Hierarchical Cluster Analysis by R Language for Pattern Recognition in the Bathymetric Data Frame: a Case Study of the Mariana Trench, Pacific Ocean

Autor: Lemenkova, Polina
Rok vydání: 2019
Předmět:
bepress|Social and Behavioral Sciences|Geography|Physical and Environmental Geography
programming language
EarthArXiv|Physical Sciences and Mathematics|Earth Sciences
bepress|Physical Sciences and Mathematics|Statistics and Probability|Applied Statistics
R language
EarthArXiv|Physical Sciences and Mathematics|Statistics and Probability|Other Statistics and Probability
EarthArXiv|Physical Sciences and Mathematics|Earth Sciences|Geomorphology
bepress|Social and Behavioral Sciences|Environmental Studies
bepress|Physical Sciences and Mathematics|Environmental Sciences
EarthArXiv|Social and Behavioral Sciences
EarthArXiv|Physical Sciences and Mathematics|Earth Sciences|Geology
EarthArXiv|Physical Sciences and Mathematics|Environmental Sciences|Environmental Monitoring
bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology|Other Oceanography and Atmospheric Sciences and Meteorology
dendrogram clustering
bepress|Social and Behavioral Sciences|Geography|Spatial Science
GIS
bepress|Physical Sciences and Mathematics|Statistics and Probability|Other Statistics and Probability
bepress|Social and Behavioral Sciences|Geography|Geographic Information Sciences
EarthArXiv|Physical Sciences and Mathematics|Environmental Sciences|Environmental Education
bepress|Physical Sciences and Mathematics
EarthArXiv|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology
spatial analysis
EarthArXiv|Physical Sciences and Mathematics|Environmental Sciences
bepress|Physical Sciences and Mathematics|Earth Sciences|Geomorphology
bepress|Physical Sciences and Mathematics|Earth Sciences|Tectonics and Structure
bathymetry
bepress|Physical Sciences and Mathematics|Earth Sciences
geoinformatics
EarthArXiv|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology|Oceanography
EarthArXiv|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology|Other Oceanography and Atmospheric Sciences and Meteorology
statistical analysis
Mariana Trench
bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology
EarthArXiv|Social and Behavioral Sciences|Geography
bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology|Oceanography
EarthArXiv|Social and Behavioral Sciences|Geography|Geographic Information Sciences
EarthArXiv|Social and Behavioral Sciences|Geography|Spatial Science
Pacific Ocean
bepress|Physical Sciences and Mathematics|Earth Sciences|Geology
bepress|Physical Sciences and Mathematics|Earth Sciences|Other Earth Sciences
EarthArXiv|Physical Sciences and Mathematics|Statistics and Probability|Applied Statistics
EarthArXiv|Social and Behavioral Sciences|Geography|Physical and Environmental Geography
EarthArXiv|Social and Behavioral Sciences|Environmental Studies
modeling
bepress|Social and Behavioral Sciences|Geography
bepress|Physical Sciences and Mathematics|Environmental Sciences|Environmental Monitoring
EarthArXiv|Physical Sciences and Mathematics
EarthArXiv|Physical Sciences and Mathematics|Statistics and Probability
bepress|Physical Sciences and Mathematics|Environmental Sciences|Environmental Education
EarthArXiv|Physical Sciences and Mathematics|Earth Sciences|Other Earth Sciences
bepress|Social and Behavioral Sciences
EarthArXiv|Physical Sciences and Mathematics|Earth Sciences|Tectonics and Structure
bepress|Physical Sciences and Mathematics|Statistics and Probability
data science
cluster analysis
DOI: 10.6084/m9.figshare.7358072.v3
Popis: The geographic focus of the current study Mariana trench, the deepest point of the Earth located in the west Pacific Ocean. Mariana trench has unique structure and features formed in the complex process of the trench development. There is a range of the environmental factors affecting trench structure and functioning: bathymetry, geography, geology and tectonics. Current research aimed to study interconnections among these determinants. Technically, the research was performed by R programming language, statistical analysis, and QuantumGIS. Methodology includes a range of the statistical methods for data processing, the most important of which is cluster analysis. The results revealed unevenness of the factors affecting trench bathymetric structure, caused by the environmental conditions.
Databáze: OpenAIRE