Ecmwf Workshop On Representing Model Uncertainty And Error In Numberical Weather And Climate Prediction Models
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Proceedings Of The Ecmwf Workshop On Representing Model Uncertainty And Error In Numerical Weather And Climate Prediction Models
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Author :
language : en
Publisher:
Release Date : 2011
Proceedings Of The Ecmwf Workshop On Representing Model Uncertainty And Error In Numerical Weather And Climate Prediction Models written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Climatology categories.
Advanced Data Assimilation For Geosciences
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Author : Marc Bocquet
language : en
Publisher: Lecture Notes of the Les Houch
Release Date : 2014
Advanced Data Assimilation For Geosciences written by Marc Bocquet and has been published by Lecture Notes of the Les Houch this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Science categories.
Data assimilation aims at determining as accurately as possible the state of a dynamical system by combining heterogeneous sources of information in an optimal way. Generally speaking, the mathematical methods of data assimilation describe algorithms for forming optimal combinations of observations of a system, a numerical model that describes its evolution, and appropriate prior information. Data assimilation has a long history of application to high-dimensional geophysical systems dating back to the 1960s, with application to the estimation of initial conditions for weather forecasts. It has become a major component of numerical forecasting systems in geophysics, and an intensive field of research, with numerous additional applications in oceanography, atmospheric chemistry, and extensions to other geophysical sciences. The physical complexity and the high dimensionality of geophysical systems have led the community of geophysics to make significant contributions to the fundamental theory of data assimilation. This book gathers notes from lectures and seminars given by internationally recognized scientists during a three-week school held in the Les Houches School of physics in 2012, on theoretical and applied data assimilation. It is composed of (i) a series of main lectures, presenting the fundamentals of the most commonly used methods, and the information theory background required to understand and evaluate the role of observations; (ii) a series of specialized lectures, addressing various aspects of data assimilation in detail, from the most recent developments of the theory to the specificities of various thematic applications.
Proceedings Of The Ecmwf Workshop On Representing Model Uncertainty And Error In Numerical Weather And Climate Prediction Models
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Author :
language : en
Publisher:
Release Date : 2011
Proceedings Of The Ecmwf Workshop On Representing Model Uncertainty And Error In Numerical Weather And Climate Prediction Models written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
Risk And Uncertainty Assessment For Natural Hazards
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Author : Jonathan Rougier
language : en
Publisher: Cambridge University Press
Release Date : 2013-02-21
Risk And Uncertainty Assessment For Natural Hazards written by Jonathan Rougier and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-21 with Nature categories.
A state-of-the-art overview of natural hazard risk assessment, for researchers and professionals in natural-hazard science, risk management and environmental science.
Proceedings Of A Ecmwf Clivar Workshop Held At Ecmwf On Simulation And Prediction Of Intra Seasonal Variability With Emphasis On The Mjo 3 6 November 2003
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Author :
language : en
Publisher:
Release Date : 2004
Proceedings Of A Ecmwf Clivar Workshop Held At Ecmwf On Simulation And Prediction Of Intra Seasonal Variability With Emphasis On The Mjo 3 6 November 2003 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Atmospheric circulation categories.
Monthly Weather Review
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Author :
language : en
Publisher:
Release Date : 1997
Monthly Weather Review written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Electronic journals categories.
Data Assimilation For Atmospheric Oceanic And Hydrologic Applications Vol Iv
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Author : Seon Ki Park
language : en
Publisher: Springer Nature
Release Date : 2021-11-09
Data Assimilation For Atmospheric Oceanic And Hydrologic Applications Vol Iv written by Seon Ki Park and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-09 with Science categories.
This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including adaptive observations, sensitivity analysis, parameter estimation and AI applications. The book is useful to individual researchers as well as graduate students for a reference in the field of data assimilation.
Statistical Postprocessing Of Ensemble Forecasts
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Author : Stéphane Vannitsem
language : en
Publisher: Elsevier
Release Date : 2018-05-17
Statistical Postprocessing Of Ensemble Forecasts written by Stéphane Vannitsem and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-17 with Science categories.
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
Ecmwf Workshop On Representing Model Uncertainty And Error In Numberical Weather And Climate Prediction Models
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Author : European Centre for Medium Range Weather Forecasts
language : en
Publisher:
Release Date : 2011
Ecmwf Workshop On Representing Model Uncertainty And Error In Numberical Weather And Climate Prediction Models written by European Centre for Medium Range Weather Forecasts and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Climatic changes categories.
Proceedings Of The Ecmwf Workshop On Representing Model Uncertainty And Error In Numerical Weatherand Climate Prediction Models
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Author : ECMWF.
language : en
Publisher:
Release Date : 2011
Proceedings Of The Ecmwf Workshop On Representing Model Uncertainty And Error In Numerical Weatherand Climate Prediction Models written by ECMWF. and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.