e-Books Library

Library eBook PDF EPUB

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing
Author : Hyung-Sup Jung
Publisher : MDPI
Total Pages : 438
Release : 2019-09-03
ISBN 10 : 9783039212156
ISBN 13 : 303921215X
Language : EN, FR, DE, ES & NL

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.

Related Books

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing
Language: en
Pages: 438
Authors: Hyung-Sup Jung
Categories: Technology & Engineering
Type: BOOK - Published: 2019-09-03 - Publisher: MDPI

As computer and space technologies have been developed, geoscience information systems (GIS) and remote sensing (RS) technologies, which deal with the geospatia
Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing
Language: en
Pages: 647
Authors: Ni-Bin Chang
Categories: Technology & Engineering
Type: BOOK - Published: 2018-02-21 - Publisher: CRC Press

In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made envir
Remote Sensing Digital Image Analysis
Language: en
Pages: 576
Authors: John A. Richards
Categories: Artificial intelligence
Type: BOOK - Published: 2021 - Publisher: Springer Nature

Remote Sensing Digital Image Analysis provides a comprehensive treatment of the methods used for the processing and interpretation of remotely sensed image data
Geographic Information Systems in Geospatial Intelligence
Language: en
Pages: 187
Authors: Rustam B. Rustamov
Categories: Digital mapping
Type: BOOK - Published: 2020 - Publisher: BoD – Books on Demand

Earth observation systems, by use of space science and technology advances, present a large-scale opportunity for applying remote sensing methods with geographi
Machine Learning Algorithms for Signal and Image Processing
Language: en
Pages: 516
Authors: Suman Lata Tripathi
Categories: Technology & Engineering
Type: BOOK - Published: 2022-12-01 - Publisher: John Wiley & Sons

Enables readers to understand the fundamental concepts of machine and deep learning techniques with interactive, real-life applications within signal and image
Geoscience and Remote Sensing
Language: en
Pages: 518
Authors: Pasquale Imperatore
Categories: Technology & Engineering
Type: BOOK - Published: 2010-02-01 - Publisher: BoD – Books on Demand

Our planet is nowadays continuously monitored by powerful remote sensors operating in wide portions of the electromagnetic spectrum. Our capability of acquiring
Multiple Classifier Systems
Language: en
Pages: 540
Authors: Jón Atli Benediktsson
Categories: Computers
Type: BOOK - Published: 2009-06-10 - Publisher: Springer

These proceedings are a record of the Multiple Classi?er Systems Workshop, MCS 2009, held at the University of Iceland, Reykjavik, Iceland in June 2009. Being t
Deep Learning on Edge Computing Devices
Language: en
Pages: 198
Authors: Xichuan Zhou
Categories: Computers
Type: BOOK - Published: 2022-02-18 - Publisher: Elsevier

Deep Learning on Edge Computing Devices: Design Challenges of Algorithm and Architecture focuses on hardware architecture and embedded deep learning, including
Emerging Technologies in Computing
Language: en
Pages: 286
Authors: Pramod Kumar
Categories: Computers
Type: BOOK - Published: 2021-12-21 - Publisher: CRC Press

Emerging Technologies in Computing: Theory, Practice, and Advances reviews the past, current, and future needs of technologies in the computer science field whi
Comprehensive Remote Sensing
Language: en
Pages: 3134
Authors:
Categories: Science
Type: BOOK - Published: 2017-11-08 - Publisher: Elsevier

Comprehensive Remote Sensing covers all aspects of the topic, with each volume edited by well-known scientists and contributed to by frontier researchers. It is