Example data for the paper "Exploring Design Choices For Autoregressive Deep Learning Climate Models"

This is an example dataset accompanying the github repository https://github.com/LSX-UniWue/dl-climate-models and contains athmospheric data for the year 2009 which is mostly a subset from WeatherBench at 5.625° horizontal resolution. This dataset is intended to help getting started with our codebase and to perform inference with our provided pre-trained models without requiring to download the complete dataset. The original and complete data source can be downloaded from WeatherBenchStephan Rasp, Peter D. Dueben, Sebastian Scher, Jonathan A. Weyn, Soukayna Mouatadid, and Nils Thuerey, 2020. WeatherBench: A benchmark dataset for data-driven weather forecasting. arXiv: https://arxiv.org/abs/2002.00469 and solar forcing from the input4MIPs from the CMIP6 Matthes, Katja; Funke, Bernd; Kruschke, Tim; Wahl, Sebastian (2017). input4MIPs.SOLARIS-HEPPA.solar.CMIP.SOLARIS-HEPPA-3-2. Version YYYYMMDD[1].Earth System Grid Federation