DDI_TZA_2022-2023_AASS_v01_M_v01_A_ESS National Bureau of Statistics Office of the Chief Government Statistician of Zanzibar Food and Agriculture Organization Development Data Group 2024-11-13 Nesstar Publisher Identical to a metadata (TZA_2022-2023_AASS_v01_EN_M_V01_A_ESS) published on FAO microdata repository (https://microdata.fao.org/index.php/catalog). Some of the metadata fields have been edited. Annual Agricultural Sample Survey 2022-2023 AASS 2022-23 Utafiti wa Kilimo wa Mwaka 2022-2023 TZA_2022-2023_AASS_v01_M_v01_A_ESS National Bureau of Statistics Office of the Chief Government Statistician Food and Agriculture Organization of the United Nations Ministry of Agriculture Ministry of Livestock and Fisheries Ministry of Industry and Trade Ministry of Agriculture, Irrigation, Natural Resources and Livestock (c) 2024, National Bureau of Statistics Nesstar Publisher The Government of United Republic of Tanzania World Bank's IDA project International Fund for Agricultural Development Food and Agriculture Organization of the United Nations Agricultural Survey [ag/oth] Version 1.0: Edited, anonymized dataset for public distribution (Public Use File). Agriculture Production Food production Crops Tanzania National, Mainland Tanzania and Zanzibar, Regions Households for Smallholder Farmers and Farm for Large Scale Farms Sample survey data [ssd] National Bureau of Statistics Office of the Chief Government Statistician Computer Assisted Personal Interview [capi] Statistician General Director, Economic Statistics Manager, Agriculture Statistics Department Desk Officer, AASS 2022/23 The Chief Government Statistician Zanzibar Acting Director of Economic Statistics Head of Division, Production Statistics Division Desk Officer, AASS2022/23 Tanzania National Bureau of Statistics. Annual Agriculture Sample Survey 2022/23 (AASS 2023), Version 1.1 of the public use dataset (June 2024), available at the National Data Archive: (https://www.nbs.go.tz/tnada/index.php/home). 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. AASS2023.NSDstat 0 46 Nesstar 200801 aquaculture.NSDstat 0 13 Nesstar 200801 crop_use.NSDstat 0 23 Nesstar 200801 external_labor_activities.NSDstat 0 14 Nesstar 200801 field.NSDstat 0 7 Nesstar 200801 household.NSDstat 0 25 Nesstar 200801 inputs.NSDstat 0 23 Nesstar 200801 items_services.NSDstat 0 9 Nesstar 200801 masika_use.NSDstat 0 7 Nesstar 200801 masikacrop.NSDstat 0 33 Nesstar 200801 masikaplot.NSDstat 0 36 Nesstar 200801 otherproducts.NSDstat 0 15 Nesstar 200801 permanent_crop.NSDstat 0 20 Nesstar 200801 seeds.NSDstat 0 25 Nesstar 200801 vuli_use.NSDstat 0 7 Nesstar 200801 vulicrop.NSDstat 0 32 Nesstar 200801 vuliplot.NSDstat 0 36 Nesstar 200801 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Sex of holding head 0 0 0 Female 1 Male Age of holding head 0 0 1 <35 2 35-54 3 55-64 4 65+ Household participated in Tanzania Agricultural Inputs Support Project (TAISP) 0 0 0 No 1 Yes Household participated in Agriculture and Fisheries Development Program (AFDP) 0 0 0 No 1 Yes Household participated in Initiative for Preventing Aflatoxin Contamination 0 0 0 No 1 Yes Household received Caricides And Vaccines Subsidies 0 0 0 No 1 Yes Household participated in Irrigation Schemes 0 0 0 No 1 Yes Household participated in Productive Social Safety Net (PSSN) 0 0 0 No 1 Yes Household participated in none of the above 0 0 0 No 1 Yes Total amount earned from renting/sharecropping land during ag year (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Did the farm access to or avail formal/informal credit? 0 0 0 No 1 Yes Household member ID with access to credit 0 0 Household member ID with access to credit 0 0 Household member ID with access to credit 0 0 Did the farm access to or avail insurance? 0 0 0 No 1 Yes Did the farm take any loan for farming? 0 0 0 No 1 Yes Household member ID taking the loan 0 0 Household member ID taking the loan 0 0 Household member ID taking the loan 0 0 Total cash amount received? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Total in-kind amount received? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Total amount received? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + What was the loan yearly interest rate? 0 0 Who was the main loan provider? 0 0 1 Public banks or other gov. Institutions 2 Commercial banks 3 Insurance companies 4 Microfinance institutions 5 NGOs 6 Production cooperatives 7 Private money lender 8 Friends or family - living in the country 9 Friends or family - living abroad 99 Other Three main reason for loans? Pay for laborers 0 0 0 No 1 Yes Three main reason for loans? Purchase seeds, fertilisers, etc 0 0 0 No 1 Yes Three main reason for loans? Buy/repair farm equipment, etc 0 0 0 No 1 Yes Three main reason for loans? Draught power 0 0 0 No 1 Yes Three main reason for loans? Purchase animals 0 0 0 No 1 Yes 0 0 0 No 1 Yes Three main reason for loans? Aquaculture 0 0 0 No 1 Yes 0 0 0 No 1 Yes 0 0 0 No 1 Yes 0 0 0 No 1 Yes Three main reason for loans? Other 0 0 0 No 1 Yes Why hasn't the household/farm taken loans? 0 0 1 Did not request 2 Request was refused 3 Impossible to request, no access 4 Investment activity not accepted 5 Not enough income 6 Bad credit history 7 Inadequate collateral 8 Interest rate too high 99 Other Did the farm repaid any loan? 0 0 0 No 1 Yes Total cash amount repaid? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Total in-kind amount repaid? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Total amount reimbursed (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Is the farm recorded in an official register? 0 0 0 No 1 Yes Type of Register 0 0 1 Registration of Business name 2 Registration of Company limited by Shares Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Acquaculture product ID 0 0 1 Milkfish 2 Tilapia 8 Seaweed 999 Other Main source of fingerlings for this product collected from Oct-22 to Sep-23? 0 0 1 Own source 2 Neighbor 3 Government institution 4 Private trade 5 NGO/project 6 Natural pond 99 Other What was the total quantity of this product collected from Oct-22 to Sep-23? (kg)©§us17q02 0 0 Quantity of this product consumed by this farm (kg) 0 0 Did the farm sell any of this product collected from Oct-22 to Sep-23? 0 0 0 No 1 Yes Quantity of this product sold (kg) 0 0 Total revenue or unit price? 0 0 1 Total value 2 Unit Price Total amount earned from this product sold from Oct-22 to Sep-23? (TZS) 0 0 Average unit price of this product in the agric year 22/23? (TZS per kg) 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Crop 0 0 11 Maize 12 Paddy 13 Sorghum 14 Bulrush Millet 15 Finger Millet 18 Black Pepper 21 Cassava 22 Sweet potatoes 23 Irish potatoes 25 Cocoyams 26 Onion 27 Ginger 28 Garlic 31 Beans 32 Cowpeas 34 Pigeon pea 35 Chick peas 41 Sunflower 42 Sesame 43 Groundnut 46 Cashew nut 50 Cotton 51 Tobacco 54 Coffee 60 Sugar cane 61 Cardamom 64 Cinnamon 66 Clove 71 Banana 72 Avocado 73 Mango 75 Pineapple 76 Orange 78 Grapes 86 Cabbage 88 Spinach 89 Carrot 91 Amaranths 93 Cucumber 95 Watermelon 100 Okra 852 Lemon 871 Tomatoes 872 Bitter tomato 901 Sweet/bell pepper 998 Other 9910 Other cereals 9920 Other fruits 9930 Other leguminous crops 9940 Other oil seeds and nuts 9950 Other permanent/cash crops 9960 Other roots and tubers 9970 Other vegetables Did you store any of the crop harvested in the past 2022/23 agricultural year? 0 0 0 No 1 Yes Using production: for sale 0 0 0 No 1 Yes Using production: for self-consumption 0 0 0 No 1 Yes Using production: for giving out as gift to other households 0 0 0 No 1 Yes Using production: for paying for land, lab our or inputs 0 0 0 No 1 Yes Using production: for animal feed 0 0 0 No 1 Yes Using production: for seeds for next season 0 0 0 No 1 Yes Using production: for processing and sale 0 0 0 No 1 Yes Using production for: other 0 0 0 No 1 Yes What was the percentage or proportion of the harvest use in the 2022/23 season? 0 0 Total value of all unprocessed harvest sales or intended sales? (TZS) 0 0 Percentage of past harvest consumed (or intended to) by household members 0 0 Percentage of past harvest gifted (or intended to) 0 0 Percentage of past harvest used to pay for land, labor, inputs in storage 0 0 Percentage of past harvest was used (or intended to) for animal feed 0 0 Percentage of past harvest was used (or intended to) for seeds in next season 0 0 Percentage of past harvest was processed (or intended to) for sale 0 0 Percentage of past harvest was used (or intended to) for any other purposes 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Work category 0 0 1 Free workers 2 Exchange workers 3 Hired workers Activity type 0 0 1 Crop 2 Livestock 3 Aquaculture Did any external labor work on this activity in the 2022/23 ag year? 0 0 0 No 1 Yes How many external workers were involved in this activity? 0 0 How many months did external workers work on this activity? 0 0 How many days per month did external workers work on this activity? 0 0 How many hours per day did external workers work on this activity? 0 0 Did you pay external workers for this activity? 0 0 0 No 1 Yes Total in-cash payment? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Total in-kind payment? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 What type of tenure rights do the farm have on this field? 0 0 91 Customary or granted right of occupancy 92 Purchased 93 Rented or leased 94 Borrowed for free 98 Other Area of the field in acres 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Household member 0 0 Sex 0 0 0 Female 1 Male In this household, what is member's relationship to the head? 0 0 10 Head of household 11 Member of household Household member age 0 0 1 <35 2 35-54 3 55-64 4 65+ Did household member work on agricultural activities in the past ag year? 0 0 0 No 1 Yes Does household member take economic or routine decisions concerning farms? 0 0 0 No 1 Yes Has household member ever attended school? 0 0 0 No 1 Yes What is household member's highest completed educational level? 0 0 90 Preprimary education 91 Primary education 92 Secondary education 93 Vocational education 94 College education 95 University Has household member ever received any formal training in agriculture? 0 0 0 No 1 Yes Did household member worked on crop production? 0 0 0 No 1 Yes Did household member work on livestock? 0 0 0 No 1 Yes Did household member work on aquaculture? 0 0 0 No 1 Yes Number of months household member worked on crop activities 0 0 Days per month household member worked on crops 0 0 Hours per day household member worked on crops, on average 0 0 Number of months household member worked on livestock 0 0 Days per month household member worked on livestock 0 0 0 0 Number of months household member worked on aquaculture 0 0 Days per month household member worked on aquaculture 0 0 Hours per day on average household member worked on aquaculture 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Input 0 0 1 Solid manure / farm yard manure 2 Liquid manure / slurry 3 Green manure (crop residues) and compost 4 Compost 5 Stabilized sewage sludge 6 Biofertilizers 7 Other organic fertilizer 8 Urea 9 Diammonium phosphate (DAP) 10 Calcium ammonium nitrate (CAN) 11 Ammonium sulphate (SA) 12 Nitrogen, phosphorus, potassium (NPK) 13 Minjingu nafaka plus 14 NPS zinc 15 Other inorganic fertilizer 16 Insecticides 17 Herbicides (solid) 18 Herbicides (liquid) 19 Fungicides 20 Rodenticides 21 Other The quantity of input that household used during the past 22/23 ag year 0 0 Unit of measurement by the respondent 0 0 1 Gram 2 Kilogram 3 Milliliter 4 Liter 99 Other Sources of input used: Gift from neighbors, Friends, relatives 0 0 0 No 1 Yes Sources of input used: Donations from governmental institutions 0 0 0 No 1 Yes Sources of input used: Donations from non gov organizations 0 0 0 No 1 Yes Sources of input used: Purchase from local merchant/grocery 0 0 0 No 1 Yes Sources of input used: Purchase from government agency 0 0 0 No 1 Yes Sources of input used: Purchase from farmer association 0 0 0 No 1 Yes Sources of input used: Own source 0 0 0 No 1 Yes Sources of input used: Other 0 0 0 No 1 Yes Input purchase subsidy in the past 2022/23 ag year 0 0 1 All purchases were subsidized 2 Some purchases were subsidized 3 No purchase was subsidized 98 Don't know Total non-subsidized input for past 2022/23 ag year 0 0 Unit of total non-subsidized input for past 2022/23 ag year 0 0 1 Gram 2 Kilogram 3 Milliliter 4 Liter 99 Other Total subsidized inputs for past 2022/23 ag year 0 0 Total non-subsidized value of inputs for past 2022/23 ag year (TZS) 0 0 Total subsidized value of inputs for past 2022/23 ag year (TZS) 0 0 Average non-subsidized unit price of the input for past 2022/23 ag year 0 0 Average subsidized unit price of the input for past 2022/23 ag year 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Item or service 0 0 0 None of the above 1 Animal traction rental (rent-in) 2 Post-harvest labor 3 Transport related to agricultural activities 4 Rental of machinery, equipment and vehicles 5 Repair and maintenance of machinery, equipment, vehicles 6 Rentals or leasing of farm lands and buildings 7 Repairs and maintenance of farm buildings 8 Agricultural insurance 9 Agricultural extension services 10 Water for crop cultivation 11 Taxes and licensing fees for agricultural activities 12 Contractual services 13 Hired workers for simple and routine tasks on the farm 14 Fuel for vehicles, machinery for farming 15 Electricity for farming activity 99 Other Did the farm pay for this item or service? 0 0 0 No 1 Yes What was the total amount paid for this item or service? (TZS) 0 0 What period of time does this payment cover? 0 0 Unit mentioned by the respondent? 0 0 1 Year 2 Month 3 Day 4 Agriculture season Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Field use ID 0 0 1 Residential 2 Kitchen garden/farmyard 3 Crop production 4 Temporary grazing (livestock/poultry) 5 Permanent grazing (livestock/poultry) 6 Temporarily fallow 7 Farm buildings 8 Aquaculture 9 Forest/wooded land 10 Business/commercial 11 Unused 12 Rented/sharecropped out for ag 13 Rented out for non-agriculture 14 Gave out for free 99 Other Percentage of the field used for Masika/dry season farming 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Plot ID 0 0 Is this crop a temporary or permanent? 0 0 1 Temporary 2 Permanent Crop 0 0 11 Maize 12 Paddy 13 Sorghum 14 Bulrush Millet 15 Finger Millet 18 Black Pepper 21 Cassava 22 Sweet potatoes 23 Irish potatoes 25 Cocoyams 26 Onion 27 Ginger 28 Garlic 31 Beans 32 Cowpeas 34 Pigeon pea 35 Chick peas 41 Sunflower 42 Sesame 43 Groundnut 46 Cashew nut 50 Cotton 51 Tobacco 54 Coffee 60 Sugar cane 61 Cardamom 64 Cinnamon 66 Clove 71 Banana 72 Avocado 73 Mango 75 Pineapple 76 Orange 78 Grapes 86 Cabbage 88 Spinach 89 Carrot 91 Amaranths 93 Cucumber 95 Watermelon 100 Okra 852 Lemon 871 Tomatoes 872 Bitter tomato 901 Sweet/bell pepper 998 Other 9910 Other cereals 9920 Other fruits 9930 Other leguminous crops 9940 Other oil seeds and nuts 9950 Other permanent/cash crops 9960 Other roots and tubers 9970 Other vegetables Area planted (acres) 0 0 Was this crop under greenhouse/high shelter during 22/23 Masika/dry seasons? 0 0 0 No 1 Yes When was this crop planted on this plot during the current masika/dry season? 0 0 1 January_2023 2 February_2023 3 March_2023 4 April_2023 5 May_2023 6 June_2023 7 July_2023 8 August_2023 9 September_2023 12 December_2022 Crop seeds used in the 22/23 Masika/dry season?: Improved 0 0 0 No 1 Yes Crop seeds used in the 22/23 Masika/dry season?: Traditional 0 0 0 No 1 Yes Crop seeds used in the 22/23 Masika/dry season?: Improved, recycled 0 0 0 No 1 Yes Harvested any of this crop on this plot in past 2022/2023 Masika/dry? 0 0 0 No 1 Yes Why didn't you harvest this crop from this plot during 22/23 Masika/dry season? 0 0 1 Too little rain/drought 2 Rain/flood damage 3 Rain came too early ot too late 4 Wind/frost damage 5 Plant pest/disease 6 Fire damage 7 Crop theft 8 No available labor 9 Animal/birds damage 99 Other When did you harvest this crop during the past masika/dry season? 0 0 1 January_2023 2 February_2023 3 March_2023 4 April_2023 5 May_2023 6 June_2023 7 July_2023 8 August_2023 9 September_2023 10 October_2022 11 November_2022 12 December_2022 Area harvested (acres) 0 0 Why not harvesting all planted crop? Too little rain/drought 0 0 0 No 1 Yes Why not harvesting all planted crop? Rain/flood damage 0 0 0 No 1 Yes Why not harvesting all planted crop? Rain too early/too late 0 0 0 No 1 Yes Why not harvesting all planted crop? Wind/frost damage 0 0 0 No 1 Yes Why not harvesting all planted crop? Plant pest/disease 0 0 0 No 1 Yes Why not harvesting all planted crop? Fire damage 0 0 0 No 1 Yes Why not harvesting all planted crop? Crop theft 0 0 0 No 1 Yes Why not harvesting all planted crop? No available labor 0 0 0 No 1 Yes Why not harvesting all planted crop? Animal/birds damage 0 0 0 No 1 Yes Why not harvesting all planted crop? Other 0 0 0 No 1 Yes Is this crop on this plot cultivated in a compact or scattered planting? 0 0 1 Compact 2 Scattered How many this crop plants/trees are on this plot? 0 0 How many of them are in the production age? 0 0 Have you planted any of this crop during the ongoing masika season? 0 0 0 No 1 Yes Production (kg) 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Masika plot ID 0 0 During the past 2022/2023 masika & dry seasons, how was this plot used? 0 0 1 A kitchen garden/backyard 2 Cultivated with crops 3 Temporarily left fallow Plot area (acres) 0 0 Pure stand or mixed 0 0 1 Pure stand 2 Mixed/intercropped Any irrigation structures on this plot in the 22/23 masika/dry season? 0 0 0 No 1 Yes Percentage of this plot was irrigated in past 2022/23 masika/dry season? 0 0 Main irrigation method on this plot in past 2022/23 masika/dry season 0 0 1 Irrigation by using watering cans or buckets 2 Sprinkler irrigation 3 Drip irrigation 4 Flooding/SURFACE irrigation 99 Other Any organic fertilizers on this plot in past 2022/23 masika/dry season? 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Solid manure/farm yard manure 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Liquid manure/slurry 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Green manure (crop residues) 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Compost 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Stabilized sewage sludge 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Biofertilizers 0 0 0 No 1 Yes Organic fertilizers in past masika/dry?_Other 0 0 0 No 1 Yes Any inorganic fertilizers on this plot in past 2022/23 masika/dry season? 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Urea 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Diammonium phosphate (DAP) 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Calcium ammonium nitrate (CAN) 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Ammonium sulphate (SA) 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? NPK 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Minjingu nafaka plus 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Nps zinc 0 0 0 No 1 Yes Inorganic fertilizers in past masika/dry? Other 0 0 0 No 1 Yes Any pesticides on this plot in past 2022/23 vuli season? 0 0 0 No 1 Yes Pesticides in past masika/dry? Insecticides 0 0 0 No 1 Yes Pesticides in past masika/dry? Herbicides (solid) 0 0 0 No 1 Yes Pesticides in past masika/dry? Herbicides (liquid) 0 0 0 No 1 Yes Pesticides in past masika/dry? Fungicides 0 0 0 No 1 Yes Pesticides in past masika/dry? Rodenticides 0 0 0 No 1 Yes Pesticides in past masika/dry? Other 0 0 0 No 1 Yes Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Id in sec16_otherproducts 0 0 0 None of the above 1 Sting bee honey 2 Stingless bee honey 3 Animal skins 4 Animal hides 5 Animal dung 6 Draught animal power (e.g. oxen) 7 Animals rent out for breeding 99 Other How many local bee hives in this household/farm as of 1st October 2023? 0 0 How many improved bee hives in this household/farm as of 1st October 2023? 0 0 What is the quantity of product produced from October 2022 to September 2023? 0 0 What is the unit of measurement of livestock product type produced? 0 0 1 Number/pieces 2 Kg 3 Litre 4 Other Did this household/farm sell any livestock product type produced? 0 0 0 No 1 Yes What is the quantity of product sold from Oct 2022 to Sep 2023? 0 0 What do you prefer giving the total value of earnings or the unit price? 0 0 1 Total value 2 Unit Price Total earnings from selling/renting draught animals Oct 22 - Sep 23? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Total value of product sold from Oct-22 to Sept-23? (TZS) 0 0 1 [ 0 - 50 000 ) 2 [ 50 000 - 100 000 ) 3 [ 100 000 - 250 000 ) 4 [ 250 000 - 500 000 ) 5 [ 500 000 - 750 000 ) 6 [ 750 000 - 1 000 000 ) 7 1 000 000 + Average price of the product per unit sold? (TZS per unit) 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Crop 0 0 11 Maize 12 Paddy 13 Sorghum 14 Bulrush Millet 15 Finger Millet 18 Black Pepper 21 Cassava 22 Sweet potatoes 23 Irish potatoes 25 Cocoyams 26 Onion 27 Ginger 28 Garlic 31 Beans 32 Cowpeas 34 Pigeon pea 35 Chick peas 41 Sunflower 42 Sesame 43 Groundnut 46 Cashew nut 50 Cotton 51 Tobacco 54 Coffee 60 Sugar cane 61 Cardamom 64 Cinnamon 66 Clove 71 Banana 72 Avocado 73 Mango 75 Pineapple 76 Orange 78 Grapes 86 Cabbage 88 Spinach 89 Carrot 91 Amaranths 93 Cucumber 95 Watermelon 100 Okra 852 Lemon 871 Tomatoes 872 Bitter tomato 901 Sweet/bell pepper 998 Other 9910 Other cereals 9920 Other fruits 9930 Other leguminous crops 9940 Other oil seeds and nuts 9950 Other permanent/cash crops 9960 Other roots and tubers 9970 Other vegetables Did you harvest any of this crop on this field in the past 22/23 Ag year? 0 0 0 No 1 Yes Why didn't you harvest this crop from this field in the past 22/23 Ag year? 0 0 1 Too little rain/drought 2 Rain/flood damage 3 Rain came too early or too late 4 Wind/frost damage 5 Plant pest/disease 6 Fire damage 7 Crop theft 8 No available labor 9 Crops still in the farm 10 Animal/bird damage 99 Other When was this crop harvested from this field in the 22/23 Ag year?: Jan 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: Feb 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: March 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: April 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: May 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: June 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: July 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: August 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: Sept 2023 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: Oct 2022 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: Nov 2022 0 0 0 No 1 Yes When was this crop harvested from this field in the 22/23 Ag year?: Dec 2022 0 0 0 No 1 Yes Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Crop 0 0 11 Maize 12 Paddy 13 Sorghum 14 Bulrush Millet 15 Finger Millet 18 Black Pepper 21 Cassava 22 Sweet potatoes 23 Irish potatoes 25 Cocoyams 26 Onion 27 Ginger 28 Garlic 31 Beans 32 Cowpeas 34 Pigeon pea 35 Chick peas 41 Sunflower 42 Sesame 43 Groundnut 46 Cashew nut 50 Cotton 51 Tobacco 54 Coffee 60 Sugar cane 61 Cardamom 64 Cinnamon 66 Clove 71 Banana 72 Avocado 73 Mango 75 Pineapple 76 Orange 78 Grapes 86 Cabbage 88 Spinach 89 Carrot 91 Amaranths 93 Cucumber 95 Watermelon 100 Okra 852 Lemon 871 Tomatoes 872 Bitter tomato 901 Sweet/bell pepper 998 Other 9910 Other cereals 9920 Other fruits 9930 Other leguminous crops 9940 Other oil seeds and nuts 9950 Other permanent/cash crops 9960 Other roots and tubers 9970 Other vegetables 0 0 1 Temporary 2 Permanent Quantity of crop seed planted during the past vuli season? 0 0 Unit mentioned by the respondent? 0 0 1 Kilogram 2 Seedlings 3 Cuttings 4 Gram Quantity of crop seed planted during the past masika season? 0 0 Unit mentioned by the respondent? 0 0 1 Kilogram 2 Seedlings 3 Cuttings 4 Gram Sources of seeds?:From previous holding's harvest 0 0 0 No 1 Yes Sources of seeds?:Gift from neighbors, Friends, relatives 0 0 0 No 1 Yes Sources of seeds?:Donations from governmental institutions 0 0 0 No 1 Yes Sources of seeds?:Donations from non gov organizations 0 0 0 No 1 Yes Sources of seeds?:Purchase from local merchant/grocery 0 0 0 No 1 Yes Sources of seeds?:Purchase from government agency 0 0 0 No 1 Yes Sources of seeds?:Purchase from farmer association 0 0 0 No 1 Yes Sources of seeds?:Other 0 0 0 No 1 Yes Were seeds and seedlings purchased in 2022/23 all subsidized? 0 0 1 All purchases were subsidized 2 Some purchases were subsidized 3 No purchase was subsidized 98 Don't know Total non-subsidized seeds purchased? 0 0 Unit mentioned by the respondent? 0 0 1 Kilogram 2 Seedlings 3 Cuttings 4 Gram Total subsidized seeds purchased? 0 0 Unit mentioned by the respondent? 0 0 1 Kilogram 2 Seedlings 3 Cuttings 4 Gram Average non-subsidized unit price of the seeds? (TZS per unit selected) 0 0 Average subsidized unit price of the seeds? (TZS per unit selected) 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Field use ID 0 0 1 Residential 2 Kitchen garden/farmyard 3 Crop production 4 Temporary grazing (livestock/poultry) 5 Permanent grazing (livestock/poultry) 6 Temporarily fallow 7 Farm buildings 8 Aquaculture 9 Forest/wooded land 10 Business/commercial 11 Unused 12 Rented/sharecropped out for ag 13 Rented out for non-agriculture 14 Gave out for free 99 Other Percentage of the field used for vuli season farming 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Plot ID 0 0 Is this crop a temporary or permanent? 0 0 1 Temporary 2 Permanent Crop 0 0 11 Maize 12 Paddy 13 Sorghum 14 Bulrush Millet 15 Finger Millet 18 Black Pepper 21 Cassava 22 Sweet potatoes 23 Irish potatoes 25 Cocoyams 26 Onion 27 Ginger 28 Garlic 31 Beans 32 Cowpeas 34 Pigeon pea 35 Chick peas 41 Sunflower 42 Sesame 43 Groundnut 46 Cashew nut 50 Cotton 51 Tobacco 54 Coffee 60 Sugar cane 61 Cardamom 64 Cinnamon 66 Clove 71 Banana 72 Avocado 73 Mango 75 Pineapple 76 Orange 78 Grapes 86 Cabbage 88 Spinach 89 Carrot 91 Amaranths 93 Cucumber 95 Watermelon 100 Okra 852 Lemon 871 Tomatoes 872 Bitter tomato 901 Sweet/bell pepper 998 Other 9910 Other cereals 9920 Other fruits 9930 Other leguminous crops 9940 Other oil seeds and nuts 9950 Other permanent/cash crops 9960 Other roots and tubers 9970 Other vegetables Area planted (acres) 0 0 When was this crop planted on this plot during the past 2022/23 vuli? 0 0 1 January_2023 2 February_2023 10 October_2022 11 November_2022 12 December_2022 Which crop seeds used in the 22/23 Vuli season?: Improved 0 0 0 No 1 Yes Which crop seeds used in the 22/23 Vuli season?: Traditional 0 0 0 No 1 Yes Which crop seeds used in the 22/23 Vuli season?: Improved, recycled 0 0 0 No 1 Yes Harvested any crop from this plot in past 22/23 Vuli? 0 0 0 No 1 Yes Why didn't you harvest this crop from this plot during 22/23 Vuli season? 0 0 1 Too little rain/drought 2 Rain/flood damage 3 Rain came too early ot too late 4 Wind/frost damage 5 Plant pest/disease 6 Fire damage 7 Crop theft 8 No available labor 9 Animal/birds damage 99 Other When was this crop harvested from this plot during the 2022/23 vuli season? 0 0 1 January_2023 2 February_2023 3 March_2023 4 April_2023 5 May_2023 6 June_2023 7 July_2023 8 August_2023 9 September_2023 10 October_2022 11 November_2022 12 December_2022 Area harvested (acres) 0 0 Why wasn't the entire crop harvested? Too little rain/drought 0 0 0 No 1 Yes Why wasn't the entire crop harvested? Rain/flood damage 0 0 0 No 1 Yes 0 0 0 No 1 Yes Why wasn't the entire crop harvested? Wind/frost damage 0 0 0 No 1 Yes 0 0 0 No 1 Yes 0 0 0 No 1 Yes 0 0 0 No 1 Yes 0 0 0 No 1 Yes Why wasn't the entire crop harvested? Animal/birds damage 0 0 0 No 1 Yes Why wasn't the entire crop harvested? Other 0 0 0 No 1 Yes Was the crop on this plot cultivated compactly or with scattered planting? 0 0 1 Compact 2 Scattered How many plants/trees are on this plot? 0 0 How many productive plants/trees are on this plot? 0 0 Have you planted any of this crop during the past 2022/23 vuli season? 0 0 0 No 1 Yes Production (kg) 0 0 Holding ID 0 0 Weight 0 0 Household or Farm 0 0 1 Large farm 2 Household Region 0 0 1 Dodoma 2 Arusha 3 Kilimanjaro 4 Tanga 5 Morogoro 6 Pwani 7 Dar es Salaam 8 Lindi 9 Mtwara 10 Ruvuma 11 Iringa 12 Mbeya 13 Singida 14 Tabora 15 Rukwa 16 Kigoma 17 Shinyanga 18 Kagera 19 Mwanza 20 Mara 21 Manyara 22 Njombe 23 Katavi 24 Simiyu 25 Geita 26 Songwe 27 Mainland 51 Kaskazini Unguja 52 Kusini Unguja 53 Mjini Magharibi 54 Kaskazini Pemba 55 Kusini Pemba 56 Zanzibar Field ID 0 0 Vuli plot ID 0 0 During the past vuli season, how was this plot used? 0 0 1 A kitchen garden/backyard 2 Cultivated with crops 3 Temporarily left fallow Vuli plot area (acres) 0 0 Pure Stand or Mixed 0 0 1 Pure stand 2 Mixed/intercropped Any irrigation structures on this plot in past 2022/23 vuli season? 0 0 0 No 1 Yes 0 0 Main irrigation method on this plot in past 2022/23 vuli season? 0 0 1 Irrigation by using watering cans or buckets 2 Sprinkler irrigation 3 Drip irrigation 4 Flooding/SURFACE irrigation 99 Other Any organic fertilizers on this plot in past 2022/23 vuli season? 0 0 0 No 1 Yes Organic fertilizers in past vuli? Solid manure/farm yard manure 0 0 0 No 1 Yes Organic fertilizers in past vuli? Liquid manure/slurry 0 0 0 No 1 Yes Organic fertilizers in past vuli? Green manure (crop residues) 0 0 0 No 1 Yes Organic fertilizers in past vuli? Compost 0 0 0 No 1 Yes Organic fertilizers in past vuli? Stabilized sewage sludge 0 0 0 No 1 Yes Organic fertilizers in past vuli? Biofertilizers 0 0 0 No 1 Yes Organic fertilizers in past vuli? Other 0 0 0 No 1 Yes Any inorganic fertilizers on this plot in past 2022/23 vuli season? 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? Urea 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? DAP 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? CAN 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? SA 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? NPKs 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? Minjingu Nafaka Plus 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? NPS Zinc 0 0 0 No 1 Yes Inorganic fertilizers in past vuli? Other 0 0 0 No 1 Yes Any pesticides on this this plot in past 2022/23 vuli season? 0 0 0 No 1 Yes Pesticides in past vuli? Insecticides 0 0 0 No 1 Yes Pesticides in past vuli? Herbicides (solid) 0 0 0 No 1 Yes Pesticides in past vuli? Herbicides (liquid) 0 0 0 No 1 Yes Pesticides in past vuli? Fungicides 0 0 0 No 1 Yes Pesticides in past vuli? Rodenticides 0 0 0 No 1 Yes Pesticides in past vuli? Other 0 0 0 No 1 Yes