GeoAI by Abhijeet Sarkar

A Cloud-Based Web Application for Satellite Image Water Body Detection, Segmentation, and Visualization Using Advanced Deep Learning Techniques and the Google Earth Engine API in Water Resource Management

THIS PROJECT

Submitted by
ABHIJEET SARKAR (30019122010)

Supervised by
Dr. Asim Ratan Ghosh,
Principal Scientist, Department of Science and Technology and Biotechnology, Government of West Bengal

in partial fulfillment for the award of the degree
M.Tech in Geoinformatics

YEAR: 2024
Department of Science and Technology and Biotechnology, Government of West Bengal
&
Department of Information Technology
Maulana Abul Kalam Azad University of Technology, West Bengal
Simhat, Haringhata, Nadia
Pin-741249

Water Body Segmentation

This application segments water bodies from satellite images, aiding in the monitoring and management of water resources.

How to use: Explore the map to view segmented water bodies. Use the tools to analyze changes and gather detailed information on specific water bodies.

Water Body Segmentation

Cumulative Precipitation

This application provides cumulative precipitation data for West Bengal, helping users analyze rainfall patterns over time and predict future weather conditions. It supports informed decision-making in agriculture and water resource management.

How to use: Explore the interactive map to view cumulative precipitation data. Use the timeline to analyze historical trends and predict future precipitation.

Cumulative Precipitation

Flood Monitoring

This application monitors flood-prone areas in West Bengal, providing real-time updates on flood risks. It helps authorities and residents prepare and respond effectively during flood events.

How to use: Explore the map to check current flood warnings. Use historical data to analyze flood patterns and assess risk areas.

Flood Monitoring

Weather Map

This Weather Map displays current weather conditions and forecasts real-time updates. It includes temperature, wind speed, and humidity data, helping users plan activities and understand local weather patterns.

How to use: Interact with the map to view weather conditions across different regions. Click on map markers for detailed weather information at specific locations.

Weather Map

Weather App

This Weather App offers detailed weather forecasts, including temperature, humidity, and wind speed. It's designed to provide users with the most accurate and up-to-date weather information.

How to use: Enter your location to get detailed weather forecasts. Use the navigation tools to check the weather for different times and dates.

Weather App