Zoo Classifier Workflow Update

[2320sharon]

The zoo classifier notebook is not fully up to date with the workflows present in the coastsat classifier Notebook. We are making a push to improve the workflows in that notebook in the coming months so I've created this issue to compile the changes that will need to be made.

Bugs

1. Cloud Mask Application Issue

   • Cloud masks are applied to the Shoreline extraction process regardless of the toggle state.
   • Note: This discrepancy isn't present in the Coastsat classifier Notebook.

2. simplified_find_contours Modification Issue

   • Due to the modifications in the simplified_find_contours function, shorelines now appear as closed line string segments.

3. Reference Shoreline Buffer Issue

   • The reference Shoreline buffer used in simplified_find_contours doesn't undergo a dilation of 5 pixels, contrary to the workflow in the Coastsat classifier.

Related Issues

• Processing imagery with dask/xarray: example application for identifying outlier imagery #154
• Exploring ideas for new shoreline extraction routines for application on label outputs of 4-class segmentation models #168
• Shoreline filtering using a mask outlining zone of possible shoreline change #161
• Feature Request: Automatic Good/Bad Image Filter #171
• Is it possible to extract shorelines with dask and rioxarray? #148

We aim to address these issues in the coming months to ensure seamless and efficient workflows. Feedback and contributions are welcome.

[2320sharon]

• Organize the settings like the coastsat classifier notebook

[2320sharon]

The zoo workflow is significantly less intuitive than the coastsat workflow. It doesn't let you run the model or extract shorelines for multiple ROIs at the same time unlike the coastsat workflow. I think the workflow needs to be updated so that the user can select a session that contains multiple ROIs and run the model on that directory.

Unfortunately I can't make this change in time for tomorrow. Given that I still need to work on #198 and #179.

• make the select images work for sessions containing multiple ROIs
• Make the extract shorelines widget work for sessions containing multiple ROIs
• Make correct tides work for sessions containing multiple ROIs

[2320sharon]

• When cloud mask is toggled to off make sure it doesn't show up in the segmentations

[2320sharon]

After a bit of digging I found out that the reason why the cloud mask shows up in the image segmentation even when the cloud mask is off is because the cloud mask was already applied to the downloaded jpgs the model is running the segmentations on. The reason they don't show up in the final extracted shoreline diagrams is because those diagrams are created from the tifs being converted to jpgs without the cloud mask.

So if we want to see the cloud mask in the outputted segmentations then we would need to re-read the tifs, create a new RGB jpg, then run the model on these making the model even slower. I can make this a feature but its going to take some extra work.

[2320sharon]

You should probably fix these future warning in coastsat package while you do this

C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-01-06 15:41:11' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-02-15 15:42:34' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-03-03 15:42:24' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-04-12 15:40:24' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-04-20 15:41:43' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-04-28 15:40:15' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-06-07 15:40:54' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-07-01 15:40:07' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-07-09 15:40:17' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-07-17 15:40:15' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-08-10 15:39:43' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-09-03 15:40:38' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-09-19 15:40:42' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-10-05 15:40:50' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-10-13 15:38:17' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-10-29 15:37:57' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-12-16 15:36:45' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-12-24 15:40:56' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-01-06 15:41:11' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-02-15 15:42:34' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-03-03 15:42:24' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-04-12 15:40:24' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-04-20 15:41:43' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-04-28 15:40:15' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-06-07 15:40:54' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-07-01 15:40:07' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-07-09 15:40:17' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-07-17 15:40:15' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-08-10 15:39:43' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-09-03 15:40:38' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-09-19 15:40:42' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-10-05 15:40:50' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-10-13 15:38:17' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-10-29 15:37:57' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-12-16 15:36:45' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L7' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:872: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value '2018-12-24 15:40:56' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "date"] = date.strftime("%Y-%m-%d %H:%M:%S")
C:\development\doodleverse\coastsat_package\coastsat_package\src\coastsat\SDS_tools.py:873: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise in a future error of pandas. Value 'L8' has dtype incompatible with float64, please explicitly cast to a compatible dtype first.
  gdf.loc[idx, "satname"] = satname

[2320sharon]

Jan Tasks

• Make sure the zoo workflow is correctly applying the reference shoreline buffer to the extracted shorelines

• Make sure the zoo workflow can work with multiple ROIs like the CoastSat workflow

• Analyze why the time series csv files are different from the outputs of coastsat

[2320sharon]

@dbuscombe-usgs Do you think that its necessary to have the zoo workflow works with multiple ROIs at a time like coastseg or can we skip this feature until after the paper release?

[dbuscombe-usgs]

Depends. It will be necessary eventually, so just depends on how tricky it is to implement. I'm guessing it is more tricky than you'd like to tackle right now, and if so, we can wait

[2320sharon]

• Make zoo move the model segmentations into the good/bad folder instead of copying them
• Make zoo move the model segmentation images into the good/bad folder