An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross-validation experiment

Author:

Gutiérrez J. M.1ORCID,Maraun D.2ORCID,Widmann M.3,Huth R.45,Hertig E.6ORCID,Benestad R.7,Roessler O.8ORCID,Wibig J.9ORCID,Wilcke R.10,Kotlarski S.11ORCID,San Martín D.112,Herrera S.13,Bedia J.1ORCID,Casanueva A.13ORCID,Manzanas R.1ORCID,Iturbide M.1,Vrac M.14,Dubrovsky M.515,Ribalaygua J.16,Pórtoles J.16ORCID,Räty O.17ORCID,Räisänen J.17ORCID,Hingray B.18ORCID,Raynaud D.18,Casado M. J.19,Ramos P.19,Zerenner T.20,Turco M.21ORCID,Bosshard T.22,Štěpánek P.15ORCID,Bartholy J.23ORCID,Pongracz R.23ORCID,Keller D. E.1124,Fischer A. M.11,Cardoso R. M.25ORCID,Soares P. M. M.25ORCID,Czernecki B.26ORCID,Pagé C.27ORCID

Affiliation:

1. Meteorology Group, Instituto de Física de Cantabria; CSIC-University of Cantabria; Santander Spain

2. Wegener Center for Climate and Global Change; University of Graz; Graz Austria

3. School of Geography, Earth and Environmental Sciences; University of Birmingham; Birmingham UK

4. Department of Physical Geography and Geoecology, Faculty of Science; Charles University; Prague Czech Republic

5. Institute of Atmospheric Physics; Czech Academy of Sciences; Prague Czech Republic

6. Institute of Geography; University of Augsburg; Augsburg Germany

7. The Norwegian Meteorological Institute; Osla Norway

8. Department of Geography/Oeschger Centre for Climate Change Research; University of Bern; Bern Switzerland

9. Department of Meteorology and Climatology; University of Lodz; Lodz Poland

10. Rossby Centre; Swedish Meteorological and Hydrological Institute; Norrköping Sweden

11. Federal Office of Meteorology and Climatology MeteoSwiss; Zurich Switzerland

12. Predictia Intelligent Data Solutions, SME; Madrid Spain

13. Meteorology Group, Departamento de Matemática Aplicada y Computación; University of Cantabria; Santander Spain

14. Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL/CNRS); Paris France

15. Global Change Research Institute, Czech Academy of Sciences; Brno Czech Republic

16. Fundación Para la Investigación del Clima (FIC); Madrid Spain

17. University of Helsinki (UHEL); Helsinki Finland

18. Université Grenoble Alpes, CNRS, IRD, Grenoble INP, IGE; Grenoble France

19. Agencia Estatal de Meteorología (AEMET); Madrid Spain

20. Meteorological Institute; University of Bonn; Bonn Germany

21. Department of Applied Physics; University of Barcelona; Barcelona Spain

22. Swedish Meteorological and Hydrological Institute (SMHI); Norrköping Sweden

23. Eötvös Loránd University (ELU); Budapest Hungary

24. Center for Climate Systems Modeling (C2SM), ETH Zurich; Zurich Switzerland

25. Instituto Dom Luiz; Faculdade de Ciências, Universidade de Lisboa (IDL); Lisboa Portugal

26. Adam Mickiewicz University; Poznań Poland

27. CECI, Université de Toulouse, CNRS, Cerfacs; Toulouse France

Funder

Federación Española de Enfermedades Raras

FP7-ENV-2012

Ministry of Education, Youth, and Sports of the Czech Republic

Publisher

Wiley

Subject

Atmospheric Science

Reference102 articles.

1. Forecasting local daily precipitation patterns in a climate change scenario;Abaurrea;Climate Research,2005

2. 1500 scientists lift the lid on reproducibility;Baker;Nature News,2016

3. Projected changes of extreme precipitation using multi-model approach;Bartholy;Idojaras,2015

4. Bedia , J. Iturbide M. Herrera S. Manzanas R. Gutiérrez J. 2016 downscaleR: Climate data manipulation, bias correction and statistical downscaling http://github.com/SantanderMetGroup/downscaleR/wiki

5. Empirical-Statistical Downscaling

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3