Machine Learning Approach to Summer Precipitation Nowcasting over the Eastern Alps

Machine Learning Approach to Summer Precipitation Nowcasting over the Eastern Alps

This paper presents a new machine learning-based nowcasting model for hourly summer precipitation over the Eastern Alps. An artificial neural network (ANN) using the multi-layer perceptron algorithm was applied and evaluated against the Integrated Nowcasting through Comprehensive Analysis (INCA) now...

Full description

Bibliographic Details
Main Authors: Linye Song, Irene Schicker, Petrina Papazek, Alexander Kann, Benedikt Bica, Yong Wang, Mingxuan Chen
Format: Article
Language:English
Published: Borntraeger 2020-10-01
Series:Meteorologische Zeitschrift
Subjects:
precipitation nowcasting
machine learning
inca
alps
Online Access:http://dx.doi.org/10.1127/metz/2019/0977

Internet

http://dx.doi.org/10.1127/metz/2019/0977

Similar Items