| Description |
1 online resource |
| Contents |
1. Geostatistics : mathematical and statistical basis / Emmanouil A. Varouchakis -- 2. Background of spatiotemporal geostatistical analysis : application to aquifer level mapping / Emmanouil A. Varouchakis -- 3. Large-scale exploratory analysis of the spatiotemporal distribution of climate projections : applying the STRIVIng toolbox / Vitali Diaz, Gerald Corzo, José R. Pérez -- 4. Spatiotemporal drought analysis at country scale through the application of the STAND toolbox / Vitali Diaz, Gerald Corzo, Henry A.J. Van Lanen, Dimitri P. Solomatine -- 5. Spatiotemporal analysis of extreme rainfall events using an object-based approach / Miguel Laverde-Barajas, Gerald Corzo, Biswa Bhattacharya, Remko Uijlenhoet, Dimitri P. Solomatine -- 6. Spatial and temporal variations' of habitat suitability for fish : a case study in Abras de Mantequilla wetland, Ecuador / Gabriela Alvarez-Mieles, Gerald Corzo, Arthur E. Mynett -- 7. A comparison of spatial-temporal scale between multiscalar drought indices in the South Central region of Vietnam / Hung Manh Le, Gerald Corzo, Vicente Medina, Vitali Diaz Mercado, Bang Luong Nguyen, Dimitri P. Solomatine |
| 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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Hydrological forecasting.
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Hydrology -- Statistical methods
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Hydrometeorology -- Statistical methods
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Spatial analysis (Statistics)
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spatial analysis.
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SCIENCE -- Earth Sciences -- Hydrology.
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Hydrological forecasting
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Hydrology -- Statistical methods
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Hydrometeorology -- Statistical methods
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Spatial analysis (Statistics)
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| Form |
Electronic book
|
| Author |
Corzo, Gerald, editor
|
|
Varouchakis, Emmanouil A., editor
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| ISBN |
9780128117316 |
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0128117311 |
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