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Processing and analysis code for paper "Stratocumulus adjustments to aerosol perturbations disentangled with a causal approach". The timeseries data generated by the processing code and use for the analysis code is uploaded separately on zenodo. The analyses use the Tigramite package (Copyright (C) 2014-2022 Jakob Runge, https://github.com/jakobrunge/tigramite). The data that this code is designed for are satellite and renalaysis data from EUMETSAT (Copyright (c) (2020) EUMETSAT), NASA and COPERNICUS (generated using Copernicus Climate Change Service information [2022]). References - Code J. Runge et al. (2015): Identifying causal gateways and mediators in complex spatio-temporal systems. Nature Communications, 6, 8502. http://doi.org/10.1038/ncomms9502 J. Runge, Necessary and sufficient graphical conditions for optimal adjustment sets in causal graphical models with hidden variables, Advances in Neural Information Processing Systems, 2021, 34. https://proceedings.neurips.cc/paper/2021/hash/8485ae387a981d783f8764e508151cd9-Abstract.html References - Data Finkensieper, S., Meirink, J.-F., van Zadelhoff, G.-J., Hanschmann, T., Benas, N., Stengel, M., Fuchs, P., Hollmann, R., Kaiser, J., Werscheck, M.: CLAAS-2.1: CM SAF CLoud property dAtAset using SEVIRI - Edition 2.1. Satellite Application Facility on Climate Monitoring (2020). https://doi.org/10.5676/EUM_SAF_CM/CLAAS/V002_01 Huffman, G.J., Stocker, E.F., Bolvin, D.T., Nelkin, E.J., Tan, J.: GPMIMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V06. MD, Goddard Earth Sciences Data and Information Services Center (GES DISC) (2019). https://doi.org/10.5067/GPM/IMERG/3B-HH/06. Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horanyi, A., Munoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., Th ́ebaut, J.-N.: ERA5 hourly data on single levels from 1959 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS) (2018). https://doi.org/10.24381/cds.adbb2d47 Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horanyi, A., Munoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., Th ́ebaut, J.-N.: ERA5 hourly data on pressure levels from 1959 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS) (2018). https://doi.org/10.24381/cds.bd0915c6 Platnick, S. et al. MODIS atmosphere L3 daily product. NASA https://doi.org/10.5067/MODIS/MOD08_D3.006 (2015).
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