Evaluation of LJ1-01 Nighttime Light Imagery for Estimating Monthly PM<sub>2.5</sub> Concentration: A Comparison With NPP-VIIRS Nighttime Light Data

Evaluation of LJ1-01 Nighttime Light Imagery for Estimating Monthly PM<sub>2.5</sub> Concentration: A Comparison With NPP-VIIRS Nighttime Light Data

Air quality degradations caused by fine particulate matter (PM<sub>2.5</sub>) can lead to various health problems, and accurate PM2.5 data are critical for managing the environment and ensuring public health. Radiation signals collected by nighttime light (NTL) remote sensing satellites...

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Bibliographic Details
Main Authors: Guo Zhang, Yingrui Shi, Miaozhong Xu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Geographically weighted regression (GWR) model
LJ1-01
moderate resolution imaging spectroradiometer (MODIS) aerosol optical depth (AOD)
NPP-VIIRS
particulate matter (PM<named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX">$_{2.5}$</tex-math> </inline-formula> </named-content>) concentration
satellite observation
Online Access:https://ieeexplore.ieee.org/document/9120182/

Internet

https://ieeexplore.ieee.org/document/9120182/

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