Can Distance Sampling be Used to Estimate the Abundance of Mountain Ungulates? A Comparison of Distance Sampling and Double‐Observer Survey Methods

ABSTRACT Robust population surveys and monitoring of ungulates in mountainous areas are hindered by complex terrain and limited access to remote regions. Distance sampling, a widely used method for surveying ungulates in non‐mountainous habitats, faces challenges in such environments due to violations of key assumptions. In this study, we examine the assumptions underlying distance sampling and explore how they can be addressed in mountainous terrain. We then applied distance sampling to estimate the abundance of bharal ( Pseudois nayaur ) on the Tibetan Plateau and compared the results with estimates from the double‐observer survey method, which is commonly used for mountain ungulates. Both methods produced highly comparable estimates—2189 from distance sampling and 2038 from the double‐observer survey—approximately twice as high as the total count (963). Distance sampling yielded a wider confidence interval (95% CI: 1207–3972) than the double‐observer survey (95% CI: 1405–2670). We recommend using distance sampling when human resources are limited or when the closed population assumption is difficult to meet. Otherwise, the double‐observer method is preferable due to its narrower confidence intervals and greater ability to detect population changes.

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Publication Details

Journal
Integrative Conservation
Published
2025-09-01
DOI
https://doi.org/10.1002/inc3.70038
Citations
1
Primary Topic
Wildlife Ecology and Conservation
Type
article
Field-Weighted Citation Impact
1.72

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article

Can Distance Sampling be Used to Estimate the Abundance of Mountain Ungulates? A Comparison of Distance Sampling and Double‐Observer Survey Methods

Zhi Lü, Lingyun Xiao, Luca Corlatti, Byron Weckworth et al.
1 citations
Integrative Conservation
Wildlife Ecology and Conservation
1.72
article

Can Distance Sampling be Used to Estimate the Abundance of Mountain Ungulates? A Comparison of Distance Sampling and Double‐Observer Survey Methods

Zhi Lü, Lingyun Xiao, Luca Corlatti, Byron Weckworth, Yanlin Liu
article en
1 citations

Abstract

ABSTRACT Robust population surveys and monitoring of ungulates in mountainous areas are hindered by complex terrain and limited access to remote regions. Distance sampling, a widely used method for surveying ungulates in non‐mountainous habitats, faces challenges in such environments due to violations of key assumptions. In this study, we examine the assumptions underlying distance sampling and explore how they can be addressed in mountainous terrain. We then applied distance sampling to estimate the abundance of bharal ( Pseudois nayaur ) on the Tibetan Plateau and compared the results with estimates from the double‐observer survey method, which is commonly used for mountain ungulates. Both methods produced highly comparable estimates—2189 from distance sampling and 2038 from the double‐observer survey—approximately twice as high as the total count (963). Distance sampling yielded a wider confidence interval (95% CI: 1207–3972) than the double‐observer survey (95% CI: 1405–2670). We recommend using distance sampling when human resources are limited or when the closed population assumption is difficult to meet. Otherwise, the double‐observer method is preferable due to its narrower confidence intervals and greater ability to detect population changes.

Integrative ConservationVol. 4(3)
Panthera Corporation (US), University of Freiburg (DE), Peking University (CN), Qinghai Normal University (CN), University of Montana (US), Xi’an Jiaotong-Liverpool University (CN)
Conservation Leadership Programme, Panthera
Openalex Percentile: Top 14%
Wildlife Ecology and Conservation
1.72
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Can Distance Sampling be Used to Estimate the Abundance of Mountain Ungulates? A Comparison of Distance Sampling and Double‐Observer Survey Methods — Zhi Lü, Lingyun Xiao, et al. · Integrative Conservation (2025) | TGRS Research Map | TGRS