SHTOOLS/pyshtools is a Fortran-95/Python library that can be used to perform spherical harmonic transforms, multitaper spectral analyses, expansions of functions into Slepian bases, and standard operations on global gravitational and magnetic field data.
Supports all standard normalizations and phase conventions of the spherical harmonic functions.
Effortless conversion between real and complex harmonics, between phase conventions, and between 4π normalized, Schmidt semi-normalized, orthonormalized, and unnormalized harmonics.
Use of both regularly sampled geographic grids and grids appropriate for Gauss-Legendre quadrature.
Spherical harmonic transforms proven to be accurate up to about degree 2800.
Perform localized multitaper spectral analyses, or expand functions in terms of localized Slepian bases.
Support for standard data and file formats, including xarray and netcdf.
Import research-grade gravity, topography, and magnetic field datasets with a single command.
OpenMP compatible and OpenMP thread-safe versions of the Fortran routines.
pyshtools (for Python)
conda install -c conda-forge pyshtools # Linux and macOS only conda update -c conda-forge pyshtools # to upgrade a pre-existing installation
pip install pyshtools pip install --upgrade pyshtools # to upgrade a pre-existing installation pip install pyshtools --no-binary pyshtools # build from source pip install git+https://github.com/SHTOOLS/SHTOOLS@develop # install the develop branch from source
For developers, install the requirements
# Linux: install gfortran, fftw3, blas, and lapack sudo apt-get install g++ gfortran libfftw3-dev libblas-dev liblapack-dev # macOS: install fftw using brew or macports brew install fftw sudo port install fftw-3 # macOS: for LAPACK, link to the system '-framework Accelerate' or install openblas
then clone the shtools repo and install manually:
git clone https://github.com/SHTOOLS/SHTOOLS.git cd shtools git checkout develop pip install -e . # install into the shtools folder and link to the active python environment
SHTOOLS (for Fortran 95)
Install using the brew package manager (macOS, linux, windows):
brew install shtools
Install using the macports package manager (macOS)
sudo port install shtools
Install from source. Clone or download the shtools repo, and then execute one (or both) of the following commands in the shtools directory:
make fortran make fortran-mp # for OpenMP Fortran routines
Further installation instructions and options can be found in the web documentation.
HOW TO USE
SHTOOLS can be invoked in any Fortran 95 or Python program. The core software is written in Fortran 95, and Python wrappers and dedicated classes allow simple access to the fortran-compiled routines. A variety of Python tutorials and guides are included that demonstrate the major features of the library.
To get started, click on the following Python tutorials and then run them interactively in Binder:
- Spherical harmonic coefficients and grids
- Localization windows and spectral analysis
- Gravity and magnetic fields
- Plotting maps
We work on the
develop branch and only push releases to
master. Please base all pull requests on
Mark A. Wieczorek and Matthias Meschede (2018). SHTools --- Tools for working with spherical harmonics, Geochemistry, Geophysics, Geosystems, 19, 2574-2592, doi:10.1029/2018GC007529.