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Advances In Streamflow Forecasting

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Advances in Streamflow Forecasting

Advances in Streamflow Forecasting Book
Author : Priyanka Sharma,Deepesh Machiwal
Publisher : Elsevier
Release : 2021-06-15
ISBN : 9780128206737
Language : En, Es, Fr & De

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Book Description :

Advances in Streamflow Forecasting: From Traditional to Modern Approaches covers the three major approaches of streamflow forecasting, including traditional methods such as stochastic time-series modeling, data-driven techniques, and modern techniques of hybrid methods. The book starts by providing the background information and overview of streamflow forecasting. Chapters 2-5 describe various parametric stochastic-modelling methods such as auto-regressive moving average (ARMA), auto-regressive integrated moving average (ARIMA), seasonal auto-regressive integrated moving average (SARIMA), de-seasonalized auto-regressive integrated moving average (DARIMA), periodic auto-regressive moving average (PARMA) for simulation and forecasting the streamflow time series. It also includes the comparison of parametric methods to evaluate the best-fitted model for streamflow forecasting. Chapters 6-13 explain the advance stage of development and verification of streamflow forecasting models involving artificial intelligence methods. In this section, brief theoretical details and applications of non-parametric methods such as multiple linear regression, Thomas-Fiering model, wavelet analysis, support vector machine (SVM), genetic algorithm (GA), artificial neural network (ANN), adaptive neuro fuzzy inference system (ANFIS) are illustrated, and comparisons between parametric methods such as stochastic models and non-parametric or artificial intelligence methods are considered .Finally, Chapters 14-17 include the recent hybrid approaches used to improve the forecast accuracy, and to reduce the uncertainties in streamflow forecasting. The book concludes with a suggested way forward, looking ahead to future needs and challenges in further strengthening streamflow forecasting. This book will be vital for hydrologists when optimizing the water resources system, and to mitigate the impact of destructive natural disasters such as floods and droughts by implementing long-term planning (structural and non-structural measures), and short-term emergency warning. Global contributors to provide the most authoritative outlook on stream forecasting for both flood and drought Covers all available methods of streamflow forecasting methods used in the literature and guides the audience to the best method and tool for them Includes multiple case studies (at least one for every method in each chapter) demonstrating the application of each method

Advances in Water Resources Management

Advances in Water Resources Management Book
Author : Lawrence K. Wang,Chih Ted Yang,Mu-Hao S. Wang
Publisher : Springer
Release : 2015-12-16
ISBN : 3319229249
Language : En, Es, Fr & De

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Book Description :

This volume provides in-depth coverage of such topics as multi-reservoir system operation theory and practice, management of aquifer systems connected to streams using semi-analytical models, one-dimensional model of water quality and aquatic ecosystem-ecotoxicology in river systems, environmental and health impacts of hydraulic fracturing and shale gas, bioaugmentation for water resources protection, wastewater renovation by flotation for water pollution control, determination of receiving water’s reaeration coefficient in the presence of salinity for water quality management, sensitivity analysis for stream water quality management, river ice process, and computer-aided mathematical modeling of water properties. This critical volume will serve as a valuable reference work for advanced undergraduate and graduate students, designers of water resources systems, and scientists and researchers. The goals of the Handbook of Environmental Engineering series are: (1) to cover entire environmental fields, including air and noise pollution control, solid waste processing and resource recovery, physicochemical treatment processes, biological treatment processes, biotechnology, biosolids management, flotation technology, membrane technology, desalination technology, water resources, natural control processes, radioactive waste disposal, hazardous waste management, and thermal pollution control; and (2) to employ a multimedia approach to environmental conservation and protection since air, water, soil and energy are all interrelated.

Advances in Hydroinformatics

Advances in Hydroinformatics Book
Author : Philippe Gourbesville,Jean A. Cunge,Guy Caignaert
Publisher : Springer
Release : 2015-08-21
ISBN : 9812876154
Language : En, Es, Fr & De

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Book Description :

This book is a collection of extended papers based on presentations given during the SIMHYDRO 2014 conference, held in Sophia Antipolis in June 2014. It focuses on the modeling and simulation of fast hydraulic transients, on 3D modeling, and on uncertainties and multiphase flows. The book explores both the limitations and performance of current models and presents the latest developments based on new numerical schemes, high-performance computing, multiphysics and multiscale methods, and better interaction with field or scale model data. It addresses the interests of practitioners, stakeholders, researchers and engineers active in this field.

Advances in Water Science Methodologies

Advances in Water Science Methodologies Book
Author : U Aswathanarayana
Publisher : CRC Press
Release : 2005-05-26
ISBN : 0203086848
Language : En, Es, Fr & De

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Book Description :

This book is a useful guide to employing remote sensing data to explain and illustrate interactions between atmospheric, oceanic and hydrological processes, incorporating the latest developments in the field. A number of applications, such as water resources management, environmental monitoring, climate prediction, agriculture, and preparation

Advances in Hydrology and Hydraulic Engineering

Advances in Hydrology and Hydraulic Engineering Book
Author : Chang Bo Jiang,Zhao Hui Joey Yang
Publisher : Trans Tech Publications Ltd
Release : 2012-10-26
ISBN : 3038139025
Language : En, Es, Fr & De

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Book Description :

These proceedings comprise papers from the 2012 International Conference on Civil, Architectural and Hydraulic Engineering (ICCAHE2012). Volume is indexed by Thomson Reuters CPCI-S (WoS). The 228 peer-reviewed papers are grouped into 8 chapters: Hydrology and Water Resources; Irrigation and Water Conservancy; Water Supply and Drainage Engineering; Flood and Drought Management; Hydraulic Engineering Construction; Hydropower; Hydraulics; Hydraulic Machinery

Assessing the National Streamflow Information Program

Assessing the National Streamflow Information Program Book
Author : National Research Council,Division on Earth and Life Studies,Water Science and Technology Board,Committee on Review of the USGS National Streamflow Information Program
Publisher : National Academies Press
Release : 2004-09-19
ISBN : 0309092108
Language : En, Es, Fr & De

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Book Description :

From warning the public of impending floods to settling legal arguments over water rights, the measurement of streamflow (“streamgagingâ€) plays a vital role in our society. Having good information about how much water is moving through our streams helps provide citizens with drinking water during droughts, control water pollution, and protect wildlife along our stream corridors. The U.S. Geological Survey’s (USGS) streamgaging program provides such information to a wide variety of users interested in human safety, recreation, water quality, habitat, industry, agriculture, and other topics. For regional and national scale streamflow information needs, the USGS has created a National Streamflow Information Program (NSIP). In addition to streamgaging, the USGS envisions intensive data collection during floods and droughts, national assessments of streamflow characteristics, enhanced information delivery, and methods development and research. The overall goals of the program are to: meet legal and treaty obligations on interstate and international waters, support flow forecasting; measure river basin outflows, monitor sentinel watersheds for long-term trends in natural flows, and measure flows for water quality needs. But are these the right topics to collect data on? Or is the USGS on the wrong track? In general, the book is supportive of the design and content of NSIP, including its goals and methodology for choosing stream gages for inclusion in the program. It sees the ultimate goal of NSIP as developing the ability to use existing data-gathering sites to generate streamflow information with quantitative confidence limits at any location in the nation. It is just as important to have good measurements during droughts as during floods, and it therefore recommends supporting Natural Resource Conservation Service forecast sites in addition to those of the National Weather Service.

Hydraulic Engineering

Hydraulic Engineering Book
Author : Howard H. Chang,Joseph C. Hill
Publisher :
Release : 1990
ISBN :
Language : En, Es, Fr & De

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Book Description :

Flood Forecasting Using Machine Learning Methods

Flood Forecasting Using Machine Learning Methods Book
Author : Fi-John Chang,Kuolin Hsu,Li-Chiu Chang
Publisher : MDPI
Release : 2019-02-28
ISBN : 3038975486
Language : En, Es, Fr & De

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Book Description :

Nowadays, the degree and scale of flood hazards has been massively increasing as a result of the changing climate, and large-scale floods jeopardize lives and properties, causing great economic losses, in the inundation-prone areas of the world. Early flood warning systems are promising countermeasures against flood hazards and losses. A collaborative assessment according to multiple disciplines, comprising hydrology, remote sensing, and meteorology, of the magnitude and impacts of flood hazards on inundation areas significantly contributes to model the integrity and precision of flood forecasting. Methodologically oriented countermeasures against flood hazards may involve the forecasting of reservoir inflows, river flows, tropical cyclone tracks, and flooding at different lead times and/or scales. Analyses of impacts, risks, uncertainty, resilience, and scenarios coupled with policy-oriented suggestions will give information for flood hazard mitigation. Emerging advances in computing technologies coupled with big-data mining have boosted data-driven applications, among which Machine Learning technology, with its flexibility and scalability in pattern extraction, has modernized not only scientific thinking but also predictive applications. This book explores recent Machine Learning advances on flood forecast and management in a timely manner and presents interdisciplinary approaches to modelling the complexity of flood hazards-related issues, with contributions to integrative solutions from a local, regional or global perspective.

Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization

Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization Book
Author : NATO Advanced Study Institute on Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization
Publisher : Springer Science & Business Media
Release : 1993
ISBN : 9780792322887
Language : En, Es, Fr & De

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Book Description :

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.

Assembl e G n rale

Assembl  e G  n  rale Book
Author : International Association of Scientific Hydrology
Publisher :
Release : 1948
ISBN :
Language : En, Es, Fr & De

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Assembl e g n rale d Oslo

Assembl  e g  n  rale d Oslo Book
Author : International Association of Scientific Hydrology
Publisher :
Release : 1948
ISBN :
Language : En, Es, Fr & De

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Book Description :