Satellite Based Mapping of Ground PM2.5 Concentration Using Generalized Additive Modeling

Satellite-based PM2.5 concentration estimation is growing as a popular solution to map the PM2.5 spatial distribution due to the insufficiency of ground-based monitoring stations. However, those applications usually suffer from the simple hypothesis that the influencing factors are linearly correlat...

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Bibliographic Details
Main Authors: Bin Zou, Jingwen Chen, Liang Zhai, Xin Fang, Zhong Zheng
Format: Article
Language:English
Published: MDPI AG 2016-12-01
Series:Remote Sensing
Subjects:
GAM
LUR
AOD
Online Access:http://www.mdpi.com/2072-4292/9/1/1