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.
Les données de cette ressource ont été publiées en tant quEnsemble de Données (Data Package)
Cet IPT archive les données et sert donc de dépôt de données. Les données et métadonnées de la ressource sont disponibles pour téléchargement dans la section téléchargements. Le tableau des versions liste les autres versions de chaque ressource rendues disponibles de façon publique et permet de tracer les modifications apportées à la ressource au fil du temps.
Le tableau ci-dessous naffiche que les versions publiées de la ressource accessibles publiquement.
camera traps;
alien species;
Flanders;
Belgium;
Mammalia;
birds;
Lifewatch;
invasive alien species;
European observatory of wildlife;
Nationaal Park Hoge Kempen
| Nom |
CC-BY-4.0 |
| Portée |
media |
| 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 |
| 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] |
| Début / Début |
2017-05-08 / 2020-05-16 |
| 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 |
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