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Automating the Analysis of Spatial Grids

A Practical Guide to Data Mining Geospatial Images for Human & Environmental Applications

Valliappa Lakshmanan

PDF
ca. 149,79 €
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Springer Netherland img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Sonstiges

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.

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Schlagwörter

Geoinformatics, Remote sensing, Image processing, Data mining, Pattern recognition