Vigil Agro
Field Intelligence Reports

Satellite-verified crop intelligence from live farms.

Every report below is generated from real Sentinel-2 satellite data, real farm coordinates, and real agronomic findings. No simulations. No synthetic data.

LIVEForensic Analysis
Palm Oil · Odisha Coast, India (Ganjam district approx.)

Cloud Cover — Current Monitoring Paused — High Confidence

Monsoon cloud blackout active. Last valid observation 2026-05-14 (NDVI 0.410). SAR confirms canopy stable. Banana pseudostem decomposition stress in north zones — anaerobic soil pockets, not waterlogging. No anomaly flagged.

Published May 16, 2026
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Key findings
  • Probable cause: Cloud Cover — Current Monitoring Paused
  • Confidence: high
  • Anomaly severity: normal
  • Scenes analysed: 2026
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
ANOMALYForensic Analysis
Palm Oil · Odisha Coast, India (Ganjam district approx.)

Monsoonal cloud cover — 16+ weeks unobservable — Low Confidence

Satellite optical monitoring of the Odisha palm oil plantation is currently impossible due to persistent monsoonal cloud cover. The farm entered a critical observation gap on 2026-...

Published May 5, 2026
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Key findings
  • Probable cause: Monsoonal cloud cover — 16+ weeks unobservable
  • Confidence: low
  • Anomaly severity: critical
  • Scenes analysed: 2026
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
LIVEForensic Analysis
Palm Oil · andhara

none — current period cloud-blocked, no anomaly detectable — Low Confidence

The current monitoring period for palm_oil_plantation_andhara is entirely cloud-blocked, with 0% of the current season s weeks yielding usable satellite data. No NDVI, EVI, or NDRE...

Published May 4, 2026
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Key findings
  • Probable cause: none — current period cloud-blocked, no anomaly detectable
  • Confidence: low
  • Anomaly severity: normal
  • Scenes analysed: 2026
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
ANOMALYForensic Analysis
Palm Oil · Odisha Coast, India (Ganjam district approx.)

Rhinoceros Beetle infestation and potential Ganoderma BSR — High Confidence

Historical NDVI data indicates a long-term decline in plant health, averaging significantly below the healthy baseline of 0.83 in recent months. The North-West Corner of the farm (...

Published May 3, 2026
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Key findings
  • Probable cause: Rhinoceros Beetle infestation and potential Ganoderma BSR
  • Confidence: high
  • Anomaly severity: critical
  • Scenes analysed: 2026
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
LIVEForensic Analysis
Orange · Gujrat

N/A — High Confidence

The data across the analyzed time frame indicates no anomalies in crop health. NDVI baseline values have remained stable around 0.3, which is typical for the seasonal growth stage ...

Published May 3, 2026
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Key findings
  • Probable cause: N/A
  • Confidence: high
  • Anomaly severity: normal
  • Scenes analysed: 2026
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
ACTION REQUIREDField Inspection Brief
Oil Palm · Odisha Coast, India

Stress Zone GPS Waypoints & Field Inspection Guide

Two satellite-identified stress zones mapped with GPS coordinates for physical inspection on May 6, 2026. Includes satellite overlay map, step-by-step inspection checklist, differential disease diagnosis, and what to photograph.

Published May 2, 2026
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Key findings
  • Zone 1 (NW corner): NDVI 0.27–0.39 — critical, inspect crown for beetle
  • Zone 2 (east strip): NDVI 0.34–0.43 — check trunk base for Ganoderma
  • GPS waypoints clickable to Google Maps
  • Post-visit response pathway and treatment options included
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
LIVEForensic Retrospective
Oil Palm · Odisha Coast, India

Disease & Yield Forensic Analysis

Retrospective satellite analysis of a 10-acre oil palm plantation. First stress signal detected August 20, 2025 — 8.5 months before harvest. Double-wave damage event confirmed via Sentinel-2 NDVI/EVI/NDRE.

Published May 2, 2026
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Key findings
  • First satellite signal: August 20, 2025
  • Confirmed second wave: October 15, 2025
  • Actual yield: 5.5 tonnes from 10 acres
  • 246 Sentinel-2 scenes analysed (2021–2025)
Data sources
Sentinel-2 L2A · ESA Copernicus · Microsoft Planetary Computer · ECMWF 16-day weather · Open-Meteo ERA5 reanalysis
Coming soon

Junnar Vineyard (Maharashtra grapes) · Sahyadri Farms · Ghana vegetable pilot · Kenya coffee expansion

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