Intermediate data belonging to "Process-based climate change assessment for European winds using EURO-CORDEX and global models"

This dataset contains the intermediate results of Wohland (2022) that are needed to redo the analysis und produce the figures. It allows to bypass those steps that rely on access to the supercomputers at the German Climate Computing Centre (DKRZ). When using this data in academic work, please reference

Jan Wohland, Process-based climate change assessment for European winds using EURO-CORDEX and global models, Environmental Research Letters (provisionally accepted on 28/11/2022), 2022

Using this data to reproduce results

The data can be used together with the code provided in https://github.com/jwohland/kliwist_modelchain

In the above mentioned github repository, there is a `run_all.py` script that repeats the analysis presented in Wohland (2022). After downloading and extracting this data, you can ignore the steps under "calculations", and begin with "plots".

Underlying data

The dataset draws on output from the CMIP5, CMIP6 and EURO-CORDEX initiatives. I thank the climate modeling groups for making their data openly available. In particular, I acknowledge the World Climate Research Programme’s Working Group on Regional Climate, and the Working Group on Coupled Modelling, former coordinating body of CORDEX and responsible panel for CMIP5. I also acknowledge the Earth System Grid Federation infrastructure an international effort led by the U.S. Department of Energy’s Program for Climate Model Diagnosis and Intercomparison, the European Network for Earth System Modelling and other partners in the Global Organisation for Earth System Science Portals (GO-ESSP). I also acknowledge the World Climate Research Programme, which, through its Working Group on Coupled Modelling, coordinated and promoted CMIP5 and CMIP6.

Funding

This work is part of the project "The influence of climate change on wind energy site assessments – KliWiSt" funded by the German Federal Ministry for Economic Affairs and Climate Action (BMWK).

References to raw data journal articles

Jacob, D. et al. EURO-CORDEX: new high-resolution climate change projections for European impact research. Reg Environ Change 14, 563–578 (2014).

Taylor, K. E., Stouffer, R. J. & Meehl, G. A. An Overview of CMIP5 and the Experiment Design. Bull. Amer. Meteor. Soc. 93, 485–498 (2012).

Hurtt, G. C. et al. Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands. Climatic Change 109, 117–161 (2011).

本数据集包含Wohland(2022)研究的中间结果，可用于复现其分析流程并生成对应图表，同时可绕过依赖德国气候计算中心（German Climate Computing Centre, DKRZ）超级计算机资源的步骤。若在学术工作中使用本数据集，请引用以下文献：
Jan Wohland, 《基于EURO-CORDEX与全球模式的欧洲风能过程化气候变化评估》, 《环境研究快报》（2022年11月28日预接受）, 2022

使用本数据集复现研究结果
本数据集可与https://github.com/jwohland/kliwist_modelchain 中提供的代码配合使用。在上述GitHub仓库内，包含`run_all.py`脚本，可复现Wohland(2022)中呈现的完整分析流程。下载并解压本数据集后，可跳过“计算”环节，直接从“绘图”步骤开始操作。

数据来源说明
本数据集依托CMIP5、CMIP6及EURO-CORDEX计划的输出结果。作者感谢各气候建模团队公开其数据。特别致谢世界气候研究计划区域气候工作组、耦合模式工作组（CORDEX原协调机构及CMIP5责任委员会）；致谢地球系统网格联盟（Earth System Grid Federation, ESGF）基础设施——该国际协作项目由美国能源部气候模式诊断与比较计划、欧洲地球系统模式网络及全球地球系统科学门户组织（Global Organisation for Earth System Science Portals, GO-ESSP）的合作伙伴共同推进；同时致谢世界气候研究计划，其通过耦合模式工作组协调并推动了CMIP5与CMIP6计划。

资助说明
本研究隶属于"气候变化对风能场址评估的影响——KliWiSt"项目，该项目由德国联邦经济事务与气候行动部（German Federal Ministry for Economic Affairs and Climate Action, BMWK）资助。

原始数据文献引用
1. Jacob, D. 等. EURO-CORDEX：用于欧洲影响研究的新高分辨率气候变化预测. 《区域环境变化》14, 563–578 (2014).
2. Taylor, K. E., Stouffer, R. J. & Meehl, G. A. CMIP5概况与试验设计. 《美国气象学会公报》93, 485–498 (2012).
3. Hurtt, G. C. 等. 1500–2100年土地利用情景的协调：600年全球格点年度土地利用变化、木材采伐及次生土地. 《气候变化》109, 117–161 (2011).