UID:
almahu_9949711514702882
Umfang:
1 electronic resource (438 p.)
ISBN:
9783039212163
,
3039212168
Inhalt:
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.
Anmerkung:
English
Weitere Ausg.:
ISBN 9783039212156
Weitere Ausg.:
ISBN 303921215X
Sprache:
Englisch
URL:
Volltext
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URL:
Volltext
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