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This dataset contains time series of output operational features from production cost simulations over historical weather conditions. Further, this dataset contains portfolios of energy storage, sized in relation to these operational outputs, using the storage sizing model available at link_to...

Puerto Rico Observed Hydropower Generation Citation Broman, D., Giovando, J., and Voisin, N (2026). Puerto Rico Observed Hydropower Generation v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362785 Description This dataset contains observed hydropower generation for hydropower facilities in the...

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Hawaii Observed Hydropower Generation Citation Broman, D., Giovando, J., and Voisin, N (2026). Hawaii Observed Hydropower Generation v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362787 Description This dataset contains observed hydropower generation for hydropower facilities in the State of...

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Alaska Observed Hydropower Generation Citation Broman, D., Giovando, J., and Voisin, N (2026). Alaska Observed Hydropower Generation v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362789 Description This dataset contains observed hydropower generation for hydropower facilities in the State of...

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Existing Hydropower Assets (EHA) 9505 Hawaii Plant Database Citation Broman, D., Giovando, J., and Voisin, N (2026). Existing Hydropower Assets (EHA) Hawaii Plant Database Extension v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362795 Description This dataset is an extension and subset of the...

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Existing Hydropower Assets (EHA) 9505 Puerto Rico Plant Database Citation Broman, D., Giovando, J., and Voisin, N (2026). Existing Hydropower Assets (EHA) Puerto Rico Plant Database Extension v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362794 Description This dataset is an extension and subset...

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Existing Hydropower Assets (EHA) 9505 Alaska Plant Database Citation Broman, D., Giovando, J., and Voisin, N (2026). Existing Hydropower Assets (EHA) Alaska Plant Database Extension v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362796 Description This dataset is an extension and subset of the...

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Computational analysis of LanM Variants with REE ions.

Rare earth elements (REEs) are essential to modern technologies, yet their high physical and chemical similarity makes separation of individual REEs difficult and environmentally taxing. Metalloproteins offer a promising alternative for selective REE binding, as they tend to have high metal ion...

Plot of molar ellipticity at 222 nm versus concentration of free Y3+ for LanM D3ED9E bound to yttrium, used to calculate the LanM D3ED9E-Y3+ binding affinity (Kd).

Plot of molar ellipticity at 222 nm versus concentration of free Y3+ for LanM WT bound to yttrium, used to calculate the LanM WT-Y3+ binding affinity (Kd).

This dataset contains time series of output operational features from production cost simulations. These datasets are configured as inputs to the storage sizing model available at link_to_storage_sizing_model . Datasets are presented with respect to the Western Interconnection of the US, on a zonal...

Raw chromatographs for the HisTrap and SEC columns run to purify LanM D1ED5E.

Raw chromatographs for the HisTrap and SEC columns run to purify LanM D3E.

Plot of molar ellipticity at 222 nm versus concentration of free La3+ for LanM D5E bound to lanthanum, used to calculate the LanM D5E-La3+ binding affinity (Kd).