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

doi:10.1016/j.ecolmodel.2011.12.025

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 journal › Article › Scientific › peer-review

Original language	English
Journal	Ecological Modelling
Volume	228
Pages (from-to)	49-58
Number of pages	10
ISSN	0304-3800
DOIs	https://doi.org/10.1016/j.ecolmodel.2011.12.025
Publication status	Published - 2012
MoE publication type	A1 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

Access to Document

10.1016/j.ecolmodel.2011.12.025

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",

}

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 -