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Exploring the spatial heterogeneity and temporal homogeneity of ambient PM(10) in nine core cities of China
We focus on the causes of fluctuations in wintertime PM(10) in nine regional core cities of China using two machine learning models, Random Forest (RF) and Recurrent Neural Network (RNN). RF and RNN both show high performance in predicting hourly PM(10) using only gaseous air pollutants (SO(2), NO(2...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8076262/ https://www.ncbi.nlm.nih.gov/pubmed/33903720 http://dx.doi.org/10.1038/s41598-021-88596-8 |