A machine learning approach on the investigation of the scale dependent relation of CAPE and precipitation

A machine learning approach on the investigation of the scale dependent relation of CAPE and precipitation

The temporal and spatial scale dependent relation of Convective Available Potential Energy (CAPE) and precipitation is investigated. Using the COSMO-REA6 data set, we ask which of the standard machine learning algorithms: perceptron, support vector machine, decision tree, random forest, k-nearest ne...

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Bibliographic Details
Main Authors: Annette Rudolph, Peter Névir
Format: Article
Language:English
Published: Borntraeger 2023-12-01
Series:Meteorologische Zeitschrift
Subjects:
precipitation
cape
dsi
decision tree
Online Access:http://dx.doi.org/10.1127/metz/2023/1130

Internet

http://dx.doi.org/10.1127/metz/2023/1130

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