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Dataset
Dataset for: Rooftop solar and energy storage programs can remediate energy-limiting behaviors of energy insecure households

Energy insecurity affects most low-income households in the United States. Energy insecurity, which is characterized by a household’s inability to afford their energy needs, often leads to risky choices, causing other forms of insecurity including food and health. Although there are government...

Energy Resiliency
Energy Storage
Solar Energy
Dataset
Defect Detection by Segmentation

Irradiated/Irradiated_Calibrate/Iradiated_FL_TOPO_Meta • Performance metrics for all irradiated models in file starting with “all_notebooks” • Defect information within each model folder in csv files ending in “defects” and “defects_truth”, with “truth” for predicted images • Ripley results within...

Dataset
Circular Home Comparative Life Cycle Assessment Data

This dataset represents the results of the Whole-Building Life Cycle Assessment (WBLCA) of The Circular Home and a structurally equivalent Baseline Home. The WBLCA is conducted with U.S. conventions for an intended location in Spokane, WA in Climate Zone 5B. The WBLCA follows ISO 14040/14044...

Dataset
GLBRC Soil Yearlong Incubation 13C-SIP-Lipidomics

Data package for Lipids represent a dynamic, yet stable pool of microbially-derived soil carbon This data is published under a CC0 license . The authors encourage data reuse and request attribution by referencing the below citations for the data packages and associated manuscript. Please cite as...

Biology
Microbiome Science
Earth System Science
Dataset
EVT 16s Data and Large Supplementary Files

Please cite as : McClure, R. and Janet Jansson. 2025. EVT 16s Data and Large Supplementary Files . [Data Set] PNNL DataHub. https://doi.org/10.25584/2530740. This data is published under a CC0 license . The authors encourage data reuse and request attribution by referencing the above citations for...

Biology
Earth System Science
Dataset
Train Image Blocks

Train Image Blocks Download Section 1.8TB

Dataset
Mantis Shrimp Dataset -- Indices and Masks

Mantis Shrimp Dataset -- Indices and Masks Download Section

Dataset
Mantis Shrimp Dataset -- wget scripts

Mantis Shrimp Dataset -- wget scripts Download Section

Dataset
Validation Image Blocks

Validation Image Blocks Download Section 256GB

Dataset
Test Image Blocks

Test Image Blocks Download Section 513GB

Dataset
Mantis Shrimp Models

Mantis Shrimp Models Download Section

Dataset
Mantis Shrimp Dataset -- Target CSVs

Mantis Shrimp Dataset -- Target CSVs Download Section

Dataset
Mantis Shrimp FFCV Dataset

Mantis Shrimp FFCV Dataset Download Section

Dataset
DATASET for - ILAMBv2.7 benchmarking results comparing E3SMv2.1 land-atmosphere coupled (BGCv2LNDATM) and stand alone land (ELM) simulations with CMIP6 emission driven historical simulations

Author list: Sha Feng1, Nathan Collier2, Qing Zhu3, Daniel M. Ricciuto2 1Pacific Northwest National Laboratory, Richland, WA, USA 2Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA 3Lawrence Berkeley National Laboratory, Berkeley, CA, USA, This dataset contains land...

Dataset
RMI - Ocean Modeling for Fate of Legacy Radionuclides at Enewetak Atoll

RMI - Ocean Modeling for Fate of Legacy Radionuclides at Enewetak Atoll Enewetak Atoll underwent 43 historical nuclear tests from 1948 to 1958, including the first hydrogen bomb test, resulting in a substantial nuclear material fallout contaminating the Atoll and the lagoon waters. The radionuclide...