Topological Data Analysis applications in Meteorology

Autor:	Caio Atila Pereira Sena
Rok vydání:	2021
Předmět:	Computer science Topological data analysis Statistical physics
Zdroj:	Environmental Sciences and Ecology: Current Research (ESECR. 2:1-2
DOI:	10.54026/esecr/1024
Popis:	Meteorology is currently built on a variety of measurements from several sources. The means to gain insight over the amount of available data are subject to intrinsic characteristics of the data. In this context, Topological Data Analysis (TDA) tools offer the possibility to overcome those limitations and harness a huge amount of data. Due to its roots in Group Theory, TDA can be intimidating and is yet underexplored in Meteorology. The current review aims to prospect some of TDA’s capabilities in Atmospheric Sciences and provide insights on possible applications.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::8cbc029602b90f58f3af8ee0ad1cf39b https://doi.org/10.54026/esecr/1024 Zobrazit plný text záznamu