Estimation of Ultrahigh Resolution PM<sub>2.5</sub> in Urban Areas by Using 30 m Landsat-8 and Sentinel-2 AOD Retrievals

Estimation of Ultrahigh Resolution PM<sub>2.5</sub> in Urban Areas by Using 30 m Landsat-8 and Sentinel-2 AOD Retrievals

Ultrahigh resolution fine particulate matter (PM<sub>2.5</sub>) mass concentration remote sensing products are crucial for atmospheric environmental monitoring, pollution source verification, health exposure risk assessment, and other fine-scale applications in urban environments. This s...

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Bibliographic Details
Main Authors: Hao Lin, Siwei Li, Jiqiang Niu, Jie Yang, Qingxin Wang, Wenqiao Li, Shengpeng Liu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Remote Sensing
Subjects:
fine particulate matter
remote sensing
ultrahigh spatial resolution
random forest
Online Access:https://www.mdpi.com/2072-4292/17/15/2609
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