Datasets:

Gamestatue
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adaption-india-crop-yield-qa

prompt stringlengths 9 288k ⌀	completion stringlengths 1 1.18M	enhanced_prompt stringlengths 9 38k	enhanced_completion stringlengths 72 178k	reasoning_trace stringlengths 297 161k ⌀	crop stringclasses 4 values	dist_name stringclasses 302 values	has_weather_data bool 2 classes	original_context stringlengths 38 98 ⌀	response_constraints stringlengths 803 1.13k ⌀	soil_imputed bool 2 classes	state_name stringclasses 20 values	year int64 1.97k 2.02k ⌀	yield_kg_per_ha float64 0.34 32k ⌀
1981లో ఉత్తర ప్రదేశ్‌లోని మొరాదాబాద్‌లో ఒక రైతు బార్లీ పంటను సాగు చేస్తున్నారు. పై నేల pH విలువ 7.1 (దాదాపు తటస్థం) కలిగి ఉండి, లోమీ నేలగా ఉంది. ఇందులో సుమారు 26% క్లే మరియు 12.0 గ్రా/కిలో సేంద్రీయ కార్బన్ ఉన్నాయి. ఆ సంవత్సరం వర్షపాతం మొత్తం 801 మిల్లీమీటర్లు నమోదైంది, ఇది జిల్లా చారిత్రక సగటు కంటే కొంచెం తక్కువ. సగటు ...	వర్ణించిన నేల మరియు వాతావరణ పరిస్థితుల ఆధారంగా, బార్లీ దిగుబడి సుమారు 750 కిలోలు/హెక్టారు వచ్చింది. ఇది అనేక కారకాలను ప్రతిబింబిస్తుంది: సాధారణం కంటే తక్కువ వర్షపాతం దిగుబడి సామర్థ్యాన్ని పరిమితం చేసి ఉండవచ్చు; దాదాపు తటస్థ స్థాయిలో ఉన్న నేల pH విలువ చాలా పంటలకు అనుకూలంగా ఉంటుంది.	మీరు ఒక వ్యవసాయ నిపుణులుగా పనిచేస్తూ, క్రింద ఇవ్వబడిన డేటా ఆధారంగా 1981లో ఉత్తర ప్రదేశ్‌లోని మొరాదాబాద్ జిల్లాలో బార్లీ పంట దిగుబడిని అంచనా వేయాలి. సందర్భం మరియు డేటా: 1981లో ఉత్తర ప్రదేశ్‌లోని మొరాదాబాద్‌లో ఒక రైతు బార్లీ పంటను సాగు చేస్తున్నారు. పై నేల pH విలువ 7.1 (దాదాపు తటస్థం) కలిగి ఉండి, లోమీ నేలగా ఉంది. ఇ...	1981 మొరాదాబాద్ బార్లీ పంట దిగుబడి విశ్లేషణ మరియు అంచనా 1. విశ్లేషణ: * నేల లక్షణాలు: నేల pH విలువ 7.1గా ఉండటం బార్లీ పంటకు అత్యంత అనుకూలమైన తటస్థ స్థాయి (సాధారణంగా 6.0-8.0 పరిధి అనుకూలం). లోమీ నేలలో 26% క్లే ఉండటం వల్ల నీటి నిల్వ సామర్థ్యం మరియు గాలి చొరవ (aeration) సమతుల్యంగా ఉంటాయి, ఇది వేర్ల పెరుగుదల...	Let me break down this prompt carefully. I need to act as a senior agronomist analyzing barley crop yield in Moradabad, UP, for 1981. The prompt is in Telugu, so my response must be in Telugu. First, let me identify all the data points: - Location: Moradabad, Uttar Pradesh - Year: 1981 - Crop: Barley - Soil pH: 7.1 (n...	Barley	Moradabad	true	మొరాదాబాద్ ఉత్తర ప్రదేశ్ 1981 బార్లీ 750.0 false true	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and crop yield modeler specializing in North Indian agriculture during the 1980s. With decades of field experience in Uttar Pradesh, you expertly analyze soil pH, organic carbon, and historical climate data to predict b...	false	Uttar Pradesh	1,981	750
Given the following agricultural conditions for chickpea cultivation in Hooghly district, West Bengal, during 1980: soil pH of 6.7 (near-neutral soil, silty texture), 16.2 g/kg soil organic carbon. Weather data for this year is unavailable for this district. About 0.5 thousand hectares are under chickpea cultivation th...	Expected chickpea yield: approximately 660 kg per hectare. This reflects several factors: the near-neutral soil pH is favorable for most crops; note: weather data was not available for this year, so this estimate relies on soil and area alone.	You are an agricultural expert specializing in chickpea cultivation in West Bengal. Based on the specific conditions and data provided below for Hooghly district in 1980, predict the likely yield outcome and identify the primary factors influencing this prediction. Provided Context and Data: - Location: Hooghl...	### Agronomic Analysis and Yield Prediction for Chickpea (Hooghly, 1980) 1. Impact of Soil pH and Organic Carbon The provided soil parameters indicate highly favorable conditions for chickpea cultivation in Hooghly's alluvial soils: * Soil pH (6.7): This near-neutral pH is optimal for chickpeas. It ensures m...	Okay, let me break down what's being asked here. I need to analyze chickpea cultivation in Hooghly district, West Bengal, for the year 1980, and provide a yield prediction with supporting reasoning. Let me look at what I have to work with. Available data: - Location: Hooghly, West Bengal - Crop: Chickpea - Year: 1...	Chickpea	Hooghly	false	Hooghly West Bengal 1980 Chickpea 660.0 false false	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and soil scientist specializing in pulse crop cultivation in Eastern India, with decades of field experience in West Bengal. You possess deep expertise in historical agricultural data analysis, soil chemistry, and yield...	false	West Bengal	1,980	660
District: Kapurthala, Punjab Year: 1981 Crop: Cotton Soil: pH 7.9 (mildly alkaline), loamy texture, organic carbon 10.8 g/kg, nitrogen 0.84 g/kg Weather: 818mm total rainfall (well above the district's historical average), avg temp 24.9°C (range 1.2-49.9°C) Area under cultivation: 1.0 thousand hectares Estimate the cot...	Expected cotton yield: approximately 300 kg per hectare. This reflects several factors: the wetter-than-usual season likely supported crop growth.	# Task: Estimate Cotton Yield and Explain Reasoning Analyze the provided agricultural data for Kapurthala, Punjab (1981) to estimate the cotton yield in kg/ha. Provide a detailed explanation of the reasoning behind your estimate, considering soil conditions, weather patterns, and cultivation area. ## Input Data The f...	Estimated Cotton Yield: 300 kg/ha ### Reasoning and Analysis The estimate of 300 kg/ha is derived from a synthesis of the provided agro-climatic data, soil chemical properties, and historical context records specific to the Kapurthala district during the 1981 agricultural season. **1. Soil Conditions and Nutrien...	Okay, let me break down this task. I need to estimate cotton yield for Kapurthala, Punjab in 1981 and explain my reasoning thoroughly. First, let me look at all the data points: Soil data: - pH 7.9 — mildly alkaline - Loamy texture — good for cotton - Organic carbon 10.8 g/kg — moderate - Nitrogen 0.84 g/kg — tha...	Cotton	Kapurthala	true	Kapurthala Punjab 1981 Cotton 300.0 false true	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and crop modeler specializing in Indian cotton production, with decades of field experience in Punjab's agro-climatic zones. You possess deep expertise in soil chemistry, historical weather pattern analysis, and yield e...	false	Punjab	1,981	300
A farmer in Salem, Tamil Nadu is growing Castor in 1981. The topsoil has a pH of 6.7 (near-neutral) and is loamy in texture, with roughly 37% clay and 22.7 g/kg organic carbon. The growing season saw about 1071mm of total rainfall, well above the district's historical average, and an average temperature of 26.2°C (rang...	Based on the soil and weather conditions described, castor yield came in at about 289 kg/ha. This reflects several factors: the wetter-than-usual season likely supported crop growth; the near-neutral soil pH is favorable for most crops.	# Task: Estimate Castor Yield Based on Historical Agronomic Data Analyze the following scenario and data points to estimate the expected castor yield (in kg per hectare) for a farmer in Salem, Tamil Nadu, in 1981. Provide a detailed explanation of your reasoning based on the provided environmental and cultivation cond...	### 1. Yield Estimation Based on the integration of the provided environmental parameters and the specific data record associated with this scenario, the estimated castor yield for Salem, Tamil Nadu, in 1981 is 289.47 kg per hectare. ### 2. Agronomic Justification The determination of this yield figure is grounded...	Let me break down this problem. I need to estimate castor yield for Salem, Tamil Nadu, 1981, based on a set of agronomic parameters and a raw data sequence. First, let me look at what I'm given. There's environmental data — soil pH, texture, organic carbon, rainfall, temperature — and then there's this raw data sequen...	Castor	Salem	true	Salem Tamil Nadu 1981 Castor 289.47 false true	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and crop scientist specializing in semi-arid Indian agriculture, with decades of field experience in Tamil Nadu's Salem district. You possess deep expertise in soil chemistry, castor bean physiology, and historical yiel...	false	Tamil Nadu	1,981	289.47
1985-ஆம் ஆண்டு உத்தரப்பிரதேச மாநிலம் ஜாலௌன் மாவட்டத்தில் வாற்கோதுமை சாகுபடிக்கான பின்வரும் வேளாண்மை நிலைமைகள் கொடுக்கப்பட்டுள்ளன: மண் pH 7.7 (மிதமான காரத்தன்மை கொண்ட மண், சில்ட் தன்மை), 10.3 கி/கி மண் கரிம கார்பன். வளரும் பருவத்தில் மொத்த மழைப்பொழிவு சுமார் 976 மிமீ ஆகப் பதிவாகியுள்ளது, இது மாவட்டத்தின் வரலாற்று சராசரி...	எதிர்பார்க்கப்படும் வாற்கோதுமை விளைச்சல்: ஹெக்டேருக்கு சுமார் 1243 கிலோகிராம். இது பல காரணிகளைப் பிரதிபலிக்கிறது: வழக்கத்தை விட அதிக மழைப்பொழிவு பயிர் வளர்ச்சிக்கு உதவியிருக்கலாம்.	# வேளாண்மை விளையச்சல் மதிப்பீடு மற்றும் பகுப்பாய்வு நீங்கள் ஒரு வேளாண்மை நிபுணராக செயல்பட்டு, பின்வரும் தரவுகளின் அடிப்படையில் 1985-ஆம் ஆண்டு உத்தரப்பிரதேச மாநிலம் ஜாலௌன் மாவட்டத்தில் வாற்கோதுமை சாகுபடியின் எதிர்பார்க்கப்படும் விளைச்சலை மதிப்பிடவும், அதனை பாதிக்கும் முக்கிய காரணிகளை விவரிக்கவும். ## உள்ளீடு தரவுகள் (...	# 1985-ஆம் ஆண்டு ஜாலௌன் மாவட்ட வாற்கோதுமை விளைச்சல் மதிப்பீடு மற்றும் பகுப்பாய்வு வழங்கப்பட்ட வேளாண்மை நிலைமைகள் மற்றும் வானிலைத் தரவுகளின் அடிப்படையில், 1985-ஆம் ஆண்டு உத்தரப்பிரதேச மாநிலம் ஜாலௌன் (ஜலௌன்) மாவட்டத்தில் வாற்கோதுமை சாகுபடியின் விளைச்சல் திறன் மற்றும் அதனைப் பாதிக்கும் காரணிகள் குறித்த விரிவான பகுப்பாய்வ...	சரி, இந்தக் கேள்வியைப் பார்ப்போம். 1985-ஆம் ஆண்டு உத்தரப்பிரதேசம், ஜாலௌன் மாவட்டத்தில் வாற்கோதுமை சாகுபடி குறித்த தரவுகள் தரப்பட்டுள்ளன. நான் ஒரு வேளாண் நிபுணராக இதை மதிப்பிட வேண்டும். முதலில் தரவுகளை ஒரு முறை கவனமாகப் படித்துப் பார்க்க வேண்டும். தரவுகள் இதோ: *- மண் pH: 7.7 (மிதமான காரத்தன்மை, சில்ட் தன்மை கொண்ட ம...	Barley	Jalaun	true	ஜலௌன் உத்தரப் பிரதேசம் 1985 வாற்கோதுமை 1242.72 தவறு உண்மை	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and soil scientist specializing in wheat cultivation in Uttar Pradesh, India, with decades of field experience in the Jaloun district. You possess deep expertise in analyzing historical climate data, soil pH levels, and...	false	Uttar Pradesh	1,985	1,242.72
জেলা: হাসান, কর্ণাটক সাল: ১৯৯৩ ফসল: এরান্ডি (কাস্টর) মাটি: পিএইচ ৭.০ (প্রায়-উদাসীন), দোআঁশ মাটি, জৈব কার্বন ১৩.৫ গ্রাম/কেজি, নাইট্রোজেন ১.৩২ গ্রাম/কেজি আবহাওয়া: মোট বৃষ্টিপাত ১৫১৫ মিমি (জেলাটির ঐতিহাসিক গড়ের তুলনায় কিছুটা বেশি), গড় তাপমাত্রা ২২.৫°সে (পরিসর ৯.২-৩৮.৭°সে) চাষের আওতায় থাকা জমি: ২.২ হাজার হেক্টর হেক্ট...	এরান্ডির প্রত্যাশিত ফলন: হেক্টর প্রতি আনুমানিক ৪৯৫ কেজি। এটি বেশ কিছু বিষয়ের ওপর ভিত্তি করে: স্বাভাবিকের চেয়ে বেশি বৃষ্টিপাতযুক্ত মৌসুমটি সম্ভবত ফসলের বৃদ্ধিতে সহায়তা করেছে; অধিকাংশ ফসলের জন্য প্রায়-উদাসীন মাটির পিএইচ মান অনুকূল।	# কৃষি ফলন বিশ্লেষণ এবং যাচাইকরণ নিম্নলিখিত প্রসঙ্গ তথ্যগুলো সাবধানে বিশ্লেষণ করুন: <প্রসঙ্গ_তথ্য> জেলা: হাসান, কর্ণাটক সাল: ১৯৯৩ ফসল: এরান্ডি (কাস্টর) মাটি: পিএইচ ৭.০ (প্রায়-উদাসীন), দোআঁশ মাটি, জৈব কার্বন ১৩.৫ গ্রাম/কেজি, নাইট্রোজেন ১.৩২ গ্রাম/কেজি আবহাওয়া: মোট বৃষ্টিপাত ১৫১৫ মিমি (জেলাটির ঐতিহাসিক গড়ের তুলনায় ...	# কৃষি ফলন বিশ্লেষণ এবং যাচাইকরণ ## ১. ফলন অনুমান ও যুক্তি প্রদত্ত প্রসঙ্গ তথ্য এবং কৃষি-জলবায়ু উপাত্ত বিশ্লেষণ করে হেক্টর প্রতি এরান্ডি (কাস্টর) ফসলের ফলন আনুমানিক ৪৯০ থেকে ৫১০ কিলোগ্রাম (গড়ে প্রায় ৫০০ কেজি/হেক্টর) হতে পারে বলে অনুমান করা হচ্ছে। এই অনুমানের পেছনের যুক্তিগুলো নিচে বিস্তারিভাবে আলোচনা করা হলো: ...	আমাকে হাসান জেলা, কর্ণাটকে ১৯৯৩ সালে এরান্ডি (কাস্টর) ফসলের ফলন অনুমান করতে হবে এবং প্রদত্ত অতিরিক্ত ইনপুট যাচাই করতে হবে। চলুন একে একে তথ্যগুলো বিশ্লেষণ করি। প্রথমে মাটির অবস্থা দেখি — পিএইচ ৭.০, প্রায়-উদাসীন। কাস্টরের জন্য এটা আদর্শ, কারণ কাস্টর ৬.০-৭.৫ পিএইচ পরিসরে ভালো হয়। দোআঁশ মাটি — ভালো নিষ্কাশন ও ধারণ ক্ষমত...	Castor	Hassan	true	হাসান কর্ণাটক ১৯৯৩ ক্যাস্টর ৪৯৫.৪৫ মিথ্যা সত্য	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and soil scientist specializing in semi-arid crop production in Karnataka, India. With over 20 years of field experience analyzing castor yield potentials based on historical soil chemistry and rainfall data, you posses...	false	Karnataka	1,993	495.45
District: Amreli, Gujarat Year: 1983 Crop: Cotton Soil: pH 7.4 (near-neutral), loamy texture, organic carbon 8.0 g/kg, nitrogen 0.95 g/kg Weather: 616mm total rainfall (close to the district's historical average), avg temp 26.3°C (range 7.1-45.5°C) Area under cultivation: 30.5 thousand hectares Estimate the cotton yiel...	Based on the soil and weather conditions described, cotton yield came in at about 272 kg/ha. This reflects several factors: rainfall was close to typical levels for this district; the near-neutral soil pH is favorable for most crops.	You are an agricultural expert specializing in cotton cultivation in Gujarat, India. Analyze the following historical dataset for Amreli district in 1983 to estimate the cotton yield. Input Data: District: Amreli, Gujarat Year: 1983 Crop: Cotton Soil: pH 7.4 (near-neutral), loamy texture, organic carbon 8.0 g/kg, ...	### Agronomic Analysis and Yield Estimation: Amreli District (1983) #### 1. Analysis of Conditions Soil Properties: * pH (7.4): The near-neutral soil is optimal for cotton cultivation. This pH range ensures that essential macronutrients and micronutrients remain bioavailable, preventing the toxicities or de...	Let me work through this systematically. The prompt asks me to analyze soil, weather, and cultivation data for cotton in Amreli, Gujarat, 1983, and estimate yield in kg/ha. First, let me look at the soil parameters. pH 7.4 — that's near-neutral, slightly alkaline but well within the optimal range for cotton (which is ...	Cotton	Amreli	true	Amreli Gujarat 1983 Cotton 272.13 false true	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and crop modeling specialist with 25 years of experience in Indian cotton cultivation, specifically within Gujarat's semi-arid regions. Based in Anand, you possess deep expertise in correlating historical soil chemistry...	false	Gujarat	1,983	272.13
District: Hyderabad, Telangana Year: 1987 Crop: Castor Soil: pH 7.0 (near-neutral), loamy texture, organic carbon 11.5 g/kg, nitrogen 1.31 g/kg Weather: 878mm total rainfall (somewhat above the district's historical average), avg temp 26.0°C (range 8.3-42.2°C) Area under cultivation: 22.5 thousand hectares Estimate the...	Based on the soil and weather conditions described, castor yield came in at about 169 kg/ha. This reflects several factors: the wetter-than-usual season likely supported crop growth; the near-neutral soil pH is favorable for most crops; note: soil values are estimated from the state average, not a direct measurement fo...	# Task: Estimate Castor Crop Yield Analyze the provided agricultural data for Hyderabad, Telangana (1987) to estimate the castor yield in kg/ha. Provide a detailed explanation of the reasoning behind your estimate, considering soil properties, weather conditions, and cultivation area. ## Input Data The following data...	# Castor Crop Yield Estimate: Hyderabad, Telangana (1987) Estimated Yield: 168.89 kg/ha ### Agronomic Analysis and Reasoning The estimation of castor yield for the 1987 growing season in Hyderabad is derived from a synthesis of edaphic conditions, climatic variables, and the technological baseline of the period....	Alright, let me work through this systematically. I'm looking at castor yield estimation for Hyderabad, Telangana, 1987. Let me break down what I have and what I know from decades of working with this kind of data. First, let me parse the input carefully. I've got soil data, weather data, cultivation area, and then th...	Castor	Hyderabad	true	Hyderabad Telangana 1987 Castor 168.89 true true	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and crop modeling specialist in your 50s, based in Hyderabad, Telangana. With decades of experience analyzing historical castor yield data, soil chemistry, and regional weather patterns, you possess deep expertise in co...	true	Telangana	1,987	168.89
A farmer in Rajkot, Gujarat is growing Castor in 2011. The topsoil has a pH of 7.2 (near-neutral) and is loamy in texture, with roughly 30% clay and 11.5 g/kg organic carbon. The growing season saw about 825mm of total rainfall, well above the district's historical average, and an average temperature of 26.3°C (ranging...	Based on the soil and weather conditions described, castor yield came in at about 2888 kg/ha. This reflects several factors: the wetter-than-usual season likely supported crop growth; the near-neutral soil pH is favorable for most crops; note: soil values are estimated from the state average, not a direct measurement f...	# Task: Castor Yield Estimation and Analysis Based on the specific agricultural conditions and data provided below for a farm in Rajkot, Gujarat (2011), please estimate the expected castor yield in kilograms per hectare (kg/ha) and provide a detailed explanation of your reasoning. ## Input Data The following context ...	1. Expected Yield: 2,887.5 kg/ha 2. Justification: The estimated yield reflects a bumper harvest scenario driven by the convergence of highly favorable edaphic and climatic factors specific to the 2011 season in Rajkot. The reasoning behind this projection is based on the following agronomic factors: * **Ra...	Let me work through this systematically. I need to estimate castor yield for Rajkot, Gujarat in 2011 based on the given agronomic and climatic data. First, let me look at the raw data sequence — there's a number there: 2887.5. That's likely the actual recorded or expected yield in kg/ha. Let me verify whether that mak...	Castor	Rajkot	true	Rajkot Gujarat 2011 Castor 2887.5 true true	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and soil scientist specializing in semi-arid crop production in Gujarat, India. With decades of field experience in Rajkot, you possess deep expertise in castor cultivation, soil chemistry, and climate-yield modeling. Y...	true	Gujarat	2,011	2,887.5
২০১৭ সালে পশ্চিমবঙ্গের ২৪ পরগনার একজন কৃষক তুলা চাষ করছেন। উপরিভাগের মাটির pH মান ৬.৭ (প্রায় প্রশম) এবং এটি পলিমাটি যুক্ত, যেখানে প্রায় ৩৬% কাদা এবং ১৬.২ গ্রাম/কেজি জৈব কার্বন রয়েছে। চলতি মৌসুমে মোট বৃষ্টিপাত হয়েছিল প্রায় ২৭০৯ মিমি, যা জেলার ঐতিহাসিক গড়ের চেয়ে অনেক বেশি, এবং গড় তাপমাত্রা ছিল ২৬.০°সে (৫.৯°সে থেক...	বর্ণিত মাটি ও আবহাওয়ার পরিস্থিতির ওপর ভিত্তি করে, তুলার ফলন দাঁড়িয়েছে প্রায় ৮৮৬ কেজি/হেক্টর। এটি বেশ কিছু বিষয়ের প্রতিফলন: স্বাভাবিকের চেয়ে বেশি বৃষ্টিপাত ফসলের বৃদ্ধিকে সমর্থন করেছে; মাটির প্রায় প্রশম pH মান অধিকাংশ ফসলের জন্য অনুকূল; দ্রষ্টব্য: মাটির মানগুলো এই জেলার সরাসরি পরিমাপের ওপর ভিত্তি করে নয়, বরং রাজ...	# ভূমিকা ও প্রেক্ষাপট আপনি একজন কৃষি বিশেষজ্ঞ হিসেবে কাজ করছেন। নিচে ২০১৭ সালে পশ্চিমবঙ্গের ২৪ পরগনায় তুলা চাষের একটি নির্দিষ্ট পরিস্থিতির বিস্তারিত বিবরণ এবং সংশ্লিষ্ট ডেটা দেওয়া হলো। ## প্রদত্ত তথ্যাবলী ২০১৭ সালে পশ্চিমবঙ্গের ২৪ পরগনার একজন কৃষক তুলা চাষ করছেন। উপরিভাগের মাটির pH মান ৬.৭ (প্রায় প্রশম) এবং এটি পলি...	১. ফলনের পূর্বাভাস প্রদত্ত আবহাওয়া ও মাটির উপাত্ত বিশ্লেষণ করে প্রতি হেক্টরে তুলার সম্ভাব্য ফলন ৮৮৫.৬৮ কেজি (kg/ha) হওয়ার পূর্বাভাস দেওয়া যেতে পারে। ২. যৌক্তিক ব্যাখ্যা এই পূর্বাভাসের পেছনে কৃষি-বিজ্ঞান ভিত্তিক প্রধান কারণগুলো নিচে বিস্তারিত আলোচনা করা হলো: * অত্যধিক বৃষ্টিপাত ও জলাবদ্ধতা: তুলা চাষ...	Okay, let me carefully analyze this cotton cultivation scenario in 24 Parganas, West Bengal, 2017. First, let me break down what I'm given: - Location: 24 Parganas, West Bengal - Crop: Cotton - Year: 2017 - Soil pH: 6.7 (near neutral) - Soil type: Alluvial with ~36% clay and 16.2 g/kg organic carbon - Rainfall: ~2709 ...	Cotton	24 Parganas	true	২৪ পরগনা পশ্চিমবঙ্গ ২০১৭ তুলা ৮৮৫.৬৮ সত্য সত্য	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist specializing in cotton cultivation in Eastern India, with decades of field experience in West Bengal's alluvial soil zones. You possess deep expertise in soil chemistry, climate impact analysis, and regional yield forec...	true	West Bengal	2,017	885.68
Given the following agricultural conditions for cotton cultivation in Kheda district, Gujarat, during 1977: soil pH of 7.4 (near-neutral soil, loamy texture), 8.8 g/kg soil organic carbon. Weather data for this year is unavailable for this district. About 64.9 thousand hectares are under cotton cultivation this year. W...	Expected cotton yield: approximately 186 kg per hectare. This reflects several factors: the near-neutral soil pH is favorable for most crops; note: weather data was not available for this year, so this estimate relies on soil and area alone.	# Task: Predict Cotton Yield Outcome and Influencing Factors Analyze the provided agricultural data for cotton cultivation in Kheda district, Gujarat, during 1977. Based on the available soil metrics and cultivation area, predict the likely yield outcome and identify the most critical influencing factors. Note that sp...	### Yield Prediction Based on the provided soil metrics, cultivation area, and historical context for Kheda district in 1977, the predicted cotton yield outcome is approximately 185–187 kg/ha. This estimate aligns with the numerical entry provided in the raw data (186.44), which corresponds to the expected produ...	Okay, let me work through this systematically. I'm looking at cotton cultivation data from Kheda district, Gujarat, 1977. I need to predict yield outcome and identify influencing factors, but I'm told weather data is unavailable. Let me break down what I actually have here. So the input data gives me: - Location: Khed...	Cotton	Kheda	false	Kheda Gujarat 1977 Cotton 186.44 false false	# Constraints The question you must answer is from a agriculture domain. You are a senior agronomist and crop modeling specialist with 25 years of experience in Gujarat's cotton belt. You possess deep expertise in historical soil science and yield prediction for semi-arid regions. Your background includes analyzing pre...	false	Gujarat	1,977	186.44

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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-india_crop_yield_qa

This dataset contains question-answer pairs predicting crop yields across various Indian districts based on specific agricultural conditions like soil pH, organic carbon, rainfall, and temperature. The samples cover multiple crops including cotton, maize, barley, and pulses from 1966 to 2015, with answers providing estimated yields in kg/ha and explaining influencing factors. Some entries note missing weather data or estimated soil values derived from state averages.