NCEP’s UNIFIED POST PROCESSOR (UPP) Hui-Ya Chuang NOAA/NCEP/EMC 2016 NMMB Tutorial

Overview NCEP uses UPP as the common post processor for all operational models, including NAM (NMMB), GFS, GEFS, HWRF, SREF, RAP, and HRRR Forecasts from different models are computed the same way in UPP and can therefore be verified fairly UPP generates output in GRIB1 or GRIB2 UPP enables product generation on any output grid

Components of the UPP The UPP has two components: post and copygb. NMMB output Visualization copygb post control file

Functions and features of post Performs vertical interpolation onto isobaric and other non-model surfaces Computes diagnostic fields An MPI-parallel code that will run faster with more processors

Functions of copygb Performs horizontal interpolation to a defined output grid Creates an output grid different than the model integration domain. Performs de-staggering for models that are on staggered grids, such as NMMB many visualization packages cannot properly handle staggered grids

Fields generated by the UPP The UPP currently outputs hundreds of possible fields. Complete list in the Post Processing Utilities Chapter of the user guide online: http://www.dtcenter.org/wrf-nmm/users/docs/user_guide/V3/users_guide_nmm_chap1-7.pdf Sample fields generated by UPP: T, Z, humidity, wind, cloud water, cloud ice, rain, snow, and aerosol on isobaric levels Shelter level T, humidity, and wind fields Two types of SLP

Fields generated by the UPP 4) Precipitation-related fields: accumulated and instantaneous precipitation for total, convective, and grid scale 5) PBL-related fields: PBL height, 6 layers of PBL 30 hPa layer-averaged temperature, humidity, and wind 6) Radiative and Surface fluxes 7) Cloud related fields: Cloud fraction, Cloud top/bottom p, Z, and T (conv, GS, total) 8) Aviation products: in-flight icing, turbulence and ceiling

Fields generated by the UPP 9) Diagnostic fields: Vorticity and geostrophic stream function Isentropic fields WMO-defined and dynamic tropopause fields Precipitation type Satellite look-alike products Radar reflectivity for some models

Computation of atmospheric isobaric fields Vertical interpolation of all state fields from model to pressure levels is performed in linear in ln(p) fashion. The NMMB model does not output height fields, so the post processor generates model level heights by integrating the hypsometric equation.

Computation of underground isobaric fields All underground wind components are the same as those at the first model level above ground. Temperature applies a constant qv computed from an average of the 2nd and 3rd model levels above ground. Humidity fields are defined by maintaining the average RH of the 2nd and 3rd model levels above the surface.

Derivation of sea level pressure Standard NCEP SLP (Shuell): Based on underground temperatures extrapolated using a constant lapse rate, but subject to the Shuell correction. Can be very noisy over mountainous terrain in higher-resolution model runs Membrane NCEP SLP: Underground temperatures recomputed by solving using using successive overrelaxation. Hydrostatic integration of this smooth underground temperature field yields a much smoother SLP field.

Computation of simulated Satellite Products They are derived by calling Community Radiative Transfer Model (CRTM) forward model using model predicted cloud, moisture, and surface fields as input Allow users to make direct comparisons between satellite observations and model forecast EMC has been generating NADIR simulated GOES products operationally for both NAM (NMMB) and GFS since 2007 HWRF also outputs several simulated microwave products

Computation of simulated radar reflectivity Different algorithms are used depending on the microphysics (MP) option used in the model run: Ferrier MP scheme: consistent with assumptions made in Ferrier MP scheme (details in Ferrier’s 94 JAS publication). Thompson MP scheme: computed in model Other MP schemes: adopted from RIP4. More information can be found online: http://www.mmm.ucar.edu/wrf/users/docs/ripug.htm

Shelter level fields and PBL height Shelter level fields and PBL height are direct output from each model They are not interpolated or diagnosed in the post This ensures that these fields are derived within the model based on surface and PBL physics used in your model runs

Input to run post Post needs two input files: itag: a text file which post reads via unit 5 to provide information on model output file name format of model output (nemsio, binary, or netcdf) forecast validation time model name (e.g., NMM for NMMB) nam_cntrl.parm: post control file specifying fields/levels to output for Grib1 In the scripts provided in with tutorial, these files are automatically generated or linked

Post control file: nam_cntrl.parm Users specify which fields or which level(s) of fields to output by modifying control file, e.g., GRIB packing precision** (PRESS ON MDL SFCS ) SCAL=(6.0) L=(11000 00000 00000 00000 00000 00000 00000… (HEIGHT ON MDL SFCS ) SCAL=(6.0) Each column represents a single model/isobaric level: “1” = output, “0” = no output Product description – post code keys on these character strings. ** larger values  more precision, but larger GRIB files.

Post control file: nam_cntrl.parm The included nam_cntrl.parm file is used for operational NAM post processing. The Table 3 in previously mentioned users’ guide explains the character string abbreviations used in the control file: http://www.dtcenter.org/wrf-nmm/users/docs/user_guide/V3/users_guide_nmm_chap1-7.pdf

Outputting fields on different vertical coordinates Post outputs on several vertical coordinates: Native model levels 47 default or user-specified isobaric levels 15 flight/wind energy levels: 30, 50, 80, 100, …, 2743, 3658, 4572, 6000 m (above ground or above MSL) 6 PBL layers: each averaged over a 30 hPa deep layer 2 AGL radar levels: 1000 & 4000 m Except for AGL radar and isobaric levels, vertical levels are listed from the ground surface up in nam_cntrl.parm.

Examples of using Post control file Output T every 50 hPa from 50 hPa to 1000 hPa: (TEMP ON PRESS SFCS ) SCAL=( 4.0) L=(00000 01001 01…) 2 5 7 10 20 30 50 70 75 100 125 150 Isobaric levels increase from left to right: 2, 5, 7, 10, 20, 30, 50, 70, then every 25 hPa from 75-1000 hPa. Isobaric levels every 50 hPa: L=(00000 01001 01010 10101 01010 10101 01010 10101 01010 10000 00000 00000 00000 00000) Isobaric levels every 25 hPa: L=(00000 01011 11111 11111 11111 11111 11111 11111 11111 10000 00000 00000 00000 00000)

Examples of using Post control file Output instantaneous surface sensible heat flux: (INST SFC SENHEAT FX ) SCAL=( 4.0) L=(10000 00000 00000 00000 00000 00000 00000 00000 00000 00000…) Output the U-wind component at the 5 lowest model levels: (U WIND ON MDL SFCS ) SCAL=( 4.0) L=(11111 00000 00000 00000 00000 00000 00000 00000 00000 00000…) Output U-wind component at 30, 50, and 80 m AGL: (U WIND AT FD HEIGHT) SCAL=( 4.0) L=(22200 00000 00000 00000 00000 00000 00000 00000 00000 00000…) For the flight/wind energy level fields: “2” requests AGL. “1” requests above mean sea level.

To run copygb The generic command to run copygb and horizontally interpolate onto a new grid is: copygb.exe –xg”${grid}” in.grb out.grb Two options on how to specify the target $grid: Pre-defined NCEP standard grid number User-defined grid definition

Run copygb – Option 1 Interpolate to a pre-defined NCEP standard grid (restrictive but simple) For example, to interpolate onto NCEP grid 212: copygb.exe –xg212 in.grb out.grb Descriptions of NCEP grids are available online: http://www.nco.ncep.noaa.gov/pmb/docs/on388/tableb.html

Run copygb – Option 2 Create a user-defined Latitude-Longitude grid by specifying a full set of grid parameters (complicated but flexible). Below is an example to project on a latlon grid copygb.exe –xg”255 0 NX NY STARTLAT STARTLON 136 ENDLAT ENDLON DLAT DLON 64” in.grb out.grb copygb –xg”255 0 401 401 10000 -130000 136 50000 -90000 100 100 64” in.grb out.grb map type (0=LTLN) Skim through just to show users how to project onto their own LL grid. NE lat (millidegrees) NE lon (millidegrees) grid spacing (millidegrees)

GRIB file visualization with GrADS GrADS has utilities to read GRIB files on any non-staggered grids and generate GrADS “control” files. The utilities grib2ctl and gribmap are available via: http://www.cpc.ncep.noaa.gov/products/wesley/grib2ctl.html Package download and user guide for GrADS are available online: http://grads.iges.org/grads/gadoc/ A sample script to use GrADS to plot various NMMB fields will be provided with tutorial

Forecast plotted with GrADS: Observed (L) and derived (R) brightness temperature for GOES water vapor channel

GRIB file visualization with GEMPAK The GEMPAK utility “nagrib” reads GRIB files from any non-staggered grid and generates GEMPAK-binary files that are readable by GEMPAK plotting programs GEMPAK can plot horizontal maps, vertical cross-sections, meteograms, and sounding profiles. Package download and user guide are available online: http://www.unidata.ucar.edu/content/software/gempak/index.html

Forecast plotted with GEMPAK : Precipitation, Sea Level Pressure, and 10 m wind

Future plans Continue adding new products to the released UPP code as they are developed, and expand code portability Continue to improve efficiency of UPP Transition all operational model to output Grib2 . GFS, GEFS, and RAP have transitioned to Grib2 in recent upgrades. NAM will soon in its upcoming upgrades

Questions???