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Forecast of Winter Precipitation Type Based on Machine Learning Method

A winter precipitation-type prediction is a challenging problem due to the complexity in the physical mechanisms and computability in numerical modeling. In this study, we introduce a new method of precipitation-type prediction based on the machine learning approach LightGBM. The precipitation-type...

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Detalles Bibliográficos
Autores principales: Lang, Zhang, Wen, Qiuzi Han, Yu, Bo, Sang, Li, Wang, Yao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858138/
https://www.ncbi.nlm.nih.gov/pubmed/36673279
http://dx.doi.org/10.3390/e25010138