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Add AGB live woody density dataset #425

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merged 13 commits into from
Feb 27, 2022
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@nilsleh nilsleh commented Feb 22, 2022

This PR adds the AGB density dataset. It contains global AGB density values (megagrams biomass/hectare) at ~30m resolution.

Dataset features:

  • Masks with per pixel live woody biomass density estimates in megagrams biomass per hectare at ~30m resolution (~40,000x40,0000 px)

Dataset format:

  • geojson file that contains download links to tif files
  • single-channel geotiffs with the pixel values representing biomass density

Example:
woodDensity

@github-actions github-actions bot added datasets Geospatial or benchmark datasets documentation Improvements or additions to documentation testing Continuous integration testing labels Feb 22, 2022
@adamjstewart adamjstewart added this to the 0.3.0 milestone Feb 22, 2022
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calebrob6
calebrob6 previously approved these changes Feb 23, 2022
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Co-authored-by: Adam J. Stewart <ajstewart426@gmail.com>
@adamjstewart adamjstewart enabled auto-merge (squash) February 27, 2022 20:11
@adamjstewart adamjstewart merged commit 4c221df into microsoft:main Feb 27, 2022
@adamjstewart adamjstewart mentioned this pull request Jul 11, 2022
yichiac pushed a commit to yichiac/torchgeo that referenced this pull request Apr 29, 2023
* Add AGB live woody density dataset

* add credit

* Update docs/api/datasets.rst

* Update torchgeo/datasets/agb_live_woody_density.py

* Update torchgeo/datasets/agb_live_woody_density.py

* Update docs/api/datasets.rst

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

* regex

* Update torchgeo/datasets/agb_live_woody_density.py

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

* Remove unused import

* Adding indents to regex

* move extract

* Close plot filehandles

Co-authored-by: Caleb Robinson <calebrob6@gmail.com>
Co-authored-by: Adam J. Stewart <ajstewart426@gmail.com>
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3 participants