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145 results for “underdarkGIS”

  1. Getting a s***-ton of CSV files as input for spatial analysis can be a pain.

    Yes, you can write a quick Python loop in the #QGIS console to load them but it's not a great workflow, imho.

    The DuckDB read_csv function has been very convenient for this kind of ETL workflow:

    fosstodon.org/@underdarkGIS/11

    #DuckDB #ETL #SpatialDataScience #DataScience

  2. Getting a s***-ton of CSV files as input for spatial analysis can be a pain.

    Yes, you can write a quick Python loop in the console to load them but it's not a great workflow, imho.

    The DuckDB read_csv function has been very convenient for this kind of ETL workflow:

    fosstodon.org/@underdarkGIS/11

  3. Getting a s***-ton of CSV files as input for spatial analysis can be a pain.

    Yes, you can write a quick Python loop in the #QGIS console to load them but it's not a great workflow, imho.

    The DuckDB read_csv function has been very convenient for this kind of ETL workflow:

    fosstodon.org/@underdarkGIS/11

    #DuckDB #ETL #SpatialDataScience #DataScience

  4. Getting a s***-ton of CSV files as input for spatial analysis can be a pain.

    Yes, you can write a quick Python loop in the #QGIS console to load them but it's not a great workflow, imho.

    The DuckDB read_csv function has been very convenient for this kind of ETL workflow:

    fosstodon.org/@underdarkGIS/11

    #DuckDB #ETL #SpatialDataScience #DataScience

  5. For those working in #Python and #mobility or #network data, and who want to get #EdgeBundling to work, check out this repository: github.com/xpeterk1/edge-path-

    I tried with our project data and it works nicely. It calculates really fast and uses little resources.

    Potentially interesting to @underdarkGIS and @martinfleis

  6. This has been way too long in the making and it's finally out:

    "Spatiotemporal Model Cards", basically a cheat sheet for documenting #GeoAI models so that you'll thank your past self when you circle back to your docs in the future

    📋 Markdown template ... github.com/anitagraser/model-c
    📝 #OpenAccess paper with all the details ... dl.acm.org/doi/abs/10.1145/380

    Still planning to put the essential explanations into the template to make it easier to use without consulting the paper 👩‍💻

    #SpatialDataScience

  7. This has been way too long in the making and it's finally out:

    "Spatiotemporal Model Cards", basically a cheat sheet for documenting models so that you'll thank your past self when you circle back to your docs in the future

    📋 Markdown template ... github.com/anitagraser/model-c
    📝 paper with all the details ... dl.acm.org/doi/abs/10.1145/380

    Still planning to put the essential explanations into the template to make it easier to use without consulting the paper 👩‍💻

  8. This has been way too long in the making and it's finally out:

    "Spatiotemporal Model Cards", basically a cheat sheet for documenting #GeoAI models so that you'll thank your past self when you circle back to your docs in the future

    📋 Markdown template ... github.com/anitagraser/model-c
    📝 #OpenAccess paper with all the details ... dl.acm.org/doi/abs/10.1145/380

    Still planning to put the essential explanations into the template to make it easier to use without consulting the paper 👩‍💻

    #SpatialDataScience

  9. This has been way too long in the making and it's finally out:

    "Spatiotemporal Model Cards", basically a cheat sheet for documenting #GeoAI models so that you'll thank your past self when you circle back to your docs in the future

    📋 Markdown template ... github.com/anitagraser/model-c
    📝 #OpenAccess paper with all the details ... dl.acm.org/doi/abs/10.1145/380

    Still planning to put the essential explanations into the template to make it easier to use without consulting the paper 👩‍💻

    #SpatialDataScience

  10. Do I have any followers here who used scikit-mobility's human mobility metrics?

    Since isn't maintained anymore, we're considering porting the essential functionality to @movingpandas and would love to have more feedback, especially if it's first-hand experience with the functionality:

    github.com/movingpandas/moving

  11. Will we finally get nice html representations of @movingpandas Trajectories and TrajectoryCollections?

    Inspired by 🤩

    WIP 👩‍💻 : github.com/movingpandas/moving

    Any feedback / ideas welcome!

  12. 🛰️ Geometry- and Physics-Aware Dataset Creation for Shadow Removal in High-Resolution Satellite Imagery meetingorganizer.copernicus.or

    🌳 Establishing an Earth observation Super-resolution and Validation Framework for Improved Climate Hazard Assessment and Response in Forestry meetingorganizer.copernicus.or

    [2/2]

  13. It's going to be a busy poster session for our team this year:

    🌲 Explainable Machine Learning for diagnosing Data Quality Issues in Dendrometer-Based Tree Growth Time Series meetingorganizer.copernicus.or

    🌍 Machine learning based dynamic numerical climate multi-model ensemble weighting for high impact weather affecting the energy infrastructure meetingorganizer.copernicus.or

    [1/2]

  14. I've added an interactive client script today. Makes it easier to play around and discover all the ways to break our little assistant:

  15. QGIS to (Geo)Pandas – part 3

    The journey continues: QgsArrowIterator is now merged, making it possible to iterate over QgsFeatures as Arrow batches.

    This is where we are now ... anitagraser.com/2025/12/03/qgi

    #QGIS #GeoPandas #GISChat #SpatialDataScience #Arrow #Python

  16. QGIS to (Geo)Pandas – part 3

    The journey continues: QgsArrowIterator is now merged, making it possible to iterate over QgsFeatures as Arrow batches.

    This is where we are now ... anitagraser.com/2025/12/03/qgi

  17. QGIS to (Geo)Pandas – part 3

    The journey continues: QgsArrowIterator is now merged, making it possible to iterate over QgsFeatures as Arrow batches.

    This is where we are now ... anitagraser.com/2025/12/03/qgi

    #QGIS #GeoPandas #GISChat #SpatialDataScience #Arrow #Python

  18. QGIS to (Geo)Pandas – part 3

    The journey continues: QgsArrowIterator is now merged, making it possible to iterate over QgsFeatures as Arrow batches.

    This is where we are now ... anitagraser.com/2025/12/03/qgi

    #QGIS #GeoPandas #GISChat #SpatialDataScience #Arrow #Python