Spatial and Temporal Pattern of Rainstorms Based on Manifold Learning Algorithm

Spatial and Temporal Pattern of Rainstorms Based on Manifold Learning Algorithm

Identifying the patterns of rainstorms is essential for improving the precision and accuracy of flood forecasts and constructing flood disaster prevention systems. In this study, we used a manifold learning algorithm method of machine learning to analyze rainstorm patterns. We analyzed the spatial–t...

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Bibliographic Details
Main Authors: Yuanyuan Liu, Yesen Liu, Hancheng Ren, Longgang Du, Shu Liu, Li Zhang, Caiyuan Wang, Qiang Gao
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Water
Subjects:
manifold learning
machine learning
spatial–temporal distribution of rainstorms
feature extraction
Beijing
Shenzhen
Online Access:https://www.mdpi.com/2073-4441/15/1/37

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