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.
The data in this resource has been published as a Data Package.
此 IPT 存放資料以提供資料儲存庫服務。資料與資源的詮釋資料可由「下載」單元下載。「版本」表格列出此資源的其它公開版本,以便利追蹤其隨時間的變更。
camera traps;
alien species;
Flanders;
Belgium;
Mammalia;
birds;
Lifewatch;
invasive alien species;
European observatory of wildlife;
Nationaal Park Hoge Kempen
| 座標 |
[[[5.556, 50.901], [5.702, 50.901], [5.702, 51.015], [5.556, 51.015], [5.556, 50.901]]] |
| Coordinate precision |
0.001 |
| 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] |
| Start / Start |
2017-05-08 / 2020-05-16 |
| 標題 |
NPHK - National Park Hoge Kempen |
| 說明 |
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 |
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