Creating High-Resolution Precipitation and Extreme Precipitation Indices Datasets by Downscaling and Improving on the ERA5 Reanalysis Data over Greece

Creating High-Resolution Precipitation and Extreme Precipitation Indices Datasets by Downscaling and Improving on the ERA5 Reanalysis Data over Greece

The aim of this study was to construct a high-resolution (1 km × 1 km) database of precipitation, number of wet days, and number of times precipitation exceeded 10 mm and 20 mm over Greece on a monthly and on an annual basis. In order to achieve this, the ERA5 reanalysis dataset was downscaled using...

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Bibliographic Details
Main Authors: Ntagkounakis Giorgos, Panagiotis T. Nastos, Yiannis Kapsomenakis
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Eng
Subjects:
downscaling
ERA5
precipitation
Greece
gradient boosting
regression trees
Online Access:https://www.mdpi.com/2673-4117/5/3/101
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