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DescriptionThe enclosed datasets have been generated by the internal spatial data generator tool included in the ExaGeoStat software (https://github.com/ecrc/exageostat). It was used for the 2021 KAUST Competition on Spatial Statistics for Large Datasets (https://cemse.kaust.edu.sa/stsds/kaust-competition-spatial-statistics-large-datasets). The competition had four parts (Sub-competition 1a, Sub-competition 1b, Sub-competition 2a, and Sub-competition 2b). The main purpose of the competition was to reassess existing approximation methods on large spatial datasets in a uniform way that guarantees a fair comparison. The true parameters used for generating each dataset are provided in the PDF file attached with the datasets.
CitationHuang, H., Abdulah, S., Sun, Y., Ltaief, H., Keyes, D. E., & Genton, M. G. (2021). Data for "Competition on Spatial Statistics for Large Datasets" [Data set]. KAUST Research Repository. https://doi.org/10.25781/KAUST-8VP2V
PublisherKAUST Research Repository
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