Computationally efficient joint species distribution modeling of big spatial data

Gleb Tikhonov, Li Duan, Nerea Abrego, Graeme Newell, Matt White, David Dunson, Otso Ovaskainen

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number02929
JournalEcology
Volume101
Issue number2
Number of pages8
ISSN0012-9658
DOIs
Publication statusPublished - Feb 2020
MoE publication typeA1 Journal article-refereed

Fields of Science

  • 1181 Ecology, evolutionary biology
  • community modeling
  • ecological communities
  • Gaussian process
  • joint species distribution model
  • latent factors
  • spatial statistics
  • HMSC
  • hierarchical modeling of species communities

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