Code & Data to accompany "Greater climate sensitivity implied by anvil cloud thinning" by Sokol et al. (2024)

Code & data to accompany Sokol et al. (2024) Notebook: figures_and_data.ipynb: jupyter notebook for reading in data files, calculating statistics, and creating the figures from the paper. Data Files: rcemip_iwp-resolved_statistics.nc: contains all data derived from RCEMIP and SAM-P3 output needed to conduct the analysis in the paper and generate the figures ecs_output.nc: consolidated output and statistics from four runs of the Bayesian ECS code from the WCRP, which is archived here: https://zenodo.org/records/3945276#.ZFvtAOzMJ8Z SAM-P3_RCE_large_2D.zip: contains three 2D output files from the SAM-P3 experiments uesd in the paper, which are not yet available on the public RCEMIP data archive. These files provide the necessary output for computing ice water path and cloud radiative effects. The summary statistics for these runs are included in rcemip_iwp-resolved_statistics.nc, so these files are only needed if the raw model output is desired. File and variable names follow RCEMIP protocols. SAM-P3_RCE_large295_2D_pub.nc SAM-P3_RCE_large300_2D_pub.nc SAM-P3_RCE_large305_2D_pub.nc本配套代码与数据集对应Sokol等人（2024）的研究成果，配套Notebook（figures_and_data.ipynb）为Jupyter笔记本，用于读取数据文件、计算统计量并生成论文中的各类图表。 数据文件说明如下： 1. `rcemip_iwp-resolved_statistics.nc`：包含源自RCEMIP与SAM-P3模式输出的全部所需数据，可用于开展论文中的分析与图表生成工作。 2. `ecs_output.nc`：整合了WCRP（世界气候研究计划，World Climate Research Programme）的贝叶斯平衡气候敏感度（ECS）代码四次运行的结果与统计量，其存档链接为：https://zenodo.org/records/3945276#.ZFvtAOzMJ8Z。 3. `SAM-P3_RCE_large_2D.zip`：包含论文中所用SAM-P3试验的三份二维输出文件，此类文件尚未在公开的RCEMIP数据存档中发布。这些文件可用于计算冰水路径与云辐射效应，而该试验的统计量汇总数据已包含在`rcemip_iwp-resolved_statistics.nc`中，因此仅当需要获取原始模式输出时才需使用该压缩包。其内包含的三个二维输出文件分别为：`SAM-P3_RCE_large295_2D_pub.nc`、`SAM-P3_RCE_large300_2D_pub.nc`与`SAM-P3_RCE_large305_2D_pub.nc`。 所有文件与变量的命名均遵循RCEMIP规范。