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About The Book
Description
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As computer and space technologies have been developed geoscience information systems (GIS) and remote sensing (RS) technologies which deal with the geospatial information have been rapidly maturing. Moreover over the last few decades machine learning techniques including artificial neural network (ANN) deep learning decision tree and support vector machine (SVM) have been successfully applied to geospatial science and engineering research fields. The machine learning techniques have been widely applied to GIS and RS research fields and have recently produced valuable results in the areas of geoscience environment natural hazards and natural resources. This book is a collection representing novel contributions detailing machine learning techniques as applied to geoscience information systems and remote sensing.