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Guodong Ma

2 papers indexed

crossrefAtmosphere2024-02-27Cited by 7

Analysis of Primary Air Pollutants’ Spatiotemporal Distributions Based on Satellite Imagery and Machine-Learning Techniques

Yanyu Li, Meng Zhang, Guodong Ma, Haoyuan Ren, Ende Yu

Accurate monitoring of air pollution is crucial to human health and the global environment. In this research, the various multispectral satellite data, including MODIS AOD/SR, Landsat 8 OLI, and Sentinel-2, together with the two most commonly used machine-learning models, viz. mu…

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crossrefRemote Sensing2023-06-10Cited by 8

Regional Representativeness Analysis of Ground-Monitoring PM2.5 Concentration Based on Satellite Remote Sensing Imagery and Machine Learning Techniques

Rui Luo, Meng Zhang, Guodong Ma

The issue of urban air quality in China has become increasingly significant due to industrialization and rapid urbanization. Although PM2.5 is the major air pollutant in most cities of northern China and has a direct negative impact on human health, there is a problem of under-re…

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