Research on hydrometeor classification of convective weather based on SVM by dual linear polarization radar

Research on hydrometeor classification of convective weather based on SVM by dual linear polarization radar

This study established a Support Vector Machine (SVM)-based radar classification model of hydrometeor under the T-matrix based radar detection model of hydrometeors. Through normalizing data in the first place, it is also considered that data among polarization parameters are non-linear. Therefore,...

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Bibliographic Details
Main Authors: Tongxiao YANG, Caijun YUE
Format: Article
Language:zho
Published: Editorial Office of Torrential Rain and Disasters 2019-08-01
Series:暴雨灾害
Subjects:
dual linear polarization radar
support vector machine
multi-wavelength joint observation
convective precipitation
Online Access:http://www.byzh.org.cn/cn/article/doi/10.3969/j.issn.1004-9045.2019.04.001

Internet

http://www.byzh.org.cn/cn/article/doi/10.3969/j.issn.1004-9045.2019.04.001

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