Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm

Tyler A Hallman; W Douglas Robinson

Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm

Tyler A Hallman
, W Douglas Robinson

Marine Mammal Institute, Hatfield Marine Science Center, Oregon State University, Newport, Oregon

Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

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Species are influenced by factors operating at multiple scales, but multi-scale species distribution and abundance models are rarely used. Though multi-scale species distribution models outperform single-scale models, when compared through model selection, multi- and single-scale models built with computer learning algorithms have not been compared.

Iaith wreiddiol	Saesneg
Tudalennau (o-i)	1161-1174
Cyfnodolyn	Landscape Ecology
Cyfrol	35
Statws	Cyhoeddwyd - 2 Ebr 2020
Cyhoeddwyd yn allanol	Ie

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@article{05f379ac66e54cd49d8347627265fbbd,

title = "Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm",

abstract = "Species are influenced by factors operating at multiple scales, but multi-scale species distribution and abundance models are rarely used. Though multi-scale species distribution models outperform single-scale models, when compared through model selection, multi- and single-scale models built with computer learning algorithms have not been compared.",

author = "Hallman, \{Tyler A\} and Robinson, \{W Douglas\}",

year = "2020",

month = apr,

day = "2",

language = "English",

volume = "35",

pages = "1161--1174",

journal = "Landscape Ecology",

issn = "1572-9761",

publisher = "Springer Science and Business Media B.V.",

}

TY - JOUR

T1 - Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm

AU - Hallman, Tyler A

AU - Robinson, W Douglas

PY - 2020/4/2

Y1 - 2020/4/2

N2 - Species are influenced by factors operating at multiple scales, but multi-scale species distribution and abundance models are rarely used. Though multi-scale species distribution models outperform single-scale models, when compared through model selection, multi- and single-scale models built with computer learning algorithms have not been compared.

AB - Species are influenced by factors operating at multiple scales, but multi-scale species distribution and abundance models are rarely used. Though multi-scale species distribution models outperform single-scale models, when compared through model selection, multi- and single-scale models built with computer learning algorithms have not been compared.

M3 - Article

SN - 1572-9761

VL - 35

SP - 1161

EP - 1174

JO - Landscape Ecology

JF - Landscape Ecology

ER -

Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm

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