Environmental Sciences and Ecology: Current Research
[ ISSN : 2833-0811 ]
Topological Data Analysis applications in Meteorology
Published : June 02, 2021
Abstract
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 over 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.