Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa

Abstract Wildlife population density estimates provide information on the number of individuals in an area and influence conservation management decisions. Thus, accuracy is vital. A dominant feature in many landscapes globally is fencing, yet the implications of fence permeability on density estima...

Full description

Bibliographic Details
Main Authors: Kathryn S. Williams, Samual T. Williams, Rebecca J. Welch, Courtney J. Marneweck, Gareth K. H. Mann, Ross T. Pitman, Gareth Whittington-Jones, Guy A. Balme, Daniel M. Parker, Russell A. Hill
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-77188-7
id doaj-a474d1e621a34b0cbe45d44887eb53e5
record_format Article
spelling doaj-a474d1e621a34b0cbe45d44887eb53e52021-01-17T12:35:29ZengNature Publishing GroupScientific Reports2045-23222021-01-0111111110.1038/s41598-020-77188-7Assumptions about fence permeability influence density estimates for brown hyaenas across South AfricaKathryn S. Williams0Samual T. Williams1Rebecca J. Welch2Courtney J. Marneweck3Gareth K. H. Mann4Ross T. Pitman5Gareth Whittington-Jones6Guy A. Balme7Daniel M. Parker8Russell A. Hill9Department of Anthropology, Durham UniversityDepartment of Anthropology, Durham UniversitySchool of Biology and Environmental Sciences, University of MpumalangaSchool of Biology and Environmental Sciences, University of MpumalangaPantheraPantheraPantheraPantheraSchool of Biology and Environmental Sciences, University of MpumalangaDepartment of Anthropology, Durham UniversityAbstract Wildlife population density estimates provide information on the number of individuals in an area and influence conservation management decisions. Thus, accuracy is vital. A dominant feature in many landscapes globally is fencing, yet the implications of fence permeability on density estimation using spatial capture-recapture modelling are seldom considered. We used camera trap data from 15 fenced reserves across South Africa to examine the density of brown hyaenas (Parahyaena brunnea). We estimated density and modelled its relationship with a suite of covariates when fenced reserve boundaries were assumed to be permeable or impermeable to hyaena movements. The best performing models were those that included only the influence of study site on both hyaena density and detection probability, regardless of assumptions of fence permeability. When fences were considered impermeable, densities ranged from 2.55 to 15.06 animals per 100 km2, but when fences were considered permeable, density estimates were on average 9.52 times lower (from 0.17 to 1.59 animals per 100 km2). Fence permeability should therefore be an essential consideration when estimating density, especially since density results can considerably influence wildlife management decisions. In the absence of strong evidence to the contrary, future studies in fenced areas should assume some degree of permeability in order to avoid overestimating population density.https://doi.org/10.1038/s41598-020-77188-7
collection DOAJ
language English
format Article
sources DOAJ
author Kathryn S. Williams
Samual T. Williams
Rebecca J. Welch
Courtney J. Marneweck
Gareth K. H. Mann
Ross T. Pitman
Gareth Whittington-Jones
Guy A. Balme
Daniel M. Parker
Russell A. Hill
spellingShingle Kathryn S. Williams
Samual T. Williams
Rebecca J. Welch
Courtney J. Marneweck
Gareth K. H. Mann
Ross T. Pitman
Gareth Whittington-Jones
Guy A. Balme
Daniel M. Parker
Russell A. Hill
Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa
Scientific Reports
author_facet Kathryn S. Williams
Samual T. Williams
Rebecca J. Welch
Courtney J. Marneweck
Gareth K. H. Mann
Ross T. Pitman
Gareth Whittington-Jones
Guy A. Balme
Daniel M. Parker
Russell A. Hill
author_sort Kathryn S. Williams
title Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa
title_short Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa
title_full Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa
title_fullStr Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa
title_full_unstemmed Assumptions about fence permeability influence density estimates for brown hyaenas across South Africa
title_sort assumptions about fence permeability influence density estimates for brown hyaenas across south africa
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-01-01
description Abstract Wildlife population density estimates provide information on the number of individuals in an area and influence conservation management decisions. Thus, accuracy is vital. A dominant feature in many landscapes globally is fencing, yet the implications of fence permeability on density estimation using spatial capture-recapture modelling are seldom considered. We used camera trap data from 15 fenced reserves across South Africa to examine the density of brown hyaenas (Parahyaena brunnea). We estimated density and modelled its relationship with a suite of covariates when fenced reserve boundaries were assumed to be permeable or impermeable to hyaena movements. The best performing models were those that included only the influence of study site on both hyaena density and detection probability, regardless of assumptions of fence permeability. When fences were considered impermeable, densities ranged from 2.55 to 15.06 animals per 100 km2, but when fences were considered permeable, density estimates were on average 9.52 times lower (from 0.17 to 1.59 animals per 100 km2). Fence permeability should therefore be an essential consideration when estimating density, especially since density results can considerably influence wildlife management decisions. In the absence of strong evidence to the contrary, future studies in fenced areas should assume some degree of permeability in order to avoid overestimating population density.
url https://doi.org/10.1038/s41598-020-77188-7
work_keys_str_mv AT kathrynswilliams assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT samualtwilliams assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT rebeccajwelch assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT courtneyjmarneweck assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT garethkhmann assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT rosstpitman assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT garethwhittingtonjones assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT guyabalme assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT danielmparker assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
AT russellahill assumptionsaboutfencepermeabilityinfluencedensityestimatesforbrownhyaenasacrosssouthafrica
_version_ 1724334630532808704