Air quality prediction by integrating mechanism model and machine learning model

NOAA’s HYSPLIT Atmospheric Transport and Dispersion Modeling System

Ariel Stein, Roland R. Draxler, Glenn D. Rolph et al. · Bulletin of the American Meteorological Society · 2015 · 6.6K citations

Sophisticated Computations, Engineering, Atmospheric Model +16

Proceedings of the 19th International Joint Conference on Artificial Intelligence

Josep M. Pujol, Jordi Delgado, Ramón Sangüesa et al. · International Joint Conference on Artificial Intelligence · 2005 · 5.8K citations

Artificial Intelligence, Engineering, Automated Reasoning +4

A hybrid model for spatiotemporal forecasting of PM2.5 based on graph convolutional neural network and long short-term memory

Yanlin Qi, Qi Li, Hamed Karimian et al. · The Science of The Total Environment · 2019 · 566 citations

Forecasting Methodology, Spatiotemporal Forecasting, Spatiotemporal Diagnostics +10

Deep Air Quality Forecasting Using Hybrid Deep Learning Framework

Shengdong Du, Tianrui Li, Yan Yang et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 444 citations

Forecasting Methodology, Convolutional Neural Network, Engineering +17

Air quality prediction at new stations using spatially transferred bi-directional long short-term memory network

Jun Ma, Zheng Li, Jack C.P. Cheng et al. · The Science of The Total Environment · 2019 · 179 citations

Meteorology, Pollution Detection, Environmental Monitoring +11