Estimation of PM<sub>2.5</sub> Concentration across China Based on Multi-Source Remote Sensing Data and Machine Learning Methods

Estimation of PM<sub>2.5</sub> Concentration across China Based on Multi-Source Remote Sensing Data and Machine Learning Methods

Long-term exposure to high concentrations of fine particles can cause irreversible damage to people’s health. Therefore, it is of extreme significance to conduct large-scale continuous spatial fine particulate matter (PM<sub>2.5</sub>) concentration prediction for air pollution preventio...

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Bibliographic Details
Main Authors: Yujie Yang, Zhige Wang, Chunxiang Cao, Min Xu, Xinwei Yang, Kaimin Wang, Heyi Guo, Xiaotong Gao, Jingbo Li, Zhou Shi
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Remote Sensing
Subjects:
aerosol optical depth
fine particular matter
GeoDetector
random forest
Online Access:https://www.mdpi.com/2072-4292/16/3/467

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https://www.mdpi.com/2072-4292/16/3/467

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