Automating the Analysis of Spatial Grids
A Practical Guide to Data Mining Geospatial Images for Human & Environmental Applications
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Beschreibung
The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and detect patterns in geospatial data is increasingly important. This book provides students with a foundation in topics of digital image processing and data mining as applied to geospatial datasets. The aim is for readers to be able to devise and implement automated techniques to extract information from spatial grids such as radar, satellite or high-resolution survey imagery.
The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and detect patterns in geospatial data is increasingly important. This book provides students with a foundation in topics of digital image processing and data mining as applied to geospatial datasets. The aim is for readers to be able to devise and implement automated techniques to extract information from spatial grids such as radar, satellite or high-resolution survey imagery.
Contains a distillation of practical techniques from multiple fields Features techniques illustrated on an easy to understand (and included) population density data set Includes software implementation in Java of the techniques described in the text
Autor*in
Valliappa Lakshmanan
Themen in »Automating the Analysis of Spatial Grids«
Geoinformatics Image processing Pattern recognition Remote sensing