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

Camtrap DP
Version 2 Publié par Research Institute for Nature and Forest (INBO) le sept. 2, 2026
Date de publication:
2 septembre 2026
Licence:
CC0 1.0

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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.

Enregistrements de données

Les données de cette ressource ont été publiées en tant quEnsemble de Données (Data Package)

media
1627935
observations
120879
deployments
1414

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Versions

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Mots-clés

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

Contributeurs

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

Titre Agouti
Chemin https://www.agouti.eu
Courriel agouti@wur.nl
Version v4

Licences

Nom CC0-1.0
Portée data
Nom CC-BY-4.0
Portée media

Couverture géographique

Coordonnées [[[5.556, 50.901], [5.702, 50.901], [5.702, 51.015], [5.556, 51.015], [5.556, 50.901]]]
Précision des coordonnées 0,001

Couverture taxonomique

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

Couverture temporelle

Début / Début 2017-05-08 / 2020-05-16

Projet

Titre 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.
Chemin https://agouti.eu/explore/project/fed8eb80-9339-44ab-8801-de302be0357b
Sampling design systematicRandom
Méthode de capture [activityDetection, timeLapse]
Niveau dobservation [media, event]
Individual animal false

Références

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