Sourav Dey

Hi,

I'm Sourav Dey, a geospatial explorer with a passion for remote sensing technology in agriculture and the impact of climate change on glaciers. I am dedicated to exploring the endless possibilities of artificial intelligence (AI) and machine learning (ML) in the earth sciences. With hands-on experience in GIS software and programming languages such as R, Python, and JavaScript (Google Earth Engine). I contribute to solving climate-induced environmental impacts by leveraging emerging remote sensing technology.

Research Interest

Geospatial Modeling in Precision Agriculture.
• EO based-ML Prediction Model for Hazard Vulnerability and Risk Assessment.
• Climate Change Impact Analysis over Global and Regional Environments.
• Remote Sensing and GIS Modeling Application in Cryosphere.

Projects using Remotely Sensed Data

Real-time Cop Acreage, Shoe & Harvested Area, and Health Estimation.

Crop Yield Prediction using Machine Learning

Hazard Monitoring and Assessment (Landslide, Forest-Fire, Flood, Heatwave, Drought)

Study of Fog Incidence in Delhi region using Aerosol Optical Depth Data

Glacier Retreat, Energy Balance Analysis

Crime Hotspot Zone mapping at Taluka level (using dummy data)

Glacier Mass Balance Estimation Using Accumulation Area Ratio of Zanskar Himalaya, India.

Landslide Vulnerability and Road Risk Assessment with Costing: An Interactive Dashboard for Threat Visualization.

Drought Monitoring and impact on vegetation Health

Cyclone monitoring dashboard using ArcGIS Online

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