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A k-nearest neighbor space-time simulator with applications to large-scale wind and solar power modeling
We develop and present a k-nearest neighbor space-time simulator that accounts for the spatiotemporal dependence in high-dimensional hydroclimatic fields (e.g., wind and solar) and can simulate synthetic realizations of arbitrary length. We illustrate how this statistical simulation tool can be used...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058912/ https://www.ncbi.nlm.nih.gov/pubmed/35510191 http://dx.doi.org/10.1016/j.patter.2022.100454 |