🌿 2030 Frontier Risk — Western Ghats
2030 Deforestation Risk
Low (40%)HighExtreme (100%)
Annual NDVI (time slider)
🌍 Region: Western Ghats, India
📅 Training: Landsat 2006–2015
🎯 Prediction: 2030 forest loss
🤖 Model: Random Forest (200 trees)
📊 AUC-ROC : 1.000
✅ Accuracy : 99.4%
⚠️ Probability model — not a definitive forecast.
High values indicate statistically elevated risk
based on historical deforestation patterns.
by Prakash Krishnamachari · 2026
🌿 WESTERN GHATS FRONTIER RISK DIGITAL TWIN
Random Forest · Landsat 2006–2026 · 2030 Deforestation Risk Prediction