AI-powered precision agriculture platform featuring NDVI satellite analysis, crop stress detection, and automated land record extraction for smarter farming
Geospatial machine learning pipeline to detect and quantify urban expansion in Surat (India) using multi-temporal Landsat imagery. Implements NDVI/NDBI-based weak supervision, Random Forest classification, confidence-filtered change detection, and directional growth analysis.
Streamlit dashboard for crop mapping validation using survey points and NDVI
A modular geospatial intelligence pipeline for high-precision assessment of rooftop solar energy viability — powered by Sentinel-2 multispectral imagery, MODIS thermal data, and building-level suitability scoring.
Geospatial dashboard for urban environmental analysis using satellite derived indicators NDVI and NDBI
Complemento para o QGIS focado na extração e análise de séries temporais de índices de vegetação (NDVI) integrando dados da plataforma Satveg
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