A National-Scale 1-km Resolution PM<sub>2.5</sub> Estimation Model over Japan Using MAIAC AOD and a Two-Stage Random Forest Model

A National-Scale 1-km Resolution PM<sub>2.5</sub> Estimation Model over Japan Using MAIAC AOD and a Two-Stage Random Forest Model

Satellite-based models for estimating concentrations of particulate matter with an aerodynamic diameter less than 2.5 μm (PM<sub>2.5</sub>) have seldom been developed in islands with complex topography over the monsoon area, where the transport of PM<sub>2.5</sub> is influenc...

Full description

Bibliographic Details
Main Authors: Chau-Ren Jung, Wei-Ting Chen, Shoji F. Nakayama
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
aerosol optical depth
PM<sub>2.5</sub>
random forest model
satellite-based estimation model
Online Access:https://www.mdpi.com/2072-4292/13/18/3657

Similar Items

Similar Items