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- name: "AACGMV2"
description: "A Python wrapper for the AACGM-v2 C library"
docs: "http://aacgmv2.readthedocs.io"
code: "https://github.com/aburrell/aacgmv2"
contact: "Angeline G. Burrell"
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/aacgmv2/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: AFINO
code: https://github.com/aringlis/afino_release_version
docs: https://afino-release-version.readthedocs.io/
description: A tool for finding oscillations in time series data
contact: Andrew Inglis
keywords: ["data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/afino-automated-flare-inference-of-oscillations/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "aiapy"
code: "https://github.com/LM-SAL/aiapy"
docs: "https://aiapy.readthedocs.io"
logo: "https://assets.gitlab-static.net/uploads/-/system/project/avatar/10985339/AIA_logo_small.jpg?width=64"
description: "A Python package for analyzing data from SDO/AIA"
contact: "Will Barnes, Mark Cheung"
keywords: ["solar", "specific"]
hssi: "https://hssi.hsdcloud.org/software/aiapy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "aidapy"
code: "https://gitlab.com/aidaspace/aidapy"
docs: "https://aidapy.readthedocs.io"
description: "A Python package to provide machine learning and statistical methods to heliophysics data"
contact: "Romain Dupuis, Jorge Amaya, Giovanni Lapenta"
keywords: ["machine_learning", "heliosphere", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/aidapy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: amisrsynthdata
description: "The amisrsynthdata package generates synthetic data for the Advanced Modular Incoherent Scatter Radars (AMISR)."
docs: https://amisrsynthdata.readthedocs.io/en/latest/
code: https://github.com/amisr/amisrsynthdata
contact: Leslie Lamarche
keywords: ["geospace", "ionosphere_thermosphere_mesosphere", "plasma_physics", "coordinates", "time", "specific", "hdf5", "local", "instrumentation", "reference_data"]
hssi: "https://hssi.hsdcloud.org/software/amisrsynthdata/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "apexpy"
description: "A Python wrapper for the Apex fortran library"
docs: "http://apexpy.readthedocs.io"
code: "https://github.com/aburrell/apexpy"
contact: "Angeline G. Burrell"
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/apexpy/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "asilib"
description: "asilib is an open source package providing data access and analysis tools for the world’s all-sky imager (ASI) data."
docs: "https://aurora-asi-lib.readthedocs.io/"
code: "https://github.com/mshumko/asilib"
logo: "http://raw.githubusercontent.com/mshumko/asilib/refs/heads/main/docs/_static/asilib_logo.png"
contact: "Mykhaylo (Mike) Shumko"
keywords: ["ionosphere_thermosphere_mesosphere", "data_retrieval", "image_processing", "plotting", "general", "remote", "data_access", "data_analysis", "instrumentation", "themis", "igrf"]
hssi: "https://hssi.hsdcloud.org/software/asilib/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: CCSDSPy
code: https://github.com/ccsdspy/ccsdspy/
description: A Python package for reading CCSDS (spacecraft) packet data.
docs: "https://docs.ccsdspy.org/en/latest/#"
logo: https://docs.ccsdspy.org/en/latest/_static/logo.png
contact: Daniel da Silva
keywords: ["ccsds","specific", "heliosphere", "ionosphere_thermosphere_mesosphere", "magnetosphere"]
hssi: "https://hssi.hsdcloud.org/software/ccsdspy/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: CDFlib
code: https://github.com/MAVENSDC/cdflib
docs: https://cdflib.readthedocs.io/en/latest/
description: Read / write NASA CDF with pure Python + Numpy, no compiling
logo: https://avatars3.githubusercontent.com/u/22352442?s=460&v=4
contact: Bryan Harter, Michael Liu, David Stansby, Michael Hirsch
keywords: ["magnetosphere","ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/cdflib/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "CloudCatalog"
code: https://github.com/heliocloud-data/cloudcatalog/
description: A Python package for retrieving cloud data file catalogs/indices
docs: https://github.com/heliocloud-data/cloudcatalog/blob/main/docs/cloudcatalog-spec.md
logo: https://heliocloud.org/static/img/logo.jpg
contact: Sandy Antunes
keywords: ["data_retrieval","general","csv","remote","data_access"]
hssi: "https://hssi.hsdcloud.org/software/cloudcatalog-api/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "dbprocessing"
description: "Database-driven Heliophysics processing controller."
docs: "https://spacepy.github.io/dbprocessing"
code: "https://github.com/spacepy/dbprocessing"
contact: "Jon Niehof"
keywords: ["heliosphere","ionosphere_thermosphere_mesosphere","magnetosphere","general"]
hssi: "https://hssi.hsdcloud.org/software/spacepy-dbprocessing/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: enlilviz
description: A Python toolkit for Enlil solar wind visualizations.
docs: https://enlilviz.readthedocs.io/
code: https://github.com/SWxTREC/enlilviz
contact: Greg Lucas
keywords: ["heliosphere","plotting","specific"]
hssi: "https://hssi.hsdcloud.org/software/enlilviz/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "EUVpy"
url: "https://github.com/DanBrandt/EUVpy/tree/main"
description: "A Python package containing several models for solar EUV irradiance."
logo: https://euvpy.readthedocs.io/en/latest/_images/EUVpy_logo.png
docs: "https://euvpy.readthedocs.io/en/latest/"
code: "https://github.com/DanBrandt/EUVpy/tree/main"
contact: "Daniel Brandt"
keywords: ["solar", "ionosphere_thermosphere_mesosphere", "wrapper", "gitm", "general"]
hssi: "https://hssi.hsdcloud.org/software/euvpy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "fiasco"
description: "A Python interface to the CHIANTI atomic database."
docs: "http://fiasco.readthedocs.io"
code: "https://github.com/wtbarnes/fiasco"
contact: "Will Barnes"
keywords: ["solar","ionosphere_thermosphere_mesosphere","general"]
hssi: "https://hssi.hsdcloud.org/software/fiasco/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "fisspy"
description: "Fast Imaging Solar Spectrograph (FISS) on the New Solar Telescope."
code: "https://github.com/SNU-sunday/fisspy"
contact: "Juhyeong Kang"
keywords: ["solar","specific"]
hssi: "https://hssi.hsdcloud.org/software/fisspy/"
community: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "GCMprocpy"
description: "A Python package for post processing and analysis of TIE-GCM and WACCM-X outputs."
docs: "https://gcmprocpy.readthedocs.io"
code: "https://github.com/NCAR/gcmprocpy.git"
contact: "Nikhil Rao"
keywords: ["ionosphere_thermosphere_mesosphere","2D_graphics", "plotting", "netcdf", "local", "data_analysis", "specific"]
hssi: "https://hssi.hsdcloud.org/software/gcmprocpy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "geodata"
description: "Geophysics analysis of radar and optical systems."
logo: "https://github.com/jswoboda/GeoDataPython/raw/master/logo/logo1.png"
code: "https://github.com/jswoboda/GeoDataPython"
contact: "John Swoboda"
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/jswoboda-geodatapython-isr-sim-paper/"
community: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "geopack"
description: "Python version of geopack and Tsyganenko models"
docs: "https://github.com/tsssss/geopack/blob/master/README.md"
code: "https://github.com/tsssss/geopack"
contact: "Sheng Tian"
keywords: ["heliosphere", "magnetosphere"]
hssi: "https://hssi.hsdcloud.org/software/geopack/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "GeospaceLAB"
url: "https://github.com/JouleCai/geospacelab"
description: "A Python library for managing and visualizing data in Space Physics."
logo: "https://github.com/JouleCai/geospacelab/blob/master/docs/images/logo_v1_landscape_accent_colors.png"
docs: "https://geospacelab.readthedocs.io/en/latest/"
code: "https://github.com/JouleCai/geospacelab"
contact: "Lei Cai"
keywords: ["geospace","ionosphere_thermosphere_mesosphere","magnetosphere","data_retrieval","data_container","plotting","data_access", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/geospacelab/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "HelioAI"
url: "https://github.com/erdoganfurkan/HelioAI"
description: "An AI agent for heliophysics: natural-language parameter discovery across 70+ missions, sandboxed analysis, and reproducible notebook export."
docs: "https://erdoganfurkan.github.io/HelioAI/"
code: "https://github.com/erdoganfurkan/HelioAI"
contact: "Furkan Erdogan"
keywords: ["heliosphere", "magnetosphere", "plasma_physics", "data_retrieval", "data_access", "data_analysis", "plotting", "cdaweb"]
hssi: ""
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "HERMES-Core"
url: "https://github.com/HERMES-SOC/hermes_core"
description: "A central Python Package for common functionality across all HERMES instruments"
logo: "https://raw.githubusercontent.com/HERMES-SOC/hermes_core/main/docs/logo/hermes_logo.png"
docs: "https://hermes-core.readthedocs.io/en/latest/"
code: "https://github.com/HERMES-SOC/hermes_core"
contact: "Steven Christe, Damian Barrous Dumme, Andrew Robbertz"
keywords: ["data_container", "time", "plotting", "spectra", "cdf", "data_analysis", "hermes"]
hssi: "https://hssi.hsdcloud.org/software/hermes-core/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "hissw"
description: "Easily integrate SSWIDL scripts into your Python workflow via Jinja templates"
docs: "https://wtbarnes.github.io/hissw"
code: "https://github.com/wtbarnes/hissw"
contact: "Will Barnes"
keywords: ["solar", "general", "wrapper", "idl_save"]
hssi: "https://hssi.hsdcloud.org/software/hissw/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "irispy-lmsal"
description: "A Python package that provides the tools to read in and analyze data from the IRIS solar-observing satellite."
docs: "https://irispy-lmsal.readthedocs.io"
code: "https://github.com/LM-SAL/irispy-lmsal"
contact: "SunPy Steering Committee"
keywords: ["solar", "specific", "data_analysis", "spectra", "fits", "time", "coordinates","plotting", "multidimensional"]
hssi: "https://hssi.hsdcloud.org/software/irispy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "kaipy"
description: "Kaipy is a Python package for analysis and visualization of simulation results from a scientific software package Kaiju."
docs: "https://kaipy-docs.readthedocs.io/"
code: "https://github.com/JHUAPL/kaipy"
contact: "Michael Wiltberger"
keywords: ["geospace","2D_graphics", "plotting", "hdf5", "local", "data_analysis", "specific"]
hssi: "https://hssi.hsdcloud.org/software/kaipy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: lofarSun
url: "https://github.com/peijin94/LOFAR-Sun-tools"
code: "https://github.com/peijin94/LOFAR-Sun-tools"
docs: "https://lofar-sun-tools.readthedocs.io/en/latest"
description: LOFAR solar and spaceweather data processing
logo: https://lofar-sun-tools.readthedocs.io/en/latest/_static/logo0.png
contact: Peijin Zhang
keywords: ["lofar"]
hssi: "https://hssi.hsdcloud.org/software/lofarsun/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "MadrigalWeb"
url: "https://cedar.openmadrigal.org"
code: "https://github.com/MITHaystack/madrigalWeb"
docs: "https://madrigalweb.readthedocs.io/en/latest/"
description: "MadrigalWeb - a Python API to access the Madrigal database"
contact: "Katherine Cariglia"
keywords: ["geospace", "data_retrieval", "ascii", "hdf5", "netcdf", "web_service", "data_access"]
hssi: "https://hssi.hsdcloud.org/software/madrigalweb/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "MCALF"
description: "Accurately constraining velocity information from spectral imaging observations using machine learning techniques."
docs: "https://mcalf.macbride.me"
code: "https://github.com/ConorMacBride/mcalf"
contact: "Conor MacBride"
keywords: ["solar", "machine_learning", "spectra", "plotting", "line_plots", "2D_graphics", "multidimensional", "specific", "fits", "local", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/mcalf-multi-component-atmospheric-line-fitting/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "NDCube"
description: "A Python package for manipulating, inspecting and visualizing multi-dimensional contiguous and non-contiguous coordinate-aware data arrays"
logo: "https://raw.githubusercontent.com/sunpy/ndcube/master/docs/logo/ndcube.png"
docs: "https://docs.sunpy.org/projects/ndcube"
code: "https://github.com/sunpy/ndcube"
contact: "Dan Ryan"
keywords: ["coordinates", "data_analysis", "data_container", "heliosphere", "plotting", "solar"]
hssi: "https://hssi.hsdcloud.org/software/ndcube/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "OCBpy"
description: "A Python module that converts between AACGM coordinates and an adjustable magnetic coordinate system based on the location of the polar cap"
logo: "https://raw.githubusercontent.com/aburrell/ocbpy/main/docs/figures/ocbpy_logo.gif"
docs: "http://ocbpy.readthedocs.io"
code: "https://github.com/aburrell/ocbpy"
contact: "Angeline G. Burrell"
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/ocbpy/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "OMMBV"
description: "Othogonal Multipole Magnetic Basis Vectors - Accurately map electric fields and ion drifts along geomagnetic field lines and accurately express vectors relative to a multipole magnetic field using an orthogonal basis."
logo: "https://github.com/CosmicStudioSoftware/OMMBV/blob/main/docs/images/logo_high_res.png"
docs: "https://ommbv.readthedocs.io"
code: "https://github.com/CosmicStudioSoftware/OMMBV"
contact: "Russell Stoneback"
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/ommbv/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "punchbowl"
description: "Calibration code for the PUNCH mission"
logo: "https://github.com/punch-mission/punchbowl/blob/main/docs/_static/logo.png"
docs: "https://punchbowl.readthedocs.io/en/latest/data/index.html"
code: "https://github.com/punch-mission/punchbowl"
contact: "Marcus Hughes"
keywords: ["heliosphere", "image_processing", "specific", "fits", "local"]
hssi: "https://hssi.hsdcloud.org/software/punchbowl/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
PHEP3: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
- name: "PyAuroraX"
description: "Python library supporting data access and analysis for All-Sky Imager (ASI) data"
logo: "https://raw.githubusercontent.com/aurorax-space/pyaurorax/main/logo.svg"
docs: "https://docs.aurorax.space/code/pyaurorax_api_reference/pyaurorax/"
code: "https://github.com/aurorax-space/pyaurorax"
contact: "Darren Chaddock"
keywords: ["ionosphere_thermosphere_mesosphere", "2D_graphics", "calibration", "coordinates", "data_container", "data_retrieval", "image_processing", "line_plots", "multidimensional", "orbit", "plotting", "specific", "ascii", "binary", "cdf", "hdf5", "idl_save", "local", "web_service", "data_access", "data_analysis", "instrumentation"]
hssi: "https://hssi.hsdcloud.org/software/pyaurorax/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: PyCDFpp
code: https://github.com/SciQLop/CDFpp
description: "A fast and easy to use C++ CDF library with Python bindings."
docs: https://pycdfpp.readthedocs.io/en/latest/
contact: Alexis Jeandet
keywords: ["cdf"]
hssi: ""
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "pyDARN"
description: "Python data visualization library for the Super Dual Auroral Radar Network."
code: "https://github.com/SuperDARN/pydarn"
logo: "https://raw.githubusercontent.com/SuperDARN/pydarn/master/docs/imgs/pydarn_logo.png"
docs: "https://pydarn.readthedocs.io/en/main/"
contact: "SuperDARN Data Visualization Working Group"
keywords: ["ionosphere_thermosphere_mesosphere","general","data_analysis", "superdarn"]
hssi: "https://hssi.hsdcloud.org/software/pydarn/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "pyflct"
description: "A Python wrapper for Fourier Local Correlation Tracking"
docs: "https://pyflct.readthedocs.io"
code: "https://github.com/sunpy/pyflct"
contact: "SunPy Steering Committee"
keywords: ["solar", "wrapper", "specific", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/pyflct/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "pyglow"
description: "Upper atmosphere models and geophysical indices."
logo: "https://camo.githubusercontent.com/446f7d47177fd5b0f7aa141a31cef246769cf843/68747470733a2f2f7261772e6769746875622e636f6d2f74696d64756c79342f7079676c6f772f6d61737465722f6c6f676f2e706e67"
code: "https://github.com/timduly4/pyglow"
contact: "Timothy Duly"
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/pyglow/"
community: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
documentation: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "PyGS"
url: "https://github.com/PyGSDR/PyGS/"
description: "Analysis tools for flux ropes based on GS techniques"
logo: "https://github.com/PyGSDR/PyGS/blob/main/logo/logo.png"
docs: "https://github.com/PyGSDR/PyGS/tree/main/documentation"
code: "https://github.com/PyGSDR/PyGS"
contact: "Yu Chen and Qiang Hu"
keywords: ["heliosphere","2D_graphics","interactive","csv","cdaweb","data_analysis","ace","psp","ulysses","wind","solo"]
hssi: "https://hssi.hsdcloud.org/software/pygs/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "pyIntensityFeatures"
url: "https://github.com/aburrell/pyIntensityFeatures"
contact: "Angeline G. Burrell"
description: "A tool to identify features, such as auroral luminosity boundaries, in imager data."
logo: "https://raw.githubusercontent.com/aburrell/pyIntensityFeatures/refs/heads/main/docs/figures/pyIntensityFeatures_logo.png"
docs: "https://pyintensityfeatures.readthedocs.io/en/latest/?badge=latest"
code: "https://github.com/aburrell/pyIntensityFeatures"
keywords: ["magnetosphere", "specific", "data_analysis", "ionosphere_thermosphere_mesosphere"]
hssi: ""
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
PHEP3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: PyRFU
code: https://github.com/louis-richard/irfu-python
description: "PyRFU is a free and open-source Python package for advanced analysis of in-situ space plasma data."
docs: https://pyrfu.readthedocs.io/en/latest/
logo: https://raw.githubusercontent.com/louis-richard/irfu-python/master/docs/_static/logo-pyrfu.png
contact: Louis Richard
keywords: ["heliosphere", "magnetosphere", "planetary", "plasma_physics", "coordinates", "data_retrieval", "line_plots", "multidimensional", "orbit", "plotting", "power_spectra", "spectra", "time", "general", "local", "remote", "web_service", "data_access", "data_analysis", "instrumentation", "theory", "maven", "mms", "omni", "solo"]
hssi: "https://hssi.hsdcloud.org/software/pyrfu/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "pysatCDF"
description: "Python reader for NASA CDF, includes CDF libraries."
code: "https://github.com/rstoneback/pysatCDF"
contact: "Russell Stoneback"
keywords: ["ionosphere_thermosphere_mesosphere","magnetosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/pysatcdf/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "python-magnetosphere"
description: "Python wrapper for cxform, coordinate transformation package "
code: "https://github.com/dpq/python-magnetosphere"
contact: "David Parunakian"
keywords: ["magnetosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/python-magnetosphere/"
community: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
documentation: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
testing: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
software_maturity: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
python3: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: PyTplot
code: https://github.com/MAVENSDC/pytplot
docs: https://pytplot.readthedocs.io/en/latest/
description: Based on IDL tplot, plots and manipulates time series data
logo: https://avatars3.githubusercontent.com/u/22352442?s=460&v=4
contact: "Bryan Harter"
keywords: ["solar","magnetosphere","ionosphere_thermosphere_mesosphere","general"]
hssi: ""
community: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name : "regularizePSF"
description: "A Python package for manipulating and correcting various point spread functions"
docs: "https://regularizepsf.readthedocs.io/en/latest/"
code: "https://github.com/punch-mission/regularizepsf"
contact: "Marcus Hughes"
keywords: ["plotting", "calibration", "general", "fits", "local", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/regularizepsf/"
community: [ "https://img.shields.io/badge/Good-brightgreen.svg", "Good" ]
documentation: [ "https://img.shields.io/badge/Good-brightgreen.svg", "Good" ]
testing: [ "https://img.shields.io/badge/Good-brightgreen.svg", "Good" ]
software_maturity: [ "https://img.shields.io/badge/Good-brightgreen.svg", "Good" ]
python3: [ "https://img.shields.io/badge/Good-brightgreen.svg", "Good" ]
license: [ "https://img.shields.io/badge/Good-brightgreen.svg", "Good" ]
- name: sami2py
code: https://github.com/sami2py/sami2py
docs: https://sami2py.readthedocs.io
description: Run, read, and plot the SAMI2 ionospheric model.
contact: Jeff Klenzing
keywords: ["ionosphere_thermosphere_mesosphere","specific"]
hssi: "https://hssi.hsdcloud.org/software/sami2py/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "SAMMI"
code: "https://github.com/swxsoc/sammi"
description: "Share Attribute and Metadata Management Interface - Manage attributes for ISTP CDF files using YAML"
docs: "https://sammi-cdf.readthedocs.io/"
logo: "https://raw.githubusercontent.com/swxsoc/sammi/e764c4c84d5e511799ffc47d446a76f17501b8a2/docs/logo/sammi_logo.png"
contact: "Maxine Hartnett"
keywords: ["general", "cdf", "data_access"]
hssi: "https://hssi.hsdcloud.org/software/sammi-cdf/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "SAVIC"
description: "Stability Analysis Vitalizing Instability Classification - a Python package for predicting, quantifying and classifying ion-driven plasma instabilities"
docs: "https://savic.readthedocs.io/en/latest/index.html"
code: "https://github.com/MihailoMartinovic/SAVIC"
contact: "Mihailo Martinovic"
keywords: ["heliosphere","plasma_physics","multidimensional","hdf5"]
hssi: "https://hssi.hsdcloud.org/software/savic/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: SciQLop
code: https://github.com/SciQLop/SciQLop
description: "SciQLOP (SCIentific Qt application for Learning from Observations of Plasmas) is a powerful and user-friendly software designed for the visualization and analysis of in-situ space plasma data with jupyter notebook integrated."
logo: https://raw.githubusercontent.com/SciQLop/SciQLop/main/SciQLop/resources/icons/SciQLop.png
contact: Alexis Jeandet
keywords: ["heliosphere", "magnetosphere", "plasma_physics", "interactive", "line_plots", "plotting", "general", "cdaweb", "sscweb", "web_service", "remote", "data_access", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/sciqlop/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
testing: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
software_maturity: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "SkyWinder"
description: "SkyWinder is an open-source Python package useful for instrument control and telemetry."
code: "https://github.com/PolarMesosphericClouds/SkyWinder"
contact: "Carl Bjorn Kjellstrand"
keywords: ["ionosphere_thermosphere_mesosphere", "geospace", "planetary", "instrumentation", "image"]
hssi: "https://hssi.hsdcloud.org/software/skywinder/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: solarmach
url: "https://solar-mach.github.io"
code: https://github.com/jgieseler/solarmach
description: "Multi-spacecraft heliospheric configuration plotter"
docs: https://solarmach.readthedocs.io
contact: Jan Gieseler
keywords: ["solar", "heliosphere", "coordinates", "2D_graphics", "plotting", "general", "web_service"]
hssi: "https://hssi.hsdcloud.org/software/solarmach/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: solo-epd-loader
code: https://github.com/jgieseler/solo-epd-loader
description: "Data loader for Solar Orbiter/EPD energetic charged particle sensors EPT, HET, and STEP"
docs: https://github.com/jgieseler/solo-epd-loader#readme=
contact: Jan Gieseler
keywords: ["data_access", "data_retrieval", "heliosphere","instrumentation", "solar", "specific"]
hssi: "https://hssi.hsdcloud.org/software/solo-epd-loader/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "solpolpy"
description: "Resolve solar polarization into a variety of systems"
logo: "https://github.com/punch-mission/punchbowl/blob/main/docs/_static/logo.png"
docs: "https://solpolpy.readthedocs.io/en/latest/"
code: "https://github.com/punch-mission/solpolpy"
contact: "Marcus Hughes"
keywords: ["heliosphere", "image_processing", "general", "fits", "local", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/solpolpy/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
PHEP3: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
- name: "space-packet-parser"
code: "https://github.com/lasp/space_packet_parser"
description: "A CCSDS telemetry packet decoding library based on the XTCE packet format description standard."
docs: "https://space-packet-parser.readthedocs.io"
contact: "Gavin Medley"
keywords: ["ccsds", "xtce", "packet_parsing", "packet_inspection", "data_analysis", "data_assimilation", "binary"]
hssi: "https://hssi.hsdcloud.org/software/space-packet-parser/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: Speasy
code: https://github.com/SciQLop/speasy
description: "Speasy is a free and open-source Python package that makes it easy to find and load space physics data from a variety of data sources, whether it is online and public such as CDAWEB and AMDA, or any described archive, local or remote."
docs: https://speasy.readthedocs.io/
logo: https://raw.githubusercontent.com/SciQLop/speasy/main/logo/logo_speasy_400dpi.png
contact: Alexis Jeandet
keywords: ["heliosphere", "plasma_physics", "magnetosphere", "data_retrieval", "data_container", "general", "cdf", "csv", "ascii", "cdaweb", "local", "remote", "sscweb", "web_service", "data_access"]
hssi: "https://hssi.hsdcloud.org/software/speasy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "SpiceyPy"
description: "Pythonic wrapper for Spice."
docs: "https://spiceypy.readthedocs.io"
code: "https://github.com/AndrewAnnex/SpiceyPy"
contact: "Andrew M. Annex"
keywords: ["solar","magnetosphere","ionosphere_thermosphere_mesosphere","general"]
hssi: "https://hssi.hsdcloud.org/software/spiceypy/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "sunkit-image"
description: "A image processing toolbox for Solar Physics"
docs: "https://docs.sunpy.org/projects/sunkit-image"
code: "https://github.com/sunpy/sunkit-image"
contact: "SunPy Steering Committee"
keywords: ["solar", "general", "data_analysis"]
hssi: "https://hssi.hsdcloud.org/software/sunkit-image/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "sunkit-instruments"
description: "A SunPy-affiliated package for solar instrument-specific tools."
docs: "https://docs.sunpy.org/projects/sunkit-instruments"
code: "https://github.com/sunpy/sunkit-instruments"
contact: "SunPy Steering Committee"
keywords: ["solar", "specific", "instrumentation"]
hssi: "https://hssi.hsdcloud.org/software/sunkit-instruments/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "sunraster"
description: "A SunPy-affiliated package which provides tools to analyze data from spectral data from any solar mission."
docs: "https://docs.sunpy.org/projects/sunraster"
code: "https://github.com/sunpy/sunraster"
contact: "SunPy Steering Committee"
keywords: ["solar", "data_container", "spectra", "plotting", "general", "fits"]
hssi: "https://hssi.hsdcloud.org/software/sunraster/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "SWVO"
description: "Tools for downloading and reading space-weather data and geomagnetic indices."
docs: "https://swvo.readthedocs.io/en/latest/"
code: "https://github.com/GFZ/SWVO"
contact: "Sahil Jhawar (jhawar@gfz.de), Bernhard Haas (bhaas@gfz.de)"
keywords: ["heliosphere", "magnetosphere", "solar", "ionosphere_thermosphere_mesosphere", "plasma_physics", "data_access", "data_retrieval", "reference_data", "csv", "netcdf", "ascii", "coordinates", "time", "remote", "local", "web_service", "general", "ace", "dscovr", "omni", "enlil"]
hssi: ""
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "swxsoc"
url: "https://swxsoc.github.io/"
description: "Pipeline and analysis tools for space weather data processing."
docs: "https://swxsoc.readthedocs.io/"
code: "https://github.com/swxsoc/swxsoc"
logo: "https://raw.githubusercontent.com/swxsoc/swxsoc/fbbc26e70863f8acc4df53dee4876a40b5cca154/docs/logo/swxsoc_logo.png"
contact: "Steven Christe, Damian Barrous Dumme, Andrew Robbertz"
keywords: ["general", "data_container", "cdf", "data_analysis", "hermes"]
hssi: "https://hssi.hsdcloud.org/software/swxsoc/"
community: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "TomograPy"
url: "http://nbarbey.github.io/TomograPy"
description: "Coronal tomographic reconstructions."
code: "https://github.com/nbarbey/TomograPy"
contact: "Nicolas Barbey"
keywords: ["solar","specific"]
hssi: "https://hssi.hsdcloud.org/software/tomograpy/"
community: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
documentation: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
testing: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Requires%20improvement-red.svg", "Requires improvement"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "viresclient"
code: "https://github.com/ESA-VirES/VirES-Python-Client"
docs: "https://viresclient.readthedocs.io"
url: "https://vires.services"
logo: "https://raw.githubusercontent.com/ESA-VirES/Swarm-VRE/staging/docs/_static/vre_logo.png"
description: "Access to ESA Swarm mission products"
contact: "EOX IT Services / Ashley Smith"
keywords: ["geospace", "ionosphere_thermosphere_mesosphere", "data_retrieval", "web_service", "remote", "data_access", "specific"]
hssi: "https://hssi.hsdcloud.org/software/viresclient/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
- name: "XRTpy"
description: "A Python package for analyzing data from the X-Ray Telescope instrument onboard the Hinode spacecraft."
docs: "https://xrtpy.readthedocs.io"
code: "https://github.com/HinodeXRT/xrtpy"
contact: "Joy Velasquez"
keywords: ["solar", "specific", "data_analysis", "hinode"]
hssi: "https://hssi.hsdcloud.org/software/xrtpy/"
community: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
documentation: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
testing: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
software_maturity: ["https://img.shields.io/badge/Partially%20met-orange.svg", "Partially met"]
python3: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]
license: ["https://img.shields.io/badge/Good-brightgreen.svg", "Good"]