Species distribution modeling with Gaussian processes: A case study with the youngest stages of sea spawning whitefish (Coregonus lavaretus L. s.l.) larvae

Jarno Vanhatalo, Lari Veneranta, Richard Hudd

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalEcological Modelling
Volume228
Pages (from-to)49-58
Number of pages10
ISSN0304-3800
DOIs
Publication statusPublished - 2012
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Species distribution model
  • Gaussian process
  • Spatial random effect
  • Average predictive comparison
  • Bayesian modeling
  • Covariance function
  • GENERALIZED ADDITIVE-MODELS
  • LAKE WHITEFISH
  • MICHIGAN

Cite this

@article{8ef8f6e4b5ab41629bd932e3cdde7a21,
title = "Species distribution modeling with Gaussian processes: A case study with the youngest stages of sea spawning whitefish (Coregonus lavaretus L. s.l.) larvae",
keywords = "Species distribution model, Gaussian process, Spatial random effect, Average predictive comparison, Bayesian modeling, Covariance function, GENERALIZED ADDITIVE-MODELS, LAKE WHITEFISH, MICHIGAN",
author = "Jarno Vanhatalo and Lari Veneranta and Richard Hudd",
year = "2012",
doi = "10.1016/j.ecolmodel.2011.12.025",
language = "English",
volume = "228",
pages = "49--58",
journal = "Ecological Modelling",
issn = "0304-3800",
publisher = "Elsevier Scientific Publ. Co",

}

Species distribution modeling with Gaussian processes: A case study with the youngest stages of sea spawning whitefish (Coregonus lavaretus L. s.l.) larvae. / Vanhatalo, Jarno; Veneranta, Lari; Hudd, Richard.

In: Ecological Modelling, Vol. 228, 2012, p. 49-58.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Species distribution modeling with Gaussian processes: A case study with the youngest stages of sea spawning whitefish (Coregonus lavaretus L. s.l.) larvae

AU - Vanhatalo, Jarno

AU - Veneranta, Lari

AU - Hudd, Richard

PY - 2012

Y1 - 2012

KW - Species distribution model

KW - Gaussian process

KW - Spatial random effect

KW - Average predictive comparison

KW - Bayesian modeling

KW - Covariance function

KW - GENERALIZED ADDITIVE-MODELS

KW - LAKE WHITEFISH

KW - MICHIGAN

U2 - 10.1016/j.ecolmodel.2011.12.025

DO - 10.1016/j.ecolmodel.2011.12.025

M3 - Article

VL - 228

SP - 49

EP - 58

JO - Ecological Modelling

JF - Ecological Modelling

SN - 0304-3800

ER -