1
2820800
2
2820900
1
2821000
1
28210200
1
28210400
1
28210800
1
28210900
1
2821100
1
28211100
1
28211200
1
28211500
1
28211600
1
28211700
1
28211800
1
28211900
1
2821200
1
28212000
1
28212100
1
28212200
1
28212300
2
28212400
2
28212500
2
28212600
2
28212800
2
2821400
1
2821500
1
2821600
2
2821700
1
28217500
2
28217600
2
28217700
1
28217800
1
2821800
1
2822000
2
28220000
4
28220100
2
28220200
2
28220300
4
28220400
4
28220500
2
28220600
4
28220700
2
28220800
4
28220900
2
2822100
1
28221000
2
28221100
4
28221200
4
28221300
2
28221400
4
28221500
4
28221600
4
28221700
4
28221800
4
28221900
2
2822200
1
28222000
4
28222200
2
28222500
4
2822300
1
2822600
2
2822700
2
28227600
4
2822800
2
2822900
2
2823000
1
28230000
4
28230100
8
28230200
8
28230300
8
28230400
8
28230500
8
28230600
4
28230700
4
28230800
4
28230900
4
2823100
2
28231000
2
28231100
8
28231200
8
28231300
8
28231400
4
28231500
4
28231600
8
28231700
8
28231800
8
28231900
4
2823200
1
28232000
4
28232100
8
28232200
2
28232300
8
28232400
6
28232500
6
2823300
1
2823400
1
2823500
1
2823600
1
2823700
1
2823800
1
2823900
1
2824000
1
2824100
1
2824200
1
2824300
1
2824500
1
2824600
1
2824700
1
2824800
1
2824900
1
2825000
1
2825100
1
2825400
4
2825500
4
2825600
2
2825700
4
2825800
4
2825900
4
2826000
4
2826100
4
2826200
2
2826300
2
2826400
1
2826500
4
2826600
2
2826700
2
2826800
4
2826900
2
2827000
2
2827100
4
2827300
1
2827400
2
2827500
1
2827600
2
2827700
1
2827800
2
2827900
1
2828000
2
2828100
2
2828200
1
2828300
1
2828400
1
2828500
2
2828600
1
2828700
2
2829300
4
2829400
4
To which field/plot does the information relate to?
531
0
a
377
b
154
Farmtype
531
0
bf
407
rf
124
Q1.C3. Since you have participated before, we’d like to share with you your individual performance report
212
319
1
not so useful
9
2
very useful
50
3
rather useful
151
4
not useful at all
2
Sysmiss
319
419
112
1
yes
410
2
no
9
Sysmiss
112
Crop of focus
531
0
corn
41
potato
159
tomato
22
wheat
309
Q56A2. Growing area changed from previous year- did not plant this area due to crop rotation
35
496
1
not mentioned
6
2
mentioned
29
Sysmiss
496
Q56A2. Growing area changed from previous year- I hired another area
35
496
1
mentioned
2
2
not mentioned
33
Sysmiss
496
Q56A2. Growing area changed from previous year- I left my field fallow
35
496
1
not mentioned
29
2
mentioned
6
Sysmiss
496
Q57A. How certain you are of the size indication for growing area A?
325
0
The size indicated is an estimate
158
The size indicated was measured by a third party
63
the size indicated is based on my own measurement
104
Q4055. TON/HEC Yield objective for area A for <CROP> at beginning of this season?
315
216
2
150
15.283
19.503
Q19. Surname
527
0
confidential
527
Q20. First name
517
0
confidential
517
Q21. Phone number
516
0
confidential
516
Q22. E-mail address
157
0
confidential
157
Q27. Year of birth
530
1
1921
1993
1959.902
18.953
Q28. Gender
531
0
1
male
527
2
female
4
Q31. Until what age did you go to school?
493
38
0
28
9.651
7.104
Q30. Are you a full-time or part-time farmer?
531
0
1
Full-time grower
448
2
Part-time grower
83
Q30. B. How long have you been engaged in farming activities?
328
203
1
53
24.991
11.069
Q33. Did you receive an agronomical/agricultural education?
531
0
1
no
495
2
yes
36
Q34. Are you a member of a producer group, association or cooperative for <CROP>?
529
2
1
no
442
2
yes
87
Sysmiss
2
Q35. C. Overall, how satisfied would you say you are with your life these days?
417
0
04
2
05
16
06
33
07
83
08
139
09
72
10 very satisfied
72
Q37.A. Do you have signs of soil erosion by water on
419
112
1
no
417
2
yes
2
Sysmiss
112
Q37.B. Do you have signs of soil erosion by wind on your farm?
419
112
1
yes
7
2
no
412
Sysmiss
112
Q7001. Have you changed your tillage practices for <TARGET CROP> in the past 20 years?
240
291
1
yes
102
2
no
138
Sysmiss
291
Q7002. How did you change your tillage practices for <TARGET CROP>?
102
429
1
don’t know/ no answer
59
2
from no tillage to reduced tillage
10
3
from conventional tillage to no tillage
20
4
from no tillage to conventional tillage
2
5
from reduced to conventional tillage
11
Sysmiss
429
?]]>
102
429
2
20
10.422
3.834
Q7004. Have you grown cover crop to manage soil health in the past 20 years for <CROP>?
240
291
1
no
199
2
yes
41
Sysmiss
291
Q7005. How many years ago did you start growing a cover crop for <TARGET CROP> ?
41
490
5
20
10.024
3.684
Q7006 Have you stopped growing a cover crop in the past 20 years for <TARGET CROP>?
240
291
1
no
226
2
yes
14
Sysmiss
291
Q7007. How many years ago did you stop growing a cover crop for <TARGET CROP>?
14
517
4
8
5.429
1.342
Q7008. For <Crop> was any land converted from arable land/grassland/forest in the past 20 years?
240
291
1
no
234
2
yes
6
Sysmiss
291
Q7009. How did the use of your land change for <TARGET CROP>?
6
525
1
from grassland to arable land
6
Sysmiss
525
Q7010. How many years ago did the function of your land change for <TARGET CROP>?
6
525
5
7
6
0.894
?]]>
531
0
1
yes
71
2
no
460
Q66. Which crops do you intercrop? Apples
220
311
1
not mentioned
197
2
mentioned
23
Sysmiss
311
Q66. Which crops do you intercrop? Barley
220
311
1
mentioned
21
2
not mentioned
199
Sysmiss
311
Q66. Which crops do you intercrop? Cauliflower
220
311
1
not mentioned
216
2
mentioned
4
Sysmiss
311
Q66. Which crops do you intercrop? Corn
220
311
1
mentioned
21
2
not mentioned
199
Sysmiss
311
Q66. Which crops do you intercrop? Pepper
220
311
1
not mentioned
217
2
mentioned
3
Sysmiss
311
Q66. Which crops do you intercrop? Potato
220
311
1
not mentioned
194
2
mentioned
26
Sysmiss
311
Q66. Which crops do you intercrop? Soybean
220
311
1
not mentioned
218
2
mentioned
2
Sysmiss
311
Q66. Which crops do you intercrop? Tomato
220
311
1
not mentioned
216
2
mentioned
4
Sysmiss
311
Q66. Which crops do you intercrop? Watermelon
220
311
1
not mentioned
218
2
mentioned
2
Sysmiss
311
Q66. Which crops do you intercrop? Wheat
220
311
1
mentioned
49
2
not mentioned
171
Sysmiss
311
Q66. Which crops do you intercrop? Pulses (lentils, beans, peas)
220
311
1
not mentioned
204
2
mentioned
16
Sysmiss
311
Q66. Which crops do you intercrop? Don’t know/no answer
220
311
1
not mentioned
219
2
mentioned
1
Sysmiss
311
Q60. Do you rotate crops on growing area A for <TARGET CROP>?
531
0
1
yes
492
2
no
39
Q61. What crops are you cultivating in rotation? Apples
522
9
1
not mentioned
479
2
mentioned
43
Sysmiss
9
Q61. What crops are you cultivating in rotation? Barley
522
9
1
mentioned
193
2
not mentioned
329
Sysmiss
9
Q61. What crops are you cultivating in rotation? Cauliflower
522
9
1
not mentioned
514
2
mentioned
8
Sysmiss
9
Q61. What crops are you cultivating in rotation? Corn
522
9
1
mentioned
93
2
not mentioned
429
Sysmiss
9
Q61. What crops are you cultivating in rotation? Pepper
522
9
1
not mentioned
498
2
mentioned
24
Sysmiss
9
Q61. What crops are you cultivating in rotation? Potato
522
9
1
not mentioned
383
2
mentioned
139
Sysmiss
9
Q61. What crops are you cultivating in rotation? Soybean
522
9
1
not mentioned
520
2
mentioned
2
Sysmiss
9
Q61. What crops are you cultivating in rotation? Sunflower
522
9
1
not mentioned
509
2
mentioned
13
Sysmiss
9
Q61. What crops are you cultivating in rotation? Tomato
522
9
1
mentioned
2
2
not mentioned
520
Sysmiss
9
Q61. What crops are you cultivating in rotation? Watermelon
522
9
1
not mentioned
475
2
mentioned
47
Sysmiss
9
Q61. What crops are you cultivating in rotation? Wheat
522
9
1
mentioned
345
2
not mentioned
177
Sysmiss
9
Q61. What crops are you cultivating in rotation? Alfalfa/lucerna
522
9
1
not mentioned
514
2
mentioned
8
Sysmiss
9
Q61. What crops are you cultivating in rotation? Beets/roots (turnip, yam)
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Bitter melon
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Carrot
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Cassava
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Fennel
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Herbs
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Lettuce
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Millet
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Oats
522
9
1
not mentioned
521
2
mentioned
1
Sysmiss
9
Q61. What crops are you cultivating in rotation? Onion
522
9
1
not mentioned
518
2
mentioned
4
Sysmiss
9
Q61. What crops are you cultivating in rotation? Other melons
522
9
1
not mentioned
511
2
mentioned
11
Sysmiss
9
Q61. What crops are you cultivating in rotation? Pineapple
522
9
1
not mentioned
519
2
mentioned
3
Sysmiss
9
Q61. What crops are you cultivating in rotation? Pulses (lentils, beans, peas)
522
9
1
not mentioned
315
2
mentioned
207
Sysmiss
9
Q61. What crops are you cultivating in rotation? Sugar beet
522
9
1
not mentioned
520
2
mentioned
2
Sysmiss
9
Q61. What crops are you cultivating in rotation? Other. Specify 1
522
9
1
mentioned
6
2
not mentioned
516
Sysmiss
9
Q67. What is the soil type of growing area A for <TARGET CROP>?
519
12
1
sandy clay soil
62
2
silty clay soil
21
3
clay soil
166
4
clay loam soil
26
5
loamy sand soil
6
6
sandy loam soil
13
7
silty clay loam soil
2
8
silt loam soil
22
9
sandy clay loam soil
17
10
loam soil
28
11
sand soil
80
12
other. specify:
64
13
silt soil
12
Sysmiss
12
Q67B. Texture is your soil on growing area A for <TARGET CROP> this season?
337
194
1
light - this includes sandy soils that are easy to
120
2
medium - this includes loamy soils that are moderately
184
3
heavy - this includes clayey soils that are hard
33
Sysmiss
194
Q7011. How moist would rate your soil on growing area A for <TARGET CROP> this season?
240
291
1
moist
205
2
dry
35
Sysmiss
291
Q7012 Rate the drainage of water through the soil on area A for <TARGET CROP> this season?
240
291
1
good drainage
178
2
poor drainage
62
Sysmiss
291
Q55E1.Partook in training/meeting on crop/agricultural practices in the past 2 years?
328
203
1
no
309
2
yes
19
Sysmiss
203
Q5500. During the training/meeting, at least 15 minutes talking about safe-use practices
16
515
1
yes
14
2
no
2
Sysmiss
515
Q55E2. Who organized this training? Syngenta representative
16
515
1
not mentioned
11
2
mentioned
5
Sysmiss
515
Q55E2. Who organized this training? Cooperative
16
515
1
not mentioned
12
2
mentioned
4
Sysmiss
515
Q55E2. Who organized this training? Governmental organization (e.g. Ministry)
16
515
1
mentioned
3
2
not mentioned
13
Sysmiss
515
Q55E2. Who organized this training? Other specify 1:
16
515
1
not mentioned
14
2
mentioned
2
Sysmiss
515
Q55E2. Who organized this training? Don’t know / no answer
16
515
1
not mentioned
14
2
mentioned
2
Sysmiss
515
Q5501. Have you been contacted by a Syngenta representative during the past season?
240
291
1
yes
9
2
no
231
Sysmiss
291
Q5502. Can you describe how the Syngenta representative contacted you? Demonstration day
9
522
1
not mentioned
8
2
mentioned
1
Sysmiss
522
Q5502. Can you describe how the Syngenta representative contacted you? They visited my farm
9
522
1
not mentioned
4
2
mentioned
5
Sysmiss
522
Q5502. Can you describe how the Syngenta representative contacted you? Phone call
9
522
1
mentioned
4
2
not mentioned
5
Sysmiss
522
Q5503. How useful was contact with the Syngenta Representative
7
524
1
rather useful
5
2
very useful
2
Sysmiss
524
Q4041.A. Do you feel the need to follow training on crop cultivation in the near future?
331
200
1
no
186
2
yes
145
Sysmiss
200
Q54. Where do you deposit the rest water after spraying? Citerne (phytobac, heliosec, sentinel, biofilter)
112
419
1
Mentioned
90
2
Not mentioned
22
Sysmiss
419
Q54. Where do you deposit the rest water after spraying? In fields
72
459
1
Mentioned
72
Sysmiss
459
Q54. Where do you deposit the rest water after spraying? In rivers, streams, drain or via the ditch
3
528
1
Mentioned
3
Sysmiss
528
Q54. Where do you deposit the rest water after spraying? Other specify 1:
22
509
1
Mentioned
22
Sysmiss
509
Q54. Other 1:: Q54. Where do you deposit the rest water after spraying?
22
0
Il l'utilise une nouvelle fois
1
Les utiliser dans autres sols
21
Q55a. Where do you clean your sprain equipment? On farm
91
440
1
not mentioned
39
2
mentioned
52
Sysmiss
440
Q55b. Where do you dispose the water used for cleaning you equipment? On field
112
419
1
mentioned
47
2
not mentioned
65
Sysmiss
419
Q55b. Where do you dispose the water used for cleaning you equipment? Citerne
37
494
1
mentioned
37
Sysmiss
494
Q55b. Where do you dispose the water used for cleaning you equipment? On an unpaved surface
16
515
1
mentioned
16
Sysmiss
515
Q55b. Where do you dispose the water used for cleaning you equipment? On a paved surface (drain / dike)
2
529
1
mentioned
2
Sysmiss
529
Q55b. Where do you dispose the water used for cleaning you equipment? Other specify 1:
11
520
1
mentioned
11
Sysmiss
520
Q55. C. Do you store the sprayer protected from rain?
112
419
1
yes
111
2
no
1
Sysmiss
419
Q55. D. Do you use drift-reducing nozzles on your sprayer?
112
419
1
yes
85
2
no
27
Sysmiss
419
Q72. When did the first field preparation start for growing area A for <TARGET CROP> ?
442
2013-01-08
2019-02-11
2013-01-08
1
2013-02-11
1
2013-06-01
2
2013-07-01
14
2013-07-07
3
2013-07-10
8
2013-07-15
5
2013-07-16
1
2013-07-20
1
2013-08-01
8
2013-08-15
2
2013-09-01
5
2013-09-03
1
2013-09-14
1
2013-09-15
2
2013-09-30
1
2013-10-01
8
2013-10-09
1
2013-10-15
1
2014-01-12
1
2014-02-01
1
2014-03-01
1
2014-03-02
1
2014-03-04
1
2014-03-05
1
2014-03-06
2
2014-03-07
1
2014-03-08
1
2014-03-09
1
2014-03-10
2
2014-03-12
1
2014-03-18
2
2014-03-20
1
2014-04-01
1
2014-06-01
13
2014-06-02
1
2014-06-03
1
2014-06-06
1
2014-06-10
5
2014-06-12
1
2014-06-15
3
2014-06-24
1
2014-07-01
1
2014-07-09
1
2015-01-01
1
2015-08-01
2
2015-08-10
2
2015-09-01
12
2015-09-10
3
2015-09-15
12
2015-09-20
2
2015-10-01
23
2015-10-10
6
2015-10-15
5
2015-11-01
2
2015-11-15
1
2015-11-20
1
2015-11-30
3
2015-12-01
4
2015-12-15
1
2015-12-20
1
2015-12-30
3
2016-01-01
4
2016-01-15
1
2016-02-01
2
2016-07-10
1
2016-08-01
1
2016-09-01
12
2016-09-06
2
2016-09-07
2
2016-09-10
2
2016-09-12
2
2016-09-15
6
2016-09-20
5
2016-10-01
16
2016-10-08
2
2016-10-10
4
2016-10-15
6
2016-11-01
2
2016-12-01
2
2016-12-15
1
2016-12-23
1
2016-12-30
1
2017-01-01
2
2017-01-08
2
2017-01-10
4
2017-01-11
1
2017-01-15
4
2017-01-20
1
2017-01-25
3
2017-02-01
4
2017-02-20
1
2017-09-01
4
2017-09-15
7
2017-09-20
6
2017-09-30
2
2017-10-01
15
2017-10-10
6
2017-10-15
10
2017-10-20
4
2017-10-30
1
2017-12-01
1
2017-12-15
1
2017-12-20
1
2017-12-30
2
2018-01-01
6
2018-01-02
3
2018-01-15
1
2018-01-28
1
2018-01-30
1
2018-02-01
1
2018-02-15
1
2018-08-01
1
2018-09-01
2
2018-09-15
2
2018-09-20
2
2018-09-30
3
2018-10-01
19
2018-10-09
2
2018-10-10
8
2018-10-15
10
2018-10-20
4
2018-12-01
4
2019-01-01
11
2019-01-10
2
2019-02-01
4
2019-02-11
1
Q73. KGs/HECT of seeds sown for growing area A for <TARGET CROP>
277
254
160
10000
754.344
1559.787
Q73A1. What is the amount of seeds that has been sown for growing area A?
50
481
1
750
36.4
142.195
Q73A1.UNIT Please indicate the measurement unit used?
50
0
kgs
2
ton
48
Q123. B. Which type of potatoes do you cultivate on growing area A for potato?
135
396
1
potatoes for fresh use
41
2
seed potatoes
94
Sysmiss
396
Q151. Are <TARGET CROP> grown on open field or in a greenhouse for growing area A?
22
509
1
active greenhouse
22
Sysmiss
509
Q74. When was the crop sown / planted for growing area A for <TARGET CROP>?
442
2013-10-11
2019-03-10
2013-10-11
2
2013-11-01
35
2013-11-02
1
2013-11-07
2
2013-11-15
3
2014-01-02
1
2014-01-15
1
2014-01-22
1
2014-01-30
1
2014-02-01
12
2014-02-02
2
2014-02-03
1
2014-02-04
1
2014-02-08
2
2014-02-10
1
2014-02-20
2
2014-03-03
1
2014-03-04
1
2014-03-10
1
2014-03-12
2
2014-03-14
1
2014-03-15
3
2014-03-16
1
2014-03-20
1
2014-03-24
2
2014-03-28
1
2014-04-20
1
2014-06-05
1
2014-06-10
1
2014-06-15
1
2014-06-18
1
2014-06-20
1
2014-06-21
1
2014-06-29
1
2014-07-01
10
2014-07-05
1
2014-07-10
2
2014-07-14
1
2014-07-25
1
2014-08-01
1
2014-08-03
2
2014-08-10
1
2014-08-15
1
2014-08-20
1
2014-08-25
1
2015-11-01
16
2015-11-07
2
2015-11-10
10
2015-11-15
17
2015-11-20
13
2015-11-25
2
2015-12-01
2
2016-01-01
2
2016-01-02
1
2016-01-03
1
2016-01-30
2
2016-02-01
10
2016-02-02
3
2016-02-03
1
2016-02-05
1
2016-02-10
4
2016-02-15
3
2016-03-01
1
2016-10-01
2
2016-11-01
10
2016-11-05
4
2016-11-08
2
2016-11-10
20
2016-11-12
2
2016-11-15
10
2016-11-16
2
2016-11-20
6
2016-11-25
2
2017-01-20
1
2017-01-25
1
2017-02-01
2
2017-02-04
2
2017-02-07
2
2017-02-08
2
2017-02-10
1
2017-02-15
7
2017-02-16
1
2017-02-18
1
2017-02-20
7
2017-02-25
1
2017-03-01
2
2017-11-06
2
2017-11-10
6
2017-11-15
8
2017-11-20
10
2017-11-24
2
2017-11-25
2
2017-12-01
12
2017-12-05
4
2017-12-15
5
2018-01-30
1
2018-02-01
6
2018-02-02
2
2018-02-05
1
2018-02-10
1
2018-02-15
3
2018-02-20
1
2018-02-25
2
2018-02-26
2
2018-02-28
4
2018-11-01
6
2018-11-02
2
2018-11-04
4
2018-11-06
2
2018-11-07
4
2018-11-09
2
2018-11-10
16
2018-11-15
10
2018-11-20
4
2019-02-01
7
2019-02-10
4
2019-02-15
3
2019-02-20
2
2019-02-25
1
2019-02-28
3
2019-03-01
4
2019-03-10
1
Q7400. Have you sown/planted <TARGET CROP> in the same period as last year?
240
291
1
yes
207
2
no
33
Sysmiss
291
Q231B. Are your seeds coated with crop protection products?
417
114
1
no
353
2
yes
64
Sysmiss
114
Q233. Do you use on-farm or pre-treated seed treatment to treat the seeds for growing area A for <TARGET CROP>?
236
295
1
pre-treated seed treatment
215
2
on-farm seed treatment
11
3
none
10
Sysmiss
295
Q397_NEW. If you have received a crop program and/or any recommendations for growing to implement this season.
125
406
1
i did not receive any kind of crop program
83
2
i received a complete crop program (this
20
3
i received some recommendations but not a complete program
22
Sysmiss
406
Q224 A. Did you perform a soil test for <TARGET CROP>?
241
290
1
yes
42
2
no
199
Sysmiss
290
Q224. Do you apply organic fertilizers for <TARGET CROP>?
531
0
1
no
237
2
yes
294
Q226. Do you apply chemical fertilizers for <TARGET CROP>?
531
0
1
yes
523
2
no
8
Q229B1.Total number of applications you perform with chemical fertilizers on growing area for <TARGET CROP>?
413
118
1
9
2.334
1.09
Q229B2.Total number of applications you perform with organic fertilizers on growing area for <TARGET CROP>?
253
278
0
1
0.81
0.393
Q240E. We would like to better understand the pest pressure on the selected growing areas. INSECT PRESSURE
331
200
1
medium
16
2
no pressure
196
3
low
98
4
high
9
5
don’t know/no answer
12
Sysmiss
200
Q240E. We would like to better understand the pest pressure on the selected growing areas. DISEASE PRESSURE
331
200
1
low
123
2
no pressure
104
3
medium
72
4
high
21
5
don’t know/no answer
11
Sysmiss
200
Q240E. We would like to better understand the pest pressure on the selected growing areas. WEED PRESSURE
331
200
1
medium
114
2
low
122
3
high
80
4
no pressure
12
5
don’t know/no answer
3
Sysmiss
200
Q240.E1. Do you generally use drift-reducing nozzles on your sprayer?
125
406
1
yes
21
2
no
104
Sysmiss
406
Q240D. Note down the total number of treatments you perform with crop protection products
419
112
0
13
2.506
2.002
Q75. What is the final stand i.e. the number of plants - per <SQUARE METER>/<TARGET CROP>?
303
228
1
350
111.337
71.767
Q76. Prior to harvest, indicate the percentage of the plot area that is lodged for <TARGET CROP>?
330
201
0
40
2.905
6.319
Q243. When was the harvest period for <TARGET CROP>?
443
2014-05-01
2019-06-20
2014-05-01
10
2014-05-05
1
2014-05-10
10
2014-05-15
6
2014-05-20
10
2014-05-24
1
2014-06-01
7
2014-06-02
3
2014-06-07
1
2014-06-10
4
2014-06-15
7
2014-06-18
2
2014-06-19
1
2014-06-20
7
2014-06-21
2
2014-06-25
1
2014-06-26
1
2014-07-01
4
2014-07-11
1
2014-07-20
2
2014-08-01
2
2014-08-02
1
2014-08-06
1
2014-08-20
2
2014-09-01
1
2014-09-15
5
2014-09-20
2
2014-09-25
1
2014-09-27
1
2014-10-01
5
2014-10-02
1
2014-10-03
1
2014-10-10
2
2014-10-15
2
2014-10-20
2
2014-10-22
1
2014-11-10
1
2016-03-01
1
2016-05-01
5
2016-05-03
1
2016-05-05
1
2016-05-10
2
2016-05-15
6
2016-05-20
11
2016-05-25
2
2016-05-30
6
2016-06-01
39
2016-06-02
1
2016-06-05
2
2016-06-10
12
2016-06-15
2
2017-05-10
2
2017-05-15
3
2017-05-20
14
2017-05-25
17
2017-05-28
3
2017-05-30
1
2017-06-01
18
2017-06-05
10
2017-06-06
4
2017-06-10
14
2017-06-15
4
2018-04-01
1
2018-05-01
1
2018-05-10
1
2018-05-15
1
2018-05-27
1
2018-05-30
4
2018-06-01
9
2018-06-02
2
2018-06-05
6
2018-06-06
2
2018-06-10
6
2018-06-11
1
2018-06-15
14
2018-06-20
12
2018-06-25
5
2018-06-26
5
2018-06-30
1
2018-07-01
3
2019-05-15
1
2019-05-20
4
2019-05-25
4
2019-05-27
2
2019-05-30
7
2019-06-01
17
2019-06-03
7
2019-06-04
3
2019-06-05
6
2019-06-07
2
2019-06-10
10
2019-06-15
6
2019-06-18
1
2019-06-20
5
Q243. When was the harvest period for <TARGET CROP>?
437
2014-05-01
2019-06-30
2014-05-01
2
2014-05-10
2
2014-05-12
4
2014-05-20
8
2014-05-25
1
2014-05-30
2
2014-06-01
6
2014-06-02
1
2014-06-09
1
2014-06-10
2
2014-06-15
2
2014-06-20
13
2014-06-24
4
2014-06-26
1
2014-06-29
1
2014-06-30
1
2014-07-01
8
2014-07-02
1
2014-07-07
2
2014-07-09
1
2014-07-10
2
2014-07-12
1
2014-07-15
5
2014-07-20
2
2014-07-21
3
2014-07-22
1
2014-07-29
1
2014-07-30
2
2014-08-01
1
2014-08-10
1
2014-09-24
1
2014-10-07
1
2014-10-12
1
2014-10-20
1
2014-10-25
1
2014-10-26
1
2014-10-30
1
2014-11-20
1
2015-05-01
1
2015-05-27
1
2015-06-01
2
2015-06-06
1
2015-06-15
1
2015-06-20
1
2015-06-25
1
2015-06-27
1
2015-06-30
2
2015-07-01
3
2015-07-10
2
2015-07-13
1
2015-07-15
1
2015-07-20
1
2015-07-30
2
2015-10-01
1
2016-03-20
1
2016-05-05
2
2016-05-06
1
2016-05-07
1
2016-05-10
2
2016-05-12
1
2016-05-15
1
2016-05-17
1
2016-05-18
1
2016-05-20
1
2016-05-30
2
2016-06-03
2
2016-06-04
1
2016-06-05
6
2016-06-06
1
2016-06-07
1
2016-06-10
10
2016-06-15
5
2016-06-17
1
2016-06-20
16
2016-06-30
14
2016-07-01
16
2016-07-10
2
2016-07-20
2
2017-05-11
2
2017-05-17
1
2017-05-18
2
2017-05-20
1
2017-05-21
5
2017-05-22
1
2017-05-23
1
2017-05-25
1
2017-05-26
6
2017-05-27
1
2017-05-29
1
2017-05-31
1
2017-06-01
3
2017-06-02
2
2017-06-05
6
2017-06-10
4
2017-06-11
2
2017-06-13
2
2017-06-15
8
2017-06-16
4
2017-06-20
10
2017-06-22
2
2017-06-25
10
2017-06-28
2
2017-06-29
2
2017-06-30
4
2018-04-01
1
2018-05-04
1
2018-05-13
1
2018-05-19
1
2018-05-30
1
2018-06-01
1
2018-06-03
2
2018-06-04
4
2018-06-05
2
2018-06-06
2
2018-06-07
1
2018-06-08
1
2018-06-14
2
2018-06-15
9
2018-06-16
2
2018-06-20
10
2018-06-24
2
2018-06-25
5
2018-06-27
1
2018-06-30
8
2018-07-01
2
2018-07-02
1
2018-07-03
1
2018-07-04
5
2018-07-05
2
2018-07-06
2
2018-07-07
1
2018-07-10
4
2019-05-22
1
2019-05-27
1
2019-05-30
1
2019-06-01
5
2019-06-02
5
2019-06-03
2
2019-06-04
3
2019-06-05
3
2019-06-06
1
2019-06-07
4
2019-06-08
3
2019-06-10
12
2019-06-12
2
2019-06-15
8
2019-06-16
2
2019-06-17
2
2019-06-18
3
2019-06-20
7
2019-06-23
2
2019-06-25
4
2019-06-29
1
2019-06-30
3
Q243b. Have you harvested <TARGET CROP> in the same period as last year?
165
366
1
yes
160
2
no
5
Sysmiss
366
Q244. Marketable yield that has been achieved for growing area A for <TARGET CROP> in <TON> per <HECTARES>?
220
311
0.9
7
3.35
1.481
Q274. Yield that has been achieved for growing area A for corn in <TON> per <HECTARES>? Grain yield
17
514
6
10
7.882
1.166
Q274. Yield that has been achieved for growing area A for corn in <TON> per <HECTARES>? Silage yield
17
514
30
55
39.412
7.475
Q299. What is the tuber yield that has been achieved for potato in <TON>/<HECTARES>?
156
375
20
70
38.154
9.737
Q4094. Who measured the yield on each of the growing areas? Myself
331
200
1
not mentioned
143
2
mentioned
188
Sysmiss
200
Q4094. Who measured the yield on each of the growing areas? Dealer/store
331
200
1
not mentioned
287
2
mentioned
44
Sysmiss
200
Q4094. Who measured the yield on each of the growing areas? Manufacturer/representative
331
200
1
not mentioned
306
2
mentioned
25
Sysmiss
200
Q4094. Who measured the yield on each of the growing areas? Independent advisor
331
200
1
not mentioned
320
2
mentioned
11
Sysmiss
200
Q4094. Who measured the yield on each of the growing areas? Cooperative
240
291
1
mentioned
6
2
not mentioned
234
Sysmiss
291
Q4094. Who measured the yield on each of the growing areas? Other specify1
240
291
1
not mentioned
229
2
mentioned
11
Sysmiss
291
Q4094. Who measured the yield on each of the growing areas? Other specify3
331
200
1
not mentioned
293
2
mentioned
38
Sysmiss
200
Q4094. Who measured the yield on each of the growing areas? Don’t know / no answer
331
200
1
not mentioned
323
2
mentioned
8
Sysmiss
200
Q4095. A. Compared to previous year, would you say your yield has ...?
328
203
1
increased
137
2
decreased
137
3
remained stable
54
Sysmiss
203
Q4096. A. How satisfied are you with your yield this season?
327
204
1
somewhat satisfied
148
2
very unsatisfied
44
3
very satisfied
73
4
somewhat unsatisfied
62
Sysmiss
204
Q4097. A. How satisfied are you with the price you received on the market?
318
213
1
very unsatisfied
54
2
somewhat satisfied
120
3
very satisfied
65
4
somewhat unsatisfied
79
Sysmiss
213
Q251. % of crop damaged at the time of harvest (total lost - not marketable) for <TARGET CROP>?
322
209
0
100
5.428
6.492
Q360. When was the harvest period for <TARGET CROP>?
112
2014-05-01
2014-11-10
2014-05-01
10
2014-05-05
1
2014-05-10
10
2014-05-15
6
2014-05-20
10
2014-05-24
1
2014-06-01
7
2014-06-02
3
2014-06-07
1
2014-06-10
4
2014-06-15
7
2014-06-18
2
2014-06-19
1
2014-06-20
7
2014-06-21
2
2014-06-25
1
2014-06-26
1
2014-07-01
4
2014-07-11
1
2014-07-20
2
2014-08-01
2
2014-08-02
1
2014-08-06
1
2014-08-20
2
2014-09-01
1
2014-09-15
5
2014-09-20
2
2014-09-25
1
2014-09-27
1
2014-10-01
5
2014-10-02
1
2014-10-03
1
2014-10-10
2
2014-10-15
2
2014-10-20
2
2014-10-22
1
2014-11-10
1
Q360. When was the harvest period for <TARGET CROP>?
112
2014-05-01
2015-10-01
2014-05-01
2
2014-05-10
2
2014-05-12
4
2014-05-20
8
2014-05-25
1
2014-05-30
2
2014-06-01
6
2014-06-02
1
2014-06-09
1
2014-06-10
2
2014-06-15
2
2014-06-20
13
2014-06-24
4
2014-06-26
1
2014-06-29
1
2014-06-30
1
2014-07-01
8
2014-07-02
1
2014-07-07
2
2014-07-09
1
2014-07-10
2
2014-07-12
1
2014-07-15
5
2014-07-20
2
2014-07-21
3
2014-07-22
1
2014-07-29
1
2014-07-30
2
2014-08-01
1
2014-08-10
1
2014-09-24
1
2014-10-07
1
2014-10-12
1
2014-10-20
1
2014-10-25
1
2014-10-26
1
2014-10-30
1
2014-11-20
1
2015-05-01
1
2015-05-27
1
2015-06-01
2
2015-06-06
1
2015-06-15
1
2015-06-20
1
2015-06-25
1
2015-06-27
1
2015-06-30
2
2015-07-01
3
2015-07-10
2
2015-07-13
1
2015-07-15
1
2015-07-20
1
2015-07-30
2
2015-10-01
1
Q319. When was the harvest period for sugarcane?
112
2014-05-01
2014-11-10
2014-05-01
10
2014-05-05
1
2014-05-10
10
2014-05-15
6
2014-05-20
10
2014-05-24
1
2014-06-01
7
2014-06-02
3
2014-06-07
1
2014-06-10
4
2014-06-15
7
2014-06-18
2
2014-06-19
1
2014-06-20
7
2014-06-21
2
2014-06-25
1
2014-06-26
1
2014-07-01
4
2014-07-11
1
2014-07-20
2
2014-08-01
2
2014-08-02
1
2014-08-06
1
2014-08-20
2
2014-09-01
1
2014-09-15
5
2014-09-20
2
2014-09-25
1
2014-09-27
1
2014-10-01
5
2014-10-02
1
2014-10-03
1
2014-10-10
2
2014-10-15
2
2014-10-20
2
2014-10-22
1
2014-11-10
1
Q319. When was the harvest period for sugarcane?
112
2014-05-01
2015-10-01
2014-05-01
2
2014-05-10
2
2014-05-12
4
2014-05-20
8
2014-05-25
1
2014-05-30
2
2014-06-01
6
2014-06-02
1
2014-06-09
1
2014-06-10
2
2014-06-15
2
2014-06-20
13
2014-06-24
4
2014-06-26
1
2014-06-29
1
2014-06-30
1
2014-07-01
8
2014-07-02
1
2014-07-07
2
2014-07-09
1
2014-07-10
2
2014-07-12
1
2014-07-15
5
2014-07-20
2
2014-07-21
3
2014-07-22
1
2014-07-29
1
2014-07-30
2
2014-08-01
1
2014-08-10
1
2014-09-24
1
2014-10-07
1
2014-10-12
1
2014-10-20
1
2014-10-25
1
2014-10-26
1
2014-10-30
1
2014-11-20
1
2015-05-01
1
2015-05-27
1
2015-06-01
2
2015-06-06
1
2015-06-15
1
2015-06-20
1
2015-06-25
1
2015-06-27
1
2015-06-30
2
2015-07-01
3
2015-07-10
2
2015-07-13
1
2015-07-15
1
2015-07-20
1
2015-07-30
2
2015-10-01
1
Q339. When was the harvest period for banana?
112
2014-05-01
2014-11-10
2014-05-01
10
2014-05-05
1
2014-05-10
10
2014-05-15
6
2014-05-20
10
2014-05-24
1
2014-06-01
7
2014-06-02
3
2014-06-07
1
2014-06-10
4
2014-06-15
7
2014-06-18
2
2014-06-19
1
2014-06-20
7
2014-06-21
2
2014-06-25
1
2014-06-26
1
2014-07-01
4
2014-07-11
1
2014-07-20
2
2014-08-01
2
2014-08-02
1
2014-08-06
1
2014-08-20
2
2014-09-01
1
2014-09-15
5
2014-09-20
2
2014-09-25
1
2014-09-27
1
2014-10-01
5
2014-10-02
1
2014-10-03
1
2014-10-10
2
2014-10-15
2
2014-10-20
2
2014-10-22
1
2014-11-10
1
Q339. When was the harvest period for banana?
112
2014-05-01
2015-10-01
2014-05-01
2
2014-05-10
2
2014-05-12
4
2014-05-20
8
2014-05-25
1
2014-05-30
2
2014-06-01
6
2014-06-02
1
2014-06-09
1
2014-06-10
2
2014-06-15
2
2014-06-20
13
2014-06-24
4
2014-06-26
1
2014-06-29
1
2014-06-30
1
2014-07-01
8
2014-07-02
1
2014-07-07
2
2014-07-09
1
2014-07-10
2
2014-07-12
1
2014-07-15
5
2014-07-20
2
2014-07-21
3
2014-07-22
1
2014-07-29
1
2014-07-30
2
2014-08-01
1
2014-08-10
1
2014-09-24
1
2014-10-07
1
2014-10-12
1
2014-10-20
1
2014-10-25
1
2014-10-26
1
2014-10-30
1
2014-11-20
1
2015-05-01
1
2015-05-27
1
2015-06-01
2
2015-06-06
1
2015-06-15
1
2015-06-20
1
2015-06-25
1
2015-06-27
1
2015-06-30
2
2015-07-01
3
2015-07-10
2
2015-07-13
1
2015-07-15
1
2015-07-20
1
2015-07-30
2
2015-10-01
1
Q246. % of the harvest of your target crop is used for own consumption
278
253
0
100
14.331
14.781
Q246. % of the harvest of your target crop is used for feeding livestock
278
253
0
80
5.029
9.192
Q246. % of the harvest of your target crop is used for harvest sold
278
253
0
100
80.64
16.854
Q4002. Did you take measures to prevent post-harvest loss for <TARGET CROP>?
331
200
1
no
232
2
yes
99
Sysmiss
200
Q7013. How do you deal with crop residue of <TARGET CROP>?
159
372
1
i leave the crop residue on the field
120
2
i burn the crop residue
2
3
i remove the crop residue and use it as compost
7
4
i remove the crop residue and export it off farm
28
5
other. specify:
2
Sysmiss
372
Q377. What is the estimated revenue in <DOLLAR>/<HECTARES> for growing area A of <TARGET CROP>?
357
174
1
147000
28252.246
30048.008
Q378. Could you please indicate the estimated revenue in general? <DOLLAR>/<HECTARES>.
56
475
6000
70000
11910.714
9051.422
Q379.A Can you please explain your answer for <TARGET CROP>?
473
58
1
average
161
2
low
126
3
very low
124
4
high
61
5
very high
1
Sysmiss
58
Q380. What is your total input cost for <TARGET CROP> from first field preparation until harvest?
518
13
3000
105000
15164.749
16763.764
Q4111. Actual costs SEEDS for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
52500
8555.714
10497.646
Q4111. Actual costs FERTILIZERZ for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
35000
3769.603
4576.828
Q4111. Actual costs LABOR for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
20000
1939.683
2255.898
Q4111. Actual costs MACHINERY <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
20000
2468.995
2357.146
Q4111. Actual costs WATER USE for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
5000
1011.455
808.603
Q4111. Actual costs FUEL for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
6000
55.556
467.233
Q4111. Actual costs RENT/LOAN for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
2500
155.556
399.679
Q4111. Actual costs FUNGICIDES for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
2000
26.984
211.031
Q4111. Actual costs HERBICIDES for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
5000
817.249
1134.243
Q4111. Actual costs INSECTICIDES <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
500
2.646
36.37
Q4111. Actual costs DRYING for <TARGET CROP>?<DOLLAR>/<HECTARES>
189
342
0
0
0
0
?]]>
319
212
4
60
17.972
9.588
?]]>
319
212
4
30
14.903
5.279
?]]>
319
212
0
30
13.821
6.314
?]]>
319
212
4
45
21.774
9.653
?]]>
319
212
0
50
20.862
12.203
?]]>
319
212
0
30
2.06
4.849
?]]>
319
212
0
40
4.649
7.274
?]]>
319
212
0
40
0.824
3.51
?]]>
319
212
0
30
3.135
5.806
?]]>
119
412
0
0
0
0
?]]>
207
324
0
0
0
0
?]]>
323
208
1
very favorable weather conditions
32
2
no favorable weather conditions
103
3
normal weather conditions
188
Sysmiss
208
Q387. What was the impact for target crop? Reduced yield
103
428
1
mentioned
89
2
not mentioned
14
Sysmiss
428
Q387. What was the impact for target crop? Reduced yield quality
103
428
1
not mentioned
58
2
mentioned
45
Sysmiss
428
Q387. What was the impact for target crop? No impact
103
428
1
not mentioned
101
2
mentioned
2
Sysmiss
428
Q388. How would you say the level of ranfall was for growing area A
518
13
1
somewhat more than usual
65
2
a lot less than usual
129
3
somewhat less than usual
136
4
a lot more than usual
29
5
the same as usual
159
Sysmiss
13
Q388. B. You mentioned you had less rainfall this season than usual. Was this problematic?
152
379
1
yes
119
2
no
33
Sysmiss
379
Q388D. You mentioned you had more rainfall this season than usual. Was this problematic?
84
447
1
no
78
2
yes
6
Sysmiss
447
Q3880. How would you say the temperature was during this season ?
316
215
1
somewhat higher than usual
48
2
the same as usual
235
3
somewhat lower than usual
31
4
a lot higher than usual
1
5
a lot lower than usual
1
Sysmiss
215
Q3880 B. You mentioned you had lower temperatures this season than usual. Was this problematic?
32
499
1
no
32
Sysmiss
499
Q3880 D. You mentioned you had higher temperatures this season than usual. Was this problematic?
49
482
1
no
33
2
yes
16
Sysmiss
482
Q389. What is the MAIN water source of <TARGET CROP> during this season?
530
1
1
rain-fed (no equipment, only natural rainfall)
310
2
irrigated using irrigation equipment (e.g. rain,
198
3
other. specify 1:
2
4
swamp/wetland
20
Sysmiss
1
Q390. What is the number of days you have been irrigating <TARGET CROP>?
180
351
3
270
36.461
36.732
Q391. What is the average amount of hours per day you have been irrigating of <TARGET CROP>?
194
337
1
24
8.005
7.497
Q392. What is the amount of liters that is discharged per hour of <TARGET CROP>?
64
467
3
6500
1723.492
1839.57
Q7016. Please indicate what percentage of the area is irrigated for <TARGET CROP>
75
456
80
100
99.733
2.309
Q7017. Which method of irrigation did you apply for <TARGET CROP>?
77
454
1
dispersing drop by drop to the base of the plant
77
Sysmiss
454
Q399.C. How satisfied are you with the crop program and/or recommendations for <TARGET CROP>?
22
509
1
rather satisfied
12
2
very satisfied
8
3
rather unsatisfied
2
Sysmiss
509
field preparation
75
2018-08-01
2019-02-11
2018-08-01
1
2018-09-01
2
2018-09-15
2
2018-09-20
2
2018-09-30
3
2018-10-01
19
2018-10-09
2
2018-10-10
8
2018-10-15
10
2018-10-20
4
2018-12-01
4
2019-01-01
11
2019-01-10
2
2019-02-01
4
2019-02-11
1
sowing/planting
75
2018-11-01
2019-03-10
2018-11-01
6
2018-11-02
2
2018-11-04
4
2018-11-06
2
2018-11-07
4
2018-11-09
2
2018-11-10
16
2018-11-15
10
2018-11-20
4
2019-02-01
7
2019-02-10
4
2019-02-15
3
2019-02-20
2
2019-02-25
1
2019-02-28
3
2019-03-01
4
2019-03-10
1
begin harvest
75
2019-05-15
2019-06-20
2019-05-15
1
2019-05-20
4
2019-05-25
4
2019-05-27
2
2019-05-30
7
2019-06-01
17
2019-06-03
7
2019-06-04
3
2019-06-05
6
2019-06-07
2
2019-06-10
10
2019-06-15
6
2019-06-18
1
2019-06-20
5
end harvest
75
2019-05-22
2019-06-30
2019-05-22
1
2019-05-27
1
2019-05-30
1
2019-06-01
5
2019-06-02
5
2019-06-03
2
2019-06-04
3
2019-06-05
3
2019-06-06
1
2019-06-07
4
2019-06-08
3
2019-06-10
12
2019-06-12
2
2019-06-15
8
2019-06-16
2
2019-06-17
2
2019-06-18
3
2019-06-20
7
2019-06-23
2
2019-06-25
4
2019-06-29
1
2019-06-30
3
Data collection wave
531
0
2014
2019
2016.288
1.714
Q215. When did the first field preparation start for cauliflower?
112
2013-01-08
2014-07-09
2013-01-08
1
2013-02-11
1
2013-06-01
2
2013-07-01
14
2013-07-07
3
2013-07-10
8
2013-07-15
5
2013-07-16
1
2013-07-20
1
2013-08-01
8
2013-08-15
2
2013-09-01
5
2013-09-03
1
2013-09-14
1
2013-09-15
2
2013-09-30
1
2013-10-01
8
2013-10-09
1
2013-10-15
1
2014-01-12
1
2014-02-01
1
2014-03-01
1
2014-03-02
1
2014-03-04
1
2014-03-05
1
2014-03-06
2
2014-03-07
1
2014-03-08
1
2014-03-09
1
2014-03-10
2
2014-03-12
1
2014-03-18
2
2014-03-20
1
2014-04-01
1
2014-06-01
13
2014-06-02
1
2014-06-03
1
2014-06-06
1
2014-06-10
5
2014-06-12
1
2014-06-15
3
2014-06-24
1
2014-07-01
1
2014-07-09
1
Q218. When have the young plants been planted for cauliflower?
112
2013-10-11
2014-08-25
2013-10-11
2
2013-11-01
35
2013-11-02
1
2013-11-07
2
2013-11-15
3
2014-01-02
1
2014-01-15
1
2014-01-22
1
2014-01-30
1
2014-02-01
12
2014-02-02
2
2014-02-03
1
2014-02-04
1
2014-02-08
2
2014-02-10
1
2014-02-20
2
2014-03-03
1
2014-03-04
1
2014-03-10
1
2014-03-12
2
2014-03-14
1
2014-03-15
3
2014-03-16
1
2014-03-20
1
2014-03-24
2
2014-03-28
1
2014-04-20
1
2014-06-05
1
2014-06-10
1
2014-06-15
1
2014-06-18
1
2014-06-20
1
2014-06-21
1
2014-06-29
1
2014-07-01
10
2014-07-05
1
2014-07-10
2
2014-07-14
1
2014-07-25
1
2014-08-01
1
2014-08-03
2
2014-08-10
1
2014-08-15
1
2014-08-20
1
2014-08-25
1
q4000_1. To whom do you sell your yield - I sell it on the local market
256
275
1
not mentioned
230
2
mentioned
26
Sysmiss
275
q4000_2. To whom do you sell your yield - I sell it to a trader
256
275
1
not mentioned
120
2
mentioned
136
Sysmiss
275
q4000_3. To whom do you sell your yield - I sell it to a wholesaler
256
275
1
not mentioned
233
2
mentioned
23
Sysmiss
275
q4000_4. To whom do you sell your yield - I sell it to a feed processing plant
256
275
1
not mentioned
198
2
mentioned
58
Sysmiss
275
q4000_5. To whom do you sell your yield - I sell it to a cooperative I am part of
256
275
1
mentioned
63
2
not mentioned
193
Sysmiss
275
q4000_6. To whom do you sell your yield -I sell it under a contract
256
275
1
not mentioned
227
2
mentioned
29
Sysmiss
275
q4000_96. To whom do you sell your yield -Other. Specify 1:
256
275
1
not mentioned
213
2
mentioned
43
Sysmiss
275
q4000_99. To whom do you sell your yield -Don’t know / no answer
256
275
1
not mentioned
253
2
mentioned
3
Sysmiss
275
Q4000b. Can you please tell us what are your main sources for selling the harvest? Other. Specify 1
43
0
Car je stocke mon produit
1
DANS FRIGO
1
DANS LE FRIGO
13
DIRECTEMENT AU CONSOMATEUR
2
Je stocke apr!s J'ai vend
1
Je stocke mon produit
2
La recolte est perdue et je ne vend pas
1
Stock
1
Stockage dans le frigo
17
Utiliser uniquement dans l'agriculture
1
je laisse comme grains
1
je laisse un peu pour zariia
1
pour les grains
1
q389_1. Which water source has been used for irrigation? Private connection to pipeline
81
450
1
not mentioned
78
2
mentioned
3
Sysmiss
450
q389_2. Which water source has been used for irrigation? Private well
81
450
1
not mentioned
52
2
mentioned
29
Sysmiss
450
q389_4. Which water source has been used for irrigation? Public river, stream
81
450
1
mentioned
51
2
not mentioned
30
Sysmiss
450
q389_5. Which water source has been used for irrigation? Public lake, pond
81
450
1
not mentioned
77
2
mentioned
4
Sysmiss
450
q389_99. Which water source has been used for irrigation? Don’t know / no answer
81
450
1
not mentioned
80
2
mentioned
1
Sysmiss
450
Q399. Please explain why you follow or do not follow the crop program and/or recommendations.
64
0
2
1
Efficace
6
Je m'interesse à toutes les informations et les instructions qui m'aident dans ce domaine
1
Le co?t ¨¦lev¨¦ de la r¨¦colte
2
Manque d'équipement
1
Nouvelles produits de syngenta
1
Por obtenir ne très bonne récolte
1
Pour avoir une bonne r¨¦colte
4
Proposer des novelles technologies dans l'agricltre
1
REIN
1
RIEN
29
Rien
9
incompréhensible
1
on a pas utiliser les m!dicament a cause de manque de la pluie
2
rentable
1
rentable ,efficace
1
rien
2
Q397. Received a recommended growing protocol or crop program from an agricultural advisor?
381
150
1
yes
58
2
no
323
Sysmiss
150
Q397C. Did you receive a protocol/crop program from Syngenta?
44
487
1
yes
12
2
no
32
Sysmiss
487
Q397.D. From which manufacturer have you received a protocol/crop program? OTHER
24
0
confidential
24
Q35.A. What group/association/cooperative are a member of? 1ST
56
0
Apefel
1
Association alkhair de l'eau et boissons
2
Association des exportateurs
1
Association des multiplicateurs des semences(AMMS)
1
1
Association el akhawain
2
COOPERATIVE AGRICOLE MAROCAINE CHAOUIA
2
COOPERATIVE EL BERNOUSSIA
2
COOPERATIVE EL HASSNIA
1
COOPERATIVE MOLAY BOUCHETA
2
COOPERATIVE SIDI ADDI
2
COOPERATIVE SIDI ALI
2
Coop!rative oum rabiaa la solidarit! et de d!veloppement
1
1
Cooperative sientifique
4
LAIT COOPERATIVE CENTRAL
2
MULTI AGRI
1
Membr de l'association les amis de sisdi ali
2
OUM RBII
1
Rien
2
Sonacos
2
Sonacos ,COOPERATIVE AGRICOLE MAROCAINE CHAOUIA (S.C.A.M)
1
WIFAK
1
association achchato lilfilaha
1
association lait sidi ali
2
coop!rative Alfajr (lait )
1
coop!rative OCP
1
coop!rative agriculture Bochabel
2
2
cooperative agricol AL HASSANIA
3
cooperative el hassania
1
cooperative el missawia pour lait
1
cooperative oum arrabii
1
refus!
2
taaouniyat alhalib
2
Q35.A. What group/association/cooperative are a member of? 2ND
13
0
Association bni lttair
2
Association de la réforme agraire
2
COOPERATIVE OUM RABIE
1
Membre de l'association nour diafa
2
association sakey el oudaya ( adwa)
2
cooperative el hachimia
2
oudaia Association
2
Q35.A. What group/association/cooperative are a member of? 3RD
4
0
Cooperative sidi addi
2
Coopérative de développement El imerania
2
Q58. In general, what is the topography of your growing area?
381
150
1
flat
214
2
gentle slope
109
3
steep slope
52
4
hilly
1
5
valley
5
Sysmiss
150
Bought seeds
375
156
1
not mentioned
3
2
mentioned
372
Sysmiss
156
Saved seeds
187
344
1
not mentioned
179
2
mentioned
8
Sysmiss
344
Q327. Please indicate the number of harvests/pickings per year for tomatoes/peppers?
21
510
2
4
3.143
0.793
Q302. What is the percentage of decay for potato?
93
438
0
100
6.072
11.468
Q303. What is the percentage of shrink loss for potato?
89
442
0
100
48.191
40.544
?]]>
266
265
0
100
8.013
10.02
Q152. Are <TARG1> grown in an active greenhouse or a passive greenhouse?
22
509
1
passive greenhouse
22
Sysmiss
509
Q147. When have the young plants been planted ?
112
2013-10-11
2014-08-25
2013-10-11
2
2013-11-01
35
2013-11-02
1
2013-11-07
2
2013-11-15
3
2014-01-02
1
2014-01-15
1
2014-01-22
1
2014-01-30
1
2014-02-01
12
2014-02-02
2
2014-02-03
1
2014-02-04
1
2014-02-08
2
2014-02-10
1
2014-02-20
2
2014-03-03
1
2014-03-04
1
2014-03-10
1
2014-03-12
2
2014-03-14
1
2014-03-15
3
2014-03-16
1
2014-03-20
1
2014-03-24
2
2014-03-28
1
2014-04-20
1
2014-06-05
1
2014-06-10
1
2014-06-15
1
2014-06-18
1
2014-06-20
1
2014-06-21
1
2014-06-29
1
2014-07-01
10
2014-07-05
1
2014-07-10
2
2014-07-14
1
2014-07-25
1
2014-08-01
1
2014-08-03
2
2014-08-10
1
2014-08-15
1
2014-08-20
1
2014-08-25
1
Q247. BUYER 1 % of yield
85
446
30
100
97.294
12.382
Q247. BUYER 2 % of yield
4
527
25
50
36.25
11.087
Q247. BUYER 3 % of yield
3
528
20
40
28.333
10.408
Q247. BUYER 1 price per metric ton
85
446
0
3500
2663.529
601.951
Q247. BUYER 2 price per metric ton
4
527
2000
3000
2375
478.714
Q247. BUYER 3 price per metric ton
3
528
2000
2500
2166.667
288.675
26
505
10
60
30.788
15.184
Year in which the data was collected
4483
0
2014
2019
2016.177
1.772
Country
4483
0
Morocco
4483
Crop
4483
0
Corn
373
Potato
1740
Tomato
275
Wheat
2095
Unique identifier per cluster
4483
0
MoroccoMaize1
373
MoroccoPotato1
1740
MoroccoTomato1
275
MoroccoWheat1
2095
Reference farms versus Benchmark farms
4483
0
1
Reference farm
1029
2
Benchmark farm
3454
Unique identifier per grower
4483
0
28112100
40
28112700
14
28112900
8
2811300
17
28115100
66
28117100
15
28117200
14
28117300
59
28117400
58
28122100
38
28122300
9
28122400
50
28123000
30
28123100
20
28123200
21
28123300
22
28123400
19
28132500
48
28132600
52
28132700
56
28132800
52
28132900
54
28133000
30
28133100
26
28133200
32
28133300
27
2815200
16
2815300
24
2817200
11
2818400
26
2818800
21
2818900
9
2819000
10
2819100
12
2819200
13
2819500
10
2820100
8
2820200
16
2820300
11
2820400
19
2820500
20
2820600
20
2820700
10
2820800
18
2820900
8
2821000
11
28210200
7
28210400
8
28210800
7
28210900
8
2821100
11
28211100
8
28211200
8
28211500
14
28211600
15
28211700
16
28211800
16
28211900
14
2821200
11
28212000
14
28212100
15
28212200
16
28212300
14
28212400
14
28212500
14
28212600
14
28212800
16
2821400
12
2821500
11
2821600
18
2821700
9
28217500
14
28217600
14
28217700
8
28217800
8
2821800
9
2822000
16
28220000
41
28220100
22
28220200
21
28220300
43
28220400
42
28220500
20
28220600
40
28220700
16
28220800
38
28220900
21
2822100
9
28221000
21
28221100
37
28221200
39
28221300
20
28221400
39
28221500
38
28221600
43
28221700
42
28221800
41
28221900
18
2822200
10
28222000
43
28222200
21
28222500
42
2822300
10
2822600
26
2822700
25
28227600
40
2822800
25
2822900
24
2823000
10
28230000
24
28230100
56
28230200
50
28230300
54
28230400
56
28230500
52
28230600
28
28230700
26
28230800
28
28230900
28
2823100
26
28231000
14
28231100
54
28231200
50
28231300
52
28231400
23
28231500
24
28231600
56
28231700
54
28231800
52
28231900
22
2823200
13
28232000
22
28232100
52
28232200
12
28232300
53
28232400
38
28232500
38
2823300
15
2823400
12
2823500
14
2823600
11
2823700
11
2823800
14
2823900
13
2824000
13
2824100
14
2824200
11
2824300
15
2824500
9
2824600
14
2824700
12
2824800
13
2824900
13
2825000
8
2825100
10
2825400
30
2825500
32
2825600
16
2825700
36
2825800
30
2825900
28
2826000
27
2826100
29
2826200
14
2826300
12
2826400
7
2826500
32
2826600
13
2826700
13
2826800
27
2826900
14
2827000
15
2827100
28
2827300
9
2827400
24
2827500
11
2827600
25
2827700
13
2827800
25
2827900
10
2828000
25
2828100
27
2828200
11
2828300
14
2828400
12
2828500
25
2828600
13
2828700
25
2829300
28
2829400
28
Field code (A or B)
4483
0
1
A
3443
2
B
1040
Which activities did the grower do on his field?
4483
0
1
Clearing
161
2
Ploughing
526
3
Digging
146
4
Ridging
155
5
Ripping
204
6
Land levelling
106
7
Greenhouse management operations
22
8
Applying fertilizers
523
9
Mulching
154
10
Sowing or planting
528
11
Scouting for pests and diseases
83
12
Applying pesticides
501
13
Irrigating
215
14
Pruning
3
15
Weeding
61
16
Harvesting
531
17
Post handling
169
18
Processing
105
19
Transport
280
20
Seed Treatment
10
Did he use power driven equipment to complete this activity?
4405
78
1
Yes
2837
2
No
1568
Sysmiss
78
Data collection wave
68
0
2015
2017
2016.765
0.55
To which field/plot does the information relate to?
68
0
A
34
B
34
Unique cluster ID
68
0
MoroccoWheat1
68
Country
68
0
Morocco
68
FARMTYPE
68
0
BF
56
RF
12
Unique respondent ID
68
0
28115100
2
28132500
2
28132600
2
28132700
2
28132800
2
28132900
2
28230000
2
28230100
2
28230200
2
28230300
2
28230400
2
28230500
2
28230600
4
28230700
4
28230800
4
28230900
4
28231100
2
28231200
2
28231300
2
28231400
2
28231500
2
28231600
2
28231700
2
28231800
2
28231900
2
28232000
2
28232100
2
28232300
2
2825700
4
Unique code of a product that was applied
68
0
1
66
2
2
The crop of focus
68
0
Wheat
68
What is the amount of seeds in <KG> that has been sown per <HECT> ?
64
4
160
220
188.594
12.034
Q233C. a. Timing of product application
3
2015-01-20
2015-12-20
2015-01-20
2
2015-12-20
1
Q233C. b.Type of product
4
64
1
Fungicide
2
2
Herbicide
2
Sysmiss
64
Q233C. c. Brand product name
4
0
confidential
4
Q233C. c2. Brand product formulation
64
0
confidential
64
CODED VARIABLE - stringcode
68
0
confidential
68
CODED VARIABLE - active ingredient1
68
0
2,4 D
2
Do not know
64
EPOXYCONAZOLE
2
CODED VARIABLE - amount of ai1
4
64
125
225
175
57.735
CODED VARIABLE - unit (% or Gr)
4
0
g/l
4
Q233C. d. PRODUCT 1: Dosage
4
64
1
100
4
Sysmiss
64
Q233C. e. PRODUCT 1: Unit of quantity
4
0
MILLILITER/HECT
4
Q233C. f. PRODUCT 1: Amount of H2O solved in LITERS per <HECT>
4
64
90
90
90
0
Q233C. g. PRODUCT 1: Pest/disease/ weed targeted
68
0
Ben hamou
2
Don't know / no answer
64
Rouille
2
CODED VARIABLE Syngenta product? (1 = YES; 0 = NO)
68
0
1
No
68
Year in which the data was collected
531
0
2014
2019
2016.288
1.714
Country
531
0
Morocco
531
Unique identifier per cluster
531
0
MoroccoMaize1
41
MoroccoPotato1
159
MoroccoTomato1
22
MoroccoWheat1
309
Unique identifier per grower
531
0
2811300
28232500
20504323.352
11673712.826
Field code (A or B)
531
0
A
377
B
154
Multiple corners of same field can be registered (only from 2018 onwards)
225
0
1
135
One gps location of each growingarea
90
gps_option
60
471
1
1
1
Only one reference captured
60
Description of the field (from 2018 onwards)
60
471
1
1
1
Square
60
Latititude degrees
60
0
confidential
60
Latititude minutes
60
0
confidential
60
Latititude seconds
60
0
confidential
60
Longitude degrees
60
0
confidential
60
Longitude minutes
60
0
confidential
60
Longitude seconds
61
0
confidential
61
Remark from the interviewer (2019 onwards)
60
0
ok, only one coordinate
60
Q151. Open field or in a greenhouse?
187
344
1
2
1
Active Greenhouse
22
2
Open field
165
Q1. F. Would it be okay for you for this company to contact you with information on The GGP?
419
0
No
9
Yes
410
administrative area 1
531
0
Béni Mellal-Khenifra
2
Béni Mellal-Khénifra
9
Casablanca-Settat
83
Drâa-Tafilalet
3
Fez-Meknès
35
Fès-Meknès
213
Marrakech-Safi
67
Marrakesh-Safi
71
Rabat-Salé-Kénitra
33
Souss Massa
15