NASA POWER Soil Moisture Risk Engine

Climate risk reading from live backend signals, not static demo numbers.

This page now reads from the new backend endpoints for climate prediction and soil moisture. It combines weather, rainfall stress, temperature stress, and soil-water conditions into a single operational shock view.

POWER

Climate Feed

SMAP-ready

Soil Layer

45d

Risk Horizon

READY

Backend Status

Run Analysis

Sources shown in this page:

Esri World Imagery for high-clearance base mapping, NASA GIBS for latest science overlays, NASA POWER for climate variables, backend soil-moisture scoring, and AI Bhoomi climate heuristics.

Field Geotagging

Draw land boundary and tag the location

Map Ready

Mark a field polygon or place a point. The dashboard calculates the centroid, reverse-geocodes the coordinates, and brings village, tehsil, district, nearest IMD center, and climate signals into one decision view.

Geotag Snapshot

Village

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Tehsil

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District

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State

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Field Label

Draw a polygon to tag the land.

Operational Mapping

Centroid

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Nearest IMD Center

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Nearest OSCAR Station

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Geotag Source

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MMGIS Visual Monitor

Live monitor imagery inside the dashboard

Open Full MMGIS

This panel brings MMGIS imagery into the climate dashboard so farm context, GIBS overlays, plastic-waste tracking, and chemical-waste tracking can be reviewed in one operational surface.

Bridge Status

Loading

Archive Dates

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Monitor Layers

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Priority Imagery Tracks

Visual Layer Summary

Overall Climate Shock

Decision Layer

0

Score

Drought

0

Minimal

Flood

0

Minimal

Yield

0%

Factor 0.00

Advisory

Run the analysis to get live advisory text from the backend.

Operational Metrics

Past Temp Mean

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Past Rain

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Future Rain

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Temp Trend

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Soil Moisture Layer

Surface Moisture

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Rootzone Moisture

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Water Stress

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Status

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Soil Health Card

SMAP Ready

Moisture Anomaly

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Flood Saturation

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Health Score

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Data Source

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Soil Health Reading

Run the analysis to generate a soil-health interpretation from moisture, anomaly, and saturation signals.

SMAP / Soil Source Legend

NASA-fed / SMAP mode

Use this when the backend source shows `SMAP` or another live NASA-connected soil feed. These values represent real satellite-driven soil conditions.

Offline baseline mode

Use this when the backend source shows `offline-baseline`. The card still stays operational, but values are fallback placeholders for testing and UI continuity.

Current note: the dashboard will label the active soil source after each climate run.

Source Reading

Esri + GIBS Map

Esri gives the sharp satellite base while GIBS adds latest Earth-observation overlays such as true color, NDVI, precipitation, and temperature.

NASA POWER + Soil

Historical and forecast climate context combines with the new soil-water stress contract and is ready for SMAP integration.

AI Bhoomi Predictor

Combines rainfall, temperature, humidity, soil stress, and crop-specific yield factors.