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Spatiotemporal analysis of extreme hydrological events /

Spatio-temporal Analysis of Extreme Hydrological Events offers an extensive view of the experiences and applications of the latest developments and methodologies for analyzing and understanding extreme environmental and hydrological events. The book addresses the topic using spatio-temporal methods,...

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Bibliographic Details
Corporate Authors: Elsevier Science & Technology.
Group Author: Corzo, Gerald; Varouchakis, Emmanouil A.
Published: Elsevier,
Publisher Address: Amsterdam, Netherlands :
Publication Dates: [2019]
Literature type: eBook
Language: English
Subjects:
Hydrological forecasting.
Hydrology > Statistical methods.
Hydrometeorology > Statistical methods.
Spatial analysis (Statistics)
SCIENCE / Earth Sciences / Hydrology.
Electronic books.
Online Access: https://www.sciencedirect.com/science/book/9780128116890
Summary: Spatio-temporal Analysis of Extreme Hydrological Events offers an extensive view of the experiences and applications of the latest developments and methodologies for analyzing and understanding extreme environmental and hydrological events. The book addresses the topic using spatio-temporal methods, such as space-time geostatistics, machine learning, statistical theory, hydrological modelling, neural network and evolutionary algorithms. This important resource for both hydrologists and statisticians interested in the framework of spatial and temporal analysis of hydrological events will provide users with an enhanced understanding of the relationship between magnitude, dynamics and the probability of extreme hydrological events.
Carrier Form: 1 online resource (178 pages)
Bibliography: Includes bibliographical references and index.
ISBN: 9780128117316
0128117311
Index Number: GB845
CLC: P338
Contents: Geostatistics : mathematical and statistical basis /
Background of spatiotemporal geostatistical analysis : application to aquifer level mapping /
Large-scale exploratory analysis of the spatiotemporal distribution of climate projections : applying the STRIVIng toolbox /
Spatiotemporal drought analysis at country scale through the application of the STAND toolbox /
Spatiotemporal analysis of extreme rainfall events using an object-based approach /
Spatial and temporal variations' of habitat suitability for fish : a case study in Abras de Mantequilla wetland, Ecuador /
A comparison of spatial-temporal scale between multiscalar drought indices in the South Central region of Vietnam /

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