Skip to content
Snippets Groups Projects
Commit 3c3904a4 authored by Stefano Serafin's avatar Stefano Serafin
Browse files

WRF.md, basic usage partially completed

parent 4bfa4a68
No related branches found
No related tags found
No related merge requests found
# What is WRF, how it is used, where to get information about it
# Table of contents
1. [What is WRF](#what-is-wrf)
1. [Basic usage](#basic-usage)
* [Organization of the source code](#organization-of-the-source-code)
* [Compiling the model](#compiling-the-model)
* [Copying compiled WRF code](#copying-compiled-wrf-code)
* [Running an idealized simulation](#)
* [Running a real-case simulation](#)
* [Suggested workflow](#)
* [Analysing model output](#)
* [Important namelist settings](#)
1. [Advanced usage](#)
* [Changing the source code](#)
* [Conditional compilation](#)
* [Customizing model output](#)
* [Adding namelist variables](#)
* [Running offline nested simulations](#)
1. [Data assimilation (DA)](#)
* [Observation nudging](#)
* [Variational DA](#)
* [Ensemble DA](#)
1. [Specific tasks](#)
* [Before running the model](#)
* [Defining the vertical grid](#)
* [Defining a new geographical database](#)
* [Using ECMWF data as IC/BC](#)
* [Spinning up soil fields](#)
* [After running the model](#)
* [Interpolating model output to a new grid](#)
* [Subsetting model output](#)
* [Further compression of model output (data packing)](#)
* [Converting model output to CF-compliant NetCDF](#)
1. [Other useful tools](#)
# What is WRF
WRF is a community-driven numerical weather prediction model, originally developed in the US in a collaboration between the research community (National Center for Atmospheric Research, [NCAR](https://ncar.ucar.edu), part of the University Corporation for atmospheric Research, [UCAR](https://www.ucar.edu]) and the National Weather Service (National Centers for Environmental Prediction, [NCEP](https://www.weather.gov/ncep/) at the National Oceanic and Atmospheric Administration, [NOAA](https://www.noaa.gov/)).
Over the years, WRF evolved into two distinct models. [ARW-WRF](https://www.mmm.ucar.edu/models/wrf) (Advanced Research WRF) is maintained by NCAR and is used by the research community. [WRF-NMM](https://nomads.ncep.noaa.gov/txt_descriptions/WRF_NMM_doc.shtml) is used operationally by the National Weather Service. We use ARW-WRF.
Most of the information about the ARW-WRF is accessible from the [WRF users page](https://www2.mmm.ucar.edu/wrf/users/). The formulation of the model (background theory, numerical aspects, dynamical core, parameterizations) is described in depth in a [Technical description](https://opensky.ucar.edu/islandora/object/opensky:2898), which is periodically updated. The practical use of the model is described in a [User guide](https://www2.mmm.ucar.edu/wrf/users/docs/user_guide_v4/v4.4/contents.html).
Most of the information about the ARW-WRF is accessible from the [WRF users page](https://www2.mmm.ucar.edu/wrf/users/). The formulation of the model (background theory, numerical aspects, dynamical core, parameterizations) is described in depth in a [Technical description](https://opensky.ucar.edu/islandora/object/opensky:2898), which is periodically updated. The practical use of the model is described in a [User guide](https://www2.mmm.ucar.edu/wrf/users/docs/user_guide_v4/v4.4/contents.html). If you want to acknowledge use of WRF in a manuscript or thesis, and do not like to refer to grey literature, you can use the article by [Skamarock and Klemp (2008)](https://doi.org/10.1016/j.jcp.2007.01.037) as a reference.
NCAR periodically organizes WRF tutorials (one-week workshops for beginners). The [teaching material from the WRF tutorials](https://www2.mmm.ucar.edu/wrf/users/workshops/lecture_series/dynamics_lectures_workshop.html) is available online and is a great source of information. There is also an [online tutorial](https://www2.mmm.ucar.edu/wrf/OnLineTutorial/index.php) that covers the basics of installing and running WRF.
NCAR periodically organizes WRF tutorials (one-week workshops for beginners). The [teaching material from the WRF tutorials](https://www2.mmm.ucar.edu/wrf/users/tutorial/tutorial_presentations_2021.htm) is available online and is a great source of information. There is also an [online tutorial](https://www2.mmm.ucar.edu/wrf/OnLineTutorial/index.php) that covers the basics of installing and running WRF.
There is also a [users's forum](https://forum.mmm.ucar.edu/), which can be a source of information on solutions to common problems. However most of the forum posts are about problems, and very few offer useful solution. Navigating the forum in search of solutions is useless, but landing in the forum from a web source might be useful.
There is also a [users's forum](https://forum.mmm.ucar.edu/), which can be a source of information on solutions to common problems. However most of the forum posts are about problems, and very few offer useful solutions. Navigating the forum in search of solutions is useless, but landing in the forum from a web source might be useful.
WRF and related programs run as executables on linux machines and clusters. Running WRF requires access to a linux terminal. If you work on Linux or Mac, this is trivial: just open a terminal window. If you work on windows, consider using a linux terminal emulator that supports X11 forwarding (a protocol that enables running interactive graphical applications on a remote server via ssh). There are several alternatives, one option that proved to work well is [MobaXterm](https://mobaxterm.mobatek.net/).
# Organization of the source code
The WRF source code is available on [Github](https://github.com/wrf-model/WRF). It is possible to checkout the repository, but the recommended way of getting the code is to download one of the [official releases](https://github.com/wrf-model/WRF/releases): scroll down to the "Assets" section and choose one of the v*.tar.gz or v*zip files (not the "Source code" ones; these are incomplete).
To download while working on the terminal on a remote server, use wget or curl:
```
wget "https://github.com/wrf-model/WRF/releases/download/v4.4.2/v4.4.2.tar.gz"
curl -OL "https://github.com/wrf-model/WRF/archive/refs/tags/v4.4.2.zip"
```
To uncompress the source code, use either of the following (depending on the format):
```
tar xzvf v4.4.2.tar.gz
unzip v4.4.2.zip
```
# Basic usage
## Organization of the source code
After download and unpacking, the WRF source code looks like this
```
(base) [serafin@srvx1 WRF-4.4.2]$ ls
total 236K
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 arch
drwxr-xr-x. 3 serafin users 8,0K 19 dic 18.37 chem
-rwxr-xr-x. 1 serafin users 4,0K 19 dic 18.37 clean
-rwxr-xr-x. 1 serafin users 17K 19 dic 18.37 compile
-rwxr-xr-x. 1 serafin users 37K 19 dic 18.37 configure
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 doc
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 dyn_em
drwxr-xr-x. 17 serafin users 4,0K 19 dic 18.37 external
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 frame
drwxr-xr-x. 16 serafin users 4,0K 19 dic 18.37 hydro
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 inc
-rw-r--r--. 1 serafin users 1,1K 19 dic 18.37 LICENSE.txt
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 main
-rw-r--r--. 1 serafin users 57K 19 dic 18.37 Makefile
drwxr-xr-x. 3 serafin users 8,0K 19 dic 18.37 phys
-rw-r--r--. 1 serafin users 18K 19 dic 18.37 README
-rw-r--r--. 1 serafin users 1,2K 19 dic 18.37 README.md
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 Registry
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 run
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 share
drwxr-xr-x. 17 serafin users 4,0K 19 dic 18.37 test
drwxr-xr-x. 4 serafin users 4,0K 19 dic 18.37 tools
drwxr-xr-x. 14 serafin users 4,0K 19 dic 18.37 var
drwxr-xr-x. 2 serafin users 4,0K 19 dic 18.37 wrftladj
```
Knowing in detail the structure of the source code is not necessary for the average user. However, the directories where most of the practical work is done are:
* `run`: this is where the compiled executables and lookup tables will reside after compilation.
* `test`: this contains several subdirectories, each of which refers to a specific compilation mode. For instance, compiling WRF for large-eddy simulation will link some executables in `em_les`, while compiling WRF for real-case simulations will link some other executables and lookup tables in `em_real`. Most of the test subdirectories refer to simple idealized simulations, some of which are two-dimensional. These test cases are used to valide the model's dynamical core (e.g., check if it correctly reproduces analytical solution of the Euler or Navier-Stokes equations).
In some cases, editing the model source code is necessary. This mostly happens in these directories:
* `dyn_em`: this contains the source code of the dynamical core of the model ("model dynamics") and of part of the initialization programmes.
* `phys`: this contains the source code of parameterizion schemes ("model physics").
* `Registry`: large chunks of the WRF source code are generated automatically at compile time, based on the information contained in a text file called `Registry`. This file specifies for instance what model variables are saved in the output, and how.
## Compiling the model
WRF is written in compiled languages (mostly Fortran and C++), so it needs to be compiled before execution. It relies on external software libraries at compilation and runtime, so these libraries have to be available on the system where WRF runs.
In general, compiled WRF versions are already available on all of our servers (SRVX1, JET, VSC4, VSC5) from the expert users. So, the easiest way of getting started is to copy a compiled version of the code from them (see below).
However, we describe the typical workflow of the compilation, for anyone that wishes to try it out:
* *Make the prerequisite libraries available*. In most cases, precompiled libraries can be made available to the operating system using environment modules. Environment modules modify the Linux shell environment so that the operating system is aware of where to find specific executable files, include files, software libraries, documentation files. Each server has its own set of available modules. As of 1.3.2023, WRF is known to compile and run with the following module collections.
SRVX1:
```
module load intel-parallel-studio/composer.2020.4-intel-20.0.4 openmpi/3.1.6-intel-20.0.4 netcdf-fortran/4.5.2-intel-20.0.4-MPI3.1.6 eccodes/2.19.1-intel-20.0.4-MPI3.1.6
```
JET (GNU Fortran compiler):
```
module load openmpi/4.0.5-gcc-8.5.0-ryfwodt hdf5/1.10.7-gcc-8.5.0-t247okg parallel-netcdf/1.12.2-gcc-8.5.0-zwftkwr netcdf-c/4.7.4-gcc-8.5.0-o7ahi5o netcdf-fortran/4.5.3-gcc-8.5.0-3bqsedn gcc/8.5.0-gcc-8.5rhel8-7ka2e42
```
JET (Intel Fortran compiler):
```
module load intel-parallel-studio/composer.2020.2-intel-20.0.2-zuot22y zlib/1.2.11-intel-20.0.2-3h374ov openmpi/4.0.5-intel-20.0.2-4wfaaz4 hdf5/1.12.0-intel-20.0.2-ezeotzr parallel-netcdf/1.12.1-intel-20.0.2-sgz3yqs netcdf-c/4.7.4-intel-20.0.2-337uqtc netcdf-fortran/4.5.3-intel-20.0.2-irdm5gq
```
JET (alternative setup with Intel Fortran compiler):
```
intel-oneapi-mpi/2021.4.0-intel-2021.4.0-eoone6i hdf5/1.10.7-intel-2021.4.0-n7frjgz parallel-netcdf/1.12.2-intel-2021.4.0-bykumdv netcdf-c/4.7.4-intel-2021.4.0-vvk6sk5 netcdf-fortran/4.5.3-intel-2021.4.0-pii33is intel-oneapi-compilers/2021.4.0-gcc-9.1.0-x5kx6di
```
VSC4:
```
module load pkgconf/1.8.0-intel-2021.5.0-bkuyrr7 intel-oneapi-compilers/2022.1.0-gcc-8.5.0-kiyqwf7 intel-oneapi-mpi/2021.6.0-intel-2021.5.0-wpt4y32 zlib/1.2.12-intel-2021.5.0-pctnhmb hdf5/1.12.2-intel-2021.5.0-loke5pd netcdf-c/4.8.1-intel-2021.5.0-hmrqrz2 netcdf-fortran/4.6.0-intel-2021.5.0-pnaropy
```
VSC5 **note: this actually needs testing**:
```
module load intel-oneapi-mpi/2021.4.0-intel-2021.5.0-jjcwtuf intel-oneapi-compilers/2022.0.2-gcc-11.2.0-yzi4tsu netcdf-c/4.8.1-intel-2021.5.0-gwvd3zo netcdf-fortran/4.4.5-intel-2021.5.0-um5yjit numactl/2.0.14-intel-2021.5.0-beunpgg pkgconf/1.8.0-intel-2021.5.0-ig5i4nq zlib/1.2.11-intel-2021.5.0-6lzwo7c hdf5/1.12.1-intel-2021.5.0-isqgsra
```
Load modules with `module load LIST-OF-MODULE-NAMES`, unload them one by one with `module unload LIST-OF-MODULE-NAMES`, unload all of them at the same time with `module purge`, get information about a specific module with `module show MODULE_NAME`. Modules may depend on each other. If the system is set up properly, a request to load one module will automatically load any other prerequisite ones.
The environment must be consistent between compilation and runtime. If you compile WRF with a set of modules loaded, you must run it with the same set of modules.
* *Configure WRF for compilation.* This will test the system to check that all libraries can be properly linked. Type `./configure`, pick a generic dmpar INTEL (ifort/icc) configuration (usually 15), answer 1 when asked if you want to compile for nesting, then hit enter. "dmpar" means "distributed memory parallelization" and enables running WRF in parallel computing mode. For test compilations or for a toy setup, you might also choose a "serial" configuration.
If all goes well, the configuration will end will a message like this:
```
*****************************************************************************
This build of WRF will use NETCDF4 with HDF5 compression
*****************************************************************************
```
But the configuration could also end with a message like this:
```
************************** W A R N I N G ************************************
NETCDF4 IO features are requested, but this installation of NetCDF
/home/swd/spack/opt/spack/linux-rhel8-skylake_avx512/intel-20.0.4/netcdf-fortran-4.5.2-ktet7v73pc74qrx6yc3234zhfo573w23
DOES NOT support these IO features.
Please make sure NETCDF version is 4.1.3 or later and was built with
--enable-netcdf4
OR set NETCDF_classic variable
bash/ksh : export NETCDF_classic=1
csh : setenv NETCDF_classic 1
Then re-run this configure script
!!! configure.wrf has been REMOVED !!!
*****************************************************************************
```
This is actually a misleading error message. The problem has nothing to do with NETCDF4 not being available, but with the operating system not knowing where the NETCDF libraries are. **NOTE: explain solution.**
The configure script stores the model configuration to a file called `configure.wrf`. This is specific to the source code version, to the server where the source code is compiled, and to the software environment. If you a have a working `configure.wrf` file for a given source code/server/environment, back it up.
* *Compile WRF.* You always compile WRF for a specific model configuration. The ones we use most commonly are `em_les` (for large-eddy simulation), `em_quarter_ss` (for idealized mesoscale simulations), `em_real` (for real-case forecasts). So type either of the following, depending on what you want to get:
```
./compile em_les > compile.log 2>&1 &
./compile em_quarter_ss > compile.log 2>&1 &
./compile em_real > compile.log 2>&1 &
```
The `> compile.log` tells the operating system to redirect the output stream from the terminal to a file called `compile.log`. The `2>&1` tells the operating system to merge the standard and error output streams, so `compile.log` will contain both regular output and error messages. The final `&` tells the operating system to run the job in the background, and returns to the terminal prompt.
# Overview of common tasks
The compiled code will be created in the `run` directory, and some of the compiled programs will be linked in either of the `test/em_les`, `test/em_quarter_ss` or `test/em_real` directories. Executable WRF files typically have names ending with `.exe` (this just conventional; it is actually not necessary for them to run).
# Compiling the model
Compilation may take half an hour or so. A successful compilation ends with:
```
==========================================================================
build started: mer 19 ott 2022, 16.17.36, CEST
build completed: mer 19 ott 2022, 16.51.46, CEST
---> Executables successfully built <---
-rwxr-xr-x 1 serafin users 51042008 19 ott 16.51 main/ideal.exe
-rwxr-xr-x 1 serafin users 57078208 19 ott 16.51 main/wrf.exe
==========================================================================
```
# Running an idealized simulation
# Running a real-case simulation
# Suggested workflow
# Analysing model output
If instead you get this:
```
==========================================================================
build started: Thu Feb 2 16:30:55 CET 2023
build completed: Thu Feb 2 17:07:04 CET 2023
---> Problems building executables, look for errors in the build log <---
==========================================================================
```
then you have a problem, and there is no unique solution. Take a closer look at `compile.log` and you might be able to diagnose it.
## Copying compiled WRF code
## Running an idealized simulation
## Running a real-case simulation
## Suggested workflow
## Analysing model output
[Python interface to WRF](https://wrf-python.readthedocs.io/en/latest/)
# Important namelist settings
## Important namelist settings
# Advanced use
# Advanced usage
## Changing the source code
......@@ -42,20 +245,32 @@ WRF and related programs run as executables on linux machines and clusters. Runn
## Running offline nested simulations
# Data assimilation (DA)
## Observation nudging
## Variational DA
WRFDA
## Ensemble DA
We cover this separately. See DART-WRF.
# Specific tasks
## Before running the model
### Defining the vertical grid
### Customizing model orography
### Defining a new geographical database
### Using ECMWF data as IC/BC
### Spinning up soil fields
### Using observation nudging
## After running the model
### Interpolating model output to a new grid
......@@ -66,5 +281,7 @@ WRF and related programs run as executables on linux machines and clusters. Runn
### Converting model output to CF-compliant NetCDF
### 3D visualization
# Useful tools
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Please register or to comment