Statistical Postprocessing of Ensemble Forecasts Stéphane Vannitsem

Statistical Postprocessing of Ensemble Forecasts  Stéphane Vannitsem- Ebook Instant Download/Delivery ISBN(s): 9780128123720,0128123729,0128123720, 012812248X

Product details:

• ISBN 10:012812248X
• ISBN 13:9780128122488
• Author: Stéphane Vannitsem, Daniel S. Wilks and Jakob W. Messner

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.

Table contents:

Chapter 1: Uncertain Forecasts From Deterministic Dynamics

Chapter 2: Ensemble Forecasting and the Need for Calibration

Chapter 3: Univariate Ensemble Postprocessing

Chapter 4: Ensemble Postprocessing Methods Incorporating Dependence Structures

Chapter 5: Postprocessing for Extreme Events

Chapter 6: Verification: Assessment of Calibration and Accuracy

Chapter 7: Practical Aspects of Statistical Postprocessing

Chapter 8: Applications of Postprocessing for Hydrological Forecasts

Chapter 9: Application of Postprocessing for Renewable Energy

Chapter 10: Postprocessing of Long-Range Forecasts

Chapter 11: Ensemble Postprocessing With R

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