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| 1 | +:orphan: |
| 2 | + |
| 3 | +.. _lulcncarhpc: |
| 4 | + |
| 5 | +*************************************************************** |
| 6 | +Running I-WRF on NCAR HPCs with Land Use/Land Cover Change Data |
| 7 | +*************************************************************** |
| 8 | + |
| 9 | +Overview |
| 10 | +======== |
| 11 | + |
| 12 | +Update section with an overview of the following instructions. |
| 13 | + |
| 14 | +Prepare to Use NCAR HPCs |
| 15 | +======================== |
| 16 | + |
| 17 | +Update section with instructions on how to set up the system to run i-wrf. |
| 18 | + |
| 19 | +Examples include: |
| 20 | + |
| 21 | +* Gaining access to the system |
| 22 | +* Creating instances |
| 23 | +* Managing instances. |
| 24 | + |
| 25 | +Preparing the Environment |
| 26 | +========================= |
| 27 | + |
| 28 | +Load the apptainer module:: |
| 29 | + |
| 30 | + module load apptainer |
| 31 | + |
| 32 | +Create a working directory in the scratch area:: |
| 33 | + |
| 34 | + IWRF_WORK_DIR=${SCRATCH}/iwrf_work |
| 35 | + |
| 36 | +Create a directory to store the METplus output:: |
| 37 | + |
| 38 | + LOCAL_OUTPUT_DIR=${IWRF_WORK_DIR}/metplus_out |
| 39 | + mkdir -p ${LOCAL_OUTPUT_DIR} |
| 40 | + |
| 41 | +Create a directory to store temporary Apptainer files |
| 42 | +($TMPDIR is set automatically for all users on NCAR HPC machines):: |
| 43 | + |
| 44 | + export APPTAINER_TMPDIR=${TMPDIR} |
| 45 | + mkdir -p ${APPTAINER_TMPDIR} |
| 46 | + |
| 47 | +Clone the I-WRF GitHub repository to get the configuration files:: |
| 48 | + |
| 49 | + git clone https://github.com/NCAR/i-wrf ${IWRF_WORK_DIR}/i-wrf |
| 50 | + |
| 51 | +Install Docker and Pull Docker Objects |
| 52 | +====================================== |
| 53 | + |
| 54 | +Update section with instructions on how to install Docker and pull docker images needed. |
| 55 | + |
| 56 | +Download Data for WRF |
| 57 | +===================== |
| 58 | + |
| 59 | +Update section with instructions on how to download the data needed to run WRF. |
| 60 | + |
| 61 | +Run WRF |
| 62 | +======= |
| 63 | + |
| 64 | +Update section with instructions on how to run WRF. |
| 65 | + |
| 66 | +Run METplus |
| 67 | +=========== |
| 68 | + |
| 69 | +Pull the METplus and input data containers from DockerHub. :: |
| 70 | + |
| 71 | + apptainer pull ${IWRF_WORK_DIR}/iwrf-metplus.sif docker://ncar/iwrf-metplus:latest |
| 72 | + apptainer pull ${IWRF_WORK_DIR}/data-lulc-input-obs.sif docker://ncar/iwrf-data:lulc-input-obs-d03.apptainer |
| 73 | + apptainer pull ${IWRF_WORK_DIR}/data-lulc-input-wrf.sif docker://ncar/iwrf-data:lulc-input-wrf-d03.apptainer |
| 74 | + |
| 75 | +Set environment variables to bind directories to the container |
| 76 | + |
| 77 | +* Input data directories for WRF and radar observation input data |
| 78 | + * WRF: |
| 79 | + * Local: From data-lulc-input-wrf.sif |
| 80 | + * Container: /data/input/wrf |
| 81 | + * OBS: |
| 82 | + * Local: From data-lulc-input-obs.sif |
| 83 | + * Container: /data/input/obs |
| 84 | +* Config directory containing METplus use case configuration file |
| 85 | + * Local: ${IWRF_WORK_DIR}/i-wrf/use_cases/Land_Use_Land_Cover/METplus |
| 86 | + * Container: /config |
| 87 | +* Plot script directory containing METplotpy configuration files |
| 88 | + * Local: ${IWRF_WORK_DIR}/i-wrf/use_cases/Land_Use_Land_Cover/Visualization |
| 89 | + * Container: /plot_scripts |
| 90 | +* Output directory to write output |
| 91 | + * Local: ${IWRF_WORK_DIR}/metplus_out |
| 92 | + * Container: /data/output |
| 93 | +* Apptainer temp directory |
| 94 | + * Local: ${APPTAINER_TMPDIR} |
| 95 | + * Container: ${APPTAINER_TMPDIR} |
| 96 | + |
| 97 | +:: |
| 98 | + |
| 99 | + LOCAL_METPLUS_CONFIG_DIR=${IWRF_WORK_DIR}/i-wrf/use_cases/Land_Use_Land_Cover/METplus |
| 100 | + LOCAL_PLOT_SCRIPT_DIR=${IWRF_WORK_DIR}/i-wrf/use_cases/Land_Use_Land_Cover/Visualization |
| 101 | + |
| 102 | + export APPTAINER_BIND="${IWRF_WORK_DIR}/data-lulc-input-obs.sif:/data/input/obs:image-src=/,${LOCAL_METPLUS_CONFIG_DIR}:/config,${IWRF_WORK_DIR}/data-lulc-input-wrf.sif:/data/input/wrf:image-src=/,${LOCAL_OUTPUT_DIR}:/data/output,${LOCAL_PLOT_SCRIPT_DIR}:/plot_scripts,${APPTAINER_TMPDIR}:${APPTAINER_TMPDIR}" |
| 103 | + |
| 104 | +Execute the run_metplus.py command inside the container to run the use case |
| 105 | + |
| 106 | +* Accumulated Precipitation:: |
| 107 | + |
| 108 | + apptainer exec ${IWRF_WORK_DIR}/iwrf-metplus.sif /metplus/METplus/ush/run_metplus.py /config/GridStat_apcp_lulc.conf |
| 109 | + |
| 110 | +* Reflectivity:: |
| 111 | + |
| 112 | + apptainer exec ${IWRF_WORK_DIR}/iwrf-metplus.sif /metplus/METplus/ush/run_metplus.py /config/GridStat_refc_lulc.conf |
| 113 | + |
| 114 | +Check that the output data was created locally:: |
| 115 | + |
| 116 | + ls ${LOCAL_OUTPUT_DIR}/grid_stat/* -1 |
| 117 | + |
| 118 | +Check that the METplotpy plots were created locally:: |
| 119 | + |
| 120 | + ls ${LOCAL_OUTPUT_DIR}/met_plot/*/*.png -1 |
| 121 | + |
| 122 | +Visualize the Results |
| 123 | +===================== |
| 124 | + |
| 125 | +In the near future, this exercise will be extended to include instructions to visualize the results. |
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