Environment & Climate Prediction AI

$10

🌍 Environment & Climate Prediction AI – User Guide

🏁 Getting Started

✨ Launch the App – Open the application on your desktop. The dashboard is designed for easy navigation, with labeled sections for: 🔹 Data Import 📥 🔹 AI Predictions 🤖 🔹 Results Visualization 📊 🔹 Export Options 💾

💡 Tip: Hover over icons for quick tooltips explaining their function!

📥 Importing Your Data

To ensure smooth AI predictions, format your dataset properly before importing:

✅ Required columns:

🌆 city → City name
🕒 time → Date & Time (YYYY-MM-DD HH:MM)
📍 latitude & longitude → Geographic coordinates
👥 population → City population
🌎 climate_zone → Climate classification

💡 Optional: Add a "user_defined" column with your own predictions for comparison!

Example CSV Format:

csv

Dubai,2020-12-01 12:00,25.276987,55.296249,3300000,Desert,24.5,180,120,4500,35,65,85,4500,120,1015,0.5,60,12.5,400,220,2.5,65,0.3,8.5,Your AI prediction

📑 Generating Reports

📄 1. Climate Analysis Report 🔹 Navigate to "Location Info" 🔹 Click "Generate Full Report" 📝 🔹 Print or Save as PDF for reference

📊 2. Prediction Data Report 🔹 Run a prediction for any environmental parameter 🌍 🔹 Click "Export Prediction Data" 💾 to save the results

🖼️ 3. Download Plots as PNG 🔹 Locate the "DOWNLOAD Plot" button 🎨 🔹 Click "Export Chart" for additional formats

⚙️ Configuring AI Predictions

Fine-tune your predictions by adjusting:

✨ Prediction Model: 🔬 Linear Regression 🌳 Random Forest 📈 Polynomial Regression 📊 ARIMA 🧠 Neural Network

✨ Chart Type: 📈 Line, 📊 Bar, 🔍 Scatter, 🌄 Area, 🎥 3D Surface

✨ Forecast Range: 📅 1-10 years

✨ Confidence Level: 🔎 80%-99% accuracy control

💡 Note: Predictions are based on historical data trends—always cross-check with official environmental sources for policy & research purposes! 🔍

👨‍💻 Created By:

🎯 Ready to try it? 🌍 Live Demo: Environment & Climate Prediction AI💎 Full Access for $10: https://friendship6.gumroad.com/l/climate-prediction-ai

💬 Let me know if you want any final tweaks! 🚀🔥 This version keeps everything intact while making it dynamic, readable, and visually structured!

I want this!