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Nonparametric statistical downscaling for the fusion of data of different spatiotemporal support

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Publication:6626062
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DOI10.1002/env.2549zbMATH Open1545.62975MaRDI QIDQ6626062

A. N. Tyler, Carl A. Miller, R. A. O'Donnell, E. Spyrakos, E. Marian Scott, C. J. Wilkie, P. D. Hunter

Publication date: 28 October 2024

Published in: Environmetrics (Search for Journal in Brave)




zbMATH Keywords

data fusionstatistical downscalingBayesian hierarchical modellingchange-of-supportchlorophyll-a


Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)


Cites Work

  • A bivariate space-time downscaler under space and time misalignment
  • A spatio-temporal downscaler for output from numerical models
  • Functional data analysis.
  • Spatial Modeling With Spatially Varying Coefficient Processes
  • Seamless R and C++ Integration with Rcpp
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Related Items (3)

Data fusion with Gaussian processes for estimation of environmental hazard events ⋮ Framing data science, analytics and statistics around the digital earth concept ⋮ The role of data science in environmental digital twins: in praise of the arrows






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