Application of a Hybrid Interpolation Method Based on Support Vector Machine in the Precipitation Spatial Interpolation of Basins

In this paper, we applied the support vector machine (SVM) to the spatial interpolation of the multi-year average annual precipitation in the Three Gorges Region basin. By combining it with the inverse distance weighting and ordinary kriging method, we constructed the SVM residual inverse distance w...

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Bibliographic Details
Main Authors: Xiaoxiao Zhang, Guodong Liu, Hantao Wang, Xiaodong Li
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/9/10/760