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Spatial confounding in Bayesian species distribution modeling

Year of publication

2022

Authors

Mäkinen, Jussi; Numminen, Elina; Niittynen, Pekka; Luoto, Miska; Vanhatalo, Jarno

Organizations and authors

University of Helsinki

Numminen Elina

Vanhatalo Jarno

Mäkinen Jussi

Luoto Miska

Niittynen Pekka

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal

Parent publication name

Volume

2022

Issue

11

Article number

e06183

ISSN

Publication forum

Publication forum level

2

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

Yes

License of the self-archived publication

CC BY

Other information

Fields of science

Ecology, evolutionary biology

Keywords

Autocorrelation; biotic interactions; estimation bias; Gaussian process; Inference; Prediction; PRIORS; RED HERRINGS; Regression; spatial confounding; spatial random effect; species distribution model

Publication country

United Kingdom

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1111/ecog.06183

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes