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PM Estimation Using Machine Learning Models and Satellite Data: A Literature Review by kritikaveeerma is a document available to read on EtoBox.
What is PM Estimation Using Machine Learning Models and Satellite Data: A Literature Review about?
This literature review discusses the use of machine learning models and satellite data to estimate PM2.5 concentrations, highlighting the effectiveness of remote sensing techniques like Aerosol Optical Depth (AOD) in filling data gaps left by ground stations. The review includes an analysis of 79 articles from 2022 to early 2023, categorizing PM2.5 estimation methods into numerical, statistical, and AI models, while emphasizing the advantages of machine learning for accurate predictions. Key findings sugges
- Author
- kritikaveeerma
- Language
- EN