precision-agriculture-dashboard

"Satellite-based Crop Health and Water Stress Analysis in Maharashtra using Sentinel-2" Interactive NDVI and NDWI dashboard for crop health monitoring using Sentinel-2 satellite imagery

Maharashtra District-Wise Crop Health Dashboard

NDVI + NDWI Precision Agriculture Monitoring — Sentinel-2

Live Demo: https://www.arcgis.com/apps/dashboards/c54fd0dea618477ca834637a32da652a If you are getting the ERROR please copy the link and open in your new Tab

Overview

Interactive dashboard for district-wise crop health and water stress detection across all 36 districts of Maharashtra using simulated ESA Sentinel-2 multispectral imagery.

Indices Used

• NDVI (Normalized Difference Vegetation Index) — B8/B4
• NDWI (Normalized Difference Water Index) — B3/B8

Features

• All 36 Maharashtra districts with real crop data
• Clickable district map with division colour coding
• Monthly NDVI/NDWI time series (Kharif 2024)
• Live pixel inspector on satellite map
• Threshold explorer for stress classification
• Python analysis code (rasterio + geopandas)

Tech Stack

Python · Sentinel-2 · NDVI · NDWI · GeoPandas · Rasterio · HTML5 · Canvas API