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portada Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing
Type
Physical Book
Publisher
Author
Year
2019
Language
English
Pages
438
Format
Paperback
Dimensions
24.4x17x3 cm
Weight
0.93 kg.
ISBN13
9783039212156
Categories

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing

Lee, Saro ; Jung, Hyung-Sup (Author) · Mdpi AG · Paperback

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing - Lee, Saro ; Jung, Hyung-Sup

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Synopsis "Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing "

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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