.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "generated/model_applications/precipitation/MTD_fcstHRRR-TLE_obsMRMS.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note :ref:`Go to the end ` to download the full example code. .. rst-class:: sphx-glr-example-title .. _sphx_glr_generated_model_applications_precipitation_MTD_fcstHRRR-TLE_obsMRMS.py: MTD: 6hr QPF Use Case ===================== model_applications/precipitation/MTD_fcstHRRR-TLE_obsMRMS.conf .. GENERATED FROM PYTHON SOURCE LINES 9-13 .. contents:: :depth: 1 :local: :backlinks: none .. GENERATED FROM PYTHON SOURCE LINES 15-23 Scientific Objective -------------------- This use case demonstrates the evaluation of an ensemble mean field from a prototype ensemble post-processing technique for time-lagged ensembles (HRRR-TLE). MTD is used to provide useful object attributes and diagnostics on aggregated over a time series. This non-traditional approach provides alternative information and diagnostics to inform model development. .. GENERATED FROM PYTHON SOURCE LINES 25-29 Version Added ------------- METplus version 3.0 .. GENERATED FROM PYTHON SOURCE LINES 31-48 Datasets -------- **Forecast:** NOAA High Resolution Rapid Refresh Time-Lagged Ensemble (HRRR-TLE) forecasts in GRIB2 **Observation**: Multi Radar Multi Sensor (MRMS) **Climatology:** None **Location:** All of the input data required for this use case can be found in a sample data tarball. Each use case category will have one or more sample data tarballs. It is only necessary to download the tarball with the use case’s dataset and not the entire collection of sample data. Click here to access the METplus releases page and download sample data for the appropriate release: https://github.com/dtcenter/METplus/releases This tarball should be unpacked into the directory that you will set the value of INPUT_BASE. See :ref:`running-metplus` section for more information. .. GENERATED FROM PYTHON SOURCE LINES 50-55 METplus Components ------------------ This use case runs MTD (MODE Time Domain) over multiple forecast leads and compares them to the observational data set. .. GENERATED FROM PYTHON SOURCE LINES 57-80 METplus Workflow ---------------- **Beginning time (INIT_BEG):** 2017051003 **End time (INIT_END):** 2017051003 **Increment between beginning and end times (INIT_INCREMENT):** 43200 **Sequence of forecast leads to process (LEAD_SEQ):** 1,2,3 The following tools are used for each run time: MTD This example loops by valid time. For each valid time it will run once, processing forecast leads 1, 2, and 3. There is only one valid time in this example, so the following will be run: Run times: | **Valid:** 2017-05-10_03Z | **Forecast leads:** 1, 2, 3 .. GENERATED FROM PYTHON SOURCE LINES 82-91 METplus Configuration --------------------- METplus first loads all of the configuration files found in parm/metplus_config, then it loads any configuration files passed to METplus via the command line, i.e. parm/use_cases/model_applications/precipitation/MTD_fcstHRRR-TLE_obsMRMS.conf .. highlight:: bash .. literalinclude:: ../../../../parm/use_cases/model_applications/precipitation/MTD_fcstHRRR-TLE_obsMRMS.conf .. GENERATED FROM PYTHON SOURCE LINES 93-107 MET Configuration ----------------- METplus sets environment variables based on user settings in the METplus configuration file. See :ref:`How METplus controls MET config file settings` for more details. **YOU SHOULD NOT SET ANY OF THESE ENVIRONMENT VARIABLES YOURSELF! THEY WILL BE OVERWRITTEN BY METPLUS WHEN IT CALLS THE MET TOOLS!** If there is a setting in the MET configuration file that is currently not supported by METplus you'd like to control, please refer to: :ref:`Overriding Unsupported MET config file settings` .. dropdown:: MTDConfig_wrapped .. literalinclude:: ../../../../parm/met_config/MTDConfig_wrapped .. GENERATED FROM PYTHON SOURCE LINES 109-113 Python Embedding ---------------- This use case does not use Python embedding. .. GENERATED FROM PYTHON SOURCE LINES 115-119 User Scripting -------------- User Scripting is not used in this use case. .. GENERATED FROM PYTHON SOURCE LINES 121-130 Running METplus --------------- Pass the use case configuration file to the run_metplus.py script along with any user-specific system configuration files if desired:: run_metplus.py /path/to/METplus/parm/use_cases/model_applications/precipitation/MTD_fcstHRRR-TLE_obsMRMS.conf /path/to/user_system.conf See :ref:`running-metplus` for more information. .. GENERATED FROM PYTHON SOURCE LINES 132-147 Expected Output --------------- A successful run will output the following both to the screen and to the logfile:: INFO: METplus has successfully finished running. Refer to the value set for **OUTPUT_BASE** to find where the output data was generated. Output for this use case will be found in model_applications/precipitation/MTD_fcstHRRR-TLE_obsMRMS (relative to **OUTPUT_BASE**) and will contain the following files: * mtd_20170510_040000V_2d.txt * mtd_20170510_040000V_3d_single_simple.txt * mtd_20170510_040000V_obj.nc .. GENERATED FROM PYTHON SOURCE LINES 149-169 Keywords -------- .. note:: * MTDToolUseCase * PrecipitationAppUseCase * GRIB2FileUseCase * NetCDFFileUseCase * NOAAWPCOrgUseCase * NOAAHMTOrgUseCase * NOAAHWTOrgUseCase * ConvectionAllowingModelsAppUseCase * ProbabilityVerificationUseCase * DiagnosticsUseCase Navigate to the :ref:`quick-search` page to discover other similar use cases. .. GENERATED FROM PYTHON SOURCE LINES 169-171 .. code-block:: Python # .. _sphx_glr_download_generated_model_applications_precipitation_MTD_fcstHRRR-TLE_obsMRMS.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: MTD_fcstHRRR-TLE_obsMRMS.ipynb ` .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: MTD_fcstHRRR-TLE_obsMRMS.py ` .. container:: sphx-glr-download sphx-glr-download-zip :download:`Download zipped: MTD_fcstHRRR-TLE_obsMRMS.zip ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_