High Spatial Resolution Nighttime PM<sub>2.5</sub> Datasets in the Beijing–Tianjin–Hebei Region from 2015 to 2021 Using VIIRS/DNB and Deep Learning Model

High Spatial Resolution Nighttime PM<sub>2.5</sub> Datasets in the Beijing–Tianjin–Hebei Region from 2015 to 2021 Using VIIRS/DNB and Deep Learning Model

The concentration of particulate matter (PM<sub>2.5</sub>) can be estimated using satellite data collected during the daytime. However, there are currently no long-term evening PM<sub>2.5</sub> datasets, and the application of low-light satellite data to analyze nighttime PM&...

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Bibliographic Details
Main Authors: Yu Ma, Wenhao Zhang, Xiaoyang Chen, Lili Zhang, Qiyue Liu
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
nighttime PM<sub>2.5</sub> dataset
VIIRS/DNB
DNN
BTH
Online Access:https://www.mdpi.com/2072-4292/15/17/4271

Internet

https://www.mdpi.com/2072-4292/15/17/4271

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