Citation and Data Attribution

When citing a ResStock dataset, please cite both the specific dataset and the technical reference guide, as shown below. Users are also welcomed to cite the measure documents directly as they become available.

Suggested Citations

ResStock 2025 Release 1 Dataset in APA format

Parker, A., Adhikari, R., Brossman, J., Liu, L., Lou, Y., Maguire, J., Phoung, S., Robertson, J., Speake, A., Stenger, K., White, P., Clark, K., Fontanini, A., Horowitz, S., Present, E., Reyna, J., Swindler, A., Wilson, E., Bianchi, C., Chintala, R., Harris, C., Merket, N., Moore N., Munankarmi, P., & Sandoval, N. (2025). ResStock 2025 Release 1 [Dataset] Open Energy Data Initiative (OEDI). National Renewable Energy Lab (NREL). https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2Fend-use-load-profiles-for-us-building-stock%2F2025%2Fresstock_amy2018_release_1%2F

ResStock 2025 Release 1 Technical Reference Guide in APA format

Reyna, J., Fontanini, A., Parker, A., Present, E., Liu, L., Adhikari, R., Bianchi, C., Brossman, J., Chintala, R., Clark, K., Harris, C., Horowitz, S., Lou, Y., Maguire, J., Merket, N., Moore, N., Munankarmi, P., Phoung, S., Robertson, J., Sandoval, N., Speake, A., Stenger, K., White, P., Wilson, E. (2025). ResStock Technical Reference Documentation, Active Development Version [Technical report] National Renewable Energy Laboratory (NREL). Retrieved from https://nrel.github.io/ResStock.github.io/assets/trd/ResStockTechnicalReferenceGuide_2025_1.pdf

Data Attribution

When using ResStock data in products or reports, kindly use the suggested citation above or “Data includes information from the ResStock™ dataset developed by the National Laboratory of the Rockies (NLR) with funding from the U.S. Department of Energy (DOE).”

Disclaimer

This disclaimer applies to the ResStock Dataset (“Data”). This Data was created by Alliance for Sustainable Energy, LLC (“Alliance”), the manager and operator of the National Laboratory of the Rockies with the U.S. Department of Energy. This Data is provided for research purposes only, and Alliance has no obligation to update, confirm the accuracy of, or in any way maintain the Data. Any use of or reliance on the Data is at your own risk. THIS DATA IS PROVIDED BY ALLIANCE “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ALLIANCE OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS DATA, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.