Case Studies
============

The following case studies present end-to-end workflows for common use cases of geospatial machine learning:

* `Change Detection <change_detection.ipynb>`_: A workflow for change detection to identify differences between satellite images
* `Earth Surface Water <earth_surface_water.ipynb>`_: A workflow for mapping surface water, including lakes and rivers
* `Earthquake Detection <earthquake_detection.ipynb>`_: A workflow for change detection to detect areas affected by earthquakes
* `NAIP Road Segmentation <naip_road_segmentation.ipynb>`_: A workflow for road extraction from NAIP imagery using pre-trained segmentation weights

Do you have a use case that is missing from this list? Please open a pull request to add tutorials for your own use cases.

.. toctree::
   :hidden:
   :maxdepth: 1

   change_detection
   earth_surface_water
   earthquake_detection
   naip_road_segmentation