Machine learning-based time series models for effective CO2 emission prediction in India - Kumari, Surbhi; Singh, Sunil Kumar (Environmental science and pollution research international, 2023)
Keywords: algorithms; Aquatic Pollution; Atmospheric Protection/Air Quality Control/Air Pollution; Autoregressive models; Business metrics; Carbon dioxide; Carbon dioxide emissions; China; Comparative studies; comparative study; Deep learning; Earth and Environmental Science; Ecotoxicology; Emission; energy; Energy consumption; Environment; Environmental Chemistry; Environmental Health; GIS Applied to Soil-Agricultural Health for Environmental Sustainability; India; Learning algorithms; Long short-term memory; Machine learning; Mathematical models; neural networks; Performance measurement; prediction; Predictions; Regression analysis; Regression models; Statistical analysis; Statistical models; Time series; time series analysis; Waste Water Technology; Water Management; Water Pollution Control; India; China; Holt-Winters; LSTM; Linear regression; Time series forecasting; Random forest regressor; Air pollution; emissions