Dataset and Scripts for article "Convective self-aggregation in diurnally oscillating sea surface temperature and solar forcing experiments" : Part I

This upload contains model code, data, and scripts to reproduce the results presented in the article "Convective self-aggregation in diurnally oscillating sea surface temperature and solar forcing experiments". Due to the large data size, the content is split into two parts: Part I, II, and III. The tarballs CTRL.tar, CTRLsw.tar, EXPT.tar, and EXPTsw.tar are the for models mentioned in Table-I of the paper. Figure 1: Name of the Jupyter notebook used for plotting: Figure_01.ipynb Variables required: ==== 1D ====None ==== 2D ====PW : Provided in ./ Data file information for Figure 1 # --- Case names ---CTRL =SAM6108_RCE_MC_20221230_256x256CTRLsw =SAM6108_RCE_MC_20221230_256x256aEXPT =SAM6108_RCE_MC_20221230_256x256_DCEXPTsw =SAM6108_RCE_MC_20221230_256x256_DCa tar -czvf data_file_1.tar.gz \/fs3/group/mullegrp/Bidyut_Goswami/sam_data/SAM6108_RCE_MC_20221230_256x256/OUT_SAM6108_RCE_MC_20221230_256x256/NETCDF_files/RCE_MC_SAM6108_RCE_MC_20221230_256x256_64.2Dcom_PW.nc \/fs3/group/mullegrp/Bidyut_Goswami/sam_data/SAM6108_RCE_MC_20221230_256x256a/OUT_SAM6108_RCE_MC_20221230_256x256a/NETCDF_files/RCE_MC_SAM6108_RCE_MC_20221230_256x256a_64.2Dcom_PW.nc \/fs3/group/mullegrp/Bidyut_Goswami/sam_data/SAM6108_RCE_MC_20221230_256x256_DC/OUT_SAM6108_RCE_MC_20221230_256x256_DC/NETCDF_files/RCE_MC_SAM6108_RCE_MC_20221230_256x256_DC_64.2Dcom_PW.nc \/fs3/group/mullegrp/Bidyut_Goswami/sam_data/SAM6108_RCE_MC_20221230_256x256_DCa/OUT_SAM6108_RCE_MC_20221230_256x256_DCa/NETCDF_files/RCE_MC_SAM6108_RCE_MC_20221230_256x256_DCa_64.2Dcom_PW.nc ==== 3D ====None Figure 2 Name of the Jupyter notebook used for plotting: Figure_02.ipynb Before using Figure_02.ipynb, psi (streamfunction) is computed in Compute_psimax_CTRL.ipynb (and similarly for other simulations: CTRLsw, EXPT, and EXPTsw) Variables required (in Figure_02.ipynb): ==== 1D ====OLR : Provided in ./1D/ No 2D and 3D variables are read in Figure_02.ipynb."psi" computed as 1D arrays from Compute_psimax_CTRL.ipynb are used by Figure_02.ipynb Variables required by Compute_psimax_CTRL.ipynb ==== 1D ====RHO : Provided in ./1D/ ==== 2D ====MSE : Provided in ./2D/ ==== 3D ====W, TABS, QV : Provided in ./3D/ Figure 3: Name of the Jupyter notebook used for plotting: Figure_03.ipynb Variables required: ==== 1D ====OLR : Provided in ./ ==== 2D ====None ==== 3D ====None Figure 4: Name of the Jupyter notebook used for plotting: Figure_04-Diurnal_Composite.ipynb Variables required: ==== 1D ====OLR : Provided in Figure_2/1D/SST : Provided in ./ SOLIN : Provided in ./LHF : Provided in ./ SHF : Provided in ./ ==== 2D ====None ==== 3D ====None Figure 5: Name of the Jupyter notebook used for plotting: Figure_05.ipynb Variables required (only for the simulation EXPTsw =SAM6108_RCE_MC_20221230_256x256_DCa): ==== 1D ====RHO : Provided in Figure_2/1D/ ==== 2D ====MSE : Provided in Figure_2/2D/ ==== 3D ====W, TABS, QV : Provided in Figure_2/3D/ Figure 6: Name of the Jupyter notebook used for plotting: Figure_06.ipynb Before using Figure_06.ipynb, various timeseries plotted were stored using the script Eqn-2_{CTRL OR CTRLsw OR EXPT OR EXPTsw}.ipynb Variables required by Eqn-2_EXPTsw.ipynb (and similarly for other simulations: CTRL, CTRLsw, and EXPT) ==== 1D ====TABS, THETA, p: Provided in ./1D/ z: Can be read from any of the above files ==== 2D ====MSE : Provided in Figure_2/2D/W5km, IntQN : Provided in ./2D/ ==== 3D ====W, TABS : Provided in Figure_2/3D/QRAD, QN : Provided in ./3D/ Figure 7: Name of the Jupyter notebook used for plotting: MSE_VAR_ANALYSIS_diff_diurnal_20251002_NotNorm.ipynb #################################################################### Important note for case names. ############# The CTRL and EXPTsw are new simulations ran ############# on the new (upgraded) computing resource. ################################################################# # --- Case names ---CTRL=SAM6108_RCE_MC_20250311_256x256_CTRL_e7_rank40EXPTsw=SAM6108_RCE_MC_20250311_256x256_EXPTsw_e8_rank50#----------------------------------------------------------- Variables required ==== 1D ====None ==== 2D ====MSE, SHF, LHF, LWNS, SWNS, LWNT, SWNT, U, V : Provided in ./ ==== 3D ====None Figure 8: Name of the Jupyter notebook used for plotting: Figure_7.ipynb # --- Case names ---CTRL306=SAM6108_RCE_MC_20230802_256x256EXPTlonghomo=SAM6108_RCE_MC_20230226_256x256_DCaEXPTsw=SAM6108_RCE_MC_20221230_256x256_DCa#----------------------------------------------------------- Variables required ==== 1D ====OLR : Provided in ./ ==== 2D ====None ==== 3D ====None