Construction of a virtual PM2.5 observation network in China based on high-density surface meteorological observations using the Extreme Gradient Boosting model

Construction of a virtual PM2.5 observation network in China based on high-density surface meteorological observations using the Extreme Gradient Boosting model

With increasing public concerns on air pollution in China, there is a demand for long-term continuous PM2.5 datasets. However, it was not until the end of 2012 that China established a national PM2.5 observation network. Before that, satellite-retrieved aerosol optical depth (AOD) was frequently use...

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Bibliographic Details
Main Authors: Ke Gui, Huizheng Che, Zhaoliang Zeng, Yaqiang Wang, Shixian Zhai, Zemin Wang, Ming Luo, Lei Zhang, Tingting Liao, Hujia Zhao, Lei Li, Yu Zheng, Xiaoye Zhang
Format: Article
Language:English
Published: Elsevier 2020-08-01
Series:Environment International
Subjects:
Virtual PM2.5 observation network
Surface meteorological observations
Visibility
Extreme Gradient Boosting model
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412020317566

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http://www.sciencedirect.com/science/article/pii/S0160412020317566

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