Data from: Hunter-engaged monitoring of the Eurasian lynx during the reinforcement process
Data files
Nov 25, 2025 version files 373.73 KB
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edf_1823.csv
9.26 KB
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README.md
4.91 KB
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ss_1823.csv
102.88 KB
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tdf_1823.csv
256.68 KB
Abstract
Collaborative wildlife monitoring programs involving citizen scientists are an efficient approach for surveying large areas. In Europe, hunters play an important role in wildlife monitoring and act as crucial stakeholders in large carnivore conservation. The Eurasian lynx (Lynx lynx), an elusive felid, is a species of conservation concern in Europe. In Slovenia, the lynx was exterminated and later reintroduced in 1973, but the population has declined over the past decades. A reinforcement program was initiated in 2017, translocating lynx from the Carpathian population to improve the critically endangered status of the Dinaric population. The reinforcement was coupled with an intensive monitoring programme, involving local hunters as key participants. In this study, we show how the collaboration between wildlife managers, researchers, and hunters resulted in a robust assessment of the lynx population at a national level over five years. Questionnaires distributed to hunting clubs and chance observations were used to define the expected lynx distribution and guide the extent of systematic camera trapping surveys, involving between 63 and 101 hunters each year. In southern Slovenia, the core of the lynx population, lynx density doubled during the reinforcement period (from 0.66 to 1.30 lynx/100 km²). In north-western Slovenia, where a stepping-stone population in the Alps was established in 2021, the number of lynx increased to 7. Furthermore, all three translocated females reproduced, which represents the first confirmed lynx reproduction in the Slovenian Alps in over 150 years. We discuss the motivation behind the hunters’ contribution to the data collection process and the implications of this collaboration. We highlight the importance of maintaining the collaboration and their support for lynx conservation. This study serves as an example for large-scale collaborative monitoring of a recovering population undergoing intensive conservation measures with promising results, involving crucial stakeholders as citizen scientists.
This README file describes the provided dataset for the multi-session spatial capture-recapture (SCR) analyses for density and abundance estimation of the Dinaric Eurasian lynx population in Slovenia.
Description of the data and file structure
File name: tdf_1823.csv
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This dataset contains the information required to run the SCR models, accordingly to our paper. It includes the trap deployment data for survey seasons 2018-2019 to 2022-2023.
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Format(s): .csv
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Size(s): 265 KB
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Dimensions: 192 columns and 652 rows
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Variables:
trap_ID - a unique identifier for a camera trap station within a given survey year
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X - Longitude of the camera trap station in crs=3794, divided by 1000
and rounded to 1 decimal place due to sensitive biological information -
Y - Latitude of the camera trap station in crs=3794, divided by 1000 and rounded to 1 decimal place due to sensitive biological information
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1 - 185 Camera trap station operability (0 - not operative, 1 - operative) for occassion (camera trapping day) 1 to 185
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sep - separator column as required by oSCR package (Sutherland et al. 2019)
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location_type - type of camera trap station; lynx scent marking site (1), road (2) or other type (3)
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n_cameras - number of camera traps at a camera trap station
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session - survey season; 2018-2019 (1), 2019-2020 (2), 2020-2021 (3), 2021-2022 (4), 2022-2023 (5)
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Missing values - there are no missing values in this dataset
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This file needs to be transformed to list of 5 elements by session according to the requirements of the oSCR package (Sutherland et al. 2019) to run SCR models using the package. Methods of data collection/generation: see publication for details.
File name: edf_1823.csv
- This dataset contains the information required to run the SCR models, accordingly to our paper. It includes individual encounter histories per survey season (2018-2019 to 2022-2023), camera trap station and occasion. Information about lynx sex is included.
- Format(s): .csv
- Size(s): 9 KB
- Dimensions: 615 rows x 5 columns
- Variables:
- trap_ID - a unique identifier for a camera trap station within a given survey year, corresponding to "trap_ID" column in Trap deployment file, per survey season
- occasion_ID - an occasion (camera trapping day), corresponding to columns "1" to "185" in Trap deployment file, per survey season
- sex_ID - lynx sex; female (F), male (M), unknown (U)
- individual_ID - a unique identifier of an independent individual lynx
- session_ID - survey season; 2018-2019 (1), 2019-2020 (2), 2020-2021 (3), 2021-2022 (4), 2022-2023 (5)
- Missing values - there are no missing values in this dataset
- This file is the direct input to run SCR models using the oSCR package (Sutherland et al. 2019). Methods of data collection/generation: see publication for details.
File name: ss_1823.csv
- This dataset contains the information required to run the SCR models, accordingly to our paper. It includes the spatial definition of the state space for survey seasons 2018-2019 to 2022-2023.
- Format(s): .csv
- Size(s): 103 KB
- Dimensions: 3548 rows x 3 columns
- Variables:
- X - Longitude of the state space pixel centroid in crs=3794, divided by 1000
- Y - Latitude of the state space pixel centroid in crs=3794, divided by 1000
- session - survey season; 2018-2019 (1), 2019-2020 (2), 2020-2021 (3), 2021-2022 (4), 2022-2023 (5)
- Missing values - there are no missing values in this dataset
- This file needs to be transformed to list of 5 elements by session according to the requirements of the oSCR package (Sutherland et al. 2019) to run SCR models using the package. Methods of data collection/generation: see publication for details.
Contact Information
- Name: Urša Fležar
- Affiliations: Biotechnical Faculty, University of Ljubljana, Slovenia
- ORCID ID: https://orcid.org/0000-0001-5865-948X
- Email: ursaflezar@gmail.com, ursa.flezar@bf.uni-lj.si
Acknowledgements
- We obtained these data through LIFE program (project LIFE Lynx LIFE16 NAT/SI/000634), the Slovenian Ministry of Natural Resources and Spatial Planning and the Interreg Central Europe program (3Lynx project). We are grateful to all the local hunters, professional hunting wardens, protected-area rangers and other volunteers from Slovenia whose voluntary fieldwork generated the camera-trapping data used for this study.
Dates and Locations
- Dates of data collection: Data was collected with systematic camera trapping within 5 survey seasons between 2018 and 2023 (each season lasted from August one year to February the next year).
- Geographic locations of data collection: Slovenia, Europe (see publication and Figure 1 for more details).
