Concepedia

Prediction of PM2.5 concentration based on the weighted RF-LSTM model

Weifu Ding, Huihui Sun

Earth Science Informatics · 2023 · 17 citations · 40 references

DOI

Concepts

References

40

Review of the Governing Equations, Computational Algorithms, and Other Components of the Models-3 Community Multiscale Air Quality (CMAQ) Modeling System

Daewon W. Byun, Kenneth L. Schere · Applied Mechanics Reviews · 2006 · 2.6K citations

, , +17

A machine learning method to estimate PM2.5 concentrations across China with remote sensing, meteorological and land use information

Gongbo Chen, Shanshan Li, Luke D. Knibbs et al. · The Science of The Total Environment · 2018 · 588 citations · Full text

, , +16

Long-Term PM2.5 Exposure and Respiratory, Cancer, and Cardiovascular Mortality in Older US Adults

Vivian C. Pun, Fatemeh Kazemiparkouhi, Justin Manjourides et al. · American Journal of Epidemiology · 2017 · 541 citations · Full text

, , +17

Long short-term memory - Fully connected (LSTM-FC) neural network for PM2.5 concentration prediction

Jiachen Zhao, Fang Deng, Yeyun Cai et al. · Chemosphere · 2018 · 408 citations

, , +13

Particulate matter air quality assessment using integrated surface, satellite, and meteorological products: Multiple regression approach

Pawan Gupta, Sundar A. Christopher · Journal of Geophysical Research Atmospheres · 2009 · 385 citations

, , +17