Kruitwagen, Lucas
Story, Kyle
Friedrich, Johannes
Byers, Logan
Skillman, Sam
Hepburn, Cameron
2021-10-27
<p>This is the data repository accompanying Kruitwagen, L., Story, K., Friedrich, J., Byers, L., Skillman, S., & Hepburn, C. (2021) A global inventory of photovoltaic solar generating units, <strong>Nature, </strong><em>forthcoming</em>. This repository contains the training, cross-validation, test, and predicted data set as described in the publication. The contents of this repository are briefly summarised here, see the publication for further details.</p>
<p><strong>Repository contents:</strong></p>
<p><em>trn_tiles.geojson: </em>18,570 rectangular areas-of-interest used for sampling training patch data.</p>
<p><em>trn_polygons.geojson: </em>36,882 polygons obtained from OSM in 2017 used to label training patches.</p>
<p><em>cv_tiles.geojson: </em>560 rectangular areas-of-interest used for sampling cross-validation data seeded from <a href="https://www.wri.org/research/global-database-power-plants">WRI GPPDB</a></p>
<p><em>cv_polygons.geojson: </em>6,281 polygons corresponding to all PV solar generating units present in cv_tiles.geojson at the end of 2018.</p>
<p><em>test_tiles.geojson: </em>122 rectangular regions-of-interest used for building the test set.</p>
<p><em>test_polygons.geojson: </em>7,263 polygons corresponding to all utility-scale (>10kW) solar generating units present in test_tiles.geojson at the end of 2018.</p>
<p><em>predicted_polygons.geojson: </em>68,661 polygons corresponding to predicted polygons in global deployment, capturing the status of deployed photovoltaic solar energy generating capacity at the end of 2018.</p>
https://doi.org/10.5281/zenodo.5005868
oai:zenodo.org:5005868
eng
Zenodo
https://doi.org/10.5281/zenodo.5005867
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
photovoltaic solar
remote sensing
geospatial data
computer vision
A global inventory of solar photovoltaic generating units - dataset
info:eu-repo/semantics/other