https://github.com/geoscienceaustralia/geomad

https://github.com/geoscienceaustralia/geomad

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (3.5%) to scientific vocabulary
Last synced: 6 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: GeoscienceAustralia
  • License: apache-2.0
  • Language: Cython
  • Default Branch: main
  • Size: 13.6 MB
Statistics
  • Stars: 4
  • Watchers: 2
  • Forks: 1
  • Open Issues: 1
  • Releases: 4
Created 8 months ago · Last pushed 8 months ago
Metadata Files
Readme License

README.md

Geomad

A library for fast calculation of geomedian and median absolute deviation (MAD).

Assumptions

We assume that the data stack dimensions are ordered so that the spatial dimensions are first (y,x), followed by the spectral dimension of size p, finishing with the temporal dimension.

Algorithms reduce in the last dimension (typically, the temporal dimension).


For details of the scientific algorithms implemented, see:

  • Roberts, D., Mueller, N., & McIntyre, A. (2017). High-dimensional pixel composites from earth observation time series. IEEE Transactions on Geoscience and Remote Sensing, 55(11), 6254-6264.

  • Roberts, D., Dunn, B., & Mueller, N. (2018). Open data cube products using high-dimensional statistics of time series. In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium (pp. 8647-8650).

Owner

  • Name: Geoscience Australia
  • Login: GeoscienceAustralia
  • Kind: organization
  • Location: Canberra, Australia

GitHub Events

Total
  • Create event: 4
  • Issues event: 1
  • Release event: 2
  • Watch event: 3
  • Member event: 5
  • Push event: 6
  • Pull request event: 6
  • Fork event: 1
Last Year
  • Create event: 4
  • Issues event: 1
  • Release event: 2
  • Watch event: 3
  • Member event: 5
  • Push event: 6
  • Pull request event: 6
  • Fork event: 1

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 95
  • Total Committers: 6
  • Avg Commits per committer: 15.833
  • Development Distribution Score (DDS): 0.453
Past Year
  • Commits: 19
  • Committers: 3
  • Avg Commits per committer: 6.333
  • Development Distribution Score (DDS): 0.316
Top Committers
Name Email Commits
Dale Roberts d****s@g****m 52
Kirill Kouzoubov k****8@g****m 22
Paul Haesler l****r@g****m 13
Damien Ayers d****n@o****t 6
Emma Ai e****i@g****u 1
Paul Haesler p****r@g****u 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 1
  • Total pull requests: 4
  • Average time to close issues: N/A
  • Average time to close pull requests: 24 minutes
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 4
  • Average time to close issues: N/A
  • Average time to close pull requests: 24 minutes
  • Issue authors: 1
  • Pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • SpacemanPaul (1)
Pull Request Authors
  • SpacemanPaul (3)
  • omad (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 10,613 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 3
  • Total maintainers: 1
pypi.org: geomad

Geomedian and Median Absolute Deviation implementation

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 10,613 Last month
Rankings
Dependent packages count: 8.6%
Average: 28.5%
Dependent repos count: 48.4%
Maintainers (1)
Last synced: 7 months ago

Dependencies

.github/workflows/test.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v3 composite
pyproject.toml pypi
setup.py pypi
  • numpy <2