TY - BOOK AU - Pourghasemi,Hamid Reza TI - Computers in earth and environmental sciences: artificial intelligence and advanced technologies in hazards and risk management SN - 0323886159 AV - QE48.8 U1 - 550.285 23 PY - 2022///] CY - Amsterdam, Netherlands, Kidlington, Oxford, United Kingdom, Cambridge, MA, United States PB - Elsevier KW - Earth sciences KW - Data processing KW - Environmental sciences N1 - Includes bibliographical references and index N2 - "Computers in Earth and Environmental Sciences: Artificial Intelligence and Advanced Technologies in Hazards and Risk Management addresses the need for a comprehensive book that focuses on multi-hazard assessments, natural and manmade hazards, and risk management using new methods and technologies that employ GIS, artificial intelligence, spatial modeling, machine learning tools and meta-heuristic techniques. The book is clearly organized into four parts that cover natural hazards, environmental hazards, advanced tools and technologies in risk management, and future challenges in computer applications to hazards and risk management. Researchers and professionals in Earth and Environmental Science who require the latest technologies and advances in hazards, remote sensing, geosciences, spatial modeling and machine learning will find this book to be an invaluable source of information on the latest tools and technologies available. Covers advanced tools and technologies in risk management of hazards in both the Earth and Environmental Sciences Details the benefits and applications of various technologies to assist researchers in choosing the most appropriate techniques for purpose Expansively covers specific future challenges in the use of computers in Earth and Environmental Science Includes case studies that detail the applications of the discussed technologies down to individual hazards"--Publisher UR - https://www.sciencedirect.com/science/book/9780323898614 ER -