QoutiOussama13 / GeoForEco

An app to do climate monitoring over geospatial data

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GeoForEco

AI Earth Guardians

About

Our team, 'AI Earth Guardians,' has leveraged cutting-edge technology to create an innovative environmental monitoring system. This README provides an overview of our project, its purpose, and how it addresses critical environmental challenges.

Demo

Watch our project demo

Problem

Our project aims to address the critical problem of rapidly diminishing forests due to urbanization and various factors. This loss triggers economic, social, and environmental challenges, disrupting livelihoods, and exacerbating climate change.

Solution

We propose an environmental monitoring system that serves a threefold purpose:

  • In the short term, it offers real-time insights to local communities dependent on forests, safeguarding their livelihoods.
  • In the medium term, it aids environmental agencies and policymakers in making informed decisions to enhance forest conservation efforts.
  • In the long term, it contributes globally to climate change mitigation by reducing deforestation rates, ensuring a sustainable environment, and promoting a healthier planet.

How It Works

Our project is divided into three main parts:

  • Data Engineering: We gather and preprocess data from NASA's Copernicus dataset, specifically Harmonized Landsat Sentinel-2 (HLS) data.
  • AI-Machine Learning: We fine-tune the Pritvi Foundation model to monitor environmental changes in forests.
  • Deployment: We've developed a user-friendly interface that empowers users to input coordinates and a time range for monitoring.

Environmental Monitoring System

image

About

An app to do climate monitoring over geospatial data

License:Apache License 2.0


Languages

Language:Python 100.0%