pure Python coordinate conversions, following convention of several popular Matlab routines.
Project description
Python 3-D coordinate conversions
3-D geographic coordinate conversions, with API similar to popular $1000 Matlab Mapping Toolbox routines for:
- Python
- Matlab, GNU Octave
- modern Fortran
PyMap3D is intended for non-interactive use on massively parallel (HPC) and embedded systems. Includes some relevant Vallado algorithms.
Prerequisites
- Python ≥ 3.5 or PyPy3
- AstroPy (optional, used for ECI coordinates)
Install
pip install pymap3d
or for the latest development code:
git clone https://github.com/scivision/pymap3d
pip install -e .
One can verify Python functionality after installation by:
pip install -e .[tests]
pytest -rsv
Usage
Where consistent with the definition of the functions, all arguments may be arbitrarily shaped (scalar, N-D array).
import pymap3d as pm
x,y,z = pm.geodetic2ecef(lat,lon,alt)
az,el,range = pm.geodetic2aer(lat, lon, alt, observer_lat, observer_lon, 0)
Python argument unpacking can be used for compact function arguments with scalars or arbitrarily shaped N-D arrays:
aer = (az,el,slantrange)
obslla = (obs_lat,obs_lon,obs_alt)
lla = pm.aer2geodetic(*aer,*obslla)
where tuple lla
is comprised of scalar or N-D arrays (lat,lon,alt)
.
Functions
Popular mapping toolbox functions ported to Python include the following, where the source coordinate system (before the "2") is converted to the desired coordinate system:
aer2ecef aer2enu aer2geodetic aer2ned
ecef2aer ecef2enu ecef2enuv ecef2geodetic ecef2ned ecef2nedv
ecef2eci eci2ecef eci2aer aer2eci
enu2aer enu2ecef enu2geodetic
geodetic2aer geodetic2ecef geodetic2enu geodetic2ned
ned2aer ned2ecef ned2geodetic
azel2radec radec2azel
vreckon vdist
lookAtSpheroid
track2
Additional functions:
loxodrome_inverse
: rhumb line distance and azimuth between ellipsoid points (lat,lon) akin to Matlab distance('rh', ...)
and azimuth('rh', ...)
Abbreviations:
- AER: Azimuth, Elevation, Range
- ECEF: Earth-centered, Earth-fixed
- ECI: Earth-centered Inertial
- ENU: East North Up
- NED: North East Down
- radec: right ascension, declination
Caveats
- Atmospheric effects neglected in all functions not invoking AstroPy. Would need to update code to add these input parameters (just start a GitHub Issue to request).
- Planetary perturbations and nutation etc. not fully considered.
Notes
As compared to PyProj:
- PyMap3D does not require anything beyond pure Python + Numpy.
- PyMap3D API is similar to Matlab Mapping Toolbox, while PyProj's interface is quite distinct
- PyMap3D intrinsically handles local coordinate systems such as ENU, while for PyProj ENU requires some additional effort.
- PyProj is oriented towards points on the planet surface, while PyMap3D handles points on or above the planet surface equally well, particularly important for airborne vehicles and remote sensing.
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