Assessing Future Rainfall Intensity–Duration–Frequency Characteristics across Taiwan Using the <i>k</i>-Nearest Neighbor Method

Assessing Future Rainfall Intensity–Duration–Frequency Characteristics across Taiwan Using the <i>k</i>-Nearest Neighbor Method

This study analyzes the changes in rainfall intensities across Taiwan using the <i>k</i>-Nearest Neighbor method. Biases are corrected according to the identified discrepancy between the probability distribution of the model run and that of the observed data in the historical period. The...

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Bibliographic Details
Main Authors: Pei-Yuan Chen, Ching-Pin Tung, Jung-Hsuan Tsao, Chia-Jeng Chen
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Water
Subjects:
rainfall-intensity projection
<i>k</i>-Nearest Neighbors (<i>k</i>-NN) method
temporal downscaling
return periods
durations
Online Access:https://www.mdpi.com/2073-4441/13/11/1521

Internet

https://www.mdpi.com/2073-4441/13/11/1521

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