A Full-Coverage Daily Average PM<sub>2.5</sub> Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model

A Full-Coverage Daily Average PM<sub>2.5</sub> Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model

Current PM<sub>2.5</sub> retrieval maps have many missing values, which seriously hinders their performance in real applications. This paper presents a framework to map full-coverage daily average PM<sub>2.5</sub> concentrations from MODIS C6 aerosol optical depth (AOD) produ...

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Bibliographic Details
Main Authors: Zhenqun Hua, Weiwei Sun, Gang Yang, Qian Du
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Remote Sensing
Subjects:
full-coverage daily average PM<sub>2.5</sub>
MODIS C6 AOD
two-stage inverse variance weights
two-stage generalized additive model
Online Access:https://www.mdpi.com/2072-4292/11/13/1558

Internet

https://www.mdpi.com/2072-4292/11/13/1558

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