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The Super-Resolution for Renewable Resource Data (sup3r)

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 05 Nov 2024Publisher:Zenodo
Authors: Benton, Brandon; Buster, Grant; Hassanaly, Malik; Pinchuk, Pavlo; Podgorny, Slater; Glaws, Andrew; King, Ryan;
Code repository: https://github.com/NREL/sup3r/tree/v0.2.4

doi: 10.5281/zenodo.16883619 , 10.5281/zenodo.16883563 , 10.5281/zenodo.19654811 , 10.5281/zenodo.17834540 , 10.5281/zenodo.14337953 , 10.5281/zenodo.14042894 , 10.5281/zenodo.6808546 , 10.5281/zenodo.17835465 , 10.5281/zenodo.19954489 , 10.5281/zenodo.14041859 , 10.5281/zenodo.16882603 , 10.5281/zenodo.14590487 , 10.5281/zenodo.20005090 , 10.5281/zenodo.15586596 , 10.5281/zenodo.14041980

The Super-Resolution for Renewable Resource Data (sup3r)

Abstract

The Super Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

If you use this software, please cite it using the metadata from this file.

Keywords

tensorflow, climate-data, generative-adversarial-network, solar-energy, wind-energy, machine-learning, climate-change, deep-learning, renewable-energy

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average