Towards a Machine Learning Snowfall Retrieval Algorithm for GPM-IMERG

Towards a Machine Learning Snowfall Retrieval Algorithm for GPM-IMERG

Remote sensing of snowfall has been proved to be a great challenge since the start of the satellite era. Several techniques have been applied to satellite data to estimate the fraction of frozen precipitation that reaches the surface. This study aims at investigating the efficacy of machine learning...

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Bibliographic Details
Main Authors: Ioannis Dravilas, Stavros Dafis, Georgios Kyros, Konstantinos Lagouvardos, Manolis Koubarakis
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Environmental Sciences Proceedings
Subjects:
snowfall
precipitation phase
GPM IMERG
machine learning
deep learning
neural networks
Online Access:https://www.mdpi.com/2673-4931/26/1/103

Internet

https://www.mdpi.com/2673-4931/26/1/103

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