Estimating Ground-Level Hourly PM<sub>2.5</sub> Concentrations in Thailand Using Satellite Data: A Log-Linear Model With Sum Contrast Analysis

Estimating Ground-Level Hourly PM<sub>2.5</sub> Concentrations in Thailand Using Satellite Data: A Log-Linear Model With Sum Contrast Analysis

This study introduces a novel method for estimating hourly concentrations of particulate matter 2.5 &#x03BC;m (PM<sub>2.5</sub>) using satellite data. The pollution control department of Thailand collected hourly PM<sub>2.5</sub> data nationwide in 2020. NASA&#x0027;s...

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Bibliographic Details
Main Authors: Suhaimee Buya, Hideomi Gokon, Hieu Chi Dam, Sasiporn Usanavasin, Jessada Karnjana
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Hourly 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>
log-linear regression
satellite data
weighted sum contrast
Online Access:https://ieeexplore.ieee.org/document/10491289/

Internet

https://ieeexplore.ieee.org/document/10491289/

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