Statistical downscaling and bias correction for climate research:
Statistical downscaling and bias correction are becoming standard tools in climate impact studies. This book provides a comprehensive reference to widely-used approaches, and additionally covers the relevant user context and technical background, as well as a synthesis and guidelines for practitione...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2018
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | Statistical downscaling and bias correction are becoming standard tools in climate impact studies. This book provides a comprehensive reference to widely-used approaches, and additionally covers the relevant user context and technical background, as well as a synthesis and guidelines for practitioners. It presents the main approaches including statistical downscaling, bias correction and weather generators, along with their underlying assumptions, skill and limitations. Relevant background information on user needs and observational and climate model uncertainties is complemented by concise introductions to the most important concepts in statistical and dynamical modelling. A substantial part is dedicated to the evaluation of regional climate projections and their value in different user contexts. Detailed guidelines for the application of downscaling and the use of downscaled information in practice complete the volume. Its modular approach makes the book accessible for developers and practitioners, graduate students and experienced researchers, as well as impact modellers and decision makers |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Jan 2018) |
| Beschreibung: | 1 Online-Ressource (xvi, 347 Seiten) |
| ISBN: | 9781107588783 |
| DOI: | 10.1017/9781107588783 |
Internformat
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Datensatz im Suchindex
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| author | Maraun, Douglas Widmann, Martin |
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| discipline | Biologie Geographie |
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| doi_str_mv | 10.1017/9781107588783 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T14:43:13Z |
| indexdate | 2024-07-10T08:52:57Z |
| institution | BVB |
| isbn | 9781107588783 |
| language | English |
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| physical | 1 Online-Ressource (xvi, 347 Seiten) |
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| publishDate | 2018 |
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| publisher | Cambridge University Press |
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| spelling | Maraun, Douglas Verfasser (DE-588)1011655837 aut Statistical downscaling and bias correction for climate research Douglas Maraun, Martin Widmann Cambridge Cambridge University Press 2018 1 Online-Ressource (xvi, 347 Seiten) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Jan 2018) Statistical downscaling and bias correction are becoming standard tools in climate impact studies. This book provides a comprehensive reference to widely-used approaches, and additionally covers the relevant user context and technical background, as well as a synthesis and guidelines for practitioners. It presents the main approaches including statistical downscaling, bias correction and weather generators, along with their underlying assumptions, skill and limitations. Relevant background information on user needs and observational and climate model uncertainties is complemented by concise introductions to the most important concepts in statistical and dynamical modelling. A substantial part is dedicated to the evaluation of regional climate projections and their value in different user contexts. Detailed guidelines for the application of downscaling and the use of downscaled information in practice complete the volume. Its modular approach makes the book accessible for developers and practitioners, graduate students and experienced researchers, as well as impact modellers and decision makers Klimafluktuation (DE-588)4591697-4 gnd rswk-swf Bias (DE-588)4133271-4 gnd rswk-swf Klimaänderung (DE-588)4164199-1 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Climatic changes / Mathematical models Climatic changes / Statistical methods Climatic changes ; Mathematical models Climatic changes ; Statistical methods Klimaänderung (DE-588)4164199-1 s Klimafluktuation (DE-588)4591697-4 s Mathematisches Modell (DE-588)4114528-8 s Statistik (DE-588)4056995-0 s Bias (DE-588)4133271-4 s DE-604 Widmann, Martin Verfasser (DE-588)1152082507 aut Erscheint auch als Druck-Ausgabe 9781107066052 https://doi.org/10.1017/9781107588783 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Maraun, Douglas Widmann, Martin Statistical downscaling and bias correction for climate research Klimafluktuation (DE-588)4591697-4 gnd Bias (DE-588)4133271-4 gnd Klimaänderung (DE-588)4164199-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4591697-4 (DE-588)4133271-4 (DE-588)4164199-1 (DE-588)4114528-8 (DE-588)4056995-0 |
| title | Statistical downscaling and bias correction for climate research |
| title_auth | Statistical downscaling and bias correction for climate research |
| title_exact_search | Statistical downscaling and bias correction for climate research |
| title_exact_search_txtP | Statistical downscaling and bias correction for climate research |
| title_full | Statistical downscaling and bias correction for climate research Douglas Maraun, Martin Widmann |
| title_fullStr | Statistical downscaling and bias correction for climate research Douglas Maraun, Martin Widmann |
| title_full_unstemmed | Statistical downscaling and bias correction for climate research Douglas Maraun, Martin Widmann |
| title_short | Statistical downscaling and bias correction for climate research |
| title_sort | statistical downscaling and bias correction for climate research |
| topic | Klimafluktuation (DE-588)4591697-4 gnd Bias (DE-588)4133271-4 gnd Klimaänderung (DE-588)4164199-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Klimafluktuation Bias Klimaänderung Mathematisches Modell Statistik |
| url | https://doi.org/10.1017/9781107588783 |
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