Agriculture Field Health

Endpoints

Supported Crop Types

alfalfa, almonds, citrus, corn, cotton, grapes, potatoes, rice, soybeans, wheat

Supported Soil Types

clay, loam, peat, sand, silt

Supported Irrigation Types

center_pivot, drip, flood, furrow, sprinkler

Capabilities

Crop stress prediction (5 drivers: drought, heat, excess moisture, frost, nutrient), Irrigation optimization (14-day schedule, Kc-based ET calculation), Frost risk analysis (7-day probability, historical frost dates, GDD tracking), Field subsidence monitoring (InSAR proxy, drainage impact), Flood exposure assessment (GloFAS discharge proxy), Yield impact estimation (stress + frost + flood integration), Parametric insurance trigger proximity (drought, excess rain, frost, heat, hail), Groundwater depth and recharge tracking (USGS NWIS proxy), Soil moisture profiling (surface, root zone, deep -- SMAP + GNSS-IR proxy)

Data Sources

Open-Meteo Forecast + Historical, USGS NWIS Groundwater, NASA SMAP L3 Soil Moisture (9km), GNSS-IR Soil Moisture (R2=0.968), GloFAS River Discharge Forecasts, InSAR Sentinel-1 Subsidence, ERA5 Historical Climate Normals (80+ years)

Parametric Triggers

{
  "status": "ok",
  "engine": "deepmap_ag_intelligence_v1",
  "endpoints": {
    "assessment": "POST /api/v1/agriculture/field/assessment -- full field intelligence ($0.50/field)",
    "irrigation": "POST /api/v1/agriculture/field/irrigation -- irrigation optimization ($0.25/field)",
    "risk": "POST /api/v1/agriculture/field/risk -- crop insurance risk scoring ($0.50/field)",
    "batch": "POST /api/v1/agriculture/field/batch -- batch field assessment ($0.25/field)",
    "crop_types": "GET /api/v1/agriculture/field/crop-types -- supported crops (free)"
  },
  "supported_crop_types": [
    "alfalfa",
    "almonds",
    "citrus",
    "corn",
    "cotton",
    "grapes",
    "potatoes",
    "rice",
    "soybeans",
    "wheat"
  ],
  "supported_soil_types": [
    "clay",
    "loam",
    "peat",
    "sand",
    "silt"
  ],
  "supported_irrigation_types": [
    "center_pivot",
    "drip",
    "flood",
    "furrow",
    "sprinkler"
  ],
  "capabilities": [
    "Crop stress prediction (5 drivers: drought, heat, excess moisture, frost, nutrient)",
    "Irrigation optimization (14-day schedule, Kc-based ET calculation)",
    "Frost risk analysis (7-day probability, historical frost dates, GDD tracking)",
    "Field subsidence monitoring (InSAR proxy, drainage impact)",
    "Flood exposure assessment (GloFAS discharge proxy)",
    "Yield impact estimation (stress + frost + flood integration)",
    "Parametric insurance trigger proximity (drought, excess rain, frost, heat, hail)",
    "Groundwater depth and recharge tracking (USGS NWIS proxy)",
    "Soil moisture profiling (surface, root zone, deep -- SMAP + GNSS-IR proxy)"
  ],
  "data_sources": [
    "Open-Meteo Forecast + Historical",
    "USGS NWIS Groundwater",
    "NASA SMAP L3 Soil Moisture (9km)",
    "GNSS-IR Soil Moisture (R2=0.968)",
    "GloFAS River Discharge Forecasts",
    "InSAR Sentinel-1 Subsidence",
    "ERA5 Historical Climate Normals (80+ years)"
  ],
  "parametric_triggers": {
    "drought": "Standardized Precipitation Index < -1.5",
    "excess_rain": "Cumulative precipitation > 200 mm in 7 days",
    "frost": "Minimum temperature < -2 C during growing season",
    "heat": "Maximum temperature > 38 C for 3+ consecutive days",
    "hail": "SWDI severe storm detection within 25 km"
  }
}