Naslov
Python in Lightning Detection Network Data Analysis

Autori
Sarajcev, Petar ; Matijasevic, Hrvoje

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 7th International Lightning Meteorology Conference / Holle, Ronald S. ; Said, R. - Louisville (KY) : Vaisala Inc., 2018

Skup
25th International Lightning Detection Conference ; 7th International Lightning Meteorology Conference

Mjesto i datum
Fort Lauderdale (FL), Sjedinjene Američke Države, 12.03.2018. - 15.03.2018

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
lightning ; LDN ; machine learning ; Python ; data analysis ; clustering ; nowcasting

Sažetak
This paper describes usage of several third-party Python (programming language) libraries, which could be seen as very useful for easy and efficient manipulation and analysis of data produced by the lightning detection networks (LDNs). Python is a high level interpreted language with extensive library of third-party packages and APIs. Several of its libraries, popular within the data science community, could be seen as very useful for efficient analysis of data produced by LDNs, such as: geographical and probability density distribution of lightning strikes, lightning flash-cell identification, its movement tracking, and nowcasting.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA