A harmonized dataset of ground-mounted solar energy in the US with enhanced metadata
Solar energy generating systems are critical components of our expanding energy infrastructure, yet available datasets remain incomplete or not publicly available-particularly at the sub-array level. Combining the best open access datasets in the US with image analysis on freely available remotely-sensed imagery, we present the Ground-Mounted Solar Energy in the United States (GM-SEUS) dataset, a harmonized, open access geospatial and temporal repository of solar energy arrays and panel-rows. GM-SEUS v1.0 includes over 15,000 commercial- and utility-scale ground-mounted solar photovoltaic and concentrating solar energy arrays (186 GW<sub>DC</sub>) covering 2,950 km<sup>2</sup> and includes 2.92 million unique solar panel-rows (466 km<sup>2</sup>). We use these newly compiled and delineated solar arrays and panel-rows to harmonize and independently estimate value-added attributes to existing datasets including installation year, azimuth, mount technology, panel-row area and dimensions, inter-row spacing, ground cover ratio, tilt, and installed capacity. By harmonizing and estimating attributes of the distributed US solar energy landscape, GM-SEUS supports diverse applications in renewable energy modeling, ecosystem service assessment, and infrastructure planning.
Authors
- Jeremy Rapp (ORCID: https://orcid.org/0000-0002-0460-2725)
- Jacob Stid (ORCID: https://orcid.org/0000-0003-2428-2340)
- A. D. Kendall (ORCID: https://orcid.org/0000-0003-3914-9964)
- D. W. Hyndman (ORCID: https://orcid.org/0000-0001-9464-8403)
- Annick Anctil (ORCID: https://orcid.org/0000-0001-5123-0146)
- James C. Bingaman
Institutions
- The University of Texas at Dallas (US)
- Michigan State University (US)
Publication Details
- Journal
- Scientific Data
- Published
- 2025-09-29
- DOI
- https://doi.org/10.1038/s41597-025-05862-4
- Citations
- 2
- Primary Topic
- Solar Radiation and Photovoltaics
- Type
- article
- Field-Weighted Citation Impact
- 4.96