https://github.com/actinia-org/actinia-jupyter

Jupyter notebooks for the actinia tutorial
https://github.com/actinia-org/actinia-jupyter

actinia actinia-client grass-gis jupyter jupyter-notebooks python rest-api tutorials

Last synced: 5 months ago
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Jupyter notebooks for the actinia tutorial

• Host: GitHub
• URL: https://github.com/actinia-org/actinia-jupyter
• Owner: actinia-org
• License: gpl-3.0
• Created: 2022-03-11T18:11:12.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2024-03-18T15:47:16.000Z (over 2 years ago)
• Last Synced: 2025-09-08T23:37:18.434Z (10 months ago)
• Topics: actinia, actinia-client, grass-gis, jupyter, jupyter-notebooks, python, rest-api, tutorials
• Language: Jupyter Notebook
• Homepage:
• Size: 865 KB
• Stars: 5
• Watchers: 6
• Forks: 2
• Open Issues: 5
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# actinia tutorial: Jupyter notebooks

Actinia is an open source REST API for scalable, distributed, high performance processing of geographical data that uses GRASS GIS for computational tasks.

It provides a REST API to process satellite images, time series of satellite images, arbitrary raster data with geographical relations and vector data.

The Jupyter notebooks included here are based on the [actinia tutorial](https://actinia-org.github.io/actinia-core/).

This repository offers the tutorial chapters as notebooks, for local usage or to run via Google Colab or binder in your browser.

* Introduction:

    * [original tutorial](https://actinia-org.github.io/actinia-core/introduction/) | [Jupyter notebook](https://github.com/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_introduction.ipynb)

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_introduction.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_introduction.ipynb)

* actinia database access:

    * [original tutorial](https://actinia-org.github.io/actinia-core/tutorial_data_access/) | [Jupyter notebook](https://github.com/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_database_access.ipynb)

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_database_access.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_database_access.ipynb)

* Time-series (STRDS) sampling:

    * [original tutorial](https://actinia-org.github.io/actinia-core/tutorial_strds_sampling/) | [Jupyter notebook](https://github.com/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_strds_sampling.ipynb)

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_strds_sampling.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_strds_sampling.ipynb)

* Landsat NDVI computation:

    * **currently not working** due to [actinia-core issue #261](https://github.com/actinia-org/actinia-core/issues/261)

    * [original tutorial](https://actinia-org.github.io/actinia-core/tutorial_landsat_ndvi/) | [Jupyter notebook](https://github.com/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_landsat_ndvi.ipynb)

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_landsat_ndvi.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_landsat_ndvi.ipynb)

* Sentinel-2 NDVI computation:

    * **currently not working** due to [actinia-core issue #261](https://github.com/actinia-org/actinia-core/issues/261)

    * [original tutorial](https://actinia-org.github.io/actinia-core/tutorial_sentinel2_ndvi/) | [Jupyter notebook](https://github.com/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_sentinel2_ndvi.ipynb)

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_sentinel2_ndvi.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_sentinel2_ndvi.ipynb)

* User defined processing (process chains):

    * [original tutorial](https://actinia-org.github.io/actinia-core/tutorial_process_chain/) | [Jupyter notebook](https://github.com/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_process_chain.ipynb)

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_process_chain.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_process_chain.ipynb)

* Using actinia with the [actinia-python-client](https://github.com/actinia-org/actinia-python-client/):

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_python_client.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_python_client.ipynb)

* Visualizing actinia results with [leafmap](https://leafmap.org):

    * [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/actinia-org/actinia-jupyter/blob/main/notebooks/actinia_leafmap.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/actinia-org/actinia-jupyter/7fa1c793cb00e59a0abaa4c97b1d65710e4d47fa?urlpath=lab%2Ftree%2Fnotebooks%2Factinia_leafmap.ipynb)

---

## Getting started

The actinia Jupyter notebooks provided here can be easily executed in cloud based

services. We have added launch buttons to Binder and Colab, cloud based services

that can run the Jupyter notebooks. Certainly you can also execute the notebooks

locally on your system.

### Google Colab

In order to run a notebook, simply click on the "launch Google Colab" button.

It will run the notebook for you, for interactive usage.

### Using binder

In order to run a notebook, simply click on the "launch binder" button.

It will start a virtual machine with the notebook for you, for interactive

usage.

### Using the notebooks locally

Clone this repository with `git clone` first. Then locally start the Jupyter notebook

server from the command line in the directory containing the `*.ipynb` files with:

`jupyter notebook`

This will open a new browser tab or window with a list of the contents of the current

working directory. Clicking on one of the `*.ipynb` files will start this particular notebook.

See also the official documentation for [The Jupyter Notebook](https://jupyter-notebook.readthedocs.io/en/latest/).