Forecasting Air Quality in Taiwan by Using Machine Learning

This study proposes a gradient-boosting-based machine learning approach for predicting the PM(2.5) concentration in Taiwan. The proposed mechanism is evaluated on a large-scale database built by the Environmental Protection Administration, and Central Weather Bureau, Taiwan, which includes data from...

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Detalles Bibliográficos
Autores principales: Lee, Mike, Lin, Larry, Chen, Chih-Yuan, Tsao, Yu, Yao, Ting-Hsuan, Fei, Min-Han, Fang, Shih-Hau
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7057956/
https://www.ncbi.nlm.nih.gov/pubmed/32139787
http://dx.doi.org/10.1038/s41598-020-61151-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7057956/
https://www.ncbi.nlm.nih.gov/pubmed/32139787
http://dx.doi.org/10.1038/s41598-020-61151-7

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