Climate
Collection
This contains datasets and models for climate surveillance and monitoring in East Africa and beyond • 3 items • Updated
crop stringlengths 9 63 | country stringclasses 4
values | region stringlengths 4 55 | season stringclasses 15
values | growth_stage stringclasses 9
values | advisory stringlengths 933 1.89k | pests_diseases listlengths 2 5 | recommended_inputs listlengths 0 7 | weather_note stringlengths 85 223 | local_language_tip stringlengths 15 137 | instruction stringlengths 1.11k 2.14k | source stringclasses 13
values | id stringlengths 21 21 | generated_at stringdate 2026-06-18 07:15:49 2026-06-18 07:15:49 | dataset stringclasses 1
value | split stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Maize (Kasooli) | Uganda | Wakiso district | first_rains | land_prep | For optimal maize production in Wakiso during the first rains (March-May), timely and thorough land preparation is crucial. Begin by clearing all crop residues and perennial weeds, either by slashing and burning (if permitted and controlled) or incorporating them into the soil to improve organic matter. If using manual... | [
"Fall Armyworm (FAW)",
"Maize Streak Virus (MSV)",
"Soil-borne diseases"
] | [
"Certified maize seeds (Longe 5, Longe 10H, UH5051)",
"DAP fertilizer (100-150 kg/ha)",
"Metolachlor (e.g., Dual Gold) herbicide"
] | Expect onset of first rains in March, with a potential dry spell in early April; plant early to maximize moisture and facilitate recovery from any disruptions. | Kusimba Kasooli ku kisanja eky'olubereberye: Planting maize in the first season. | ### Instruction:
I'm in Wakiso and planning to plant maize during the first rains. When and how should I prepare my land, and which maize varieties are best for this season?
### Response:
For optimal maize production in Wakiso during the first rains (March-May), timely and thorough land preparation is crucial. Begin b... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0001 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Ebijanjalo) | Uganda | Mbale district | second_rains | planting | For a successful bean harvest in Mbale during the second rains, which typically begin in September, precise planting and spacing are key. Start with a well-prepared, fine seedbed, ensuring it's free of clods and large debris. Choose certified bean seeds from NARO-approved varieties known for high yield and resistance t... | [
"Bean Stem Maggot",
"Aphids",
"Anthracnose",
"Bean Common Mosaic Virus (BCMV)"
] | [
"Certified bean seeds (NABE 15, NABE 17, NARO-Bean 1)",
"DAP fertilizer (50-75 kg/ha)",
"Organic manure/compost"
] | Second rains typically begin in September and are reliable, but monitor for heavy downpours that can cause waterlogging or soil erosion. | Okusimba Ebijanjalo mu Kasanja aka kabiri: Planting beans in the second season. | ### Instruction:
I'm preparing for the second rains in Mbale. How should I properly plant my beans, and what varieties work best?
### Response:
For a successful bean harvest in Mbale during the second rains, which typically begin in September, precise planting and spacing are key. Start with a well-prepared, fine seed... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0002 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muwogo) | Uganda | Gulu district | early_rains | planting | To establish a healthy cassava crop in Gulu during the early rains (March-April), careful selection and planting of stakes, combined with aggressive weed management, are vital. Select healthy, mature stems (6-12 months old) from disease-free mother plants of NARO-approved varieties like NARO-Cass 1, NARO-Cass 3, or NAR... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Cassava Green Mite"
] | [
"Healthy cassava stakes (NARO-Cass 1, NARO-Cass 3, NAROCASS 4)",
"S-Metolachlor (e.g., Dual Gold) herbicide",
"Organic manure/compost"
] | Early rains in Gulu are crucial for cassava establishment; ensure adequate soil moisture during planting and initial growth for successful sprouting. | Tim pa Muwogo: Cassava stakes/stems (in Acholi/Luo). | ### Instruction:
I'm planting cassava in Gulu with the early rains. How do I plant the stakes correctly, and what's the best way to control weeds?
### Response:
To establish a healthy cassava crop in Gulu during the early rains (March-April), careful selection and planting of stakes, combined with aggressive weed mana... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0003 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Coffee (Robusta) (Mukafe) | Uganda | Masaka district | vegetative | fruiting | For robusta coffee farmers in Masaka, proactive and integrated pest management (IPM) is essential to protect your harvest, especially against borers. The Coffee Berry Borer (CBB), *Hypothenemus hampei*, and Coffee Twig Borer (CTB), *Xylosandrus compactus*, are major threats. CBB damages coffee cherries, while CTB attac... | [
"Coffee Berry Borer (CBB)",
"Coffee Twig Borer (CTB)",
"Coffee Wilt Disease (CWD)",
"Red Blister Disease"
] | [
"CBB 'broca' traps",
"Pruning tools",
"Insecticides (e.g., Thiamethoxam/Chlorantraniliprole, as advised)"
] | Monitor for increased pest activity during dry spells following heavy rains, as stressed plants are more susceptible to borer attacks. | Enkumba y'emmwanyi: Coffee berry borer (in Luganda). | ### Instruction:
My Robusta coffee in Masaka is being attacked by borers. How can I control these pests, especially the berry and twig borers?
### Response:
For robusta coffee farmers in Masaka, proactive and integrated pest management (IPM) is essential to protect your harvest, especially against borers. The Coffee B... | UCDA (Uganda Coffee Development Authority) / Expert knowledge | ea-crop-advisory-0004 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Banana (Matooke) | Uganda | Mbarara District, Western Uganda | first_rains | planting | For successful banana establishment in Mbarara's fertile Buganda clay loams, selecting the right suckers and proper planting are critical. Choose 'sword' suckers which have narrow leaves and a strong connection to the mother plant, indicating vigor and good rooting potential. Avoid 'water' suckers with broad leaves as ... | [
"Banana Bacterial Wilt (BBW)",
"Banana Weevil",
"Nematodes",
"Fusarium Wilt"
] | [
"Healthy sword suckers (e.g., NARO M9, FHIA 17, Mpologoma)",
"Farmyard manure/compost",
"DAP fertilizer",
"Nematicide (e.g., Furadan, if needed)",
"Pruning knife/panga"
] | Planting at the onset of the first rains (March-May) ensures sufficient moisture for quick establishment and root development; watch for any dry spells immediately after planting. | When selecting suckers, look for 'enkanda enungi' (good suckers) that are strong and healthy. | ### Instruction:
I want to start a new banana plantation in Mbarara. How do I choose the best suckers and plant them correctly to ensure a good harvest?
### Response:
For successful banana establishment in Mbarara's fertile Buganda clay loams, selecting the right suckers and proper planting are critical. Choose 'sword... | null | ea-crop-advisory-0005 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Robusta Coffee (Munyonyi) | Uganda | Central Uganda (e.g., Mukono, Luweero) | dry_season | post_harvest | After the main harvest in Central Uganda's relatively drier periods (e.g., June-August), it's crucial to prune your Robusta coffee trees (Munyonyi) and apply post-harvest fertilization to prepare for the next season. Start by removing all dead, diseased, or unproductive branches and suckers using sharp, clean pruning s... | [
"Coffee Berry Borer (CBB)",
"Coffee Leaf Rust",
"Black Twig Borer",
"Dieback"
] | [
"NPK 25:5:5 or 17:17:17 fertilizer",
"Urea fertilizer",
"Pruning shears/panga",
"Coffee husks/dry grass for mulch"
] | Pruning is best done during a dry spell, allowing pruning wounds to heal quickly and minimize the risk of fungal infections. | After harvest, remember 'okusala emiti' (pruning the trees) and 'okugigabira' (feeding them fertilizer). | ### Instruction:
My robusta coffee in Mukono has just finished its main harvest. What should I do next to ensure a good yield for the next season?
### Response:
After the main harvest in Central Uganda's relatively drier periods (e.g., June-August), it's crucial to prune your Robusta coffee trees (Munyonyi) and apply ... | null | ea-crop-advisory-0006 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Sorghum (Mtama) | Uganda | Karamoja Sub-region | first_rains | planting | In Karamoja's challenging semi-arid environment with sandy soils and erratic first rains (March-May), successful sorghum (Mtama) cultivation hinges on drought-tolerant varieties and efficient moisture management. Prioritize early land preparation to capture and conserve any early moisture. Plant as soon as the rains ar... | [
"Striga (Witchweed)",
"Sorghum Shoot Fly",
"Stem Borer",
"Smuts"
] | [
"Drought-tolerant sorghum seeds (e.g., Sila, Epuripur, SESO 1, Serere 17)",
"DAP fertilizer (optional, if affordable)",
"Hand hoes for weeding"
] | The first rains in Karamoja are often erratic with significant dry spells; aim for early planting to make the most of initial moisture and choose varieties with short maturity periods. | When planting, use 'Ngorok' (sorghum in Karamojong) seeds that can withstand dry periods. | ### Instruction:
I live in Karamoja and the rains are very unreliable. What kind of sorghum should I plant and what's the best way to plant it to get a good harvest despite the dry spells?
### Response:
In Karamoja's challenging semi-arid environment with sandy soils and erratic first rains (March-May), successful sor... | null | ea-crop-advisory-0007 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muhoogo) | Uganda | Serere District, Eastern Uganda | first_rains | planting | For healthy cassava (Muhoogo) establishment and good yields in Eastern Uganda's Serere district, proper stem selection and planting during the first rains (March-May) are vital to combat prevalent diseases like Cassava Brown Streak Disease (CBSD) and Cassava Mosaic Disease (CMD). Always source disease-free cuttings, pr... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Cassava Mealybug",
"African Root and Tuber Scale"
] | [
"Disease-free cassava cuttings (e.g., NASE 14, NASE 19, NAROCASS 1)",
"Machete/sharp knife for cutting stems",
"Hand hoes for weeding"
] | Good, consistent rainfall immediately after planting is essential for successful sprouting and early root development; avoid planting just before an anticipated dry spell. | When planting 'Omuhoogo' (cassava), make sure your cuttings are 'ebisanda ebirungi' (good cuttings), free from disease. | ### Instruction:
I want to plant cassava in Serere, but I'm worried about diseases affecting my yield. How should I select my planting materials and plant them to get a healthy crop?
### Response:
For healthy cassava (Muhoogo) establishment and good yields in Eastern Uganda's Serere district, proper stem selection and... | null | ea-crop-advisory-0008 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Sweet Potato (Ebiragala/Lumonde) | Uganda | Soroti, Eastern Uganda | first_rains | harvest | For sweet potato (Ebiragala/Lumonde) in Soroti, Eastern Uganda, harvesting at the right time is crucial for quality and storage. Most NARO-approved varieties like NASPOT 8, NASPOT 12, or Ejumula mature between 4-6 months, depending on the variety and season. Look for signs of maturity: slight yellowing of older leaves,... | [
"Sweet potato weevil",
"African Sweet Potato Virus Disease (SPVD)"
] | [
"No specific inputs for harvest, focus on clean storage structures"
] | Ensure a dry spell for effective curing after harvest; avoid harvesting during heavy rains to prevent tuber rot. | Ateso: 'Ebiragala' refers to sweet potatoes. Luganda: 'Lumonde' is also widely understood. | ### Instruction:
I'm in Soroti and my sweet potatoes look ready. How do I know the best time to harvest them, and what's the best way to store them so they last long?
### Response:
For sweet potato (Ebiragala/Lumonde) in Soroti, Eastern Uganda, harvesting at the right time is crucial for quality and storage. Most NARO... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0009 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Finger Millet (Bulo) | Uganda | Lira, Northern Uganda | first_rains | land_prep | For successful finger millet (Bulo) planting in Lira, Northern Uganda, proper land preparation is key, especially during the first rains (March-May). Finger millet seeds are very small, so a fine, firm seedbed is essential for good germination and establishment. Start with primary tillage – ploughing or digging to a de... | [
"Striga hermonthica (witchweed)",
"Finger millet blast",
"Bird damage (later stage)"
] | [
"Certified Finger Millet seeds (e.g., P224, Serere 1)",
"DAP fertilizer (if soil test indicates deficiency)",
"Glyphosate (for false seedbed if applicable)"
] | Ensure adequate soil moisture for planting and germination, and watch for heavy rains immediately after broadcasting which can wash away seeds. | Luo: 'Bulo' is the local name for finger millet. | ### Instruction:
I'm in Lira and planning to plant finger millet (bulo) during the first rains. What's the best way to prepare my land and broadcast the seeds for a good harvest?
### Response:
For successful finger millet (Bulo) planting in Lira, Northern Uganda, proper land preparation is key, especially during the f... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0010 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Groundnut (Ebinyebwa) | Uganda | Arua, West Nile Uganda | first_rains | planting | In Arua, West Nile Uganda, getting good yields from your groundnuts (Ebinyebwa) during the first rains (March-May) starts with proper planting. Inoculation is highly recommended for groundnuts. These legumes form a symbiotic relationship with Rhizobium bacteria, which fix atmospheric nitrogen into a form usable by the ... | [
"Groundnut Rosette Virus (GRV)",
"Early Leaf Spot",
"Aphids"
] | [
"Certified Groundnut seeds (e.g., Serenut 4, Red Beauty)",
"Rhizobium inoculant (e.g., Legumefix)",
"DAP fertilizer (if soil test indicates deficiency)"
] | Adequate soil moisture is crucial for successful inoculation and germination; avoid waterlogging, which can harm young plants. | Luganda: 'Ebinyebwa' is the common name for groundnuts. | ### Instruction:
I want to improve my groundnut yields in Arua this season. Can you advise me on how to properly inoculate my seeds and what's the best spacing for planting?
### Response:
In Arua, West Nile Uganda, getting good yields from your groundnuts (Ebinyebwa) during the first rains (March-May) starts with prop... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0011 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muwogo) | Uganda | Masaka, Central Uganda | first_rains | planting | For successful establishment and high yields of cassava (Muwogo) in Masaka, Central Uganda, especially when planting during the first rains (March-May), proper selection and planting of stem cuttings are paramount. Always source disease-free stem cuttings from certified mother gardens or from healthy, vigorous plants i... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Whiteflies"
] | [
"Disease-free certified stem cuttings (e.g., NASE 14, NAROCASS 1)",
"DAP fertilizer (if soil test indicates deficiency)",
"Dual Gold (pre-emergent herbicide)"
] | Ensure consistent rainfall after planting for good establishment and root development; dry spells can hinder early growth. | Luganda: 'Muwogo' is the local name for cassava. | ### Instruction:
I'm planting cassava in Masaka this first rain season. What are the key steps to ensure my cuttings establish well and how do I manage weeds in the early stages?
### Response:
For successful establishment and high yields of cassava (Muwogo) in Masaka, Central Uganda, especially when planting during th... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0012 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Tea (Chai) | Kenya | Kericho County | first_rains | planting | Successful tea establishment begins with healthy seedlings and proper transplanting. Select seedlings from a certified nursery, ideally 12-18 months old, with 5-7 healthy leaves. Prepare your planting holes well in advance, about 60cm deep and 30cm wide, mixed with well-rotted farmyard manure and a handful of DAP ferti... | [
"Red Spider Mites",
"Root Mealybugs",
"Armillaria Root Rot"
] | [
"Certified tea seedlings (TRFK 31/8, EPK 1)",
"DAP fertilizer",
"Well-rotted farmyard manure",
"Shade nets/materials (e.g., Calliandra seedlings)",
"Irrigation water"
] | Expect consistent rainfall during the March-May long rains, which is ideal for transplanting; however, monitor for early dry spells and be ready to irrigate young plants. | Kupanda Chai Vizuri: Plant tea well to ensure strong growth. | ### Instruction:
I am planning to expand my tea farm in Kericho and have healthy seedlings in my nursery. What is the best way to transplant them and ensure they establish well, especially regarding shade?
### Response:
Successful tea establishment begins with healthy seedlings and proper transplanting. Select seedlin... | KALRO Kenya / Expert knowledge | ea-crop-advisory-0013 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Pyrethrum (Pyrethrum) | Kenya | Nakuru County | first_rains | vegetative | To achieve high yields and quality pyrethrins, diligent management of your pyrethrum crop in Nakuru is essential. Weeding is paramount; pyrethrum is a poor competitor against weeds, so keep the fields clean, especially in the first 3-4 months after planting. Hand weeding is preferred to avoid disturbing the shallow roo... | [
"Thrips",
"Root-knot Nematodes",
"Bud Disease",
"Whiteflies"
] | [
"NPK 23:23:0 fertilizer",
"CAN fertilizer",
"Well-rotted farmyard manure",
"Insecticides (e.g., Lambda-cyhalothrin for thrips)"
] | Good rainfall during the growing season will boost flower production, but excessive moisture can increase fungal diseases; ensure good drainage and aeration. | Chagua Maua Kwa Makini: Harvest flowers carefully to ensure quality. | ### Instruction:
My pyrethrum plants in Nakuru are now well-established and flowering. What are the key management practices I need to focus on to get good yields, and how do I harvest the flowers correctly?
### Response:
To achieve high yields and quality pyrethrins, diligent management of your pyrethrum crop in Naku... | KALRO Kenya / Expert knowledge | ea-crop-advisory-0014 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Arabica Coffee (Kahawa Arabika) | Uganda | Mbale District | first_rains | flowering | Coffee Berry Disease (CBD) is a major threat to Arabica coffee on Mount Elgon. An integrated approach is key to effective management. Start with cultural practices: Prune your coffee trees regularly to improve air circulation within the canopy, which reduces humidity and makes conditions less favorable for fungal growt... | [
"Coffee Berry Disease (CBD)",
"Coffee Leaf Rust",
"Coffee Berry Borer"
] | [
"Copper fungicides (e.g., Nordox 75 WG)",
"Systemic fungicides (e.g., Score, Amistar)",
"NPK fertilizer (e.g., 25:5:5 coffee blend)",
"Pruning saws/shears"
] | High humidity and prolonged wet periods during the first rains (March-May) greatly increase CBD infection; regular scouting and timely fungicide application are crucial. | Okulwanyisa Akawawa Akakola Obulwadde: Fight the disease that affects coffee. | ### Instruction:
I farm Arabica coffee on Mount Elgon, and every season, Coffee Berry Disease (CBD) devastates my yields, especially during the rains. What is the most effective way to manage this disease?
### Response:
Coffee Berry Disease (CBD) is a major threat to Arabica coffee on Mount Elgon. An integrated approa... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0015 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muwogo) | Uganda | Soroti District | first_rains | planting | To combat Cassava Mosaic Disease (CMD) and Cassava Brown Streak Disease (CBSD), which severely limit cassava yields in Soroti, focus on prevention and resistant varieties. The most critical step is to use certified disease-free planting materials. Obtain cuttings from improved, resistant varieties recommended by NARO, ... | [
"Cassava Mosaic Disease (CMD)",
"Cassava Brown Streak Disease (CBSD)",
"Whiteflies",
"Cassava Mealybug"
] | [
"Certified disease-free cassava cuttings (NASE 14, NASE 19, NAROCASS 1, NAROCASS 2)",
"Hand hoes for weeding",
"DAP/UREA (optional, for soil improvement)"
] | Plant at the reliable onset of the first rains (March-May) to ensure good establishment and reduce plant stress, making plants less susceptible to disease vectors. | Emuogo Elam: Healthy cassava (Ateso for Soroti region). | ### Instruction:
My cassava yields in Soroti are always low due to diseases, especially the one that makes the leaves crinkled and yellow. What can I do to ensure my next crop is healthy and productive?
### Response:
To combat Cassava Mosaic Disease (CMD) and Cassava Brown Streak Disease (CBSD), which severely limit c... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0016 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Rice (Mupunga) | Uganda | Butaleja (Doho Irrigation Scheme) | first_rains | planting | For optimal rice production in irrigated schemes like Doho, proper transplanting and early water management are crucial. Prepare your nursery beds with NARO Rice 1, NARO Rice 2, or WDR varieties about 21-25 days before transplanting. Ensure seedlings are healthy, 3-4 leaves old, and about 15-20 cm tall. Before transpla... | [
"Rice blast",
"Rice Yellow Mottle Virus",
"Stem borers",
"Weeds (e.g., Echinochloa spp.)"
] | [
"NARO Rice 1/2/WDR seeds",
"DAP fertilizer",
"Urea fertilizer",
"Herbicides (e.g., Butachlor, Pretilachlor)"
] | While irrigated, farmers should still monitor rainfall for supplementary water availability or drainage needs, especially during periods of high evaporation. | Kupanda Mpunga (Swahili: Planting Rice) | ### Instruction:
I'm preparing to transplant rice in the Doho scheme. What's the best way to manage water and what's the recommended planting method to ensure a good start?
### Response:
For optimal rice production in irrigated schemes like Doho, proper transplanting and early water management are crucial. Prepare you... | null | ea-crop-advisory-0017 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Tomato (Enyanya) | Uganda | Wakiso (Peri-urban Kampala) | second_rains | vegetative | In peri-urban areas like Wakiso, staking tomatoes is essential for maximizing yield and preventing common diseases like blight, which thrives in humid conditions. Once tomato plants (e.g., Kilele, Onyx, Money Maker varieties) are about 30-45 cm tall, typically 3-4 weeks after transplanting, they should be staked. Use s... | [
"Early blight",
"Late blight",
"Tuta absoluta (Tomato leaf miner)",
"Whiteflies (vector for TYLCV)"
] | [
"Fungicides (e.g., Dithane M-45, Ridomil Gold)",
"Insecticides (e.g., Lambda-cyhalothrin)",
"CAN fertilizer",
"Urea fertilizer",
"Staking materials (wooden stakes, twine)"
] | Watch for prolonged wet periods and high humidity, which favor blight development; ensure good air circulation around your plants. | Okusiba Enyanya (Luganda: Staking Tomatoes) | ### Instruction:
My tomato plants in Wakiso are growing fast. How and when should I stake them, and what can I do to prevent blight, which always seems to be a problem?
### Response:
In peri-urban areas like Wakiso, staking tomatoes is essential for maximizing yield and preventing common diseases like blight, which th... | null | ea-crop-advisory-0018 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Onion (Katungulu) | Uganda | Kasese | dry_season | post_harvest | After harvesting onions (such as Red Creole, Bombay Red, or Texas Grano) in Kasese, proper curing and storage are critical to minimize post-harvest losses and extend shelf life. Curing allows the outer skins to dry and toughen, sealing off the bulb and preventing entry of disease-causing organisms. For field curing, un... | [
"Bacterial soft rot",
"Fusarium basal rot",
"Black mould",
"Thrips (can cause pre-harvest damage that affects storage)"
] | [] | Ensure harvested onions are protected from unexpected rains during curing to prevent secondary infections and spoilage; a dry period is essential. | Okukaza Katungulu (Luganda: Curing Onions) | ### Instruction:
I've just harvested my onions in Kasese. What's the best way to cure and store them so they last long and don't rot quickly?
### Response:
After harvesting onions (such as Red Creole, Bombay Red, or Texas Grano) in Kasese, proper curing and storage are critical to minimize post-harvest losses and exte... | null | ea-crop-advisory-0019 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Soroti (Eastern Uganda) | first_rains | planting | In Soroti, with the variable onset of first rains, it's crucial to plant maize (e.g., NARO Longe 5, Longe 10H, Bazooka) immediately with the first reliable rains. Delaying planting even by two weeks can significantly reduce yields. Prepare your land thoroughly, ensuring a fine tilth. Plant two seeds per hole at a spaci... | [
"Fall Armyworm (FAW)",
"Maize Streak Virus (MSV)",
"Stalk borers",
"Termites"
] | [
"NARO Longe 5/10H/Bazooka seeds",
"DAP fertilizer",
"Urea fertilizer (for topdressing later)",
"Insecticides (e.g., Emamectin benzoate, Lambda-cyhalothrin)",
"Herbicides (e.g., Glyphosate, Nicosulfuron)"
] | Despite early rains, watch for mid-season dry spells as experienced in April, and ensure crops are resilient through proper soil moisture conservation practices like mulching. | Ekiwuka Ekitawulula (Luganda: Fall Armyworm) | ### Instruction:
I'm in Soroti, and the first rains have been a bit unreliable, but I want to plant my maize now. What's the best approach for planting and protecting it from pests right from the start?
### Response:
In Soroti, with the variable onset of first rains, it's crucial to plant maize (e.g., NARO Longe 5, Lo... | null | ea-crop-advisory-0020 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Sunflower (Maaizi ga'njuba) | Uganda | Tororo | first_rains | vegetative | For optimal sunflower yields in Tororo's clay loam soils, proper spacing is crucial. Plant your seeds at a spacing of 75cm between rows and 30cm between plants within the row. This allows for good air circulation, reduces competition for nutrients and sunlight, and facilitates weeding and pest management. As your sunfl... | [
"Fall Armyworm",
"Sunflower Head Moth",
"Rust"
] | [
"Hysun 33 or Pannar 7031 sunflower seeds",
"DAP fertilizer",
"UREA fertilizer",
"Lambda-cyhalothrin (e.g., Karate)",
"Emamectin Benzoate"
] | Tororo typically receives good first rains, but watch for dry spells that can stress plants and make them more susceptible to pests. | Kuwona obulwadde (Luganda for 'scouting for diseases/pests') | ### Instruction:
I'm planting sunflowers in Tororo this first season. What's the best spacing, and how do I deal with Fall Armyworm if it attacks?
### Response:
For optimal sunflower yields in Tororo's clay loam soils, proper spacing is crucial. Plant your seeds at a spacing of 75cm between rows and 30cm between plant... | null | ea-crop-advisory-0021 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cotton (Pamba) | Uganda | Lango Sub-region | second_rains | flowering | As your cotton enters the flowering and boll development stage in the Lango sub-region during the second rains, the African bollworm (Helicoverpa armigera) becomes a major threat. Regular and systematic scouting is essential to prevent significant yield losses. Begin scouting as soon as flowers appear, and continue twi... | [
"African Bollworm",
"Cotton Stainers",
"Jassids",
"Bacterial Blight"
] | [
"BPA 2002 or C567 cotton seeds",
"NPK fertilizer",
"Cypermethrin (e.g., Fastac)"
] | The second rains in Lango are crucial for boll development; monitor rainfall for water stress and increased pest activity after dry spells. | Kiwata (Luo for 'scouting/looking for') | ### Instruction:
My cotton in Lango is starting to flower during the second rains. How do I scout for bollworm, and when should I spray?
### Response:
As your cotton enters the flowering and boll development stage in the Lango sub-region during the second rains, the African bollworm (Helicoverpa armigera) becomes a ma... | null | ea-crop-advisory-0022 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Tanzania | Arusha | first_rains | vegetative | Farmers in Arusha growing maize during the first rains must be highly vigilant for Fall Armyworm (FAW), especially during the vegetative stages (V3-V8). FAW can cause significant damage if not managed early. Begin scouting your fields as early as 7-10 days after emergence, continuing at least twice a week. Walk your fi... | [
"Fall Armyworm",
"Maize Streak Virus",
"Stalk Borer",
"Northern Leaf Blight"
] | [
"TMV-1, PHB30G19, or SC627 maize seeds",
"DAP fertilizer",
"UREA fertilizer",
"Emamectin Benzoate (e.g., Belt)",
"Lambda-cyhalothrin (e.g., Bestox)"
] | Arusha's first rains are vital for maize establishment; prolonged dry spells can lead to stressed plants and increased FAW susceptibility. | Kupeleleza (Swahili for 'scouting') | ### Instruction:
I'm in Arusha and my maize is just coming up. How do I scout for Fall Armyworm and what should I do if I find it?
### Response:
Farmers in Arusha growing maize during the first rains must be highly vigilant for Fall Armyworm (FAW), especially during the vegetative stages (V3-V8). FAW can cause signifi... | null | ea-crop-advisory-0023 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Mihogo) | Kenya | Western Kenya | first_rains | vegetative | Cassava Brown Streak Disease (CBSD) is a severe threat to cassava production in Western Kenya, particularly in areas with humid conditions and susceptible varieties. CBSD primarily affects the roots, causing necrosis and making them unfit for consumption, even if leaf symptoms are mild. The most effective control measu... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Whiteflies"
] | [
"Certified disease-free cassava cuttings (e.g., KALRO varieties like MM96/2480, KME 1, Kaleso)",
"NPK fertilizer (based on soil test)"
] | Western Kenya experiences two main rainy seasons; ensuring adequate moisture during establishment helps plants resist disease, but monitor for whitefly outbreaks in drier periods. | Mbegu safi (Swahili for 'clean seeds/planting material') | ### Instruction:
I'm a cassava farmer in Busia, Western Kenya. What should I know about Cassava Brown Streak Disease and how can I protect my crop?
### Response:
Cassava Brown Streak Disease (CBSD) is a severe threat to cassava production in Western Kenya, particularly in areas with humid conditions and susceptible va... | null | ea-crop-advisory-0024 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Ibishyimbo) | Rwanda | Northern Province (e.g., Gicumbi District) | first_rains | vegetative | Angular Leaf Spot (ALS) is a major fungal disease in beans, particularly during wet and humid conditions. To manage it effectively, start with resistant bean varieties recommended by RAB, such as RWR 2245 or RWR 1668. Ensure you use certified, disease-free seeds. Practice good field sanitation by removing and destroyin... | [
"Angular Leaf Spot (ALS)",
"Bean Stem Maggot",
"Anthracnose"
] | [
"RAB RWR 2245 (bean variety)",
"Mancozeb (fungicide)",
"Azoxystrobin + Difenoconazole (fungicide)",
"DAP fertilizer"
] | Watch for prolonged periods of rainfall and high humidity, as these conditions are highly conducive to Angular Leaf Spot development and spread. | Imbuto nziza: Healthy seeds | ### Instruction:
Mwarimu, my beans are developing small, angular brown spots on the leaves, and the yield is going down. What disease is this, and how can I control it?
### Response:
Murakoze cyane. From your description, it sounds like your beans are suffering from Angular Leaf Spot (ALS), a common fungal disease, es... | RAB Rwanda / Expert knowledge | ea-crop-advisory-0025 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Mihogo) | Tanzania | Coastal Tanzania (e.g., Bagamoyo, Lindi) | first_rains | planting | Cassava Brown Streak Disease (CBSD) is a devastating viral disease transmitted by whiteflies and through infected planting material, causing brown streaking in the roots and making them inedible. Effective control starts with using disease-free planting material. Always source your cassava cuttings (stakes) from certif... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Whiteflies"
] | [
"Mkombozi (cassava variety)",
"Kiroba (cassava variety)",
"Kizimbani (cassava variety)",
"Imidacloprid (insecticide for whiteflies)",
"NPK fertilizer"
] | Ensure sufficient moisture during planting and early establishment, as dry spells can stress plants, potentially increasing susceptibility to whitefly infestations. | Vipandikizi safi: Clean cuttings | ### Instruction:
Mimi ni mkulima wa mihogo Bagamoyo. Nimekuwa nikipata mihogo inaoza ndani na kuwa na michirizi ya kahawia hata kabla ya kuvuna. Nifanyeje kuzuia ugonjwa huu?
### Response:
Habari ndugu mkulima. Tatizo hilo unalolieleza la mihogo kuoza ndani na kuwa na michirizi ya kahawia ni dalili za ugonjwa hatari u... | TARI Tanzania / Expert knowledge | ea-crop-advisory-0026 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Avocado (Parachichi) | Kenya | Central Kenya Highlands (e.g., Murang'a, Kiambu) | first_rains | land_prep | Establishing a successful avocado orchard begins with meticulous planning, especially in the Central Kenya Highlands where conditions are ideal for varieties like Hass and Fuerte. First, select a well-drained site with deep, fertile soil. Avoid areas prone to waterlogging, which can cause root rot. Prepare planting hol... | [
"Phytophthora Root Rot",
"Anthracnose",
"Thrips (later stage)"
] | [
"Certified grafted Hass avocado seedlings",
"Certified grafted Fuerte avocado seedlings",
"Well-rotted farmyard manure",
"DAP fertilizer",
"Mulch material (e.g., dry grass)"
] | Planting should ideally coincide with the onset of the long rains (March-May) to ensure adequate moisture for seedling establishment and reduced watering needs. | Miche iliyopandikizwa: Grafted seedlings | ### Instruction:
Jambo mtaalamu. Mimi ni mkulima wa Murang'a na nataka kuanzisha shamba la parachichi. Naomba ushauri kuhusu jinsi ya kuanza na kupanda miche bora.
### Response:
Jambo! Ni uamuzi mzuri kuanzisha shamba la parachichi, kwani maeneo ya Central Kenya Highlands yanafaa sana. Ili ufanikiwe, anza na mipango m... | KALRO Kenya / Expert knowledge | ea-crop-advisory-0027 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Eastern Uganda (e.g., Soroti, Tororo) | first_rains | vegetative | Fall Armyworm (FAW) is a major threat to maize, particularly during the vegetative stage. Early detection is key for effective management. Regularly scout your maize fields, especially when plants are knee-high up to tasseling, looking for characteristic signs like ragged holes in leaves, 'window-paning' (transparent l... | [
"Fall Armyworm (FAW)",
"Maize Streak Virus (MSV)",
"Northern Leaf Blight"
] | [
"Longe 5 (maize variety)",
"Bazooka (maize variety)",
"Emamectin Benzoate (insecticide)",
"Chlorantraniliprole (insecticide)",
"DAP fertilizer",
"Urea fertilizer"
] | Monitor for dry spells, as stressed maize plants can become more susceptible to Fall Armyworm infestations, which thrive in warm conditions. | Kebera ennimiro yo: Inspect your garden | ### Instruction:
Mzee, my maize in Soroti is about knee-high, but I'm seeing big worms eating the leaves and leaving holes. Some leaves look like they've been chewed from inside the main stem. What should I do?
### Response:
Greetings, Mzee. It sounds like you have an infestation of Fall Armyworm (FAW), a very serious... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0028 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Irish Potato (Obumonde) | Uganda | Kabale District, Kigezi Highlands | first_rains | vegetative | Late blight is a devastating disease in the cool, wet Kabale highlands. To manage it effectively, start with resistant varieties like NARO-Pot 1, Victoria or Kachwekano. Ensure proper plant spacing (e.g., 75cm between rows, 30cm between plants) to improve air circulation and reduce humidity around the foliage. Practice... | [
"Late Blight (Phytophthora infestans)",
"Potato Tuber Moth",
"Bacterial Wilt"
] | [
"NARO-Pot 1, Victoria or Kachwekano certified seeds",
"Dithane M-45 (Mancozeb) fungicide",
"Redomil Gold (Metalaxyl + Mancozeb) fungicide",
"DAP fertilizer (planting)",
"UREA fertilizer (top dressing)"
] | Expect cool temperatures with frequent rainfall and high humidity, creating ideal conditions for late blight development. | Rukiga: "Kurwanya endege" (Fighting the blight). | ### Instruction:
I farm potatoes in Kabale and every rainy season, late blight destroys my crop. What's the best way to control it?
### Response:
Late blight is a devastating disease in the cool, wet Kabale highlands. To manage it effectively, start with resistant varieties like NARO-Pot 1, Victoria or Kachwekano. Ens... | null | ea-crop-advisory-0029 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Soybean (Eshana) | Uganda | Iganga District, Eastern Uganda | first_rains | planting | For higher soybean yields in Iganga's fertile Buganda clay loams, proper planting techniques are vital. Firstly, use certified seeds of improved varieties like Maksoy 3N or Maksoy 4N. Before planting, inoculate your seeds with a suitable Rhizobium inoculant. This beneficial bacteria helps the soybean plant fix nitrogen... | [
"Aphids",
"Soybean Rust",
"Pod Borers"
] | [
"Maksoy 3N or Maksoy 4N certified seeds",
"Rhizobium inoculant",
"DAP fertilizer (only if soil phosphorus is low, as inoculation reduces N needs)",
"Pre-emergent herbicide (e.g., Pendimethalin)"
] | Expect good moisture for germination and early growth during the first rains, but watch for potential short dry spells in April that could affect establishment. | Luganda: "Okusimba mu layini" (Planting in rows). | ### Instruction:
I want to get better yields from my soybeans in Iganga. What are the best planting practices, especially about this 'inoculation' I hear about?
### Response:
For higher soybean yields in Iganga's fertile Buganda clay loams, proper planting techniques are vital. Firstly, use certified seeds of improved... | null | ea-crop-advisory-0030 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Chilli Pepper (Pili Pili) | Uganda | Luwero District, Central Uganda | dry_season | vegetative | Managing chilli peppers during Uganda's dry season (December-February) in Luwero requires careful irrigation and a structured harvesting schedule. During the dry season, chilli plants need consistent moisture. Drip irrigation is highly recommended as it minimizes water waste and delivers water directly to the roots. If... | [
"Thrips",
"Aphids",
"Whiteflies",
"Anthracnose"
] | [
"Local bird's eye or Habanero chilli seeds/seedlings",
"NPK 17:17:17 fertilizer",
"Calcium Nitrate (for fruit set and quality)",
"Irrigation equipment (drip lines, watering cans, small pump)"
] | Expect prolonged periods of dry, hot weather with minimal rainfall, making consistent irrigation absolutely essential. | Swahili: "Mwagilia maji mara kwa mara" (Water frequently). | ### Instruction:
I want to grow chilli peppers during the dry season in Luwero for market. What's the best way to irrigate and when should I harvest?
### Response:
Managing chilli peppers during Uganda's dry season (December-February) in Luwero requires careful irrigation and a structured harvesting schedule. During t... | null | ea-crop-advisory-0031 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Masindi District, Western Uganda | first_rains | vegetative | Fall Armyworm (FAW) is a major threat to young maize in Masindi. Inspect your maize fields daily, especially from the V3 (three-leaf) stage up to tasseling, looking for characteristic window-pane feeding damage or presence of larvae in the 'funnel' (whorl) of the plant. If FAW is detected early in small numbers, cultur... | [
"Fall Armyworm (Spodoptera frugiperda)",
"Maize Streak Virus",
"Stalk Borers"
] | [
"UH5051 or Longe 5 certified maize seeds",
"DAP fertilizer (planting)",
"UREA fertilizer (top dressing)",
"Emamectin Benzoate (e.g., Ampligo) insecticide",
"Lambda-cyhalothrin insecticide"
] | Intermittent rainfall followed by sunny periods during the first rains can create favorable conditions for FAW egg-laying and larval development. | Luganda: "Ekinyonyi kya Kasooli" (Maize armyworm). | ### Instruction:
My young maize in Masindi is being severely damaged by a pest that eats holes in the leaves and hides inside the plant. What is it and how can I stop it?
### Response:
Fall Armyworm (FAW) is a major threat to young maize in Masindi. Inspect your maize fields daily, especially from the V3 (three-leaf) ... | null | ea-crop-advisory-0032 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | All regions (e.g., Central, Eastern, Western, Northern) | post_harvest | post_harvest | After harvesting your maize, proper drying is crucial to prevent pest and mould infestation. Sun-dry your maize cobs to a moisture content of 13-14% (when grains crack when bitten, not crumble). Once dry, shell the maize. For effective long-term storage, use hermetic bags, such as PICS bags (Purdue Improved Crop Storag... | [
"Maize weevil (Sitophilus zeamais)",
"Larger grain borer (Prostephanus truncatus)",
"Moulds (Aspergillus spp.)",
"Rodents"
] | [
"PICS bags (various sizes)",
"ZeroFly storage bags",
"Tarpaulins (for drying)",
"Moisture meter (optional, for precision)"
] | Post-harvest drying requires several days of strong sunshine; watch for unexpected rains that could re-wet your maize. | Okutereka Kasooli obulungi kuleeta amanyi mu maka. (Luganda: Storing maize well brings strength to the home.) | ### Instruction:
I always lose a lot of my harvested maize to weevils and mould, even after drying. What's the best way to store it safely for a long time without using too many chemicals?
### Response:
After harvesting your maize, proper drying is crucial to prevent pest and mould infestation. Sun-dry your maize cobs... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0033 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Kenya | Western Kenya (e.g., Bungoma, Kakamega, Busia) | first_rains | vegetative | Maize stalk borers are a major pest in Western Kenya. Look for pinholes and 'windowing' (patches of transparent leaf tissue) on young leaves, frass (sawdust-like droppings) in the leaf funnel, and later, characteristic 'dead heart' where the central shoot withers. Early detection is key. For control, consider planting ... | [
"Maize stalk borer (Busseola fusca)",
"Spotted stalk borer (Chilo partellus)",
"Fall Armyworm (Spodoptera frugiperda)"
] | [
"Certified maize seeds (e.g., KALRO varieties like H614D, PH4)",
"Desmodium seeds",
"Napier grass cuttings",
"Granular insecticides (e.g., Bestox 100 EC or similar, applied as directed)"
] | High rainfall can wash off foliar insecticides, so granular applications into the funnel are often more effective during wet periods. | Tafuta mashimo madogo kwenye majani ya mahindi. (Swahili: Look for small holes on the maize leaves.) | ### Instruction:
My maize plants, about knee-high, are showing small holes in the leaves and some even have withered central shoots. I suspect stalk borers. How can I identify and control them in Western Kenya?
### Response:
Maize stalk borers are a major pest in Western Kenya. Look for pinholes and 'windowing' (patch... | KALRO Kenya / Expert knowledge | ea-crop-advisory-0034 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Bunyoro (e.g., Masindi, Hoima, Kiryandongo) | post_harvest | post_harvest | In the Bunyoro region, improving traditional granaries is an effective way to protect stored maize from pests and rodents. Start by ensuring your granary is elevated at least 1 meter off the ground on strong, smooth poles. Install metal rat guards (collars) on these poles to prevent rodents from climbing. Ensure the gr... | [
"Maize weevil (Sitophilus zeamais)",
"Larger grain borer (Prostephanus truncatus)",
"Rats and mice"
] | [
"Metal rat guards",
"Wire mesh (fine)",
"Cement or strong mud for sealing",
"Actellic Super Dust (or similar grain protectant)"
] | A dry post-harvest period is ideal for granary preparation and initial maize drying to prevent moisture-related pest problems. | Omwiko gw'amasaka gw'obulungi gukonyera okutereka ebyokulya. (Runyoro: A good granary helps in storing food.) | ### Instruction:
I'm in Masindi and want to improve my traditional granary to protect my maize from weevils and rats. What are the key improvements I should make?
### Response:
In the Bunyoro region, improving traditional granaries is an effective way to protect stored maize from pests and rodents. Start by ensuring y... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0035 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muwogo) | Uganda | Central Uganda (e.g., Mukono, Luwero, Mpigi) | all_seasons | vegetative | Cassava Brown Streak Disease (CBSD) is a serious threat to cassava production in Central Uganda. It is caused by a virus and spread primarily by whiteflies, as well as through infected planting material. Symptoms include yellow or mottled leaf veins (feathering pattern), brown streaking on stems, and most critically, d... | [
"Cassava Brown Streak Disease (CBSD)",
"African Cassava Mosaic Disease (ACMD)",
"Whiteflies (Bemisia tabaci)"
] | [
"Certified disease-free cassava cuttings (e.g., NASE 14, NASE 19)",
"Appropriate insecticides for whitefly control (e.g., Imidacloprid, Acetamiprid)",
"NPK fertilizer (based on soil test recommendations)"
] | Whitefly populations tend to be higher during dry spells, increasing the risk of CBSD transmission. | Tandika n'emiti emiyonjo egya muwogo. (Luganda: Start with clean cassava cuttings.) | ### Instruction:
My cassava plants in Mukono are showing yellowing leaves, and when I harvest, some roots are rotten inside with brown streaks. What disease is this and how can I control it?
### Response:
Cassava Brown Streak Disease (CBSD) is a serious threat to cassava production in Central Uganda. It is caused by a... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0036 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Kenya | Kitale, Trans Nzoia | first_rains | land_prep | As a maize farmer in Kitale, preparing your land for the long rains (March-April) is critical, and knowing your soil is the first step towards a bountiful harvest. Before planting, it is highly recommended to conduct a soil test through KALRO or accredited private labs. Collect samples from different parts of your farm... | [
"Cutworms",
"Stalk borers (early instar)",
"Maize Streak Virus (MSV)"
] | [
"Soil testing services (KALRO)",
"DAP (Di-Ammonium Phosphate) fertilizer",
"NPK 23:23:0 fertilizer",
"Agricultural lime"
] | The long rains are expected to begin soon; ensure your land is prepared and basal fertilizers are applied before or during the onset of consistent rainfall for optimal nutrient uptake. | Swahili: 'Pima udongo wako ujue unahitaji nini!' (Test your soil to know what it needs!) | ### Instruction:
I farm maize in Kitale and want to improve my yields. What's the best way to manage nutrients and when should I apply my first fertilizer?
### Response:
As a maize farmer in Kitale, preparing your land for the long rains (March-April) is critical, and knowing your soil is the first step towards a boun... | null | ea-crop-advisory-0037 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Tanzania | Dodoma | first_rains | planting | For maize farmers in Dodoma, where rainfall is often scarce and unpredictable, selecting the right drought-resistant hybrid seed is paramount for successful cultivation during the 'masika' (first rains) season. Look for varieties recommended by TARI (Tanzania Agricultural Research Institute) or other reputable seed com... | [
"Fall Armyworm (FAW)",
"Maize Streak Virus (MSV)",
"Termites"
] | [
"Drought-tolerant maize hybrid seeds (e.g., SC637, PH4, Situka 1)",
"DAP (Di-Ammonium Phosphate) fertilizer",
"Hand hoes for zai pits"
] | Expect highly variable rainfall with potential for extended dry spells; planting early with drought-tolerant varieties is crucial. | Swahili: 'Chagua mbegu inayostahimili ukame!' (Choose a seed that resists drought!) | ### Instruction:
I live in Dodoma where it's very dry. Which maize seeds should I plant to survive the drought, and how can I help them?
### Response:
For maize farmers in Dodoma, where rainfall is often scarce and unpredictable, selecting the right drought-resistant hybrid seed is paramount for successful cultivation... | null | ea-crop-advisory-0038 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Busoga (e.g., Iganga) | first_rains | vegetative | For maize farmers in the Busoga region, your maize plants are likely in the active vegetative stage (knee-high to waist-high, V6-V12) during the first rains (March-May). This is the critical period for top-dressing with nitrogen fertilizer. Nitrogen is essential for vigorous leaf growth, stem development, and ultimatel... | [
"Fall Armyworm (FAW)",
"Maize Streak Virus (MSV)",
"Stalk borers"
] | [
"UREA fertilizer (46% N)",
"CAN (Calcium Ammonium Nitrate) fertilizer (26% N)",
"Hand hoes"
] | Consistent rainfall is expected during this period, which is crucial for the dissolution and uptake of top-dressed fertilizers. Watch for any unexpected dry spells. | Luganda: 'Tandika obusa obukyamu ng'ekasooli y'atuuse ku vvi!' (Top-dress when the maize is knee-high!) | ### Instruction:
My maize in Busoga is growing well during the first rains, it's about knee-high. When and how should I apply top-dressing fertilizer?
### Response:
For maize farmers in the Busoga region, your maize plants are likely in the active vegetative stage (knee-high to waist-high, V6-V12) during the first rai... | null | ea-crop-advisory-0039 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Karamoja (e.g., Moroto) | first_rains | vegetative | Farmers in Karamoja, the first rains (April-July) are crucial for your maize, but they also bring the notorious Fall Armyworm (FAW). Early detection and integrated pest management (IPM) are key. Regularly scout your maize fields, especially young plants (V3-V10 stage), looking for characteristic window-pane damage on l... | [
"Fall Armyworm (FAW)",
"Maize Streak Virus (MSV)",
"Termites",
"Stalk borers"
] | [
"Local ash and sand",
"MAAIF-approved insecticides (e.g., Emamectin Benzoate, Lambda-cyhalothrin)",
"Personal Protective Equipment (PPE)"
] | Rainfall can be erratic; apply insecticides when rain is not imminent to prevent wash-off, and ensure plants are not overly stressed by drought as this can exacerbate pest damage. | Swahili: 'Angalia funza wa mahindi mapema shambani!' (Check for Fall Armyworm early in the field!) | ### Instruction:
I'm seeing a lot of caterpillars eating my young maize in Karamoja. What can I do to stop the Fall Armyworm from destroying my crop?
### Response:
Farmers in Karamoja, the first rains (April-July) are crucial for your maize, but they also bring the notorious Fall Armyworm (FAW). Early detection and in... | null | ea-crop-advisory-0040 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Kenya | Uasin Gishu County, Rift Valley | main_rainy_season | harvest | Making quality maize silage is a crucial way to ensure year-round feed for your livestock, especially dairy cows, improving milk production and farm profitability. The optimal time for harvesting maize for silage is when the grain is at the milk-to-dough stage, typically when the whole plant dry matter content is betwe... | [
"Maize Lethal Necrosis Disease (MLND)",
"Fall Armyworm (Spodoptera frugiperda)",
"Smut",
"Stalk rot"
] | [
"Heavy-gauge plastic sheeting",
"Silage inoculants (optional)",
"Molasses (for fermentation aid, if needed)"
] | Ensure harvest is conducted during dry weather to avoid water contamination and facilitate initial wilting if the crop is too wet. | Swahili: 'Silaji ya mahindi' (Maize silage) | ### Instruction:
My dairy cows need consistent feed throughout the year, especially during dry spells. How can I best make silage from my maize harvest to store feed?
### Response:
Making quality maize silage is a crucial way to ensure year-round feed for your livestock, especially dairy cows, improving milk productio... | null | ea-crop-advisory-0041 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Tanzania | Mwanza Region | first_rains | planting | Protecting your maize seedlings from early season pests and diseases is vital for a strong start and good yields. The first rains (Masika season, March-May) often bring conditions favorable for pests like Fall Armyworm, Maize Stem Borers, and Cutworms, as well as diseases like damping-off. Seed treatment offers a cost-... | [
"Fall Armyworm (Spodoptera frugiperda)",
"Maize Stem Borer (Busseola fusca)",
"Cutworms",
"Damping-off"
] | [
"Maize seeds (e.g., SC627, UH6303)",
"Insecticide seed treatment (e.g., Imidacloprid-based)",
"Fungicide seed treatment (e.g., Thiram-based)"
] | Early rains can trigger the emergence of numerous soil-borne pests and create conditions for fungal diseases, making seed treatment a crucial first step for seedling survival. | Swahili: 'Kutibu mbegu za mahindi' (Treating maize seeds) | ### Instruction:
My young maize plants always get attacked by insects and diseases shortly after germinating during the first rains. What can I do to protect them early on?
### Response:
Protecting your maize seedlings from early season pests and diseases is vital for a strong start and good yields. The first rains (M... | null | ea-crop-advisory-0042 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Igisigishigi) | Rwanda | Eastern Province (e.g., Bugesera District) | first_rains | planting | Intercropping maize with legumes is an excellent sustainable farming practice, especially in regions like Eastern Rwanda where soil fertility, particularly nitrogen, can be a limiting factor. This practice, known as 'Guhahira ibigori n'ibishyimbo' in Kinyarwanda, provides multiple benefits. Legumes, such as common bean... | [
"Maize Streak Virus",
"Fall Armyworm (Spodoptera frugiperda)",
"Bean Rust",
"Anthracnose"
] | [
"Maize seeds (e.g., PAN 53, RHM104)",
"Legume seeds (e.g., RWR 2245 climbing beans, RWR 2174 bush beans)",
"DAP fertilizer"
] | Consistent rainfall during the first rainy season (Igihembwe cy'Itumba) is crucial for the establishment and vigorous growth of both maize and the chosen legume crop. | Kinyarwanda: 'Guhahira ibigori n'ibishyimbo' (Intercropping maize and beans) | ### Instruction:
My soils in Eastern Rwanda are not very fertile, and I don't have much money for chemical fertilizers. How can I improve my maize yields naturally?
### Response:
Intercropping maize with legumes is an excellent sustainable farming practice, especially in regions like Eastern Rwanda where soil fertilit... | null | ea-crop-advisory-0043 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muwogo) | Uganda | Luwero District, Central Uganda | first_rains | planting | Cassava Brown Streak Disease (CBSD), known in Luganda as 'Endwadde ya kalabuka w'omuwogo', is a devastating disease affecting cassava production across Uganda, especially in central regions. It manifests as yellowing of leaf veins, brown streaks on stems, and critically, a characteristic dry rot or browning within the ... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Whiteflies (Bemisia tabaci)",
"Cassava Green Mite"
] | [
"Certified disease-free cuttings (e.g., NASE 14, NASE 19, NAROCASS 1)",
"Compost or organic manure (for soil health)"
] | During the rainy seasons, whitefly populations can increase, potentially accelerating the spread of CBSD if infected planting material is used or if susceptible varieties are grown near infected fields. | Luganda: 'Endwadde ya kalabuka w'omuwogo' (Cassava Brown Streak Disease) | ### Instruction:
My cassava plants in Luwero often start yellowing, and when I harvest, the roots have brown rotting inside. What is causing this, and how can I stop it?
### Response:
Cassava Brown Streak Disease (CBSD), known in Luganda as 'Endwadde ya kalabuka w'omuwogo', is a devastating disease affecting cassava p... | null | ea-crop-advisory-0044 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Kenya | Kisumu County, Nyanza | post_harvest | post_harvest | Preventing aflatoxin contamination in harvested maize is crucial for food safety and market value. Aflatoxin is a poisonous substance produced by a fungus called *Aspergillus flavus*, which grows on maize if it's not dried properly. Once maize is harvested, sort out any damaged, discolored, or insect-infested kernels i... | [
"Aflatoxin (Aspergillus flavus)",
"Larger Grain Borer (Prostephanus truncatus)",
"Maize Weevils (Sitophilus zeamais)"
] | [
"Clean tarpaulins",
"Elevated drying racks/cribs (locally constructed)",
"Hermetic bags (e.g., PICS bags)",
"Actellic Super Dust (for storage)"
] | During the harvest period in Nyanza, expect fluctuating humidity; monitor maize moisture content diligently to prevent fungal growth, especially after any unexpected rains. | Kukausha vizuri husaidia kuzuia sumu ya kuvu (aflatoxin). (Swahili: Proper drying helps prevent fungal poison (aflatoxin).) | ### Instruction:
I've just harvested my maize in Kisumu, and I'm worried about it getting spoilt or developing invisible poisons. How can I properly dry it to prevent this?
### Response:
Preventing aflatoxin contamination in harvested maize is crucial for food safety and market value. Aflatoxin is a poisonous substanc... | KALRO Kenya / Expert knowledge | ea-crop-advisory-0045 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Mahindi) | Tanzania | Iringa Region | first_rains | vegetative | Early detection of Fall Armyworm (FAW) is critical for effective management and minimizing yield losses in your Iringa maize fields. Begin scouting your fields daily starting about 7-10 days after crop emergence, especially when plants are between the 2-leaf and knee-high stage. Look for characteristic 'window pane' da... | [
"Fall Armyworm (Spodoptera frugiperda)",
"Maize Stalk Borer (Busseola fusca)",
"Maize Streak Virus"
] | [
"Pheromone traps (e.g., FAW pheromone lures from icipe)",
"Neem oil/extracts (for organic control)",
"Lambda-cyhalothrin (e.g., Duduthrin, Twiga Chemical)",
"FAW-resistant maize varieties (e.g., DKC 80-33, SC 719)"
] | Monitor for periods of warm, humid weather following planting, as these conditions often favor Fall Armyworm egg laying and larval development. | Kagua mahindi yako kila siku kwa Kipepeo Jeshini. (Swahili: Inspect your maize daily for Fall Armyworm.) | ### Instruction:
I'm planting maize in Iringa, and I'm worried about the Fall Armyworm that damaged my crop last season. How can I detect it early to prevent a big problem?
### Response:
Early detection of Fall Armyworm (FAW) is critical for effective management and minimizing yield losses in your Iringa maize fields.... | TARI Tanzania / Expert knowledge | ea-crop-advisory-0046 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Maize (Kasooli) | Uganda | Arua District, West Nile | post_harvest | post_harvest | Proper post-harvest drying of maize in West Nile is essential to prevent spoilage, aflatoxin contamination, and pest infestation, ensuring good quality grain for consumption or sale. Harvest your maize when it's fully mature. Ideally, leave the cobs in their husks for an initial period of field drying to reduce moistur... | [
"Maize Weevils (Sitophilus zeamais)",
"Larger Grain Borer (Prostephanus truncatus)",
"Aflatoxin contamination"
] | [
"Tarpaulins",
"Materials for elevated drying racks/cribs (poles, wire mesh)",
"Hermetic bags (PICS bags, AgroZ bags)",
"Actellic Super Dust (for storage)"
] | The post-first rains harvest often coincides with unpredictable showers in West Nile; prioritize sheltered and elevated drying methods to prevent re-wetting and mold. | Oweka ka guni. (Lugbara for: Dry on a raised platform.) | ### Instruction:
My maize harvest in Arua is coming up, and last season I lost a lot of it to rot and pests because of improper drying. What are the best drying techniques I should use?
### Response:
Proper post-harvest drying of maize in West Nile is essential to prevent spoilage, aflatoxin contamination, and pest in... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0047 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Cassava (Muwogo) | Uganda | Soroti District, Teso Sub-region, Eastern Uganda | vegetative | vegetative | Cassava Brown Streak Disease (CBSD) is a serious threat to cassava production in Soroti, causing significant yield losses and making the tubers inedible. It is spread by whiteflies and also through infected planting materials. To manage CBSD effectively, the primary strategy is to use clean, disease-free planting mater... | [
"Cassava Brown Streak Disease (CBSD)",
"Cassava Mosaic Disease (CMD)",
"Whiteflies (Bemisia tabaci)"
] | [
"NARO-approved CBSD/CMD resistant varieties (e.g., NASE 14, NASE 19, NAROCASS 1)",
"Clean, disease-free stem cuttings",
"Botanical insecticides (e.g., neem) for whitefly control (if needed)"
] | Warm and humid conditions, common in Eastern Uganda, favor the multiplication of whiteflies, which are the primary vectors for Cassava Brown Streak Disease. | Teriba muwogo omulwadde. (Luganda: Don't plant sick cassava.) | ### Instruction:
My cassava plants in Soroti are getting sick, with yellow leaves and some stem browning. What should I do to manage this disease, which I suspect is Cassava Brown Streak?
### Response:
Cassava Brown Streak Disease (CBSD) is a serious threat to cassava production in Soroti, causing significant yield lo... | NARO Uganda / MAAIF Uganda / Expert knowledge | ea-crop-advisory-0048 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Maharagwe) | Kenya | Central Kenya (Nyeri) | first_rains | vegetative | Common Bacterial Blight (CBB) is a serious bean disease, especially during wet and warm conditions common in Central Kenya. It causes water-soaked spots on leaves that enlarge, turn brown, and are often surrounded by a yellow halo. Pods also develop lesions. To manage CBB, start with resistant varieties like KALRO's KA... | [
"Common Bacterial Blight",
"Anthracnose",
"Bean Rust"
] | [
"Certified CBB-resistant bean seeds (e.g., KAT B9, KAT B1)",
"Nordox 75 WG (copper-based bactericide)",
"DAP fertilizer (planting)",
"CAN fertilizer (top-dressing)"
] | Central Kenya typically experiences good first rains from March to May; however, watch for prolonged periods of high humidity and leaf wetness, which favor CBB development. | Mkondo mzuri wa hewa (Good air circulation). | ### Instruction:
I've noticed some brown spots with yellow halos appearing on the leaves of my bean plants, and some pods also look affected. What could this be, and how can I stop it from spreading in my farm here in Nyeri?
### Response:
Greetings! From your description, it sounds like your bean plants are likely suf... | KALRO Kenya / Expert knowledge | ea-crop-advisory-0049 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Kawere) & Maize (Kasooli) | Uganda | Luwero district | first_rains | planting | Intercropping beans with maize is an excellent strategy for smallholder farmers in Luwero to improve soil health and maximize land productivity. The beans, being legumes, fix atmospheric nitrogen into the soil, which benefits the maize and reduces the need for synthetic nitrogen fertilizers. For successful intercroppin... | [
"Fall Armyworm (Maize)",
"Bean Stem Maggot (Beans)",
"Maize Streak Virus"
] | [
"Maize seeds (e.g., Longe 5, Bazooka)",
"Bean seeds (e.g., NARO-Bean 1, NABE 15)",
"DAP fertilizer (50kg/acre)",
"Urea fertilizer (for maize top-dressing, 2-3 weeks after bean flowering)"
] | The first rains in Luwero typically start in March, but recent patterns show early onset in February with potential dry spells in April; monitor rainfall closely for optimal planting. | Kugatta ebirime (Intercropping). | ### Instruction:
I want to improve the fertility of my soil in Luwero and also get more food from my small piece of land. I usually grow maize and beans separately. Can I grow them together, and how should I do it to get the best results?
### Response:
That's an excellent question, and yes, you can definitely grow mai... | MAAIF Uganda / Expert knowledge | ea-crop-advisory-0050 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Ibishyimbo) | Rwanda | Southern Rwanda (Huye) | first_rains | flowering | As your bean plants in Southern Rwanda enter the flowering and podding stages, it's critical to regularly scout for pests like aphids and pod borers, which can cause significant yield losses. Aphids are small, soft-bodied insects found on the undersides of leaves, tender shoots, and flower buds. They suck sap, causing ... | [
"Aphids",
"Pod Borers (African bollworm, Maruca vitrata)",
"Anthracnose"
] | [
"Lambda-cyhalothrin (e.g., Bulldock)",
"Acetamiprid",
"Neem oil (organic option)"
] | Southern Rwanda's first rains (Season B, Feb-June) provide ample moisture, but high humidity during flowering can increase pressure from aphids and pod borers. | Gusuzuma udukoko (Pest scouting). | ### Instruction:
My bean plants in Huye are now flowering and starting to form pods. How do I check for pests at this critical stage, and what should I do if I find aphids or worms damaging my pods?
### Response:
Muraho! At the flowering and podding stages, your bean plants are very vulnerable to pests, especially aph... | RAB Rwanda / Expert knowledge | ea-crop-advisory-0051 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Maharage) | Tanzania | Kigoma, Western Tanzania | post_harvest | post_harvest | To get better prices for your beans in Western Tanzania, focus on improving quality and market access. Firstly, proper post-harvest handling is crucial: dry your beans thoroughly to 13-14% moisture content to prevent mold and pest infestation. Sort and grade your beans to remove broken ones, stones, and foreign matter.... | [
"Bean Weevils (Bruchids)",
"Aflatoxin Contamination (due to poor drying)",
"Rodents"
] | [
"Hermetic (PICS) bags",
"Cleaning sieves",
"Weighing scales",
"Improved storage structures"
] | Ensure beans are dried thoroughly to prevent spoilage, especially during humid post-harvest periods, and monitor market demand as weather affects transport routes. | Swahili: 'Panga maharage vizuri, utapata bei nzuri!' (Sort your beans well, you will get a good price!) | ### Instruction:
I'm a bean farmer in Kigoma. My beans are ready for market, but I often get low prices. What can I do to improve my income from beans?
### Response:
To get better prices for your beans in Western Tanzania, focus on improving quality and market access. Firstly, proper post-harvest handling is crucial: ... | null | ea-crop-advisory-0052 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Maharagwe) | Kenya | Meru, Mount Kenya Region | first_rains | planting | Accessing and using certified bean seeds is one of the most impactful decisions you can make for your bean crop in the Mount Kenya region. Unlike recycled seeds, certified seeds from KALRO (e.g., varieties like 'Wairimu Kairu', 'Chelalang', 'KAT B9', or 'KK8') are guaranteed to be of high genetic purity, free from seed... | [
"Bean Common Mosaic Virus (BCMV)",
"Anthracnose",
"Bean Rust",
"Root Rots"
] | [
"Certified bean seeds (e.g., Wairimu Kairu, Chelalang)",
"DAP fertilizer",
"Farmyard manure (for soil improvement)"
] | Plant certified seeds immediately at the onset of the long rains (March-April) to maximize moisture utilization and ensure good germination and establishment. | Swahili: 'Panda mbegu safi, utavuna mengi!' (Plant clean seeds, you will harvest a lot!) | ### Instruction:
I'm a bean farmer in Meru. My bean yields are low, and my plants often get sick. I'm told certified seeds are better, but why, and where can I get them?
### Response:
Accessing and using certified bean seeds is one of the most impactful decisions you can make for your bean crop in the Mount Kenya regi... | null | ea-crop-advisory-0053 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
Beans (Ebihimba) | Uganda | Kisoro, Southwestern Uganda | first_rains | land_prep | Improving your soil with organic matter is vital for high bean yields in Kisoro's volcanic soils, which can be rich but benefit greatly from added humus. Before the first rains (March-May) or second rains (September-November), incorporate well-decomposed farmyard manure or compost into your soil during land preparation... | [
"Bean Root Rots",
"Anthracnose",
"Bean Common Mosaic Virus (BCMV)"
] | [
"Well-decomposed farmyard manure",
"Compost",
"Green manure seeds (e.g., Crotalaria)"
] | Incorporate organic matter into the soil before the rains begin to allow for decomposition and nutrient release, ensuring nutrients are available when beans are planted. | Luganda: 'Akasiriira n'obusa bwa sente!' (Compost and manure are money!) | ### Instruction:
My bean farm in Kisoro has good soil, but I want to improve fertility without buying a lot of chemical fertilizers. How can I use organic matter effectively?
### Response:
Improving your soil with organic matter is vital for high bean yields in Kisoro's volcanic soils, which can be rich but benefit gr... | null | ea-crop-advisory-0054 | 2026-06-18T07:15:49.168509 | ea-crop-advisory | train |
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ea-crop-advisory
East African Smallholder Crop Advisory Dataset — agronomic guidance for 15+ crops across Uganda, Kenya, Tanzania, and Rwanda, grounded in local varieties, seasons, and district-level context.
Dataset Summary
This dataset was generated by gimmy256 as part of the East African AI dataset initiative. It contains 206 records split into train / validation / test sets.
Usage
from datasets import load_dataset
ds = load_dataset("gimmy256/ea-crop-advisory")
print(ds["train"][0])
License
cc-by-4.0
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