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Computational Intelligence Techniques in Earth and Environmental Sciences
. Ed(S): Islam, Tanvir; Srivastava, Prashant K.; Gupta, Manika; Zhu, Xuan; Mukherjee, Saumitra
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Description for Computational Intelligence Techniques in Earth and Environmental Sciences
Paperback. Editor(s): Islam, Tanvir; Srivastava, Prashant K.; Gupta, Manika; Zhu, Xuan; Mukherjee, Saumitra. Num Pages: 281 pages, 39 black & white illustrations, 50 colour illustrations, 69 colour tables, biography. BIC Classification: KCN; RNA; RNPG; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 15. Weight in Grams: 438.
Computational intelligence techniques have enjoyed growing interest in recent decades among the earth and environmental science research communities for their powerful ability to solve and understand various complex problems and develop novel approaches toward a sustainable earth. This book compiles a collection of recent developments and rigorous applications of computational intelligence in these disciplines. Techniques covered include artificial neural networks, support vector machines, fuzzy logic, decision-making algorithms, supervised and unsupervised classification algorithms, probabilistic computing, hybrid methods and morphic computing. Further topics given treatment in this volume include remote sensing, meteorology, atmospheric and oceanic modeling, climate change, environmental engineering and management, ... Read more
Computational intelligence techniques have enjoyed growing interest in recent decades among the earth and environmental science research communities for their powerful ability to solve and understand various complex problems and develop novel approaches toward a sustainable earth. This book compiles a collection of recent developments and rigorous applications of computational intelligence in these disciplines. Techniques covered include artificial neural networks, support vector machines, fuzzy logic, decision-making algorithms, supervised and unsupervised classification algorithms, probabilistic computing, hybrid methods and morphic computing. Further topics given treatment in this volume include remote sensing, meteorology, atmospheric and oceanic modeling, climate change, environmental engineering and management, ... Read more
Product Details
Format
Paperback
Publication date
2016
Publisher
Springer Netherlands
Number of pages
281
Condition
New
Number of Pages
266
Place of Publication
Dordrecht, Netherlands
ISBN
9789402402391
SKU
V9789402402391
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About . Ed(S): Islam, Tanvir; Srivastava, Prashant K.; Gupta, Manika; Zhu, Xuan; Mukherjee, Saumitra
Dr. Tanvir Islam is working as a post-doctoral scientist with CIRA/CSU at the NOAA/NESDIS Center for Satellite Applications and Research (STAR), College Park, MD, USA. Before joining NOAA/NESDIS, he worked as a visiting scientist/research collaborator at the University of Tokyo, Japan. He finished his PhD from the Department of Civil Engineering, University of Bristol, UK. Dr. Prashant K. Srivastava worked as ... Read more
Reviews for Computational Intelligence Techniques in Earth and Environmental Sciences
“Computational Intelligence Techniques in Earth and Environmental Sciences provides a good introductory to advanced summary of computational intelligence for complex environmental problems. It provides definitions of methods and approaches, and also includes examples where they have been applied to solve complex big data problems. Readers will find that this book helps them to understand the processes involved for environmental related ... Read more