NPHK1 - Systematic random camera trap observations in National Park Hoge Kempen (Belgium)

Camtrap DP
Version 2 published by Research Institute for Nature and Forest (INBO) on Sep 2, 2026
Publication date:
September 2, 2026
License:
CC0 1.0

Download the latest version of this resource data as a Data Package or the resource metadata:

Data Package download (68 MB)
Metadata file download (25 KB)

Description

NPHK1 - Systematic random camera trap observations in National Park Hoge Kempen (Belgium) is a dataset published by the Research Institute for Nature and Forest (INBO). It contains camera trap data primarily collected to monitor the interaction between human activities (e.g. recreation, hunting) and the population dynamics, as well as geographical and temporal distribution of small and medium-sized mammals (and birds) in the National Park Hoge Kempen (NPHK). Observations of this dataset span a monitoring period of three years, i.e. May 2017 until May 2020. The data were collected through close colloration with Hasselt University. Most of the fieldwork and annotations were done by staff and students of Hasselt University. We used a systematic-random sampling design. We divided the NPHK into 40 compartments of approximately 1.5 km², and superimposed a grid of 300 m x 300 m on these compartments. Each month, we randomly selected one grid cell within each of the 40 compartments, and used their midpoints as the sampling locations to set up a single camera trap (Reconyx HC600 Hyperfire) at the nearest tree. We did not use bait nor did we select for trails. We placed camera traps on a height of 50 cm facing north without altering the surroundings, unless some vegetation was directly in front of the camera. Cameras were set up to the fastest trigger speed for a burst of ten pictures without delay between triggers and with time-lapse pictures every 12 hours to control for malfunction. We deployed camera traps for three consecutive weeks and relocated them in the fourth week, which resulted in 13 deployments per year. For further descriptions of the study site and sampling protocol see (Wevers et al. 2020) and (Indestege et al. 2025). Images from the camera traps were uploaded to Agouti for data annotation. Issues with the dataset can be reported at https://github.com/inbo/camera-trap-datasets/issues. We have released this dataset to the public domain under a Creative Commons Zero waiver. We kindly ask users to follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata or via opendata@inbo.be. Researchers can request more detailed geographic coordinates of the camera trap locations by contacting jim.casaer@inbo.be or natalie.beenaerts@uhasselt.be This dataset was collected using infrastructure managed by INBO and funded by the Research Foundation – Flanders (FWO) as part of Belgium’s contribution to LifeWatch.

Data Records

The data in this resource has been published as a Data Package.

media
1627935
observations
120879
deployments
1414

This IPT archives the data and thus serves as the data repository. The data and resource metadata are available for download in the downloads section. The versions table lists other versions of the resource that have been made publicly available and allows tracking changes made to the resource over time.

Versions

The table below shows only published versions of the resource that are publicly accessible.

Keywords

camera traps; alien species; Flanders; Belgium; Mammalia; birds; Lifewatch; invasive alien species; European observatory of wildlife; Nationaal Park Hoge Kempen

Contributors

Jim Casaer
principalInvestigator
Research Institute for Nature and Forest (INBO)
Jolien Wevers
Martijn Bollen
contributor
Research Institute for Nature and Forest (INBO)
Peter Desmet
contributor
Research Institute for Nature and Forest (INBO)
Sanne Govaert
contributor
Research Institute for Nature and Forest (INBO)
Tanja Milotic
contributor
Research Institute for Nature and Forest (INBO)
Siebe Indestege
Wim Kuypers
Imke Tomsin
Natalie Beenaerts
principalInvestigator
CMK, Hasselt University
Research Institute for Nature and Forest (INBO)
rightsHolder

Sources

Title Agouti
Path https://www.agouti.eu
Email agouti@wur.nl
Version v4

Licenses

Name CC0-1.0
Scope data
Name CC-BY-4.0
Scope media

Geographic Scope

Coordinates [[[5.556, 50.901], [5.702, 50.901], [5.702, 51.015], [5.556, 51.015], [5.556, 50.901]]]
Coordinate precision 0.001

Taxonomic Scope

Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/679X7
Scientific name Anser anser
Taxon rank species
Vernacular names Greylag goose [eng], Grauwe gans [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/FRJJ
Scientific name Apodemus sylvaticus
Taxon rank species
Vernacular names Wood mouse [eng], Bosmuis [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/V2
Scientific name Aves
Taxon rank class
Vernacular names Bird sp. [eng], Vogel [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/MLQ5
Scientific name Bos taurus
Taxon rank species
Vernacular names Cattle [eng], Koe [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/NYV7
Scientific name Buteo buteo
Taxon rank species
Vernacular names Common buzzard [eng], Buizerd [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/5G6ZJ
Scientific name Canis lupus familiaris
Taxon rank subspecies
Vernacular names Dog [eng], Hond [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/QSF3
Scientific name Capreolus capreolus
Taxon rank species
Vernacular names Roe deer [eng], Ree [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/69N9M
Scientific name Certhia brachydactyla
Taxon rank species
Vernacular names Short-toed treecreeper [eng], Boomkruiper [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/XBGG
Scientific name Columba palumbus
Taxon rank species
Vernacular names Common wood pigeon [eng], Houtduif [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/YNHJ
Scientific name Corvus corone
Taxon rank species
Vernacular names Carrion crow [eng], Zwarte kraai [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/32NH2
Scientific name Cyanistes caeruleus
Taxon rank species
Vernacular names Eurasian blue tit [eng], Pimpelmees [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/342N9
Scientific name Dama dama
Taxon rank species
Vernacular names Fallow deer [eng], Damhert [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6CJDB
Scientific name Dendrocopos major
Taxon rank species
Vernacular names Great spotted woodpecker [eng], Grote bonte specht [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/37VCZ
Scientific name Dryocopus martius
Taxon rank species
Vernacular names Black woodpecker [eng], Zwarte specht [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/7TKMV
Scientific name Equus asinus
Taxon rank species
Vernacular names Domestic donkey [eng], Ezel [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6FYBT
Scientific name Equus caballus
Taxon rank species
Vernacular names Horse [eng], Paard [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/3B2C2
Scientific name Erinaceus europaeus
Taxon rank species
Vernacular names European hedgehog [eng], Egel [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6H2XM
Scientific name Erithacus rubecula
Taxon rank species
Vernacular names European robin [eng], Roodborst [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/3DXV3
Scientific name Felis catus
Taxon rank species
Vernacular names Domestic cat [eng], Kat [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6JPSJ
Scientific name Fringilla coelebs
Taxon rank species
Vernacular names Common chaffinch [eng], Vink [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6JYHZ
Scientific name Garrulus glandarius
Taxon rank species
Vernacular names Eurasian jay [eng], Gaai [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6MB3T
Scientific name Homo sapiens
Taxon rank species
Vernacular names Human [eng], Mens [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/BX2
Scientific name Leporidae
Taxon rank family
Vernacular names Rabbits and hares [eng], Hazen en konijnen [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/6PPYF
Scientific name Lepus europaeus
Taxon rank species
Vernacular names European hare [eng], Haas [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/5LMD
Scientific name Martes
Taxon rank genus
Vernacular names Martens [eng], Marters [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/3Y9VW
Scientific name Martes foina
Taxon rank species
Vernacular names Beech marten [eng], Steenmarter [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/3Y9W2
Scientific name Martes martes
Taxon rank species
Vernacular names European pine marten [eng], Boommarter [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/3ZDRX
Scientific name Meles meles
Taxon rank species
Vernacular names European badger [eng], Das [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/43996
Scientific name Microtus arvalis
Taxon rank species
Vernacular names Common vole [eng], Veldmuis [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/44G99
Scientific name Motacilla alba
Taxon rank species
Vernacular names White wagtail [eng], Witte kwikstaart [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/624PH
Scientific name Muridae
Taxon rank family
Vernacular names Murids [eng], Muisachtigen [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/44QY4
Scientific name Mustela nivalis
Taxon rank species
Vernacular names Least weasel [eng], Wezel [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/44QYC
Scientific name Mustela putorius
Taxon rank species
Vernacular names European polecat [eng], Bunzing [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/CZT
Scientific name Mustelidae
Taxon rank family
Vernacular names Mustelids [eng], Marterachtigen [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/74ZBP
Scientific name Oryctolagus cuniculus
Taxon rank species
Vernacular names European rabbit [eng], Europees konijn [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/4B9VF
Scientific name Ovis aries
Taxon rank species
Vernacular names Domestic sheep [eng], Schaap [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/75SVV
Scientific name Parus major
Taxon rank species
Vernacular names Great tit [eng], Koolmees [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/4DXXM
Scientific name Passer domesticus
Taxon rank species
Vernacular names House sparrow [eng], Huismus [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/4FWMN
Scientific name Phasianus colchicus
Taxon rank species
Vernacular names Common pheasant [eng], Fazant [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/4RM67
Scientific name Rattus norvegicus
Taxon rank species
Vernacular names Brown rat [eng], Bruine rat [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/3Z5
Scientific name Rodentia
Taxon rank order
Vernacular names Rodents [eng], Knaagdieren [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/79Y2K
Scientific name Sciurus vulgaris
Taxon rank species
Vernacular names Red squirrel [eng], Rode eekhoorn [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/4VS4Z
Scientific name Scolopax rusticola
Taxon rank species
Vernacular names Eurasian woodcock [eng], Houtsnip [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/532G9
Scientific name Strix aluco
Taxon rank species
Vernacular names Tawny owl [eng], Bosuil [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/5384V
Scientific name Sturnus vulgaris
Taxon rank species
Vernacular names Common starling [eng], Spreeuw [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/53HGR
Scientific name Sus scrofa
Taxon rank species
Vernacular names Wild boar [eng], Everzwijn [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/59PLT
Scientific name Turdus iliacus
Taxon rank species
Vernacular names Redwing [eng], Koperwiek [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/7CYVX
Scientific name Turdus merula
Taxon rank species
Vernacular names Common blackbird [eng], Merel [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/59PMR
Scientific name Turdus philomelos
Taxon rank species
Vernacular names Song thrush [eng], Zanglijster [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/59PMS
Scientific name Turdus pilaris
Taxon rank species
Vernacular names Fieldfare [eng], Kramsvogel [nld]
Taxon id https://www.checklistbank.org/dataset/COL2023/taxon/5BSG3
Scientific name Vulpes vulpes
Taxon rank species
Vernacular names Red fox [eng], Vos [nld]

Temporal Scope

Start / Start 2017-05-08 / 2020-05-16

Project

Title NPHK - National Park Hoge Kempen
Description Wildlife camera traps are placed in the National Park Hoge Kempen, corresponding to the former perimeter (till 2020). It represents an urbanised protected area of about 60km2 (or 6,000ha) located in the Province of Limburg in the East of Belgium.
Path https://agouti.eu/explore/project/fed8eb80-9339-44ab-8801-de302be0357b
Sampling design systematicRandom
Capture method [activityDetection, timeLapse]
Observation level [media, event]
Individual animal false

References

Wevers J, Fattebert J, Casaer J, Artois T, and Beenaerts N (2020). Trading fear for food in the Anthropocene: How ungulates cope with human disturbance in a multi-use, suburban ecosystem. Science of the Total Environment 740: 140369. https://doi.org/10.1016/j.scitotenv.2020.140369, Indestege S, Bollen M, Casaer J, and Beenaerts N (2025). Do long-term camera trap sampling designs matter to estimate diel activity? European Journal Of Wildlife Research 71:132. https://doi.org/10.1007/s10344-025-02013-3