Hierarchical Distance Sampling to Estimate Hornbill Densities in Cambodia

Authors
Affiliations

Nan NOURN

Michigan State University

Jackson FRECHETTE

Conservation International

Ratha SOR

Conservation International

Kimmammara KHIEV

Conservation International

Vanna CHEA

Conservation International

Dan KRAMER

Michigan State University

Published

June 30, 2025

Abstract

We explore hierarchical distance sampling (HDS) analyses to estimate native wildlife densities in Cambodia. Specifically, we leverage wildlife occurrence and distance data collected from line transects to estimate Great hornbill (GH) Buceros bicornis densities within Prey Lang Wildlife Sanctuary (PLWS) in central Cambodia. Conservation International-Cambodia (CI) and the Cambodia Ministry of Environment (MoE) collaboratively manage a landscape-wide REDD+ project within the protected area of Prey Lang Wildlife Sanctuary, located in central Cambodia. REDD+ programs require biodiversity monitoring assessments to determine the impact of carbon conservation measures and its impact on deforestation efforts to conserve native flora and fauna. In accordance to this PLWS REDD+ project, CI deployed a baseline assessment of transect line surveys to determine baseline population densities for key biodiversity species inhabiting PLWS. Specifically, our objectives were to explore how HDS methods utilizing environmental covariates such as GH group size, tree canopy height, and human influence, determined GH density estimates within PLWS. Ultimately, we provide the first robust density and population estimates for GH in Cambodia.

Keywords

Cambodia, Ecology, Horbill, Distance sampling

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