1234567890oiuyt/Extreme_Event_Simulation_Adaptation

AgroVerse – Extreme Event Simulation & Adaptation Planner (Feature 16)

This module is part of the AgroVerse Climate Intelligence Suite. Feature 16 focuses on extreme climate events – floods, droughts, heatwaves and storms – and helps farmers plan, simulate and adapt to high-impact risks.

🌐 Module Overview

• —Name: Extreme Event Simulation & Adaptation Planner
• —Feature ID: 16
• —Stack: Flask, Python, Bootstrap 5, vanilla JS
• —Entry route: /
• —Portal deep link: https://agroverse-portal.netlify.app/?feature=16

✨ Key Capabilities

1. 1.Dynamic Risk Assessment
2. 2.Calculates flood, drought, heatwave and storm risk for a selected farm.
3. 3.Displays historical extreme events and yield loss history.
4. 4.Overall risk level summarised as Low / Medium / High.

1. 1.Resilience Scoring
2. 2.Computes a composite Resilience Score (0–100).
3. 3.Visual radial gauge plus factor breakdown (infrastructure, diversification, early-warning, recovery, etc.).
4. 4.Improvement suggestions generated for each farm.

1. 1.Quick Event Simulations
2. 2.One-click simulations for:
3. 3.🌊 Flood
4. 4.🌵 Drought
5. 5.🔥 Heatwave
6. 6.🌪️ Storm
7. 7.Outputs predicted yield loss, affected area, duration and financial impact.
8. 8.Recommended mitigation actions per scenario.

1. 1.Emergency Action Plan Generator
2. 2.Creates a structured emergency action plan for a chosen farm + event type.
3. 3.Sections: Pre-Event, During Event, Post-Event, and Emergency Contacts.
4. 4.Supports printing and (placeholder) download as PDF.

1. 1.Risk Map & Scenario Sandbox
2. 2.Separate views ( /risk-map, /simulation, /recommendations ) for:
3. 3.Spatial risk grid across fields.
4. 4.Historical timeline & simulation logs.
5. 5.Adaptation and investment recommendations.

🧩 Project Structure

.
├── app.py                  # Flask entrypoint
├── requirements.txt        # Python dependencies
├── Procfile                # For deployment platforms
├── utils/
│   └── data_generator.py   # Synthetic farms, risk and simulation data
├── static/
│   ├── css/
│   │   └── style.css       # AgroVerse dark-glass theme + risk widgets
│   └── js/
│       └── main.js         # Frontend logic for feature 16
└── templates/
    ├── index.html          # Main Extreme Event Planner dashboard
    ├── simulation.html     # Detailed simulation sandbox
    ├── risk-map.html       # Spatial risk heatmap
    └── recommendations.html# Adaptation & mitigation suggestions