Regional forecasting of PM2.5 concentrations: A novel model based on the empirical orthogonal function analysis and Nadaraya–Watson kernel regression estimator
Author:
Funder
National Office for Philosophy and Social Sciences
Publisher
Elsevier BV
Subject
Ecological Modeling,Environmental Engineering,Software
Reference26 articles.
1. Forecast of PM10 time-series data: a study case in Caribbean cities;Angel;Atmos. Pollut. Res.,2019
2. Asymptotic equivalence theory for nonparametric regression with random design;Brown;Ann. Stat.: An Official Journal of the Institute of Mathematical Statistics,2002
3. Evolution of south-north transport and urbanization effects on pm2.5 distribution with increased pollution levels in Beijing;Chen;Sustain. Cities Soc.,2021
4. Cold fronts transport features of North China pollutant over Jiangsu Province, China;Gu;Atmos. Pollut. Res.,2020
5. PM2.5 concentration forecasting at surface monitoring sites using GRU neural network based on empirical mode decomposition;Huang;Sci. Total Environ.,2021
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1. MGAtt-LSTM: A multi-scale spatial correlation prediction model of PM2.5 concentration based on multi-graph attention;Environmental Modelling & Software;2024-08
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