Regionalization of Rainfall Regimes Using Hybrid RF-Bs Couple with Multivariate Approaches

Regionalization of Rainfall Regimes Using Hybrid RF-Bs Couple with Multivariate Approaches

Monthly precipitation data during the period of 1970 to 2019 obtained from the Meteorological, Climatological and Geophysical Agency database were used to analyze regionalized precipitation regimes in Yogyakarta, Indonesia. There were missing values in 52.6% of the data, which were handled by a hybr...

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Bibliographic Details
Main Authors: Muhamad Afdal Ahmad Basri, Shazlyn Milleana Shaharudin, Kismiantini, Mou Leong Tan, Sumayyah Aimi Mohd Najib, Nurul Hila Zainuddin, Sri Andayani
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:ISPRS International Journal of Geo-Information
Subjects:
rainfall
principal component analysis (PCA)
hierarchical clustering analysis (HCA)
imputation method
random forest-bootstrap algorithm (RF-Bs)
Online Access:https://www.mdpi.com/2220-9964/10/10/689

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https://www.mdpi.com/2220-9964/10/10/689

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