The challenge of machine learning in space weather: Nowcasting and forecasting
E Camporeale - Space weather, 2019 - Wiley Online Library
The numerous recent breakthroughs in machine learning make imperative to carefully
ponder how the scientific community can benefit from a technology that, although not …
ponder how the scientific community can benefit from a technology that, although not …
The SunPy project: Open source development and status of the version 1.0 core package
The goal of the SunPy project is to facilitate and promote the use and development of
community-led, free, and open source data analysis software for solar physics based on the …
community-led, free, and open source data analysis software for solar physics based on the …
[HTML][HTML] Cultivating a culture of inclusivity in heliophysics
A large number of heliophysicists from across career levels, institution types, and job titles
came together to support a poster at Heliophysics 2050 and the position papers for the 2024 …
came together to support a poster at Heliophysics 2050 and the position papers for the 2024 …
SpiceyPy: A pythonic wrapper for the SPICE toolkit
AM Annex, B Pearson, B Seignovert… - Journal of Open …, 2020 - joss.theoj.org
SpiceyPy is an open-source, MIT licensed Python package that provides a pythonic interface
to nearly all of the C SPICE toolkit N66. SpiceyPy was developed in Python using the ctypes …
to nearly all of the C SPICE toolkit N66. SpiceyPy was developed in Python using the ctypes …
[HTML][HTML] Heliophysics and space weather information architecture and innovative solutions: current status and ways forward
Over the past 10 years, a paradigm shift has happened in the world of science and
information technology. Open science is becoming the de facto standard, as underlined by …
information technology. Open science is becoming the de facto standard, as underlined by …
[HTML][HTML] Python in heliophysics community (pyhc): Current status and future outlook
J Barnum, A Masson, RHW Friedel, A Roberts… - Advances in Space …, 2023 - Elsevier
It's been four years since the formation of the Python in Heliophysics Community (PyHC). In
that time, the community has made great strides towards embodying and implementing the …
that time, the community has made great strides towards embodying and implementing the …
[HTML][HTML] The Lompe code: A python toolbox for ionospheric data analysis
AØ Hovland, KM Laundal, JP Reistad… - Frontiers in Astronomy …, 2022 - frontiersin.org
A recent paper by Laundal et al.(2022c) presented a new technique to combine all available
measurements of polar ionospheric electrodynamics; magnetic field measurements from …
measurements of polar ionospheric electrodynamics; magnetic field measurements from …
Numerical simulations of the geospace response to the arrival of an idealized perfect interplanetary coronal mass ejection
Abstract Previously, Tsurutani and Lakhina (2014, https://doi. org/10.1002/2013GL058825)
created estimates for a “perfect” interplanetary coronal mass ejection and performed simple …
created estimates for a “perfect” interplanetary coronal mass ejection and performed simple …
[HTML][HTML] AMPERE polar cap boundaries
The high-latitude atmosphere is a dynamic region with processes that respond to forcing
from the Sun, magnetosphere, neutral atmosphere, and ionosphere. Historically, the …
from the Sun, magnetosphere, neutral atmosphere, and ionosphere. Historically, the …
[HTML][HTML] GeospaceLAB: Python package for managing and visualizing data in space physics
L Cai, A Aikio, A Kullen, Y Deng, Y Zhang… - Frontiers in Astronomy …, 2022 - frontiersin.org
In the space physics community, processing and combining observational and modeling
data from various sources is a demanding task because they often have different formats …
data from various sources is a demanding task because they often have different formats …