https://github.com/sentinel-hub/eo-grow-examples
Earth Observation framework for scaled-up processing `eo-grow` in action.
https://github.com/sentinel-hub/eo-grow-examples
Last synced: 3 months ago
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Earth Observation framework for scaled-up processing `eo-grow` in action.
- Host: GitHub
- URL: https://github.com/sentinel-hub/eo-grow-examples
- Owner: sentinel-hub
- License: mit
- Created: 2022-06-29T12:34:02.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-06-29T16:30:22.000Z (almost 2 years ago)
- Last Synced: 2025-01-19T06:52:33.736Z (3 months ago)
- Language: Jupyter Notebook
- Size: 41.6 MB
- Stars: 2
- Watchers: 6
- Forks: 2
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# eo-grow-examples
**Earth Observation framework for scaled-up processing [`eo-grow`](https://github.com/sentinel-hub/eo-grow) in action.**
Analyzing Earth Observation (EO) data is complex and solutions often require custom tailored algorithms. In the EO domain most problems come with an additional challenge: *How do we apply the solution on a larger scale?*
## Examples
The examples in this repository are fully self contained in corresponding sub-directories. Each example has instructions on how to set-up a working environment, and (typically) an end-to-end notebook that user can tweak according to their needs.
* [GlobalEarthMonitor](./GEM/README.md) examples include:
* [Large scale processing demo](./GEM/docs/scaling_eo_pipelines.md) using `Ray` on Copernicus Data Space Ecosystem (CDSE) or AWS
* [example notebook](./GEM/example_notebook.ipynb) for running small example on your laptop
* [continuous monitoring](./GEM/docs/continuous_monitoring.md) example for details about ongoing monitoring of large areas.
* [GEM Workshop](GEM_Workshop/LC_CMS_Workshop/ReadMe.md) includes material used in Land Cover Continuous Monitoring Service (LC-CMS) GEM Workshop. This workshop example can also be followed on [youtube](https://youtu.be/CliwEBZL6cM). It shows:
* An overview and firsthand experience of a LC-CMS pipeline prototype, with results generated for the region of Paris.
* How `eo-grow` and `eo-learn` libraries could be used to build a pipeline for your requirements.
* The concept of Change Detection and its application in monitoring land cover evolution and change monitoring, with results generated by LC-CMS in demonstration area.
## Installation and running of examples
To run the examples provided in this repository, the user has to clone the repository first, and then follow the instruction given in the `README.md` of each particular example.
```
git clone https://github.com/sentinel-hub/eo-grow-examples.git
```
## Documentation
The documentation of each example should be given in the corresponding `README.md` files. Documentations for the main building blocks of the examples can be found here:
* [`eo-grow`](https://eo-grow.readthedocs.io/en/latest/)
* [`eo-learn`](https://eo-learn.readthedocs.io/en/latest/)
* [`sentinelhub-py`](https://sentinelhub-py.readthedocs.io/en/latest/)
## Questions and Issues
Feel free to ask questions about the package and its use cases at [Sentinel Hub forum](https://forum.sentinel-hub.com/) or raise an issue on [GitHub](https://github.com/sentinel-hub/eo-grow-examples/issues).
## License
See [LICENSE](https://github.com/sentinel-hub/eo-grow-examples/blob/main/LICENSE).
## Acknowledgements
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under Grant Agreement No. 101004112.