Fundamentals of spatial analysis and modelling /
Gao, Jay,
Fundamentals of spatial analysis and modelling / Jay Gao. - First edition. - 1 online resource
Space in spatial analysis -- Spatial data and association -- Descriptive and inferential spatial analysis -- Geostatistics and spatial interpolation -- Spatial modelling -- Spatial simulation -- Time-explicit spatial analysis and modelling.
'This textbook provides comprehensive and in-depth explanations of all topics related to spatial analysis and spatiotemporal simulation, including how spatial data are acquired, represented digitally, and spatially aggregated. Also features the nature of space and how it is measured. Descriptive and inferential analyses are covered for point, line, and area data. It captures the latest developments in spatiotemporal simulation with cellular automata and agent-based modelling, and through practical examples discusses how spatial analysis and modelling can be implemented in different computing platforms. A much-needed textbook for a course at upper undergraduate and postgraduate levels'--
9781000519891 1000519899 9781003220527 1003220525 9781000519884 1000519880
10.1201/9781003220527 doi
Spatial analysis (Statistics)
Spatial analysis (Statistics)--Mathematical models.
Geology--Statistical methods--Data processing.
QA278.2
Fundamentals of spatial analysis and modelling / Jay Gao. - First edition. - 1 online resource
Space in spatial analysis -- Spatial data and association -- Descriptive and inferential spatial analysis -- Geostatistics and spatial interpolation -- Spatial modelling -- Spatial simulation -- Time-explicit spatial analysis and modelling.
'This textbook provides comprehensive and in-depth explanations of all topics related to spatial analysis and spatiotemporal simulation, including how spatial data are acquired, represented digitally, and spatially aggregated. Also features the nature of space and how it is measured. Descriptive and inferential analyses are covered for point, line, and area data. It captures the latest developments in spatiotemporal simulation with cellular automata and agent-based modelling, and through practical examples discusses how spatial analysis and modelling can be implemented in different computing platforms. A much-needed textbook for a course at upper undergraduate and postgraduate levels'--
9781000519891 1000519899 9781003220527 1003220525 9781000519884 1000519880
10.1201/9781003220527 doi
Spatial analysis (Statistics)
Spatial analysis (Statistics)--Mathematical models.
Geology--Statistical methods--Data processing.
QA278.2