Clustering of small watersheds over annual precipitation data reveals sounding correspondence to the cluster pattern determined by annual temperature course

Autor:	M G Sadovsky, M G Erunova
Rok vydání:	2021
Předmět:	Depth sounding Climatology Cluster (physics) Environmental science Precipitation Cluster analysis Course (navigation)
Zdroj:	IOP Conference Series: Earth and Environmental Science. 677:032107
ISSN:	1755-1315 1755-1307
DOI:	10.1088/1755-1315/677/3/032107
Popis:	Previously, highly informative clustering of small watersheds provided over the annual temperature course has been reported. Here we report on the interplay between the pattern and the distribution of small watersheds developed over the annual precipitation data. A sounding correlation between these two cluster structures is found. To reveal the correspondence, smart methods of both spatial and comprehensive analysis have been implemented. We used advanced GIS tools to detect the spatial behavior of the data under consideration, and elastic map technique to reveal the cluster patterns in the space of environmental data (temperature and precipitation). Some further applications and perspective studies in this area are discussed.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::3a9dd457f9623468d5a7e35a66c5bae8 https://doi.org/10.1088/1755-1315/677/3/032107 Zobrazit plný text záznamu