{"id":38644898,"url":"https://github.com/actinia-org/actinia-jupyter","last_synced_at":"2026-01-17T09:12:12.006Z","repository":{"id":37086638,"uuid":"468854754","full_name":"actinia-org/actinia-jupyter","owner":"actinia-org","description":"Jupyter notebooks for the actinia tutorial","archived":false,"fork":false,"pushed_at":"2024-03-18T15:47:16.000Z","size":886,"stargazers_count":5,"open_issues_count":5,"forks_count":2,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-09-08T23:37:18.434Z","etag":null,"topics":["actinia","actinia-client","grass-gis","jupyter","jupyter-notebooks","python","rest-api","tutorials"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["actinia","actinia-client","grass-gis","jupyter","jupyter-notebooks","python","rest-api","tutorials"],"created_at":"2026-01-17T09:12:11.096Z","updated_at":"2026-01-17T09:12:11.792Z","avatar_url":"https://github.com/actinia-org.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# actinia tutorial: Jupyter notebooks\n\nActinia is an open source REST API for scalable, distributed, high performance processing of geographical data that uses GRASS GIS for computational tasks.\nIt provides a REST API to process satellite images, time series of satellite images, arbitrary raster data with geographical relations and vector data.\n\nThe Jupyter notebooks included here are based on the [actinia tutorial](https://actinia-org.github.io/actinia-core/).\nThis repository offers the tutorial chapters as notebooks, for local usage or to run via Google Colab or binder in your browser.\n\n* Introduction:\n    * [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)\n    * [![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)\n* actinia database access:\n    * [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)\n    * [![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)\n* Time-series (STRDS) sampling:\n    * [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)\n    * [![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)\n* Landsat NDVI computation:\n    * **currently not working** due to [actinia-core issue #261](https://github.com/actinia-org/actinia-core/issues/261)\n    * [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)\n    * [![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)\n* Sentinel-2 NDVI computation:\n    * **currently not working** due to [actinia-core issue #261](https://github.com/actinia-org/actinia-core/issues/261)\n    * [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)\n    * [![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)\n* User defined processing (process chains):\n    * [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)\n    * [![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)\n* Using actinia with the [actinia-python-client](https://github.com/actinia-org/actinia-python-client/):\n    * [![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)\n* Visualizing actinia results with [leafmap](https://leafmap.org):\n    * [![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)\n\n---\n\n## Getting started\n\nThe actinia Jupyter notebooks provided here can be easily executed in cloud based\nservices. We have added launch buttons to Binder and Colab, cloud based services\nthat can run the Jupyter notebooks. Certainly you can also execute the notebooks\nlocally on your system.\n\n### Google Colab\n\nIn order to run a notebook, simply click on the \"launch Google Colab\" button.\nIt will run the notebook for you, for interactive usage.\n\n### Using binder\n\nIn order to run a notebook, simply click on the \"launch binder\" button.\nIt will start a virtual machine with the notebook for you, for interactive\nusage.\n\n### Using the notebooks locally\n\nClone this repository with `git clone` first. Then locally start the Jupyter notebook\nserver from the command line in the directory containing the `*.ipynb` files with:\n`jupyter notebook`\n\nThis will open a new browser tab or window with a list of the contents of the current\nworking directory. Clicking on one of the `*.ipynb` files will start this particular notebook.\n\nSee also the official documentation for [The Jupyter Notebook](https://jupyter-notebook.readthedocs.io/en/latest/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Factinia-org%2Factinia-jupyter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Factinia-org%2Factinia-jupyter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Factinia-org%2Factinia-jupyter/lists"}