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2026
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| Online Access: | https://doi.org/10.5281/zenodo.18381651 |
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| _version_ | 1866901953203666944 |
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| author | Wagman, Benjamin |
| author_facet | Wagman, Benjamin |
| contents | <p>E3SMv3 Autocalibration data including E3SMv3 simulations, E3SMv3 parameter values, surrogate model predictions, and observational/reanalysis data. The data are climatologies for four seasons (DJF, MAM, JJA, SON), or sometimes annual means (ANN). Surface field are defined on a lat x lon grid, while fields with a vertical dimension (lev) are zonally-averaged (lat x lev). Data are filled with "nan" if they are not defined for a given season or product. </p> <p>Variables include: </p> <pre><code>RESTOM, dnet_cld_dir, SWCF, LWCF, PRECT, TREFHT, PSL, Z500, U850, U200, RELHUM, T, U, SWCRE_ano_grd_adj, LWCRE_ano_grd_adj, params</code>.</pre> <p>Descriptions and units are found in the variable attributes. </p> <p>Data can be indexed by:</p> <p><code>time = ["ANN", "DJF", "JJA", "MAM", "SON"]</code>, </p> <p><code>product = ["mod", "obs", "sur"]</code>*,</p> <p>*sur is shorthand for surrogate model,</p> <p><code>input_param = [</code><code>'clubb_c1', 'clubb_gamma_coef', 'zmconv_tau', 'zmconv_dmpdz',<br> 'zmconv_micro_dcs', 'nucleate_ice_subgrid', 'p3_nc_autocon_expon',<br> 'p3_qc_accret_expon', 'zmconv_auto_fac', 'zmconv_accr_fac', 'zmconv_ke',<br> 'cldfrc_dp1', 'p3_embryonic_rain_size', 'p3_mincdnc']</code>, </p> <p>and <code>lat</code>, <code>lon</code>, and <code>lev</code>. </p> <p>Model and surrogate data can also be indexed by the "workdir", i.e. a string name assigned to each simulation in the PPE:</p> <p><code>workdir[ens_idx]: [..."ens/workdir.399/20230802.v3alpha02.F2010.pmcpu.intel.8N", </code><br><code> "ens/workdir.400/20230802.v3alpha02.F2010.pmcpu.intel.8N", "ctrl", </code><br><code> "L001", "L002", "L003", "H001", "H002", "H003"]</code></p> <p><code>SWCRE_ano_grd_adj</code> and <code>LWCRE_ano_grd_adj</code> are gridded shortwave cloud feedback and gridded longwave cloud feedback, respectively).</p> <p>Upload version "v2" (January 26, 2026) is identical data to v1, but includes coordinates, units, and variable descriptions. </p> <p>Any errors or misrepresentations of the observational data as they were remapped from their native grids to the merged grid are the fault of the author. See references. </p> <p>This research used computing resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility located at Lawrence Berkeley National Laboratory, operated under Contract No. DE-AC02-05CH11231, using the NERSC award to project E3SM. </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18381651 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Merged E3SMv3 PPE, surrogate predictions, and coarsened reference data Wagman, Benjamin <p>E3SMv3 Autocalibration data including E3SMv3 simulations, E3SMv3 parameter values, surrogate model predictions, and observational/reanalysis data. The data are climatologies for four seasons (DJF, MAM, JJA, SON), or sometimes annual means (ANN). Surface field are defined on a lat x lon grid, while fields with a vertical dimension (lev) are zonally-averaged (lat x lev). Data are filled with "nan" if they are not defined for a given season or product. </p> <p>Variables include: </p> <pre><code>RESTOM, dnet_cld_dir, SWCF, LWCF, PRECT, TREFHT, PSL, Z500, U850, U200, RELHUM, T, U, SWCRE_ano_grd_adj, LWCRE_ano_grd_adj, params</code>.</pre> <p>Descriptions and units are found in the variable attributes. </p> <p>Data can be indexed by:</p> <p><code>time = ["ANN", "DJF", "JJA", "MAM", "SON"]</code>, </p> <p><code>product = ["mod", "obs", "sur"]</code>*,</p> <p>*sur is shorthand for surrogate model,</p> <p><code>input_param = [</code><code>'clubb_c1', 'clubb_gamma_coef', 'zmconv_tau', 'zmconv_dmpdz',<br> 'zmconv_micro_dcs', 'nucleate_ice_subgrid', 'p3_nc_autocon_expon',<br> 'p3_qc_accret_expon', 'zmconv_auto_fac', 'zmconv_accr_fac', 'zmconv_ke',<br> 'cldfrc_dp1', 'p3_embryonic_rain_size', 'p3_mincdnc']</code>, </p> <p>and <code>lat</code>, <code>lon</code>, and <code>lev</code>. </p> <p>Model and surrogate data can also be indexed by the "workdir", i.e. a string name assigned to each simulation in the PPE:</p> <p><code>workdir[ens_idx]: [..."ens/workdir.399/20230802.v3alpha02.F2010.pmcpu.intel.8N", </code><br><code> "ens/workdir.400/20230802.v3alpha02.F2010.pmcpu.intel.8N", "ctrl", </code><br><code> "L001", "L002", "L003", "H001", "H002", "H003"]</code></p> <p><code>SWCRE_ano_grd_adj</code> and <code>LWCRE_ano_grd_adj</code> are gridded shortwave cloud feedback and gridded longwave cloud feedback, respectively).</p> <p>Upload version "v2" (January 26, 2026) is identical data to v1, but includes coordinates, units, and variable descriptions. </p> <p>Any errors or misrepresentations of the observational data as they were remapped from their native grids to the merged grid are the fault of the author. See references. </p> <p>This research used computing resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility located at Lawrence Berkeley National Laboratory, operated under Contract No. DE-AC02-05CH11231, using the NERSC award to project E3SM. </p> |
| title | Merged E3SMv3 PPE, surrogate predictions, and coarsened reference data |
| url | https://doi.org/10.5281/zenodo.18381651 |