Data Repository - Distinct Roles of Direct and Indirect Electrification in Pathways to a Renewables-dominated European Energy System

This is the data repository to reproduce the scenario analysis of the paper "Distinct roles of direct and indirect electrification in pathways to a renewables-dominated European energy system". The source code for the REMIND version used in this study is available at https://github.com/fschreyer/remind/tree/ElecH2_prod. The scenario config file that was used to start the specific model runs of the paper and that inlucdes all scenario-specific model settings can be found in the repository under ./config/21_regions_EU11/scenario_config_ElecH2.csv. The repository is a fork with slight changes relative to the main release version available at https://github.com/remindmodel/remind/tree/v3.2.1 and https://doi.org/10.5281/zenodo.7852740. The model documentation can be found at https://rse.pik-potsdam.de/doc/remind/3.2.0. Model output data as well as other data that were used in the study are stored in data.zip. Moreover, we added a PlotsData.zip file, which contains the data shown in the figures of the paper. The R script to produce the figures and analysis of the paper can be found in ElecH2paper_Plots.Rmd. We publish a comprehensive dataset of our model output which includes more data than what is needed to reproduce the figures of the paper. Those data can be helpful to compare and contextualize our scenarios or use them for further analyses. However, due to the scope and complexity of our modeling framework, these data need to be used with care. The data used for the analysis of this study have been thoroughly validated. However, we cannot always perform such validation for the whole dataset and data need to treated with caution in particular at high regional or sectoral resolution and with respect to aspects that were not in the focus of the study as there maybe artefacts or limitations of our modeling approach. Please contact us in case you would like to use our scenarios for further analyses. We welcome open and constructive exchange on our data. Contact:Felix SchreyerPotsdam Institute for Climate Impact [e-mail]本数据集仓库用于复现论文《直接与间接电气化在可再生能源主导的欧洲能源系统路径中的差异化作用》的情景分析。 本研究使用的REMIND模型（REMIND）版本的源代码可于https://github.com/fschreyer/remind/tree/ElecH2_prod获取。用于启动本论文特定模型运行的情景配置文件（scenario config file）——包含所有情景专属模型设置——可在本仓库的./config/21_regions_EU11/scenario_config_ElecH2.csv路径下找到。本仓库是基于官方主发行版（https://github.com/remindmodel/remind/tree/v3.2.1 及 https://doi.org/10.5281/zenodo.7852740）进行小幅修改的分支版本。该模型的官方文档可通过https://rse.pik-potsdam.de/doc/remind/3.2.0查阅。 本研究所用的模型输出数据及其他相关数据均存储于data.zip中。此外，本仓库还附带PlotsData.zip文件，其中收录了论文各图表所使用的原始数据。用于生成论文图表与分析结果的R脚本位于ElecH2paper_Plots.Rmd文件中。我们还发布了包含更多数据的完整模型输出数据集，其涵盖内容超出复现论文图表所需的范围，这类数据可用于对比、阐释本研究的情景，或用于后续拓展分析。不过，由于本建模框架的规模与复杂性，使用这些数据时需格外审慎。本研究分析所用的数据均经过严格校验，但我们无法对整个数据集逐一完成校验，因此在高区域或部门分辨率下，以及针对本研究未聚焦的领域使用数据时，需保持谨慎——此类场景下可能存在建模方法带来的人工误差或局限性。若您希望将本研究的情景用于后续分析，请随时与我们联系。我们期待就本数据集开展开放且富有建设性的交流。 联系方式：费利克斯·施赖耶（Felix Schreyer） 波茨坦气候影响研究所 邮箱：[e-mail]