Wild pig responses to three intensive culling methods and implications for disease management
Data files
Sep 22, 2026 version files 130.44 MB
-
Koriakin_et_al_2026_Wild_Pig_Culling_Response_Data.csv
130.44 MB
-
README.md
2.41 KB
Abstract
Professional culling is frequently used in efforts to control wildlife diseases, but it can alter the movement behavior of targeted animals, especially in socially-structured wildlife species such as wild pigs (Sus scrofa). These responses could have unintended consequences on the spread of disease when trying to contain new outbreaks. African Swine Fever virus has been spreading throughout many regions of the world, causing uninfected countries (e.g., US and AU) to develop plans for quickly eliminating potential outbreaks. To understand how intensive culling impacts the movements of wild pigs, we used a before-after, control-impact (BACI) study design to compare six movement and contact responses of 122 GPS-collared wild pigs using three different culling methods (aerial operations, trapping, and an experimental toxic bait). Trapping and toxic baiting resulted in substantially greater movement compared with control animals, likely from intensive human disturbance and extensive baiting. We also observed increases in contact duration and number of unique contacts between wild pigs during trapping removals. In contrast, quick but intensive aerial operations stimulated minimal changes in movement, only resulting in reduced movement speed compared to controls. These results demonstrate that intensive culling using bait can induce changes in wild pig behaviors that may unintentionally increase disease transmission risk, potentially undermining management objectives. Conversely, aerial operations quickly reduced the wild pig population with minimal impact on behaviors, highlighting their potential as a primary tool for intensive disease management scenarios. Overall, our results indicate that intensive culling methods have varying, context-dependent effects on target species that should be considered in wildlife disease intervention to minimize unintended consequences.
[https://doi.org/10.5061/dryad.k3j9kd5rv] (DOI: 10.5061/dryad.k3j9kd5rv)
Overview
Dataset labeled Koriakin_et_al_2026_Wild_Pig_Culling_Response_Data.csv contains wild pig location data collected from December 2022 through July 2023 as part of a before-after, control-impact (BACI) study. The study was designed to assess changes in wild pig movement and contact behavior in response to three intensive culling methods (i.e., aerial gunning, toxic baiting, and trapping), relative to control animals. Location records are classified by BACI grouping (grp), treatment designation (trt), and culling period (period).
File Structure
The CSV file contains a single sheet:
1. Data_for_repository
- Rows: Location fixes for individual pig
- Columns:
- \
animalid: Unique pig ID - \
data_from: Source of the data - \
sex: Sex of the animal - \
datetime: Date and time of location fix - \
grp: Analysis-specific BACI grouping variable for wild pigs - \
trt: Culling treatment or control designation for BACI groupings - \
period: Culling period for BACI analyses - \
x: Anonymized planar X coordinate - \
y: Anonymized planar Y coordinate
- \
Units and interpretation keys
- \
animalid: Unique pig ID - \
data_from: Coded ascollar_downloadorsatellitewherecollar_downloadindicates data retrieved directly from collars in the field andsatelliteindicates data downloaded remotely when collars could not be retrieved from the field. - \
sex: Coded asmaleorfemale - \
datetime: Date and time in UTC - \
grp:Groupings were defined separately for each analysis because culling treatment periods and corresponding control animals differed among analyses: aerial models =aer_ctrl; toxicant models =tox_ctrl; trapping models =trap_ctrl - \
trt: coded asaer= aerial culling,tox= toxicant treatment,trap= trapping, andctrl= control. period: Culling period for BACI analyses; coded asbefore,during, orafter.- \
x: Meters; preserves relative distances and movement metrics but does not represent true geographic location - \
y: Meters; preserves relative distances and movement metrics but does not represent true geographic location
