The National Oceanic and Atmospheric Administration (NOAA) regularly produces national 3D radar reflectivity mosaics via its Multi-Radar/Multi-Sensor (MRMS) system. These mosaics are wonderful for storm and precipitation analysis and research, but they are distributed in odd formats that NOAA is ever changing. Sometimes you just want to read a file and make a plot!
This is what MMM-Py is for. With it, you can read any version of the MRMS radar mosaics, past or present, and you can analyze, plot, subsection, and output custom mosaics of your own, which MMM-Py can ingest later. MMM-Py is free and open source. It is capable of producing publication-ready figures and analyses, but it also can do quicklook plots so you can check out the cool storm that just happened.
For more info about the latest version of MRMS, see here.
MMM-Py works under Python 2.7 and 3.4-3.6 on most Mac/Linux setups. Windows installation is currently untested.
Put mmmpy.py in your PYTHONPATH.
You'll need the following Python packages. Most are easily obtained or already installed
with common Python frameworks such as Anaconda:
numpy, matplotlib, six, netCDF4, os, Basemap, struct, time, calendar, gzip, datetime
You may also want to install pygrib from here. This is an optional dependency.
Get MRMS-modified wgrib2 package and installation info from ftp://ftp.nssl.noaa.gov/projects/MRMS/GRIB2_DECODERS/MRMS_modified_wgrib2_v2.0.1-selectfiles.tgz
Install wgrib2 and note the path to it. Modify the BASE_PATH, TMPDIR, WGRIB2_PATH, and WGRIB2_NAME
global variables in mmmpy.py as necessary. TMPDIR is where intermediate netCDFs created by wgrib2
will go.
Without wgrib2 or pygrib, MMM-Py can still read legacy MRMS binaries and netCDFs. The pygrib module will obviate the need to install wgrib2, as it enables direct ingest of the grib2 files without converting to netCDF.
To access everything:
import mmmpy
To see MMM-Py in action, check out the IPython notebooks provided in this distribution.
This conference presentation discusses MMM-Py (among other modules).
MMM-Py was developed at the NASA Marshall Space Flight Center by Timothy Lang (timothy.j.lang@nasa.gov)
See LICENSE file for NASA open source license information.