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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Muhamad Afdal Ahmad Basri, Shazlyn Milleana Shaharudin, Kismiantini, Mou Leong Tan, Sumayyah Aimi Mohd Najib, Nurul Hila Zainuddin, Sri Andayani
स्वरूप: लेख
भाषा:English
प्रकाशित: MDPI AG 2021-10-01
श्रृंखला:ISPRS International Journal of Geo-Information
विषय:
rainfall
principal component analysis (PCA)
hierarchical clustering analysis (HCA)
imputation method
random forest-bootstrap algorithm (RF-Bs)
ऑनलाइन पहुंच:https://www.mdpi.com/2220-9964/10/10/689

इंटरनेट

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

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