Data for "The Third Competition on Spatial Statistics for Large Datasets"

  • Yiping Hong (Creator)
  • Yan Song (Creator)
  • Sameh Abdulah (Creator)
  • Ying Sun (Creator)
  • Hatem Ltaief (Creator)
  • David Keyes (Creator)
  • Marc Genton (Creator)

    Dataset

    Description

    The 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 2023 KAUST Competition on Spatial Statistics for Large Datasets (https://cemse.kaust.edu.sa/stsds/news/2023-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. More information about the datasets can be found in the file "Competition Description and True Model".
    Date made availableSep 28 2023
    PublisherKAUST Research Repository

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