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Downscaling Techniques for High-Resolution Climate Projections

2021-02-11 Science
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Release : 2021-02-11
Genre : Science
Kind : eBook
Book Rating : 062/5 ( reviews)

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Book Synopsis Downscaling Techniques for High-Resolution Climate Projections by : Rao Kotamarthi

Download or read book Downscaling Techniques for High-Resolution Climate Projections written by Rao Kotamarthi. This book was released on 2021-02-11. Available in PDF, EPUB and Kindle. Book excerpt: Downscaling is a widely used technique for translating information from large-scale climate models to the spatial and temporal scales needed to assess local and regional climate impacts, vulnerability, risk and resilience. This book is a comprehensive guide to the downscaling techniques used for climate data. A general introduction of the science of climate modeling is followed by a discussion of techniques, models and methodologies used for producing downscaled projections, and the advantages, disadvantages and uncertainties of each. The book provides detailed information on dynamic and statistical downscaling techniques in non-technical language, as well as recommendations for selecting suitable downscaled datasets for different applications. The use of downscaled climate data in national and international assessments is also discussed using global examples. This is a practical guide for graduate students and researchers working on climate impacts and adaptation, as well as for policy makers and practitioners interested in climate risk and resilience.

Downscaling Techniques for High-Resolution Climate Projections

2021-02-11 Nature
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Release : 2021-02-11
Genre : Nature
Kind : eBook
Book Rating : 75X/5 ( reviews)

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Book Synopsis Downscaling Techniques for High-Resolution Climate Projections by : Rao Kotamarthi

Download or read book Downscaling Techniques for High-Resolution Climate Projections written by Rao Kotamarthi. This book was released on 2021-02-11. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to understanding, using and producing downscaled climate data, for researchers, graduate students, policy makers and practitioners.

Empirical-statistical Downscaling

2008 Science
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Release : 2008
Genre : Science
Kind : eBook
Book Rating : 126/5 ( reviews)

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Book Synopsis Empirical-statistical Downscaling by : Rasmus E. Benestad

Download or read book Empirical-statistical Downscaling written by Rasmus E. Benestad. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt: Empirical-statistical downscaling (ESD) is a method for estimating how local climatic variables are affected by large-scale climatic conditions. ESD has been applied to local climate/weather studies for years, but there are few ? if any ? textbooks on the subject. It is also anticipated that ESD will become more important and commonplace in the future, as anthropogenic global warming proceeds. Thus, a textbook on ESD will be important for next-generation climate scientists.

Statistical Downscaling and Bias Correction for Climate Research

2018-01-18 Mathematics
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Release : 2018-01-18
Genre : Mathematics
Kind : eBook
Book Rating : 050/5 ( reviews)

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Book Synopsis Statistical Downscaling and Bias Correction for Climate Research by : Douglas Maraun

Download or read book Statistical Downscaling and Bias Correction for Climate Research written by Douglas Maraun. This book was released on 2018-01-18. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and practical guide, providing technical background and user context for researchers, graduate students, practitioners and decision makers. This book presents the main approaches and describes their underlying assumptions, skill and limitations. Guidelines for the application of downscaling and the use of downscaled information in practice complete the volume.

Demystifying Climate Models

2016-04-09 Technology & Engineering
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Release : 2016-04-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 597/5 ( reviews)

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Book Synopsis Demystifying Climate Models by : Andrew Gettelman

Download or read book Demystifying Climate Models written by Andrew Gettelman. This book was released on 2016-04-09. Available in PDF, EPUB and Kindle. Book excerpt: This book demystifies the models we use to simulate present and future climates, allowing readers to better understand how to use climate model results. In order to predict the future trajectory of the Earth’s climate, climate-system simulation models are necessary. When and how do we trust climate model predictions? The book offers a framework for answering this question. It provides readers with a basic primer on climate and climate change, and offers non-technical explanations for how climate models are constructed, why they are uncertain, and what level of confidence we should place in them. It presents current results and the key uncertainties concerning them. Uncertainty is not a weakness but understanding uncertainty is a strength and a key part of using any model, including climate models. Case studies of how climate model output has been used and how it might be used in the future are provided. The ultimate goal of this book is to promote a better understanding of the structure and uncertainties of climate models among users, including scientists, engineers and policymakers.

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