Precipitation Retrieval from FY-3G/MWRI-RM Based on SMOTE-LGBM
Precipitation Retrieval from FY-3G/MWRI-RM Based on SMOTE-LGBM
About this item
Full title
Author / Creator
Lv, Yanfang , Zhang, Lanjie , Fan, Wen and Zhang, Yibo
Publisher
Basel: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Basel: MDPI AG
Subjects
More information
Scope and Contents
Contents
Using the FY-3G/MWRI-RM observations, this paper proposes a precipitation retrieval method that combines the Synthetic Minority Over-sampling Technique with Light Gradient Boosting Machine (SMOTE-LGBM) and analyzes the impact of MWRI-RM channel settings on precipitation retrieval. The SMOTE-LGBM-based model consists of two LGBM models for precipita...
Alternative Titles
Full title
Precipitation Retrieval from FY-3G/MWRI-RM Based on SMOTE-LGBM
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_2c5682e405564283a77f2b72295ab142
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_2c5682e405564283a77f2b72295ab142
Other Identifiers
ISSN
2073-4433
E-ISSN
2073-4433
DOI
10.3390/atmos15111268
