Feature 1516 use case mvmode (#2094)

Co-authored-by: Tracy Hertneky <[email protected]>
Co-authored-by: George McCabe <[email protected]>

.github/parm/use_case_groups.json

@@ -54,6 +54,11 @@
     "index_list": "10-12",
     "run": false
   },
+  {
+    "category": "short_range",
+    "index_list": "13",
+    "run": false
+  },
   {
     "category": "data_assimilation",
     "index_list": "0-1",

docs/use_cases/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.py

@@ -0,0 +1,196 @@
+"""
+MODE: Multivariate  
+=========================================================================
+
+model_applications/
+short_range/
+MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.conf
+
+"""
+##############################################################################
+# Scientific Objective
+# --------------------
+#
+# This use case demonstrates how to run Multivariate MODE to identify complex
+# objects from two or more fields, defined by a logical expression. This use
+# case identifies blizzard-like objects defined by: 1) the presence of snow
+# precipitation type, 2) 10-m winds > 20 mph, and  3) visibility < 1/2 mile.
+# The use of multivariate MODE is well-suited to assess the structure and
+# placement of complex high-impact events such as blizzard conditions and heavy
+# snow bands. Output from this use-case consists of the MODE forecast and observation
+# super objects and the MODE ASCII, NetCDF, and PostScript files.
+#
+
+##############################################################################
+# Datasets
+# --------
+#
+# **Forecast dataset:** 1-hour HRRR in grib2
+#
+# **Observation dataset:** MRMS and HRRR analysis in grib2
+# 
+# The forecast and observation fields are only a subset of the full domain in
+# order for a faster run-time of Multivariate MODE. An example command using
+# wgrib2 to create the HRRR subdomain is::
+#
+#   wgrib2 infile.grib2 -new_grid_winds earth -new_grid lambert:262.5:38.5:38.5:38.5 -83.0:400:3000 37.0:400:3000 outfile.grib2 
+#
+# **Location:** All of the input data required for this use case can be found
+# in the *short_range* sample data tarball.
+# Navigate to `METplus Releases <https://github.com/dtcenter/METplus/releases>`_
+# and download sample data for the appropriate release.
+#
+# This tarball should be unpacked into the directory that you will set the
+# value of INPUT_BASE. See :ref:`running-metplus` for more information.
+
+
+##############################################################################
+# METplus Components
+# ------------------
+#
+# This use case runs MODE using multiple variables to output the super objects
+# based on a user-defined logical expression. Currently, the initial multivariate
+# MODE run only outputs the super objects and additional steps are required to
+# produce the statistical output. GenVxMask is run on a field(s) of interest
+# using the super objects to mask the field(s). Finally, MODE is run a second
+# time on the super-object-masked field(s) to output attribute statistics for
+# the field(s).
+#
+# **Note:** The second MODE run can also be run directly on the super objects if
+# field-specific statistics, such as intensity, is not desired.
+# 
+
+##############################################################################
+# METplus Workflow
+# ----------------
+#
+# The following tools are used for each run time:
+#
+# MODE(mv), GenVxMask(fcst_super), GenVxMask(obs_super), MODE(super)
+# 
+# Where the first instance of MODE runs over multiple variables to identify
+# super objects for the forecast and observation, GenVxMask masks the raw input
+# field(s) using the super objects, and the second instance of MODE is run
+# traditionally to compare the masked forecast and observed super objects and
+# and provide statistics.
+#
+# This example runs a single forecast hour.
+#
+# | **Initialization:** 2021020100
+# | **Forecast lead:** 21
+#
+
+##############################################################################
+# 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:
+# parm/use_cases/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.conf
+#
+# .. highlight:: bash
+# .. literalinclude:: ../../../../parm/use_cases/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.conf
+
+##############################################################################
+# MET Configuration
+# ---------------------
+#
+# METplus sets environment variables based on user settings in the METplus configuration file. 
+# See :ref:`How METplus controls MET config file settings<metplus-control-met>` 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<met-config-overrides>`
+#
+# .. note:: See the :ref:`MODE MET Configuration<mode-met-conf>` section of the User's Guide for more information on the environment variables used in the file below:
+#
+# .. highlight:: bash
+# .. literalinclude:: ../../../../parm/met_config/MODEConfig_wrapped
+
+##############################################################################
+# 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/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.conf /path/to/user_system.conf
+#
+# See :ref:`running-metplus` for more information.
+
+##############################################################################
+# 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 OUTPUT_BASE for the various MET tools
+# and will contain the following files:
+#
+# **mode/2021020100/f21**
+#
+# Multivariate output - first instance
+#
+# Precipitation type = snow
+#
+# * 00/mode_210000L_20210201_210000V_000000A_cts.txt
+# * 00/mode_210000L_20210201_210000V_000000A_obj.nc
+# * 00/mode_210000L_20210201_210000V_000000A_obj.txt
+# * 00/mode_210000L_20210201_210000V_000000A.ps
+#
+# Visibility
+#
+# * 01/mode_210000L_20210201_210000V_000000A_cts.txt
+# * 01/mode_210000L_20210201_210000V_000000A_obj.nc
+# * 01/mode_210000L_20210201_210000V_000000A_obj.txt
+# * 01/mode_210000L_20210201_210000V_000000A.ps
+#
+# 10-m Winds
+#
+# * 02/mode_210000L_20210201_210000V_000000A_cts.txt
+# * 02/mode_210000L_20210201_210000V_000000A_obj.nc
+# * 02/mode_210000L_20210201_210000V_000000A_obj.txt
+# * 02/mode_210000L_20210201_210000V_000000A.ps
+#
+# Super Objects
+#
+# * f_super.nc
+# * o_super.nc
+#
+# MODE 10-m wind super object output - second instance
+#
+# * mode_HRRR_vs_ANALYSIS_WIND_super_Z10_210000L_20210201_210000V_000000A_cts.txt
+# * mode_HRRR_vs_ANALYSIS_WIND_super_Z10_210000L_20210201_210000V_000000A_obj.nc
+# * mode_HRRR_vs_ANALYSIS_WIND_super_Z10_210000L_20210201_210000V_000000A_obj.txt
+# * mode_HRRR_vs_ANALYSIS_WIND_super_Z10_210000L_20210201_210000V_000000A.ps
+#
+# **gen_vx_mask/2021020100**
+#
+# * fcst_wind_super_2021020100_f21.nc
+# * obs_wind_super_2021020121.nc
+
+##############################################################################
+# Keywords
+# --------
+#
+# .. note::
+#
+#   * MODEToolUseCase 
+#   * GenVxMaskToolUseCase 
+#   * ShortRangeAppUseCase
+#   * GRIB2FileUseCase 
+#   * RegriddingInToolUseCase 
+#   * NOAAWPCOrgUseCase
+#   * NCAROrgUseCase 
+#   * DiagnosticsUseCase
+#
+#
+#   Navigate to the :ref:`quick-search` page to discover other similar use cases.
+#
+#
+# sphinx_gallery_thumbnail_path = '_static/short_range-MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.png'
+#

internal/tests/use_cases/all_use_cases.txt

@@ -153,6 +153,7 @@ Category: short_range
 10::UserScript_fcstFV3_fcstOnly_PhysicsTendency_Planview::model_applications/short_range/UserScript_fcstFV3_fcstOnly_PhysicsTendency_Planview.conf:: metplotpy_env
 11::UserScript_fcstFV3_fcstOnly_PhysicsTendency_VerticalProfile::model_applications/short_range/UserScript_fcstFV3_fcstOnly_PhysicsTendency_VerticalProfile.conf:: metplotpy_env
 12::UserScript_fcstFV3_fcstOnly_PhysicsTendency_VerticalCrossSection::model_applications/short_range/UserScript_fcstFV3_fcstOnly_PhysicsTendency_VerticalCrossSection.conf:: metplotpy_env
+13::MODEMultivar_fcstHRRR_obsMRMS_HRRRanl::model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.conf
 
 
 Category: space_weather

parm/use_cases/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.conf

@@ -0,0 +1,134 @@
+[config]
+
+# Documentation for this use-case can be found at:
+# https://metplus.readthedocs.io/en/latest/generated/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl.html
+
+# Processes to run
+PROCESS_LIST = MODE(mv),GenVxMask(fcst_super),GenVxMask(obs_super),MODE(super)
+
+# Time Info
+LOOP_ORDER = times
+LOOP_BY = INIT
+
+INIT_TIME_FMT = %Y%m%d%H
+INIT_BEG = 2021020100
+INIT_END = 2021020100
+
+LEAD_SEQ = 21
+
+MODEL = HRRR
+OBTYPE = ANALYSIS
+
+##################################
+# Multivariate MODE Configurations
+##################################
+# Run MODE to output super objects
+[mv]
+MODE_MULTIVAR_LOGIC = #1 && #2 && #3
+
+FCST_MODE_INPUT_DIR = {INPUT_BASE}/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl
+FCST_MODE_INPUT_TEMPLATE = hrrr.t{init?fmt=%H}z.wrfprsf{lead?fmt=%H}.sub.grib2,hrrr.t{init?fmt=%H}z.wrfprsf{lead?fmt=%H}.sub.grib2,hrrr.t{init?fmt=%H}z.wrfprsf{lead?fmt=%H}.sub.grib2
+
+OBS_MODE_INPUT_DIR = {INPUT_BASE}/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl
+OBS_MODE_INPUT_TEMPLATE = PrecipFlag_00.00_{valid?fmt=%Y%m%d}-{valid?fmt=%2H}0000.sub.grib2,hrrr.t{valid?fmt=%H}z.wrfprsf00.sub.grib2,hrrr.t{valid?fmt=%H}z.wrfprsf00.sub.grib2
+
+MODE_OUTPUT_DIR = {OUTPUT_BASE}/mode
+MODE_OUTPUT_TEMPLATE = {init?fmt=%Y%m%d%H}/f{lead?fmt=%2H}
+
+FCST_VAR1_NAME = CSNOW
+FCST_VAR1_LEVELS = L0
+FCST_VAR1_OPTIONS = conv_radius = 0; conv_thresh = ==1
+
+OBS_VAR1_NAME = PrecipFlag
+OBS_VAR1_LEVELS = L0
+OBS_VAR1_OPTIONS = conv_radius = 0; conv_thresh = ==3
+
+FCST_VAR2_NAME = VIS
+FCST_VAR2_LEVELS = L0
+FCST_VAR2_OPTIONS = conv_radius = 5; conv_thresh = <=804.672; merge_thresh = <=1207.008; merge_flag = THRESH 
+
+OBS_VAR2_NAME = VIS
+OBS_VAR2_LEVELS = L0
+OBS_VAR2_OPTIONS = conv_radius = 5; conv_thresh = <=804.672; merge_thresh = <=1207.008; merge_flag = THRESH
+
+FCST_VAR3_NAME = WIND
+FCST_VAR3_LEVELS = Z10
+FCST_VAR3_OPTIONS = conv_radius = 5; conv_thresh = >=8.9408; merge_thresh = >=6.7056; merge_flag = THRESH
+
+OBS_VAR3_NAME = WIND
+OBS_VAR3_LEVELS = Z10
+OBS_VAR3_OPTIONS = conv_radius = 5; conv_thresh = >=8.9408; merge_thresh = >=6.7056; merge_flag = THRESH
+
+MODE_FCST_FILTER_ATTR_NAME = AREA
+MODE_FCST_FILTER_ATTR_THRESH = >=25
+MODE_OBS_FILTER_ATTR_NAME = AREA
+MODE_OBS_FILTER_ATTR_THRESH = >=25
+
+MODE_MATCH_FLAG = MERGE_BOTH
+
+MODE_REGRID_TO_GRID = FCST
+MODE_REGRID_METHOD = NEAREST
+MODE_REGRID_WIDTH = 1
+MODE_REGRID_VLD_THRESH = 0.5
+
+##########################
+# GenVxMask configurations
+##########################
+# Mask fcst field with the fcst super object field
+[fcst_super]
+GEN_VX_MASK_INPUT_DIR = {INPUT_BASE}/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl
+GEN_VX_MASK_INPUT_TEMPLATE = hrrr.t{init?fmt=%H}z.wrfprsf{lead?fmt=%H}.sub.grib2
+GEN_VX_MASK_INPUT_MASK_DIR = {OUTPUT_BASE}/mode
+GEN_VX_MASK_INPUT_MASK_TEMPLATE = {init?fmt=%Y%m%d%H}/f{lead?fmt=%2H}/f_super.nc
+GEN_VX_MASK_OPTIONS = -type data -input_field 'name="WIND";level="Z10";' -mask_field 'name="super";level="L0";' -thresh 'eq0' -value -9999 -name 'WIND_super'
+GEN_VX_MASK_OUTPUT_DIR = {OUTPUT_BASE}/gen_vx_mask
+GEN_VX_MASK_OUTPUT_TEMPLATE = {init?fmt=%Y%m%d%H}/fcst_wind_super_{init?fmt=%Y%m%d%H}_f{lead?fmt=%2H}.nc
+
+# Mask obs field with the obs super objects
+[obs_super]
+GEN_VX_MASK_INPUT_DIR = {INPUT_BASE}/model_applications/short_range/MODEMultivar_fcstHRRR_obsMRMS_HRRRanl
+GEN_VX_MASK_INPUT_TEMPLATE = hrrr.t{valid?fmt=%H}z.wrfprsf00.sub.grib2
+GEN_VX_MASK_INPUT_MASK_DIR = {OUTPUT_BASE}/mode
+GEN_VX_MASK_INPUT_MASK_TEMPLATE = {init?fmt=%Y%m%d%H}/f{lead?fmt=%2H}/o_super.nc
+GEN_VX_MASK_OPTIONS = -type data -input_field 'name="WIND";level="Z10";' -mask_field 'name="super";level="L0";' -thresh 'eq0' -value -9999 -name 'WIND_super'
+GEN_VX_MASK_OUTPUT_DIR = {OUTPUT_BASE}/gen_vx_mask
+GEN_VX_MASK_OUTPUT_TEMPLATE = {init?fmt=%Y%m%d%H}/obs_wind_super_{valid?fmt=%Y%m%d%H}.nc
+
+#######################
+# MODE on precip supers
+#######################
+[super]
+FCST_VAR1_NAME = WIND_super
+FCST_VAR1_LEVELS = Z10
+
+OBS_VAR1_NAME = WIND_super
+OBS_VAR1_LEVELS = Z10
+
+MODE_CONV_RADIUS = 0
+MODE_CONV_THRESH = ne-9999
+MODE_MERGE_FLAG = NONE
+
+MODE_OUTPUT_PREFIX = {MODEL}_vs_{OBTYPE}_{CURRENT_OBS_NAME}_{CURRENT_OBS_LEVEL}
+
+MODE_GRID_RES = 3
+
+MODE_NC_PAIRS_FLAG_LATLON = TRUE
+MODE_NC_PAIRS_FLAG_RAW = TRUE
+MODE_NC_PAIRS_FLAG_OBJECT_RAW = TRUE
+MODE_NC_PAIRS_FLAG_OBJECT_ID = TRUE
+MODE_NC_PAIRS_FLAG_CLUSTER_ID = TRUE
+MODE_NC_PAIRS_FLAG_POLYLINES = TRUE
+
+MODE_QUILT = True
+
+MODE_PS_PLOT_FLAG = TRUE
+MODE_CT_STATS_FLAG = TRUE
+
+FCST_MODE_INPUT_DIR = {OUTPUT_BASE}/gen_vx_mask
+FCST_MODE_INPUT_TEMPLATE = {init?fmt=%Y%m%d%H}/fcst_wind_super_{init?fmt=%Y%m%d%H}_f{lead?fmt=%2H}.nc
+
+OBS_MODE_INPUT_DIR = {OUTPUT_BASE}/gen_vx_mask
+OBS_MODE_INPUT_TEMPLATE = {init?fmt=%Y%m%d%H}/obs_wind_super_{valid?fmt=%Y%m%d%H}.nc
+
+MODE_OUTPUT_DIR = {OUTPUT_BASE}/mode
+MODE_OUTPUT_TEMPLATE = {init?fmt=%Y%m%d%H}/f{lead?fmt=%2H}