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- Statistical Postprocessing of Ensemble Forecasts
- Author : Stéphane Vannitsem
- Publsiher : Elsevier
- Release : 17 May 2018
- ISBN : 012812248X
- Pages : 362 pages
- Rating : /5 from reviews
GET THIS BOOKStatistical Postprocessing of Ensemble Forecasts
Download or read book entitled Statistical Postprocessing of Ensemble Forecasts by author: Stéphane Vannitsem which was release on 17 May 2018 and published by Elsevier with total page 362 pages . This book available in PDF, EPUB and Kindle Format. Statistical Postprocessing of Ensemble Forecasts brings together chapters contributed by international subject-matter experts describing the current state of the art in the statistical postprocessing of ensemble forecasts. The book illustrates the use of these methods in several important applications including weather, hydrological and climate forecasts, and renewable energy forecasting. After an introductory section on ensemble forecasts and prediction systems, the second section of the book is devoted to exposition of the methods available for statistical postprocessing of ensemble forecasts: univariate and multivariate ensemble postprocessing are first reviewed by Wilks (Chapters 3), then Schefzik and Möller (Chapter 4), and the more specialized perspective necessary for postprocessing forecasts for extremes is presented by Friederichs, Wahl, and Buschow (Chapter 5). The second section concludes with a discussion of forecast verification methods devised specifically for evaluation of ensemble forecasts (Chapter 6 by Thorarinsdottir and Schuhen). The third section of this book is devoted to applications of ensemble postprocessing. Practical aspects of ensemble postprocessing are first detailed in Chapter 7 (Hamill), including an extended and illustrative case study. Chapters 8 (Hemri), 9 (Pinson and Messner), and 10 (Van Schaeybroeck and Vannitsem) discuss ensemble postprocessing specifically for hydrological applications, postprocessing in support of renewable energy applications, and postprocessing of long-range forecasts from months to decades. Finally, Chapter 11 (Messner) provides a guide to the ensemble-postprocessing software available in the R programming language, which should greatly help readers implement many of the ideas presented in this book. Edited by three experts with strong and complementary expertise in statistical postprocessing of ensemble forecasts, this book assesses the new and rapidly developing field of ensemble forecast postprocessing as an extension of the use of statistical corrections to traditional deterministic forecasts. Statistical Postprocessing of Ensemble Forecasts is an essential resource for researchers, operational practitioners, and students in weather, seasonal, and climate forecasting, as well as users of such forecasts in fields involving renewable energy, conventional energy, hydrology, environmental engineering, and agriculture. Consolidates, for the first time, the methodologies and applications of ensemble forecasts in one succinct place Provides real-world examples of methods used to formulate forecasts Presents the tools needed to make the best use of multiple model forecasts in a timely and efficient manner
- Author : Stéphane Vannitsem,Daniel S. Wilks,Jakob Messner
- Publisher : Elsevier
- Release Date : 2018-05-17
- Total pages : 362
- ISBN : 012812248X
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Summary : Statistical Postprocessing of Ensemble Forecasts brings together chapters contributed by international subject-matter experts describing the current state of the art in the statistical postprocessing of ensemble forecasts. The book illustrates the use of these methods in several important applications including weather, hydrological and climate forecasts, and renewable energy forecasting. After ...
- Author : Robin Mark Williams
- Publisher : Unknown
- Release Date : 2016
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Statistical Methods for Post processing Ensemble Weather Forecasts written by Robin Mark Williams, published by which was released on 2016. Download full Statistical Methods for Post processing Ensemble Weather Forecasts Books now! Available in PDF, ePub and Kindle....
- Author : Daniel S. Wilks
- Publisher : Elsevier
- Release Date : 2019-06-09
- Total pages : 840
- ISBN : 012812248X
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Summary : Statistical Methods in the Atmospheric Sciences, Fourth Edition, continues the tradition of trying to meet the needs of students, researchers and operational practitioners. This updated edition not only includes expanded sections built upon the strengths of the prior edition, but also provides new content where there have been advances in ...
- Author : Jan Kleissl
- Publisher : Academic Press
- Release Date : 2013-06-25
- Total pages : 462
- ISBN : 012812248X
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Summary : Solar Energy Forecasting and Resource Assessment is a vital text for solar energy professionals, addressing a critical gap in the core literature of the field. As major barriers to solar energy implementation, such as materials cost and low conversion efficiency, continue to fall, issues of intermittency and reliability have come ...
- Author : Thomas Tomkins Warner
- Publisher : Cambridge University Press
- Release Date : 2010-12-02
- Total pages : 212
- ISBN : 012812248X
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Summary : This textbook provides a comprehensive yet accessible treatment of weather and climate prediction, for graduate students, researchers and professionals. It teaches the strengths, weaknesses and best practices for the use of atmospheric models. It is ideal for the many scientists who use such models across a wide variety of applications. ...
- Author : Anonim
- Publisher : Unknown
- Release Date : 2006-05
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Monthly Weather Review written by , published by which was released on 2006-05. Download full Monthly Weather Review Books now! Available in PDF, ePub and Kindle....
- Author : Anonim
- Publisher : Unknown
- Release Date : 2021-04-20
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Conference on Probability and Statistics in Atmospheric Sciences written by , published by which was released on . Download full Conference on Probability and Statistics in Atmospheric Sciences Books now! Available in PDF, ePub and Kindle....
- Author : Anonim
- Publisher : Unknown
- Release Date : 1999
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Conference on Numerical Weather Prediction written by , published by which was released on 1999. Download full Conference on Numerical Weather Prediction Books now! Available in PDF, ePub and Kindle....
- Author : John Michels (Journalist)
- Publisher : Unknown
- Release Date : 2005
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Science written by John Michels (Journalist), published by which was released on 2005. Download full Science Books now! Available in PDF, ePub and Kindle....
- Author : World Meteorological Organization
- Publisher : Unknown
- Release Date : 2005
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Bulletin written by World Meteorological Organization, published by which was released on 2005. Download full Bulletin Books now! Available in PDF, ePub and Kindle....
- Author : Anonim
- Publisher : Unknown
- Release Date : 2007
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Journal of the American Statistical Association written by , published by which was released on 2007. Download full Journal of the American Statistical Association Books now! Available in PDF, ePub and Kindle....
- Author : Anonim
- Publisher : Unknown
- Release Date : 2007
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Nonlinear Processes in Geophysics written by , published by which was released on 2007. Download full Nonlinear Processes in Geophysics Books now! Available in PDF, ePub and Kindle....
- Author : O. Thiele,R.A. Schiffer
- Publisher : Unknown
- Release Date : 1985
- Total pages : 32
- ISBN : 012812248X
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Summary : Read online Understanding Climate written by O. Thiele,R.A. Schiffer, published by which was released on 1985. Download full Understanding Climate Books now! Available in PDF, ePub and Kindle....
- Author : Anonim
- Publisher : Unknown
- Release Date : 2021-04-20
- Total pages : 212
- ISBN : 012812248X
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Summary : Read online Conference on Applied Climatology written by , published by which was released on . Download full Conference on Applied Climatology Books now! Available in PDF, ePub and Kindle....
- Author : Thomas More Hamill
- Publisher : Unknown
- Release Date : 1997
- Total pages : 432
- ISBN : 012812248X
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Summary : Short-range ensemble forecasting (SREF) is a new weather prediction technique designed to address problems created by chaos, i.e., the sensitivity of numerical weather predictions to the initial condition (IC). A set of reduced-resolution forecasts started from slightly different ICs replaces a single, higher-resolution forecast. This research explored the statistical ...