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🌿 Green Guardian: AI-Powered Environmental Intelligence Platform
Project Overview
Green Guardian is a cutting-edge environmental monitoring dashboard designed to analyze specific geographic regions (States, Districts, or Cities) using real-time satellite data. By combining Google Earth Engine (GEE) for raw data processing and Google Gemini AI for intelligent reasoning, the platform provides actionable insights into environmental risks like deforestation and urban heat islands.

How It Works
Smart Geolocation: The user searches for a location (e.g., "Coimbatore District"). The system automatically retrieves the official administrative boundary (polygon) from OpenStreetMap.

Satellite Scanning: The backend connects to Sentinel-2 and Landsat-8 satellites to analyze the region for:

Urban Heat: Surface temperature anomalies.

Deforestation: Vegetation health (NDVI) loss.

Plantation Scope: Identifying open lands suitable for reforestation.

Hotspot Detection: The system pinpoints specific coordinates (Lat/Long) that are "critical." It intelligently adjusts precision:

State Level: Finds the top 15 critical zones.

District Level: Finds the top 7 critical zones.

Local Level: Finds the top 5 critical zones.

GenAI Insights: The satellite data is fed into Google Gemini (Vertex AI), which generates a human-readable report recommending specific native plants, action plans, and future climate predictions.

Key Features
🌍 Multi-Layer Analysis: Switch instantly between three modes: Urban Heat Island, Deforestation Alert, and Plantation Scoping.

📍 Precision Mapping: Uses a custom "Pro Light" map theme with distinct Orange Boundary Tracing (for districts) to clearly delineate the area of interest.

🚨 Visual Beacons: Critical areas are marked with pulsing red beacons on the map, making high-risk zones impossible to miss.

🧠 AI Environmentalist: Integrated LLM (Gemini) acts as an expert analyst, suggesting native flora (e.g., Neem, Tamarind) and specific remediation strategies based on the risk score.

📊 Dynamic Risk Scoring: Calculates a real-time "Risk Score" (0-100) that categorizes the location as Stable, Moderate, or Critical, changing the interface color dynamically (Green/Orange/Red).

Impact
Green Guardian moves beyond simple data visualization by providing actionable environmental intelligence. It empowers urban planners, NGOs, and citizens to know exactly where to plant trees and which areas are suffering most from heat or vegetation loss, turning raw satellite data into concrete climate action.