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<title>MDTF example-multicase diagnostic</title>
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<title>Sea Surface Temperature Bias - NOAA OISSTv2</title>
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<img src="../mdtf_diag_banner.png">
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<h3>Multi-Case Example Diagnostic: zonal-average near-surface temperature anomaly</h3>
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<h3>MAR Diagnostic notebook: Sea Surface Temperature Bias - NOAA OISSTv2</h3>
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<p>
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This POD illustrates how multiple cases (experiments) can be analyzed together.
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The MDTF-diagnostics framework initializes and processes each case, writes the environment variables for the cases
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to a yaml file (case_info.yml), and exports an ESM Intake catalog with information about the post-processed
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data for each ease to the working directory (WORK_DIR). The example_multicase POD driver script reads
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environment information from case_info.yml into a dictionary that it references to read data from the
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post-processed files in the data catalog.
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</p>
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<p>
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The example_multicase POD reads near-surface air temperature (TAS) from netcdf output files for multiple cases.
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The POD time averages the TAS data and calculates the anomaly relative to the global mean.
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The anomalies are zonally-averaged and the results from all cases are shown on a single plot.
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This notebook plots the SST bias of a model simulation vs. climataology derived from NOAA OISSTv2
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Authors: Xinru Li and John Krasting
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</p>
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<TABLE>
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<TR>
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<TH align=left style="color:navy;">Time averages
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<TH align=left>Model Results
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<TR>
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<TH align=left>Zonal-mean near-surface temperature anomalies (K)
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<TH align=left>SST bias
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</TABLE>
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<!-- update the name of the template to [your_pod_name]_ipynb.html -->
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<TH align=center><A href=SST_bias_NOAA_OISSTv2_ipynb.html>notebook</A>

diagnostics/mar/SST_bias_NOAA_OISSTv2/SST_bias_NOAA_OISSTv2.ipynb

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"metadata": {},
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"source": [
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"ds = momgrid.Gridset(filelist, force_symmetric=True, return_corners=True)\n",
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"model_type = ds.model\n",
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"model_type = tos_subset.df['source_id'][0] #this will need to be worked through with MAR team\n",
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"ds = ds.data.sel(time=slice(f\"{str(start).zfill(4)}-01-01\",f\"{str(end).zfill(4)}-12-31\"))"
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],
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"outputs": [],
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"id": "3f322d2e-1c88-479f-86c7-5910d71cf3f9",
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"metadata": {},
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"source": [
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"model_type = 'om5'\n",
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"\n",
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"if \"om4\" in model_type:\n",
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" dsobs = xr.open_dataset(\"/archive/John.Krasting/NOAA_OISST_v2_annual_mean_1993-2017_OM4.nc\", use_cftime=True)\n",
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"elif \"om5\" in model_type:\n",

diagnostics/mar/SST_bias_NOAA_OISSTv2/settings.jsonc

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{
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"settings" : {
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"driver" : "SST_bias_NOAA_OISSTv2.ipynb",
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"long_name" : "Example diagnostic",
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"long_name" : "Sea Surface Temperature Bias - NOAA OISSTv2",
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"convention": "gfdl",
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"mar": true,
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"description" : "Example diagnostic",
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"description" : "This notebook plots the SST bias of a model simulation vs. climataology derived from NOAA OISSTv2",
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"runtime_requirements": {
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"python3": ["matplotlib", "xarray", "netCDF4"]
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}

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