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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 : 2021-06-01
ISBN : 0128209240
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 background information and an overview of streamflow forecasting. The book concludes with a suggested way forward, looking ahead to future needs and challenges in further strengthening streamflow forecasting. This book is a vital resource for hydrologists optimizing water resource systems to mitigate the impact of destructive natural disasters, such as floods and droughts. Subsequent chapters describe various parametric stochastic-modeling 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, and much more. Provides 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 Hydrologic Forecasts and Water Resources Management

Advances in Hydrologic Forecasts and Water Resources Management Book
Author : Fi-John Chang,Shenglian Guo
Publisher : MDPI
Release : 2021-01-20
ISBN : 3039368044
Language : En, Es, Fr & De

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Book Description :

The impacts of climate change on water resource management, as well as increasingly severe natural disasters over the last decades, have caught global attention. Reliable and accurate hydrological forecasts are essential for efficient water resource management and the mitigation of natural disasters. While the notorious nonlinear hydrological processes make accurate forecasts a very challenging task, it requires advanced techniques to build accurate forecast models and reliable management systems. One of the newest techniques for modeling complex systems is artificial intelligence (AI). AI can replicate the way humans learn and has great capability to efficiently extract crucial information from large amounts of data to solve complex problems. The fourteen research papers published in this Special Issue contribute significantly to the uncertainty assessment of operational hydrologic forecasting under changing environmental conditions and the promotion of water resources management by using the latest advanced techniques, such as AI techniques. The fourteen contributions across four major research areas: (1) machine learning approaches to hydrologic forecasting; (2) uncertainty analysis and assessment on hydrological modeling under changing environments; (3) AI techniques for optimizing multi-objective reservoir operation; (4) adaption strategies of extreme hydrological events for hazard mitigation. The papers published in this issue will not only advance water sciences but also help policymakers to achieve more sustainable and effective water resource management.

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 Data Based Approaches for Hydrologic Modeling and Forecasting

Advances in Data Based Approaches for Hydrologic Modeling and Forecasting Book
Author : Anonim
Publisher : Unknown
Release : 2021-06-13
ISBN : 9814464759
Language : En, Es, Fr & De

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Book Description :

Download Advances in Data Based Approaches for Hydrologic Modeling and Forecasting book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in Hydroinformatics

Advances in Hydroinformatics Book
Author : Philippe Gourbesville,Jean Cunge,Guy Caignaert
Publisher : Springer Science & Business Media
Release : 2013-11-12
ISBN : 9814451428
Language : En, Es, Fr & De

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Book Description :

The book is a collection of extended papers which have been selected for presentation during the SIMHYDRO 2012 conference held in Sophia Antipolis in September 2012. The papers present the state of the art numerical simulation in domains such as (1) New trends in modelling for marine, river & urban hydraulics; (2) Stakeholders & practitioners of simulation; (3) 3D CFD & applications. All papers have been peer reviewed and by scientific committee members with report about quality, content and originality. The target audience for this book includes scientists, engineers and practitioners involved in the field of numerical modelling in the water sector: flood management, natural resources preservation, hydraulic machineries, and innovation in numerical methods, 3D developments and applications.

Climate Models

Climate Models Book
Author : Leonard Druyan
Publisher : IntechOpen
Release : 2012-03-02
ISBN : 9789535101352
Language : En, Es, Fr & De

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Book Description :

Climate Models offers a sampling of cutting edge research contributed by an international roster of scientists. The studies strive to improve our understanding of the physical environment for life on this planet. Each of the 14 essays presents a description of recent advances in methodologies for computer-based simulation of environmental variability. Subjects range from planetary-scale phenomena to regional ecology, from impacts of air pollution to the factors influencing floods and heat waves. The discerning reader will be rewarded with new insights concerning modern techniques for the investigation of the natural world.

Advances in Hydrometry

Advances in Hydrometry Book
Author : J. A. Cole
Publisher : Unknown
Release : 1982
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Advances in Hydrometry book written by J. A. Cole, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in Instrumentation

Advances in Instrumentation Book
Author : Anonim
Publisher : Unknown
Release : 1977
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Proceedings of the ISA Conference and Exhibit.

River Flow Modelling and Forecasting

River Flow Modelling and Forecasting Book
Author : D.A. Kraijenhoff,J.R. Moll
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 9400945361
Language : En, Es, Fr & De

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Book Description :

Advances in computer technology, in the technology of communication and in mathematical modelling of processes in the hydrological cycle have recently improved our potential to protect ourselves against damage through floods and droughts and to control quantities and qualities in our water systems. This development was demonstrated in a 1983 post-experience course at Wageningen University where an international group of experts reviewed successful modelling techniques and described the design and operation of a number of forecasting and control systems in drainage basins and river reaches of various sizes and under various geographical and climat ological conditions. A special effort was made to bridge the gap between theory and practice; case studies showed that each forecasting system was designed to meet a set of specific requirements and they illustrated that the forecasting system can only be expected to operate reliably if, on the one hand, it is based on sound theoretical concepts and methods and if, on the other hand, it is robust so that, also under adverse conditions, it will continue to collect and process the necessary input data and produce correct and timely signals. We were pleased to meet with encouragement for preserving the course material and making it available to a wider public. This was effected by the team of authorf who elaborated, updated and harmonized the materia in two stages; first into an issue of our university department and finally into the manuscript of this book.

Advances in Neural Networks ISNN

Advances in Neural Networks  ISNN     Book
Author : Anonim
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Advances in Neural Networks ISNN book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in the Development and Use of Models in Water Resources

Advances in the Development and Use of Models in Water Resources Book
Author : American Water Resources Association. Annual Conference
Publisher : Amer Water Resources Assn
Release : 1995
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Advances in the Development and Use of Models in Water Resources book written by American Water Resources Association. Annual Conference, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in Data based Approaches for Hydrologic Modeling and Forecasting

Advances in Data based Approaches for Hydrologic Modeling and Forecasting Book
Author : Bellie Sivakumar,Ronny Berndtsson
Publisher : World Scientific
Release : 2010
ISBN : 9814307971
Language : En, Es, Fr & De

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Book Description :

This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each stochastic methods, parameter estimation techniques, scaling and fractal methods, remote sensing, artificial neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos methods. These approaches are chosen to address a wide range of hydrologic system characteristics, processes, and the associated problems. Each of these eight approaches includes a comprehensive review of the fundamental concepts, their applications in hydrology, and a discussion on potential future directions.

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.

Hydraulic Engineering

Hydraulic Engineering Book
Author : Howard H. Chang,Joseph C. Hill
Publisher : Unknown
Release : 1990
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Hydraulic Engineering book written by Howard H. Chang,Joseph C. Hill, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Long range Seasonal Streamflow Forecasting and the El Ni o Southern Oscillation

Long range Seasonal Streamflow Forecasting and the El Ni  o Southern Oscillation Book
Author : Thomas Christopher Piechota
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Long range Seasonal Streamflow Forecasting and the El Ni o Southern Oscillation book written by Thomas Christopher Piechota, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Water

Water Book
Author : Richard G. Lawford,Richard Lawford,Denise Fort,Susanna Eden,Holly Hartmann,Holly H.. Hartmann
Publisher : American Geophysical Union
Release : 2003-01-10
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Published by the American Geophysical Union as part of the Water Resources Monograph Series, Volume 16. From the local to the global scale, water use and sustainability are issues of pressing importance. Never before has water science needed to inform water policy so much, and never before have we seen how challenging it is to advance that relationship. How rapidly is the demand for water growing? What climate- or pollution-imposed limits to water supplies exist, and how can we best manage them? Will privatization benefit water management, resource development, and the environment? How can science work more closely with the policy and engineering communities to perfect knowledge-based water planning? Water: Science, Policy, and Management discusses these issues, and more. Scientists in water research and geography, water policy experts, water managers and engineers, lawyers grappling with water issues, and environmentalists concerned with the state of water internationally will find this book a significant resource now and in the coming years.

Journal of Hydrometeorology

Journal of Hydrometeorology Book
Author : Anonim
Publisher : Unknown
Release : 2007
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Journal of Hydrometeorology book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Proceedings of the Specialty Conference on Advances in Irrigation and Drainage

Proceedings of the Specialty Conference on Advances in Irrigation and Drainage Book
Author : John Borrelli,Victor R. Hasfurther,Robert D. Burman
Publisher : Unknown
Release : 1983
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Proceedings of the Specialty Conference on Advances in Irrigation and Drainage book written by John Borrelli,Victor R. Hasfurther,Robert D. Burman, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Forecasting Streamflow for Colorado River Systems

Forecasting Streamflow for Colorado River Systems Book
Author : D. C. Wang,Jose D. Salas
Publisher : Unknown
Release : 1991
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Forecasting Streamflow for Colorado River Systems book written by D. C. Wang,Jose D. Salas, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.