Regional Forecasting of Fine Particulate Matter Concentrations: A Novel Hybrid Model Based on Principal Component Regression and EOF

Regional Forecasting of Fine Particulate Matter Concentrations: A Novel Hybrid Model Based on Principal Component Regression and EOF

Abstract When many cities need quantitative forecasts of air quality to adjust industrial production plans and urbanization development, how to build an efficient forecast model remain a challenge. Methodology for quantitative prediction of air quality can no longer rely on single‐site observations,...

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Bibliographic Details
Main Authors: Xianghua Wu, Kang Xie, Jane Liu, Duanyang Liu, Jieqin Zhou, Lili Tang
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2021-07-01
Series:Earth and Space Science
Subjects:
PM2.5
meteorological influence
EOF analysis
PCR
regional forecasting model EOF‐PCR
Jiangsu
Online Access:https://doi.org/10.1029/2021EA001694

Internet

https://doi.org/10.1029/2021EA001694

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