Inversion of Nighttime PM2.5 Mass Concentration in Beijing Based on the VIIRS Day-Night Band

In order to monitor nighttime particular matter (PM) air quality in urban area, a back propagation neural network (BP neural network) inversion model is established, using low-light radiation data from the day/night band (DNB) of the Visible Infrared Imaging Radiometer Suite (VIIRS) aboard the Suomi...

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Bibliographic Details
Main Authors: Xiaoran Zhao, Hanqing Shi, Hong Yu, Pinglv Yang
Format: Article
Language:English
Published: MDPI AG 2016-10-01
Series:Atmosphere
Subjects:
Online Access:http://www.mdpi.com/2073-4433/7/10/136