Digital Earth Australia Notebooks
Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.
https://github.com/GeoscienceAustralia/dea-notebooks
Category: Sustainable Development
Sub Category: Knowledge Platforms
Keywords
digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray
Keywords from Contributors
gdal ogc-services satellites geodesy geophysics geoscience coastal water wms mapbox-satellite-oss
Last synced: about 12 hours ago
JSON representation
Repository metadata
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
- Host: GitHub
- URL: https://github.com/GeoscienceAustralia/dea-notebooks
- Owner: GeoscienceAustralia
- License: apache-2.0
- Created: 2018-02-27T08:26:30.000Z (about 7 years ago)
- Default Branch: develop
- Last Pushed: 2025-04-16T05:15:46.000Z (11 days ago)
- Last Synced: 2025-04-19T18:52:43.028Z (8 days ago)
- Topics: digitalearthaustralia, documentation, earth-observation, earthobservation, geoscienceaustralia, geospatial-data, jupyter-notebook, landsat, opendatacube, python, remote-sensing, remotesensing, satellite-imagery, sentinel-2, xarray
- Language: Jupyter Notebook
- Homepage: https://docs.dea.ga.gov.au/notebooks/
- Size: 3.14 GB
- Stars: 466
- Watchers: 61
- Forks: 130
- Open Issues: 51
- Releases: 21
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff
- Codeowners: .github/CODEOWNERS
README.md
DEA Notebooks
This is the DEA Notebooks and DEA Tools repository of Digital Earth Australia.
These can be viewed on the DEA Knowledge Hub or
run on the DEA Sandbox
or the National Computational Infrastructure (NCI).
Contribute — DEA Notebooks is open-source and we would love your contribution!
Learn how to contribute below.
License — The code in this repository is licensed under the Apache
License, Version 2.0. DEA
data is licensed under the Creative Commons by Attribution 4.0
license.
Documentation — See the DEA Notebooks
Wiki.
Contact — For assistance with any of these notebooks and tools,
please ask a question on our Open Data Cube Slack
channel or on the GIS Stack
Exchange
using the open-data-cube tag. You can also report an issue on this
repository.
Citation — If you use this repository in your work, please reference
it with the following citation.
Krause, C., Dunn, B., Bishop-Taylor, R., Adams, C., Burton, C., Alger,
M., Chua, S., Phillips, C., Newey, V., Kouzoubov, K., Leith, A.,
Ayers, D., Hicks, A., DEA Notebooks contributors 2021. Digital Earth
Australia notebooks and tools repository. Geoscience Australia,
Canberra. https://doi.org/10.26186/145234
Introduction
The Jupyter Notebooks and Python tools in this repository are for
analysing DEA's satellite data products. The notebooks are designed to demonstrate
how to use the DEA data and tools to conduct a broad range of geospatial
analyses. They also demonstrate how to integrate with other open-source
software such as Open Data Cube and
xarray. You can see examples of
use cases on the USAGE
page.
View on the DEA Knowledge Hub
The DEA Knowledge Hub is where you can easily view the notebooks and read DEA Tools documentation. You can browse the following sections.
- Beginner’s guide —
Introductory notebooks aimed at introducing Jupyter Notebooks and how to load,
plot, and interact with DEA data. - DEA products —
Notebooks introducing DEA's satellite datasets and derived products,
including how to load each dataset and any special features of the data. - How-to guides —
A recipe book of simple code examples demonstrating how to perform common
geospatial analysis tasks using DEA and open-source software. - Interactive apps —
Interactive apps and widgets that require little or no coding to run. - Real-world examples —
More complex case study workflows demonstrating how DEA can be
used to address real-world problems. - DEA Tools Package —
An open-source Python package containing functions and
algorithms to assist in analysing DEA data.
Run on the DEA Sandbox
The DEA Sandbox is a free virtual environment for interacting with the notebooks and tools from your web browser. You can use the Sandbox to conduct geospatial analysis without installing anything on your computer. Learn how to use the DEA Sandbox.
Run on the NCI
The National Computational Infrastructure is a supercomputer environment available to Australian researchers, academics, and other users by negotiation. The NCI can be used for high-performance geospatial analysis. Learn how to use the NCI.
How to contribute
To get started, see these articles in the wiki.
We would also appreciate it if you could add your a citation to our
USAGE
page.
Citation (CITATION.cff)
# YAML 1.2
---
abstract: "The Digital Earth Australia notebooks and tools repository ('DEA notebooks') hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products. The repository is intended to provide a guide to getting started with DEA, and to showcase the wide range of geospatial analyses that can be achieved using DEA data and open-source software including Open Data Cube and xarray."
authors:
-
affiliation: "Geoscience Australia"
family-names: Krause
given-names: Claire
orcid: "https://orcid.org/0000-0002-6794-196X"
-
affiliation: "Geoscience Australia"
family-names: Dunn
given-names: Bex
orcid: "https://orcid.org/0000-0001-7747-8246"
-
affiliation: "Geoscience Australia"
family-names: "Bishop-Taylor"
given-names: Robbi
orcid: "https://orcid.org/0000-0002-1533-2599"
-
affiliation: FrontierSI
family-names: Adams
given-names: Caitlin
-
affiliation: "Geoscience Australia"
family-names: Burton
given-names: Chad
-
affiliation: "Geoscience Australia"
family-names: Alger
given-names: Matthew
orcid: "https://orcid.org/0000-0001-5110-8845"
-
affiliation: "Geoscience Australia"
family-names: Chua
given-names: Sean
orcid: "https://orcid.org/0000-0002-8462-3170"
-
family-names: Phillips
given-names: Claire
-
affiliation: "Geoscience Australia"
family-names: Newey
given-names: Vanessa
orcid: "https://orcid.org/0000-0003-3705-5665"
-
family-names: Kouzoubov
given-names: Kirill
-
affiliation: "Geoscience Australia"
family-names: Leith
given-names: Alex
-
affiliation: "Geoscience Australia"
family-names: Ayers
given-names: Damien
-
affiliation: FrontierSI
family-names: Hicks
given-names: Andrew
-
family-names: "DEA Notebooks contributors"
given-names:
cff-version: "1.1.0"
date-released: 2021-03-30
doi: "10.26186/145234"
keywords:
- "Digital Earth Australia"
- "Open Data Cube"
- "Jupyter notebooks"
- Xarray
- Python
- "Remote sensing"
- "Earth observation"
license: "Apache-2.0"
message: "If you use any of the notebooks, code or tools in this repository in your work, please reference them using the following citation:"
repository-code: "https://github.com/GeoscienceAustralia/dea-notebooks/"
title: "Digital Earth Australia notebooks and tools repository"
version: "1.0.0"
Owner metadata
- Name: Geoscience Australia
- Login: GeoscienceAustralia
- Email:
- Kind: organization
- Description:
- Website: http://www.ga.gov.au/
- Location: Canberra, Australia
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/4704285?v=4
- Repositories: 333
- Last ynced at: 2024-04-14T15:25:37.066Z
- Profile URL: https://github.com/GeoscienceAustralia
GitHub Events
Total
- Fork event: 4
- Create event: 58
- Release event: 1
- Issues event: 12
- Watch event: 25
- Delete event: 52
- Member event: 5
- Issue comment event: 122
- Push event: 295
- Pull request review comment event: 9
- Gollum event: 53
- Pull request review event: 71
- Pull request event: 116
Last Year
- Fork event: 4
- Create event: 58
- Release event: 1
- Issues event: 12
- Watch event: 25
- Delete event: 52
- Member event: 5
- Issue comment event: 122
- Push event: 295
- Pull request review comment event: 9
- Gollum event: 53
- Pull request review event: 71
- Pull request event: 116
Committers metadata
Last synced: 7 days ago
Total Commits: 1,062
Total Committers: 63
Avg Commits per committer: 16.857
Development Distribution Score (DDS): 0.646
Commits in past year: 105
Committers in past year: 17
Avg Commits per committer in past year: 6.176
Development Distribution Score (DDS) in past year: 0.752
| Name | Commits | |
|---|---|---|
| Robbi Bishop-Taylor | R****r@g****u | 376 |
| Benjamin Glitsos | b****p@g****m | 119 |
| Bex Dunn | B****n | 107 |
| Claire | c****e@g****u | 63 |
| Matthew Alger | m****r@g****m | 52 |
| cbur24 | C****n@g****u | 45 |
| James Miller | 4****A | 33 |
| Caitlin Adams | c****s@g****m | 26 |
| S M T Chua | s****a@g****u | 22 |
| ClaireP | c****s@g****u | 19 |
| Emma Ai | e****i | 16 |
| Gianluca S. | 3****S | 15 |
| Benjamin Glitsos | 1****a | 14 |
| Imam Alam | u****h | 14 |
| Andrew Hicks | a****s@g****u | 12 |
| Matt-dea | 1****a | 10 |
| Kirill Kouzoubov | K****8@g****m | 10 |
| geoscience-aman | 9****n | 9 |
| Toktam | t****i@g****u | 7 |
| Cate Kooymans | c****s@G****u | 6 |
| Gabzgit | 6****t | 6 |
| Damien Ayers | d****n@o****t | 6 |
| LaurenSchenk1 | 1****1 | 6 |
| Pin Jin | p****n@g****u | 5 |
| RichardScottOZ | 7****Z | 4 |
| David Gavin | G****s | 4 |
| Arapaut Sivaprasad | a****s@w****m | 4 |
| Alex Leith | a****h@g****m | 3 |
| sebfoe | 6****e | 3 |
| pkilgour | p****r@g****u | 3 |
| and 33 more... | ||
Committer domains:
- ga.gov.au: 15
- anu.edu.au: 1
- webgenie.com: 1
- omad.net: 1
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 113
Total pull requests: 307
Average time to close issues: 11 months
Average time to close pull requests: 11 days
Total issue authors: 37
Total pull request authors: 34
Average comments per issue: 1.88
Average comments per pull request: 1.67
Merged pull request: 274
Bot issues: 0
Bot pull requests: 0
Past year issues: 16
Past year pull requests: 110
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 4 days
Past year issue authors: 11
Past year pull request authors: 16
Past year average comments per issue: 1.5
Past year average comments per pull request: 1.8
Past year merged pull request: 97
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- robbibt (40)
- BexDunn (12)
- CEKrause (7)
- MatthewJA (6)
- emmaai (4)
- LaurenSchenk1 (3)
- erialC-P (3)
- wwoodgate (3)
- whatnick (3)
- GL-S (2)
- jessjaco (2)
- juan-guerschman (2)
- omad (2)
- lars-fillmore (1)
- Kirill888 (1)
Top Pull Request Authors
- robbibt (128)
- benji-glitsos-ga (31)
- BexDunn (31)
- GL-S (18)
- LaurenSchenk1 (10)
- erialC-P (10)
- margaretharrison (8)
- emmaai (8)
- JM-GA (8)
- Matt-dea (8)
- pindge (5)
- cbur24 (4)
- geoscience-aman (4)
- uchchwhash (4)
- jennaguffogg (3)
Top Issue Labels
- bug (44)
- new feature/enhancement (10)
- documentation (6)
- Environment/package issue (4)
- priority (3)
- Sentinel-2 Collection 3 (3)
- help wanted (3)
- good first issue (3)
- assistance-requested (3)
- discussion (2)
- Hacktoberfest (1)
Top Pull Request Labels
- new feature/enhancement (6)
- Sentinel-2 Collection 3 (3)
- priority (2)
- discussion (1)
- bug (1)
- documentation (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 5,433 last-month
- Total dependent packages: 0
- Total dependent repositories: 5
- Total versions: 142
- Total maintainers: 5
pypi.org: dea-tools
Functions and algorithms for analysing Digital Earth Australia data.
- Homepage: https://github.com/GeoscienceAustralia/dea-notebooks
- Documentation: https://dea-tools.readthedocs.io/
- Licenses: Apache License 2.0
- Latest release: 0.3.6 (published 3 days ago)
- Last Synced: 2025-04-25T19:02:43.293Z (1 day ago)
- Versions: 142
- Dependent Packages: 0
- Dependent Repositories: 5
- Downloads: 5,433 Last month
-
Rankings:
- Stargazers count: 3.262%
- Forks count: 4.293%
- Average: 6.282%
- Dependent repos count: 6.602%
- Downloads: 7.129%
- Dependent packages count: 10.126%
- Maintainers (5)
Score: 18.993263259334164