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Add Western USA Live Fuel Moisture Dataset #1262

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nilsleh
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@nilsleh nilsleh commented Apr 18, 2023

This PR adds the Western USA Live Fuel Moisture Dataset from MLHub. It is a "new" dataset to torchgeo in the sense that it is a Tabular dataset that has satellite sensor derived variables as features for a regression task.

Dataset Format:

  • .geojson file for each datapoint

Dataset Features:

  • 138 remote sensing derived variables, some with a time dependency
  • 2615 datapoints with regression target of predicting fuel moisture

@github-actions github-actions bot added datasets Geospatial or benchmark datasets documentation Improvements or additions to documentation testing Continuous integration testing labels Apr 18, 2023
@adamjstewart adamjstewart added this to the 0.5.0 milestone Apr 18, 2023
adamjstewart
adamjstewart previously approved these changes Apr 18, 2023
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Assuming tests pass

docs/api/datasets.rst Outdated Show resolved Hide resolved
@adamjstewart adamjstewart enabled auto-merge (squash) April 19, 2023 14:39
@adamjstewart adamjstewart merged commit 0313023 into microsoft:main Apr 19, 2023
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yichiac pushed a commit to yichiac/torchgeo that referenced this pull request Apr 29, 2023
* basic working version

* format data.py

* add test for features variables

* pyupgrade

* add docs

* additional doc

* forgot pdb

* requested changes

* ignore pd return type

* fill coverage gap

* split dataset name for docs

* Add missing column

* Fix error list

---------

Co-authored-by: Adam J. Stewart <ajstewart426@gmail.com>
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2 participants