Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing - Brossura

 
9783039212156: Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing
Brossura
ISBN 10: 303921215X ISBN 13: 9783039212156
Casa editrice: Mdpi AG, 2019

Sinossi

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.

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Editore
Mdpi AG
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
303921215X
ISBN 13 
9783039212156
Rilegatura
Copertina flessibile
Numero di pagine
438
Redattore
Lee Saro, Jung Hyung-Sup
Contatto del produttore
non disponibile
Persona responsabile
non disponibile