Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network

The estimation of PMx (incl. PM10 and PM2.5) concentrations using satellite observations is of great significance for detecting environmental issues in many urban areas of north China. Recently, aerosol optical depth (AOD) data have been being used to estimate the PMx concentrations by implementing...

Full description

Bibliographic Details
Main Authors: Bo Zhang, Meng Zhang, Jian Kang, Danfeng Hong, Jian Xu, Xiaoxiang Zhu
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/11/6/646