SMURPHS OHC dataset

Data produced by analysis of the SMURPHS ensemble model output, as described in Boland et al 2023 (https://doi.org/10.1029/2022JC018725). This data is required to reproduce the figures from this paper.

See https://doi.org/10.5281/zenodo.6418479 for:
-notebooks to produce the figures from Boland et al 2023 using this data - see below for which tar balls are needed for which figure.
-code to reproduce this data from the SMURPHS model output

To reproduce the figures, you need the following directories/files:
- Figure 1 & Table 2: ohc_tseries, pic_data, other_model_data
- Figure 2: ohc_tseries, pic_data, other_model_data
- Figure 3: ohc_trends
- Figures 4, S2, S3: ohc_xy
- Figures 5, S4-S7: ohc_yz
- Figure 6: ohc_xy
- Figure 7: ohc_yz, other_model_data
- Figure S1: pic_data
- Figure S8: amoc_tseries
- Figure S9: SIE_SH.nc

The data files loaded were created using the python scripts in https://github.com/emmomp/SMURPHS_OHC/code/ as follows:
- ohc_tseries: ohc_by_basin_depth.py
- pic_data: ohc_by_basin_depth_pic.py, ohc_pic_drift.py, ohc_xy_pic_drift.py, ohc_yz_pic_drift.py, ohc_xy_pic.py, ohc_yz_pic.py
- ohc_trends: ohc_weightedtrends_obs.py, ohc_weightedtrends.py
- ohc_xy: ohc_xy.py, ohc_xy_trends.py
- ohc_yz: ohc_yz.py, ohc_yz_trends.py
- amoc_tseries: calculate_AMOC.py
- SIE_SH.nc : calc_SH_SIE.py

For the SMURPHS ensemble, see Dittus et al. 2020 (https://doi.org/10.1029/2019GL085806)

本数据集由对SMURPHS集合模型输出进行解析所得，详情可参考Boland等人于2023年的研究成果（https://doi.org/10.1029/2022JC018725）。该数据集对于重现该论文中的图表至关重要。

详见https://doi.org/10.5281/zenodo.6418479获取以下内容：
- 用于利用本数据重现Boland等人（2023）论文中图表的笔记本；
- 以下列出生成各图表所需的相应tar文件。
- 用于重现SMURPHS模型输出的代码。

为重现图表，需准备以下目录/文件：
- 图1与表2：ohc_tseries, pic_data, other_model_data
- 图2：ohc_tseries, pic_data, other_model_data
- 图3：ohc_trends
- 图4、S2、S3：ohc_xy
- 图5、S4-S7：ohc_yz
- 图6：ohc_xy
- 图7：ohc_yz, other_model_data
- 图S1：pic_data
- 图S8：amoc_tseries
- 图S9：SIE_SH.nc

加载的数据文件系采用位于https://github.com/emmomp/SMURPHS_OHC/code/的python脚本创建，具体如下：
- ohc_tseries：ohc_by_basin_depth.py
- pic_data：ohc_by_basin_depth_pic.py, ohc_pic_drift.py, ohc_xy_pic_drift.py, ohc_yz_pic_drift.py, ohc_xy_pic.py, ohc_yz_pic.py
- ohc_trends：ohc_weightedtrends_obs.py, ohc_weightedtrends.py
- ohc_xy：ohc_xy.py, ohc_xy_trends.py
- ohc_yz：ohc_yz.py, ohc_yz_trends.py
- amoc_tseries：calculate_AMOC.py
- SIE_SH.nc：calc_SH_SIE.py

有关SMURPHS集合模型，请参阅Dittus等人于2020年的研究（https://doi.org/10.1029/2019GL085806）。