Statistical Analysis And Stochastic Modelling Of Hydrological Extremes
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Author |
: Hossein Tabari |
Publisher |
: MDPI |
Total Pages |
: 294 |
Release |
: 2019-10-28 |
ISBN-10 |
: 9783039216642 |
ISBN-13 |
: 3039216643 |
Rating |
: 4/5 (42 Downloads) |
Synopsis Statistical Analysis and Stochastic Modelling of Hydrological Extremes by : Hossein Tabari
Hydrological extremes have become a major concern because of their devastating consequences and their increased risk as a result of climate change and the growing concentration of people and infrastructure in high-risk zones. The analysis of hydrological extremes is challenging due to their rarity and small sample size, and the interconnections between different types of extremes and becomes further complicated by the untrustworthy representation of meso-scale processes involved in extreme events by coarse spatial and temporal scale models as well as biased or missing observations due to technical difficulties during extreme conditions. The complexity of analyzing hydrological extremes calls for robust statistical methods for the treatment of such events. This Special Issue is motivated by the need to apply and develop innovative stochastic and statistical approaches to analyze hydrological extremes under current and future climate conditions. The papers of this Special Issue focus on six topics associated with hydrological extremes: Historical changes in hydrological extremes; Projected changes in hydrological extremes; Downscaling of hydrological extremes; Early warning and forecasting systems for drought and flood; Interconnections of hydrological extremes; Applicability of satellite data for hydrological studies.
Author |
: Ramesh S. V. Teegavarapu |
Publisher |
: |
Total Pages |
: 1022 |
Release |
: 2019 |
ISBN-10 |
: 078441517X |
ISBN-13 |
: 9780784415177 |
Rating |
: 4/5 (7X Downloads) |
Synopsis Statistical Analysis of Hydrologic Variables by : Ramesh S. V. Teegavarapu
This book provides a compilation of statistical analysis methods used to analyze and assess critical variables in the hydrological cycle.
Author |
: Assefa Melesse |
Publisher |
: Elsevier |
Total Pages |
: 584 |
Release |
: 2019-07-03 |
ISBN-10 |
: 9780128159996 |
ISBN-13 |
: 0128159995 |
Rating |
: 4/5 (96 Downloads) |
Synopsis Extreme Hydrology and Climate Variability by : Assefa Melesse
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
Author |
: Victor Ongoma |
Publisher |
: Elsevier |
Total Pages |
: 302 |
Release |
: 2022-06-10 |
ISBN-10 |
: 9780323904209 |
ISBN-13 |
: 0323904203 |
Rating |
: 4/5 (09 Downloads) |
Synopsis Climate Impacts on Extreme Weather by : Victor Ongoma
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
Author |
: Rajiv Gupta |
Publisher |
: CRC Press |
Total Pages |
: 793 |
Release |
: 2023-05-26 |
ISBN-10 |
: 9781000820812 |
ISBN-13 |
: 1000820815 |
Rating |
: 4/5 (12 Downloads) |
Synopsis Recent Advances in Material, Manufacturing, and Machine Learning by : Rajiv Gupta
The role of manufacturing in a country’s economy and societal development has long been established through their wealth generating capabilities. To enhance and widen our knowledge of materials and to increase innovation and responsiveness to ever-increasing international needs, more in-depth studies of functionally graded materials/tailor-made materials, recent advancements in manufacturing processes and new design philosophies are needed at present. The objective of this volume is to bring together experts from academic institutions, industries and research organizations and professional engineers for sharing of knowledge, expertise and experience in the emerging trends related to design, advanced materials processing and characterization, and advanced manufacturing processes.
Author |
: J.B. Marco |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 470 |
Release |
: 2012-12-06 |
ISBN-10 |
: 9789401116978 |
ISBN-13 |
: 9401116970 |
Rating |
: 4/5 (78 Downloads) |
Synopsis Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization by : J.B. Marco
Stochastic hydrology is an essential base of water resources systems analysis, due to the inherent randomness of the input, and consequently of the results. These results have to be incorporated in a decision-making process regarding the planning and management of water systems. It is through this application that stochastic hydrology finds its true meaning, otherwise it becomes merely an academic exercise. A set of well known specialists from both stochastic hydrology and water resources systems present a synthesis of the actual knowledge currently used in real-world planning and management. The book is intended for both practitioners and researchers who are willing to apply advanced approaches for incorporating hydrological randomness and uncertainty into the simulation and optimization of water resources systems. (abstract) Stochastic hydrology is a basic tool for water resources systems analysis, due to inherent randomness of the hydrologic cycle. This book contains actual techniques in use for water resources planning and management, incorporating randomness into the decision making process. Optimization and simulation, the classical systems-analysis technologies, are revisited under up-to-date statistical hydrology findings backed by real world applications.
Author |
: Mauro Naghettini |
Publisher |
: Springer |
Total Pages |
: 658 |
Release |
: 2016-10-26 |
ISBN-10 |
: 9783319435619 |
ISBN-13 |
: 3319435612 |
Rating |
: 4/5 (19 Downloads) |
Synopsis Fundamentals of Statistical Hydrology by : Mauro Naghettini
This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.
Author |
: Sreevalsa Kolathayar |
Publisher |
: Springer Nature |
Total Pages |
: 516 |
Release |
: 2021-11-18 |
ISBN-10 |
: 9789811655012 |
ISBN-13 |
: 9811655014 |
Rating |
: 4/5 (12 Downloads) |
Synopsis Climate Change and Water Security by : Sreevalsa Kolathayar
This book presents the select proceedings of the Virtual Conference on Disaster Risk Reduction (VCDRR 2021). It emphasizes on the role of civil engineering for a disaster resilient society. It presents latest research on climate change and water security focusing on disaster risk reduction. Various topics covered in this book are climate change, stormwater management, flood risk analysis, drought management, water treatment, etc. This book is a comprehensive volume on disaster risk reduction (DRR) and its management for a sustainable built environment. This book is useful for the students, researchers, policy makers and professionals working in the area of civil engineering, climate change and disaster management.
Author |
: Deepesh Machiwal |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 316 |
Release |
: 2012-03-05 |
ISBN-10 |
: 9789400718616 |
ISBN-13 |
: 9400718616 |
Rating |
: 4/5 (16 Downloads) |
Synopsis Hydrologic Time Series Analysis by : Deepesh Machiwal
There is a dearth of relevant books dealing with both theory and application of time series analysis techniques, particularly in the field of water resources engineering. Therefore, many hydrologists and hydrogeologists face difficulties in adopting time series analysis as one of the tools for their research. This book fills this gap by providing a proper blend of theoretical and practical aspects of time sereies analysis. It deals with a comprehensive overview of time series characteristics in hydrology/water resources engineering, various tools and techniques for analyzing time series data, theoretical details of 31 available statistical tests along with detailed procedures for applying them to real-world time series data, theory and methodology of stochastic modelling, and current status of time series analysis in hydrological sciences. In adition, it demonstrates the application of most time series tests through a case study as well as presents a comparative performance evaluation of various time series tests, together with four invited case studies from India and abroad. This book will not only serve as a textbook for the students and teachers in water resources engineering but will also serve as the most comprehensive reference to educate researchers/scientists about the theory and practice of time series analysis in hydrological sciences. This book will be very useful to the students, researchers, teachers and professionals involved in water resources, hydrology, ecology, climate change, earth science, and environmental studies.
Author |
: Gerald Corzo |
Publisher |
: Elsevier |
Total Pages |
: 194 |
Release |
: 2018-11-20 |
ISBN-10 |
: 9780128117316 |
ISBN-13 |
: 0128117311 |
Rating |
: 4/5 (16 Downloads) |
Synopsis Spatiotemporal Analysis of Extreme Hydrological Events by : Gerald Corzo
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