Spatiotemporal Analysis Of Extreme Hydrological Events
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Spatiotemporal Analysis Of Extreme Hydrological Events
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Author : Gerald Corzo
language : en
Publisher: Elsevier
Release Date : 2018-11-20
Spatiotemporal Analysis Of Extreme Hydrological Events written by Gerald Corzo and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-20 with Science categories.
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. Presents spatio-temporal processes, including multivariate dynamic modelling Provides varying methodological approaches, giving the readers multiple hydrological modelling information to use in their work Includes a variety of case studies making the context of the book relatable to everyday working situations
Extreme Hydrological Events New Concepts For Security
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Author : O.F. Vasiliev
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-06-17
Extreme Hydrological Events New Concepts For Security written by O.F. Vasiliev and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-17 with Technology & Engineering categories.
This book addresses the development of advanced methods for the prediction, the estimation of occurrence probabilities and the risk related to extreme hydrological events. It also discusses the reduction of the vulnerability of social, economic, and engineering systems to extreme hydrologic events and the decrease of their effects on such systems.
Spatio Temporal Characterisation Of Drought Data Analytics Modelling Tracking Impact And Prediction
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Author : Vitali Diaz Mercado
language : en
Publisher: CRC Press
Release Date : 2022-02-10
Spatio Temporal Characterisation Of Drought Data Analytics Modelling Tracking Impact And Prediction written by Vitali Diaz Mercado and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-10 with Science categories.
Studies of drought have increased in light of new data availability and advances in spatio-temporal analysis. However, the following gaps still need to be filled: 1) methods to characterise drought that explicitly consider its spatio-temporal features, such as spatial extent (area) and pathway; 2) methods to monitor and predict drought that include the above-mentioned characteristics and 3) approaches for visualising and analysing drought characteristics to facilitate interpretation of its variation. This research aims to explore, analyse and propose improvements to the spatio-temporal characterisation of drought. Outcomes provide new perspectives towards better prediction. The following objectives were proposed. 1) Improve the methodology for characterising drought based on the phenomenon’s spatial features. 2) Develop a visual approach to analysing drought variations. 3) Develop a methodology for spatial drought tracking. 4) Explore machine learning (ML) techniques to predict crop-yield responses to drought. The four objectives were addressed and results are presented. Finally, a scope was formulated for integrating ML and the spatio-temporal analysis of drought. Proposed scope opens a new area of potential for drought prediction (i.e. predicting spatial drought tracks and areas). It is expected that the drought tracking and prediction method will help populations cope with drought and its severe impacts.
Extreme Hydrology And Climate Variability
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Author : Assefa M. Melesse
language : en
Publisher: Elsevier
Release Date : 2019-07-03
Extreme Hydrology And Climate Variability written by Assefa M. Melesse and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-03 with Science categories.
Extreme Hydrology and Climate Variability: Monitoring, Modelling, Adaptation and Mitigation is a compilation of contributions by experts from around the world who discuss extreme hydrology topics, from monitoring, to modeling and management. With extreme climatic and hydrologic events becoming so frequent, this book is a critical source, adding knowledge to the science of extreme hydrology. Topics covered include hydrometeorology monitoring, climate variability and trends, hydrological variability and trends, landscape dynamics, droughts, flood processes, and extreme events management, adaptation and mitigation. Each of the book's chapters provide background and theoretical foundations followed by approaches used and results of the applied studies. This book will be highly used by water resource managers and extreme event researchers who are interested in understanding the processes and teleconnectivity of large-scale climate dynamics and extreme events, predictability, simulation and intervention measures. Presents datasets used and methods followed to support the findings included, allowing readers to follow these steps in their own research Provides variable methodological approaches, thus giving the reader multiple hydrological modeling information to use in their work Includes a variety of case studies, thus making the context of the book relatable to everyday working situations for those studying extreme hydrology Discusses extreme event management, including adaption and mitigation
Hydrological Extremes
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Author : Lars Gottschalk
language : en
Publisher: IAHS Press
Release Date : 1999
Hydrological Extremes written by Lars Gottschalk and has been published by IAHS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Drought forecasting categories.
Hydrological Extremes In A Changing Environment Modelling And Attribution Analysis
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Author : Yanlai Zhou
language : en
Publisher: IWA Publishing
Release Date : 2022-11-15
Hydrological Extremes In A Changing Environment Modelling And Attribution Analysis written by Yanlai Zhou and has been published by IWA Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-15 with Science categories.
This book focuses on climate change and hydrological extremes, i.e. droughts and floods, which are globally important natural hazards with associated costly impacts on society and the environment. Floods and droughts result from the superposition of different processes at various space and time scales: physical processes in the atmosphere, catchments, the river systems, and anthropogenic activities. However, the characteristics of hydrological extremes have been altered due to climate change and variability, such that approaches for their detection, attribution, and the frequency of occurrence need to be revisited as they are no longer stationary processes. For more accurate estimation of hydrological extremes under nonstationary and uncertain conditions, there is a need for holistic assessments. Time–frequency analysis, hydrological modeling, physical-cause analysis, multivariate statistical analysis, and uncertainty analysis are powerful tools for detecting, attributing, and making frequency analysis of nonstationary hydrological extremes in a changing climate. Both nonstationarity and uncertainty of frequency analysis of extreme hydrological events should be integrated to reveal the possible operational alternatives to the assumption of stationarity in hydrological extremes frequency analysis. In Focus – a book series that showcases the latest accomplishments in water research. Each book focuses on a specialist area with papers from top experts in the field. It aims to be a vehicle for in-depth understanding and inspire further conversations in the sector.
Extreme Hydrological Events
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Author : Zbigniew Kundzewicz
language : en
Publisher:
Release Date : 1993
Extreme Hydrological Events written by Zbigniew Kundzewicz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Climatic extremes categories.
Climate Impacts On Extreme Weather
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Author : Victor Ongoma
language : en
Publisher: Elsevier
Release Date : 2022-06-10
Climate Impacts On Extreme Weather written by Victor Ongoma and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-10 with Science categories.
Climate Impacts on Extreme Weather: Current to Future Changes on a Local to Global Scale presents fundamentals and advances in the science of weather and climate extremes, building on the existing knowledge by using regional and global case studies. The book provides an analysis of historical and future changes, physical processes, measurements, space-time variability, socioeconomic impact, and risk management. It provides policy makers, researchers and students working in climate change with a thorough reference for understanding the diverse impacts of extreme weather and climate change on varying geographic scales. With contributions from experts across the globe, the book utilizes methods, case studies, modeling, and analysis to present valuable, up-to-date knowledge about the interaction of climate change, weather and the many implications of the changing environment. Offers comprehensive, up-to-date coverage of climate research related to extremes Includes both regional and global case studies for applying research to practice, providing a deeper understanding of the science Presents both observed and projected findings using primary research and models
River Sediment And Hydrological Extremes Causes Impacts And Management
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Author : Manish Pandey
language : en
Publisher: Springer Nature
Release Date : 2023-10-17
River Sediment And Hydrological Extremes Causes Impacts And Management written by Manish Pandey and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-17 with Science categories.
This edited book provides a platform for knowledge sharing in all areas related to the rivers, sediment and hydrological extremes. It explains the hypothesis that river flow and sediment transport are intimately linked to erosion, scour and sediment deposition. Sediment transport, erosion and deposition are driven by local base-level changes and are highly variable in space and time. These concepts have serious implication for understanding the recent development of the River, Sediment and Hydrological Extremes. The natural hazards posed by hydrologic events and river systems depend on the uncertainty of hydrological events. This ability is affected by change in climatic conditions. Climate change studies have revealed that the frequency of extreme weather phenomena with increasing damage to human assets has gradually grown worldwide. As a consequence, rainfall events concentrated in time and space are expected to lead to serious local flooding and sediment transport in many parts of the world. Floods are remarkable hydro-meteorological phenomena and forceful agents of geomorphic evolution in most physical geographical belts and, from the viewpoint of human society, among the most important environmental hazards. According to the Indian Environment Agency, floods rank as number one on the list of natural disasters in India over the past decade. This book is an attempt to fill the gap in literature and bring forth evidence based latest research about precise estimation of erosion and scour, which is essential to reduce the hazards. The book explains that lack of preparedness and appropriate adaptation strategy makes people more risk-prone. It highlights the vulnerability in South Asia region about the impacts of flood, sediments, and river hazards because a large portion of its population depends on sensitive sectors like agriculture and forestry for livelihoods and several other reasons. The book is relevant for academician, researchers and students of disaster management, hydrology and ecology.
Advanced Hydroinformatics
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Author : Gerald A. Corzo Perez
language : en
Publisher: John Wiley & Sons
Release Date : 2023-12-12
Advanced Hydroinformatics written by Gerald A. Corzo Perez and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-12 with Science categories.
Advanced Hydroinformatics Advanced Hydroinformatics Machine Learning and Optimization for Water Resources The rapid development of machine learning brings new possibilities for hydroinformatics research and practice with its ability to handle big data sets, identify patterns and anomalies in data, and provide more accurate forecasts. Advanced Hydroinformatics: Machine Learning and Optimization for Water Resources presents both original research and practical examples that demonstrate how machine learning can advance data analytics, accuracy of modeling and forecasting, and knowledge discovery for better water management. Volume Highlights Include: Overview of the application of artificial intelligence and machine learning techniques in hydroinformatics Advances in modeling hydrological systems Different data analysis methods and models for forecasting water resources New areas of knowledge discovery and optimization based on using machine learning techniques Case studies from North America, South America, the Caribbean, Europe, and Asia The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.