WasteSight AI — Landfill Waste Forecasting

Select a state and year to generate a prediction

State

Forecast Year

Lag features auto-computed from historical data

Top states · 2026 pre-computed · click to load

Last known: 37,885,772 tons (2022) · 33 yr dataset

36,485,040

tons · 2026

Last known: 39,731,580 tons (2022) · 37 yr dataset

38,400,339

tons · 2026

Last known: 22,985,776 tons (2022) · 34 yr dataset

22,182,072

tons · 2026

Last known: 27,539,090 tons (2023) · 36 yr dataset

27,027,366

tons · 2026

Last known: 17,565,749 tons (2020) · 25 yr dataset

17,063,607

tons · 2026

Last known: 18,521,656 tons (2020) · 26 yr dataset

18,151,182

tons · 2026

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Predicted Total Waste Mass

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short tons

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Interpretation

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Evaluated on 20 % held-out test set

Model	R² Score	RMSE	MAE
Linear Regression BEST	0.9861	1,052,806	575,628
Random Forest	0.9792	1,287,503	703,022
Gradient Boosting	0.9791	1,292,576	754,781
XGBoost	0.9750	1,413,426	785,371
LSTM (PyTorch)	0.9547	1,901,529	1,103,571

Landfill WasteForecasting Platform