Research Portal

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

Research output: Contribution to journal › Article › peer-review

Standard Standard

Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm. / Hallman, Tyler A; Robinson, W Douglas.
In: Landscape Ecology, Vol. 35, 02.04.2020, p. 1161-1174.

Research output: Contribution to journal › Article › peer-review

HarvardHarvard

Hallman, TA & Robinson, WD 2020, 'Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm', Landscape Ecology, vol. 35, pp. 1161-1174.

APA

Hallman, T. A., & Robinson, W. D. (2020). Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm. Landscape Ecology, 35, 1161-1174.

CBE

Hallman TA, Robinson WD. 2020. Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm. Landscape Ecology. 35:1161-1174.

MLA

Hallman, Tyler A and W Douglas Robinson. "Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm". Landscape Ecology. 2020, 35. 1161-1174.

VancouverVancouver

Hallman TA, Robinson WD. Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm. Landscape Ecology. 2020 Apr 2;35:1161-1174.

Author

Hallman, Tyler A ; Robinson, W Douglas. / Comparing multi-and single-scale species distribution and abundance models built with the boosted regression tree algorithm. In: Landscape Ecology. 2020 ; Vol. 35. pp. 1161-1174.

RIS

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

VL - 35

SP - 1161

EP - 1174

JO - Landscape Ecology

JF - Landscape Ecology

SN - 1572-9761

ER -