Advances in Streamflow Forecasting

Written By Priyanka Sharma
Advances in Streamflow Forecasting
  • Publsiher : Elsevier
  • Release : 20 June 2021
  • ISBN : 0128209240
  • Pages : 404 pages
  • Rating : /5 from reviews
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Download or read book entitled Advances in Streamflow Forecasting by author: Priyanka Sharma which was release on 20 June 2021 and published by Elsevier with total page 404 pages . This book available in PDF, EPUB and Kindle Format. Advances in Streamflow Forecasting: From Traditional to Modern Approaches covers the three major data-driven approaches of streamflow forecasting including traditional approach of statistical and stochastic time-series modelling with their recent developments, stand-alone data-driven approach such as artificial intelligence techniques, and modern hybridized approach where data-driven models are combined with preprocessing methods to improve the forecast accuracy of streamflows and to reduce the forecast uncertainties. This book starts by providing the background information, overview, and advances made in streamflow forecasting. The overview portrays the progress made in the field of streamflow forecasting over the decades. Thereafter, chapters describe theoretical methodology of the different data-driven tools and techniques used for streamflow forecasting along with case studies from different parts of the world. Each chapter provides a flowchart explaining step-by-step methodology followed in applying the data-driven approach in streamflow forecasting. This book addresses challenges in forecasting streamflows by abridging the gaps between theory and practice through amalgamation of theoretical descriptions of the data-driven techniques and systematic demonstration of procedures used in applying the techniques. Language of this book is kept simple to make the readers understand easily about different techniques and make them capable enough to straightforward replicate the approach in other areas of their interest. 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 nonstructural measures), and short-term emergency warning. Moreover, this book will guide the readers in choosing an appropriate technique for streamflow forecasting depending upon the given set of conditions. Contributions from renowned researchers/experts of the subject from all over the world to provide the most authoritative outlook on streamflow forecasting Provides an excellent overview and advances made in streamflow forecasting over the past more than five decades and covers both traditional and modern data-driven approaches in streamflow forecasting Includes case studies along with detailed flowcharts demonstrating a systematic application of different data-driven models in streamflow forecasting, which helps understand the step-by-step procedures

Advances in Streamflow Forecasting

Advances in Streamflow Forecasting
  • Author : Priyanka Sharma,Deepesh Machiwal
  • Publisher : Elsevier
  • Release Date : 2021-06-20
  • Total pages : 404
  • ISBN : 0128209240
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Summary : Advances in Streamflow Forecasting: From Traditional to Modern Approaches covers the three major data-driven approaches of streamflow forecasting including traditional approach of statistical and stochastic time-series modelling with their recent developments, stand-alone data-driven approach such as artificial intelligence techniques, and modern hybridized approach where data-driven models are combined with preprocessing ...

Advances in Streamflow Forecasting

Advances in Streamflow Forecasting
  • Author : Priyanka Sharma,Deepesh Machiwal
  • Publisher : Elsevier
  • Release Date : 2021-07-19
  • Total pages : 400
  • ISBN : 0128209240
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Summary : Advances in Streamflow Forecasting: From Traditional to Modern Approaches covers the three major data-driven approaches of streamflow forecasting including traditional approach of statistical and stochastic time-series modelling with their recent developments, stand-alone data-driven approach such as artificial intelligence techniques, and modern hybridized approach where data-driven models are combined with preprocessing ...

Advances in Hydrologic Forecasts and Water Resources Management

Advances in Hydrologic Forecasts and Water Resources Management
  • Author : Fi-John Chang,Shenglian Guo
  • Publisher : MDPI
  • Release Date : 2021-01-20
  • Total pages : 272
  • ISBN : 0128209240
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Summary : 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 ...

Advances in Data Based Approaches for Hydrologic Modeling and Forecasting

Advances in Data Based Approaches for Hydrologic Modeling and Forecasting
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-07-25
  • Total pages : 212
  • ISBN : 0128209240
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Summary : Read online Advances in Data Based Approaches for Hydrologic Modeling and Forecasting written by , published by which was released on . Download full Advances in Data Based Approaches for Hydrologic Modeling and Forecasting Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Springer
  • Release Date : 2015-12-16
  • Total pages : 569
  • ISBN : 0128209240
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Summary : 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 ...

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  • Publisher : IntechOpen
  • Release Date : 2012-03-02
  • Total pages : 352
  • ISBN : 0128209240
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Summary : 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. ...

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  • Publisher : Springer Science & Business Media
  • Release Date : 2013-11-12
  • Total pages : 560
  • ISBN : 0128209240
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Summary : 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 ...

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  • Publisher : CRC Press
  • Release Date : 2005-05-26
  • Total pages : 288
  • ISBN : 0128209240
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Summary : 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 Neural Networks isnn 2006

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  • Author : Anonim
  • Publisher : Springer Science & Business Media
  • Release Date : 2006
  • Total pages : 4288
  • ISBN : 0128209240
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Summary : Read online Advances in Neural Networks isnn 2006 written by , published by Springer Science & Business Media which was released on 2006. Download full Advances in Neural Networks isnn 2006 Books now! Available in PDF, ePub and Kindle....

Advances in Machine Learning Research and Application 2011 Edition

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  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release Date : 2012-01-09
  • Total pages : 933
  • ISBN : 0128209240
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Summary : Advances in Machine Learning Research and Application: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Machine Learning. The editors have built Advances in Machine Learning Research and Application: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Machine Learning in ...

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  • Publisher : Springer
  • Release Date : 2019-07-15
  • Total pages : 940
  • ISBN : 0128209240
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Summary : This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections ...

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  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release Date : 2012-12-26
  • Total pages : 1635
  • ISBN : 0128209240
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Summary : Mathematics—Advances in Research and Application: 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Mathematics. The editors have built Mathematics—Advances in Research and Application: 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Mathematics in this eBook to be ...

Advances in Data based Approaches for Hydrologic Modeling and Forecasting

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  • Publisher : World Scientific
  • Release Date : 2010
  • Total pages : 519
  • ISBN : 0128209240
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Summary : 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. ...

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  • Author : Ven Te Chow
  • Publisher : Elsevier
  • Release Date : 2013-10-22
  • Total pages : 450
  • ISBN : 0128209240
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Summary : Advances in Hydroscience, Volume 12-1981 covers articles in the areas of fluid mechanics and hydrology. The book presents articles on advances in cavitation research, applied stochastic theory of storage in evolution, and echohydrodynamics. The text also includes articles on the usefulness and the basic nature of the application of pattern ...

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  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release Date : 2012-12-26
  • Total pages : 3358
  • ISBN : 0128209240
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Summary : Advances in Information Technology Research and Application / 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Information Technology. The editors have built Advances in Information Technology Research and Application / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Information Technology in ...