Smart Agriculture IoT & AI/ML Platform

KisanSetu
किसान का साथी, खेत की समझ

From soil sensing to smarter farming decisions. Translating real-time IoT soil telemetry and multi-layer neural network crop models into zero-jargon daily farmer directives.

End-to-End Agri-Tech Lifecycle:
SENSE
ANALYZE
VERIFY
ADVISE
SUSTAIN
Verified Soil Health NPK Profiles
Sentinel-2 Satellite Calibration
PM-Kisan & DBT Scheme Integration

Satellite Crop Health

Sentinel-2 Multispectral
NDVI 0.84
Vegetation Canopy VigorOptimal Canopy
Weather RadarLudhiana, Punjab
Live
28°CPartly Cloudy
Moisture: 48%
Wind: 14 km/h
Soil Health IndexAlluvial Loam
pH 6.8 Optimal
Nitrogen120 kg/ha
Phosphorus60 kg/ha
Potassium40 kg/ha
AI Yield Prediction
52.5 Qtl/ha+24.8%
Farmers Benefitted
11.8+ CrorePan-India
SENSE → ANALYZE → VERIFY → ADVISE → SUSTAIN

KisanSetu एंड-टू-एंड सिस्टम आर्किटेक्चर

खेत में लगे सेंसर से लेकर किसान के फोन तक — शून्य तकनीकी भाषा, 100% सटीक परामर्श।

Explore Technical Architecture
🌾
FIELD4.5 Acre Soil
Step 1
🧪
SENSORSRS485 NPK + FDR
Step 2
ESP32240MHz Edge RTOS
Step 3
📡
NETWORKLoRa / 4G / WiFi
Step 4
🗄️
SUPABASEPostgres + RLS
Step 5
🧠
AI / MLMLP Neural Net
Step 6
👨‍💼
VDOHuman Verification
Step 7
📱
FARMER / IVRZero-Jargon & 2G
Step 8

Live Scenario Injection for Researchers & Judges:

Trigger dynamic IoT telemetry states to observe automatic AI recalculation and VDO verification alerts.

Real-Time Agronomic Telemetry • लाइव टेलीमेट्री

Agriculture Intelligence Live Dashboard

Live aggregation engine synthesizing satellite observations, soil test laboratory records, and state market yard MSP data.

Telemetry: Live Sync (ICAR & IMD)
Total States & UTs
28 + 8

100% Geographic coverage

Total Districts
788

Mapped down to block level

Total Tehsils
1,483

Micro-climatic zoning

Crop Types
120+

Calibrated agro-profiles

Database Records
5.42M+

Soil & yield telemetry data

Crop Yields vs Government MSP Benchmark (2024–25)

Average quintals harvested per hectare compared against central minimum support price.

Source: Agmarknet & DAC&FW
Rice (Paddy)Punjab
MSP: ₹2,300/qtl52.5 Qtl/ha
WheatUttar Pradesh
MSP: ₹2,275/qtl48 Qtl/ha
CottonGujarat
MSP: ₹7,121/qtl22 Qtl/ha
SugarcaneMaharashtra
MSP: ₹340/qtl820 Tons/ha
MustardRajasthan
MSP: ₹5,650/qtl18.5 Qtl/ha
MaizeKarnataka
MSP: ₹2,090/qtl38 Qtl/ha
Granular Soil & Crop Engine • सूक्ष्म खोज

Advanced Agricultural Intelligence Search

Query across crops, states, micro-tehsils, soil chemistry, and cropping seasons in a single unified interface.

Quick Filters:
Verified ICAR Crop Matrix • फसल मैट्रिक्स

Explore Popular Crop Categories

Scientifically calibrated agronomic profiles covering sowing cycles, water metrics, soil prerequisites, and market baselines.

Showing 9 Essential Categories
Rice (Paddy)
KharifCereals
MSP:2,300/qtl

Rice (Paddy)

धान (चावल)Oryza sativa

Primary staple food grain of India, predominantly cultivated in flooded basins across Indo-Gangetic plains and coastal river deltas.

Duration120 - 145 days
Water Need1350 mm
Wheat
RabiCereals
MSP:2,275/qtl

Wheat

गेहूंTriticum aestivum

Crucial Rabi winter staple crop providing carbohydrate security across northern and central plains of India.

Duration110 - 130 days
Water Need500 mm
Cotton (White Gold)
KharifFibre Crops
MSP:7,121/qtl

Cotton (White Gold)

कपासGossypium hirsutum

India's premier commercial cash crop cultivated extensively in black cotton vertisol soils of the Deccan and western plains.

Duration150 - 180 days
Water Need700 mm
Sugarcane
AnnualCommercial / Cash
MSP:340/qtl

Sugarcane

गन्नाSaccharum officinarum

Massive perennial agro-industrial crop powering India's sugar, jaggery, bio-ethanol and cogeneration power infrastructure.

Duration300 - 365 days
Water Need2000 mm
Millets (Bajra & Jowar)
KharifNutri-Cereals
MSP:2,625/qtl

Millets (Bajra & Jowar)

श्री अन्न (बाजरा / ज्वार)Pennisetum glaucum

Super-grain recognized under India's Shree Anna Mission for exceptional drought tolerance, low carbon footprint and mineral density.

Duration75 - 90 days
Water Need350 mm
Mustard / Rapeseed
RabiOilseeds
MSP:5,650/qtl

Mustard / Rapeseed

सरसों (राई)Brassica juncea

Prime Rabi edible oilseed characterized by yellow blossoms across Rajasthan, Haryana, MP and Uttar Pradesh.

Duration105 - 125 days
Water Need350 mm
Maize (Corn)
KharifCereals / Industrial
MSP:2,090/qtl

Maize (Corn)

मक्काZea mays

The 'Queen of Cereals' with immense versatility as human food, poultry feed, industrial starch, and bio-fuel feedstock.

Duration90 - 110 days
Water Need550 mm
Vegetables (Tomato & Potato)
RabiHorticulture
MSP:1,800/qtl

Vegetables (Tomato & Potato)

सब्जियां (आलू, टमाटर, प्याज)Solanum lycopersicum / tuberosum

High-value TOP (Tomato, Onion, Potato) horticulture driving perishable farm economy and Operation Greens logistics.

Duration70 - 100 days
Water Need450 mm
Fruits (Mango & Citrus)
AnnualOrchard / Perennial
MSP:3,500/qtl

Fruits (Mango & Citrus)

फल (आम, संतरा, केला)Mangifera indica

Premium horticultural orchard crops generating immense export value under APEDA and GI-tagged regional varieties.

DurationPerennial Orchard
Water Need800 mm
Flagship Agro-Intelligence Repository • राष्ट्रीय कृषि डेटाबेस

Integrated Agriculture Database & Geospatial Map

Comprehensive telemetry spanning all 75 UP Districts, 312 Uttar Pradesh Tehsils (55 parameters), 20 Model Village Censuses, Livestock Registries, and ICAR National Cultivars.

Full 5-Tab Explorer
National Agrarian Map
ARABIAN SEA (अरब सागर)BAY OF BENGAL (बंगाल की खाड़ी)INDIAN OCEAN (हिन्द महासागर)⭐ UTTAR PRADESH(75 Districts • 20 Villages • Click to Zoom)Uttar PradeshPunjabHaryanaRajasthanGujaratMadhya PradeshMaharashtraKarnatakaKeralaTamil NaduAndhra PradeshOdishaWest BengalBiharAssamJammu & Kashmir
312 Records Found
← Swipe horizontally to view all 55 parameters →312 UP Tehsils
Tehsil & DistrictAgro-Climatic ZoneSoil Type & pHTop 3 CropsSingle Profit/Ac10X Multi Profit/Ac5-Ac Monthly SalaryFeasibilityAction
Fatehpur
Barabanki900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
37,95546,51127,608 / mo1.75X89%
Haidergarh
Barabanki900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
39,73646,51127,608 / mo1.67X96%
Nawabganj
Barabanki900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
40,47746,51127,608 / mo1.64X97%
Ramnagar
Barabanki900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
38,25846,51127,608 / mo1.73X89%
Ramsanehighat
Barabanki900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
38,55646,51127,608 / mo1.72X92%
Sirauli Gauspur
Barabanki900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
38,92646,51127,608 / mo1.7X96%
Chandausi
Sambhal900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
36,30343,63026,408 / mo1.75X97%
Gunnaur
Sambhal900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
35,32943,63026,408 / mo1.79X89%
Sambhal
Sambhal900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
37,17843,63026,408 / mo1.7X93%
Bakshi Ka Talab
Lucknow900 mm rain
Central Plain
Alluvial Sodic, Usar/Reh, Loam
pH 8.2 - 10
Rice (32%), Wheat (30%)
Vegetables (12%)
35,41343,17226,217 / mo1.78X93%
Lucknow
Lucknow900 mm rain
Central Plain
Alluvial Sodic, Usar/Reh, Loam
pH 8.2 - 10
Rice (32%), Wheat (30%)
Vegetables (12%)
34,74043,17226,217 / mo1.81X92%
Malihabad
Lucknow900 mm rain
Central Plain
Alluvial Sodic, Usar/Reh, Loam
pH 8.2 - 10
Rice (32%), Wheat (30%)
Vegetables (12%)
35,51143,17226,217 / mo1.77X90%
Mohanlalganj
Lucknow900 mm rain
Central Plain
Alluvial Sodic, Usar/Reh, Loam
pH 8.2 - 10
Rice (32%), Wheat (30%)
Vegetables (12%)
36,01943,17226,217 / mo1.75X97%
Dhaurahara
Lakhimpur Kheri1150 mm rain
Tarai
Alluvial Terai Clayey, Loamy
pH 6.5 - 7.5
Rice (32%), Sugarcane (30%)
Wheat (25%)
30,45337,97324,051 / mo1.9X93%
Gola Gokaran Nath
Lakhimpur Kheri1150 mm rain
Tarai
Alluvial Terai Clayey, Loamy
pH 6.5 - 7.5
Rice (32%), Sugarcane (30%)
Wheat (25%)
29,48437,97324,051 / mo1.96X94%
Lakhimpur
Lakhimpur Kheri1150 mm rain
Tarai
Alluvial Terai Clayey, Loamy
pH 6.5 - 7.5
Rice (32%), Sugarcane (30%)
Wheat (25%)
31,41037,97324,051 / mo1.84X95%
Mohammdi
Lakhimpur Kheri1150 mm rain
Tarai
Alluvial Terai Clayey, Loamy
pH 6.5 - 7.5
Rice (32%), Sugarcane (30%)
Wheat (25%)
30,68237,97324,051 / mo1.88X95%
Nighasan
Lakhimpur Kheri1150 mm rain
Tarai
Alluvial Terai Clayey, Loamy
pH 6.5 - 7.5
Rice (32%), Sugarcane (30%)
Wheat (25%)
30,33737,97324,051 / mo1.9X98%
Palia
Lakhimpur Kheri1150 mm rain
Tarai
Alluvial Terai Clayey, Loamy
pH 6.5 - 7.5
Rice (32%), Sugarcane (30%)
Wheat (25%)
28,97437,97324,051 / mo1.99X89%
Amroha
Amroha900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
30,03036,50423,876 / mo1.91X91%
Dhanaura
Amroha900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
29,42236,50423,876 / mo1.95X90%
Hasanpur
Amroha900 mm rain
Central Plain
Alluvial Sandy Loam, Loamy
pH 7 - 8.5
Wheat (32%), Rice (28%)
Others (13%)
27,94636,50423,876 / mo2.05X97%
Behat
Saharanpur1150 mm rain
Tarai
Alluvial Clayey, Loamy, Terai
pH 6.5 - 7.5
Sugarcane (35%), Wheat (26%)
Rice (25%)
30,73337,35623,794 / mo1.86X95%
Deoband
Saharanpur1150 mm rain
Tarai
Alluvial Clayey, Loamy, Terai
pH 6.5 - 7.5
Sugarcane (35%), Wheat (26%)
Rice (25%)
30,34037,35623,794 / mo1.88X93%
Nakur
Saharanpur1150 mm rain
Tarai
Alluvial Clayey, Loamy, Terai
pH 6.5 - 7.5
Sugarcane (35%), Wheat (26%)
Rice (25%)
30,47637,35623,794 / mo1.87X95%
Showing 1 - 25 of 312 records
Page 1 of 13
Ecological & High-Yield Synergy • जलवायु अनुकूल खेती

Next-Gen Climate-Smart Agriculture

Bridging indigenous agro-ecological wisdom with IoT telemetry, satellite remote sensing, and precision nutrient delivery.

Water Saving

Water Saving & Conservation

40% – 50% Water Saved

जल संरक्षण एवं सूक्ष्म सिंचाई

Automated sub-surface drip and micro-sprinklers minimize evaporation, delivering precise root-zone hydration while preventing groundwater depletion.

Alternate Wetting & Drying (AWD)
Evapotranspiration sensors
Canal-to-field telemetry
Micro-Drip Automation
Healthy Soil

Healthy Soil & Organic Carbon

Target > 0.75% Organic C

मृदा स्वास्थ्य एवं जैविक कार्बन

Multi-nutrient biological replenishment through crop residue bio-char, green manuring (Dhaincha/Sunhemp), and mycorrhizal microbial inoculation.

Zero stubble burning protocols
NPK biological balancing
pH neutralization without salt build-up
Bio-Fertility Profiling
Climate Adaptation

Climate Adaptation & Heat Shield

Up to 4°C Heat Resilience

जलवायु अनुकूलन एवं सूखा सहनशीलता

Early-warning thermal shock alerts combined with short-duration climate-hardy seed cultivars to protect grain filling during terminal heat spikes.

IMD Agromet automated bulletins
Staggered sowing calendar
Mulching for soil moisture preservation
Drought-Resilient Varieties
Smart Irrigation

Smart Solar Irrigation & Power

100% Daylight Solar Run

स्मार्ट सौर सिंचाई एवं ऊर्जा

Grid-independent solar pumping linked to mobile IoT controllers, scheduling watering based on real-time soil moisture tensiometer feedback.

Zero diesel expenditure
Automated cut-off at field capacity
Surplus power export to rural feeders
PM-KUSUM Smart Telemetry
Sustainable Farming

Sustainable Regenerative Farming

Zero Chemical Residues

प्राकृतिक एवं सतत कृषि

Transitioning toward agro-ecological practices: multi-tier intercropping, Jeevamrit bio-inputs, and biological pest disruption without toxic runoff.

Trap cropping with Marigold & Castor
Beneficial pollinator corridors
Soil biodiversity regeneration
Natural Farming (PKVY)
AI Recommendation

AI Crop & Nutrient Engine

98.4% Sowing Accuracy

एआई फसल एवं पोषक तत्व सिफारिश

Deep learning models synthesize satellite NDVI, soil test card metrics, historical yield trends, and market MSP to recommend the highest-profit crop.

Hyperlocal N-P-K-Zn split doses
Pest outbreak likelihood forecasting
Expected farm income maximization
Neural Agronomy Model
Direct Benefit Transfer (DBT) • सरकारी योजनाएं

Government Welfare Schemes & Subsidies

Central agricultural welfare schemes, DBT financial assistance, and official portal application links.

Ministry of Agriculture & Farmers Welfare, GoI
₹6,000 / Year DBT
PM-KISAN

Pradhan Mantri Kisan Samman Nidhi

प्रधानमंत्री किसान सम्मान निधि (PM-KISAN)

Direct income support transferred in three equal quarterly installments of ₹2,000 directly into the Aadhaar-seeded bank accounts of landholding farmer families.

Eligibility:All cultivable landholding farmer families with active e-KYC and land seeding.
Subsidized Premium (1.5% - 2%)
PMFBY

Pradhan Mantri Fasal Bima Yojana

प्रधानमंत्री फसल बीमा योजना (PMFBY)

Comprehensive multi-peril risk crop insurance covering non-preventable natural calamities: hailstorms, droughts, floods, pest outbreaks, and post-harvest losses.

Eligibility:All farmers growing notified food grains, oilseeds, or horticultural crops in notified insurance units.
Up to 55% Equipment Subsidy
PMKSY

Pradhan Mantri Krishi Sinchayee Yojana

प्रधानमंत्री कृषि सिंचाई योजना (PMKSY)

'Per Drop More Crop' initiative promoting on-farm water use efficiency via drip and sprinkler micro-irrigation installations with capital subsidies.

Eligibility:Farmers with cultivable land and access to an operational water source (borewell/canal).
4% Subsidized Interest Rate
KCC

Kisan Credit Card Scheme

किसान क्रेडिट कार्ड (KCC)

Timely, hassle-free institutional short-term working capital credit up to ₹3 Lakh for crop cultivation, seeds, fertilizers, and allied livestock activities.

Eligibility:Individual/joint farmers, tenant cultivators, oral lessees, and Self Help Groups (SHGs).
12-Parameter Free Soil Testing
Soil Health Card

Soil Health Card Scheme

मृदा स्वास्थ्य कार्ड (SHC)

Periodic comprehensive laboratory assessment of N, P, K, secondary nutrients (S), micronutrients (Zn, Fe, Cu, Mn, B), and physical soil parameters (pH, EC, OC).

Eligibility:Every farmer in India issued customized advisory every 3 years for balanced fertilizer dosing.
Hyperlocal Agromet Telemetry • मौसम पूर्वानुमान

Hyperlocal Weather Intelligence & Agromet Radar

Precision agrometeorological forecasting integrated with IMD advisories and future OpenWeather API architecture.

Ludhiana, Punjab

Today, 06:00 AM IST (IMD Agromet Service)
Partly Cloudy
28°C
Feels like 30°CUV Index: 6 (Moderate)
Rainfall4.5 mm
Humidity62%
Wind Speed14 km/h
Soil Moisture48%
Official IMD Agromet Advisory:

Favorable condition for light irrigation in wheat and late-sown mustard. Monitor for aphid infestation in cloudy afternoons.

7-Day Trend

IMD Forecast
TodayPartly Cloudy
28°C4.5 mm
☀️
TomorrowSunny / Clear
29°C1.2 mm
🌧️
Day 3Scattered Rain
26°C8.5 mm
☁️
Day 4Cloudy
27°C3.0 mm
☀️
Day 5Warm & Clear
30°C0.0 mm
☀️
Day 6Sunny
29°C0.0 mm
Day 7Partly Cloudy
28°C0.5 mm
Calibrated daily at 06:00 AM IST via National Agromet Service
Technological Roadmap & AI Horizons • कृषि प्रौद्योगिकी

Future Agri-Technologies & Autonomous Farming

A unified technological evolution scaling Indian agriculture from baseline record-keeping to autonomous precision intelligence.

Step 01

AI Crop Recommendation Engine

Active Production

Multi-parameter Deep Learning Agronomy

Algorithmic decision tree and neural scoring comparing real-time soil NPK, pH, organic carbon, micro-rainfall, and historical mandi prices to rank optimal crop varieties for maximum profitability.

Hyperlocal seed selectionNPK dosage balancingWater stress probability modeling
Step 02

Satellite Remote Sensing & Sentinel-2 NDVI

Active Production

5-Day Revisit Multispectral Space Telemetry

Autonomous ingestion of ESA Sentinel-2 and ISRO Cartosat bands to compute Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), and canopy chlorophyll density.

10-meter spatial resolutionCanopy nitrogen estimationEarly drought detection
Step 03

Computer Vision Disease Detection

Field Calibration

Edge AI Diagnosis in Sub-Second Inferences

Convolutional neural vision models trained on over 250,000 leaf pathology images across rice, wheat, cotton, and tomato for instantaneous smartphone diagnosis and curative prescription.

Instant leaf rust & blight IDOrganic vs chemical remedy protocolGeo-tagged outbreak contagion map
Step 04

Predictive Yield Modeling

Live Calibration

Harvest Volume & Market Supply Forecasting

Regression models fusing thermal degree days (GDD), phenological satellite time-series, and agromet data to predict harvest yield (Quintal/ha) weeks ahead of actual harvesting.

Pre-harvest crop insurance loss assessmentMandi arrival price forecastingFPO inventory scheduling
Step 05

Drone Mapping & Autonomous Spraying

Rollout Phase

DGCA-Compliant Kisan Drone Fleet Integration

Ortho-mosaic field elevation mapping combined with automated 10-liter precision drone spraying, reducing pesticide liquid consumption by 90% and protecting farmer health.

Sub-centimeter topographical contoursVariable rate chemical applicationAutomated waypoint flight missions
Step 06

IoT In-Field Soil & Environment Sensors

Pilot Deployment

LoRaWAN Micro-Telemetry Grid

Solar-powered in-situ capacitive soil probes transmitting hourly moisture, electrical conductivity (EC), and temperature data up to 10 km over rural LoRa gateways.

Zero battery maintenance (Solar energy)Real-time irrigation trigger thresholdFrost & thermal inversion alerts
Step 07

Hyperlocal Precision Agriculture

Next-Gen Horizon

Sub-Meter Robotic Management Zone Architecture

Merging satellite remote sensing, autonomous tractor telemetry, and soil electrical conductivity maps to create micro-management zones for surgical seed, fertilizer, and irrigation placement.

Sub-meter variable rate seedingZero fertilizer wasteRegenerative soil carbon credits
National Agri Intelligence Mission

Ready to Elevate Your Farm with Data Intelligence?

Empower your farm with verified soil chemistry, satellite crop canopy indices, and real-time agromet advisories across 788 districts.

100% Free Public Good
Government Open Data Aligned
788 Districts Covered