Camtrap DP
Data exchange format for camera trap data
Camera Trap Data Package (or Camtrap DP for short) is a community developed data exchange format for camera trap data. A Camtrap DP is a Frictionless Data Package that consists of:
File | Description |
---|---|
datapackage.json |
Metadata about the data package and camera trap project. |
deployments.csv |
Table with camera trap placements (deployments). |
media.csv |
Table with media files recorded during deployments. |
observations.csv |
Table with observations derived from the media files. |
Read our paper to learn more about Camtrap DP.
Example
See the example dataset.
Validation
To allow validation, the datapackage.json
of your dataset should reference the used version of Camtrap DP, both in profile
and the resources’ schema
:
{
"name": "...",
"profile": "https://raw.githubusercontent.com/tdwg/camtrap-dp/<version>/camtrap-dp-profile.json",
"resources": [
{
"name": "deployments",
"schema": "https://raw.githubusercontent.com/tdwg/camtrap-dp/<version>/deployments-table-schema.json"
},
{
"name": "media",
"schema": "https://raw.githubusercontent.com/tdwg/camtrap-dp/<version>/media-table-schema.json"
},
{
"name": "observations",
"schema": "https://raw.githubusercontent.com/tdwg/camtrap-dp/<version>/observations-table-schema.json"
}
]
}
You can validate your dataset against the specifications of Camtrap DP (and Frictionless Data Package) with:
pip install frictionless
frictionless validate path/to/your/datapackage.json
Implementations
- camtraptor: R package to read, explore and visualize Camtrap DP.
- Agouti: Data management platform, uses Camtrap DP as export format.
- TRAPPER: Data management platform, uses Camtrap DP as export format.
- Integrated Publishing Toolkit (IPT) (version 3.0): Online software tool to publish biodiversity datasets to the Global Biodiversity Information Facility (GBIF). See the November 2022 webinar for context and Reyserhove et al. (2023) for publication guidelines.
Contribute
Questions? Suggestions? Contribute to the development of Camtrap DP by watching the repository and participating in issue discussions.
Recommended citation
To cite Camtrap DP in general, use the preprint (bibtex):
Bubnicki JW, Norton B, Baskauf SJ, Bruce T, Cagnacci F, Casaer J, Churski M, Cromsigt JPGM, Farra SD, Fiderer C, Forrester TD, Hendry H, Heurich M, Hofmeester TR, Jansen PA, Kays R, Kuijper DPJ, Liefting Y, Linnell JDC, Luskin MS, Mann C, Milotic T, Newman P, Niedballa J, Oldoni D, Ossi F, Robertson T, Rovero F, Rowcliffe M, Seidenari L, Stachowicz I, Stowell D, Tobler MW, Wieczorek J, Zimmermann F, Desmet P (2023). Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data. Remote Sensing in Ecology and Conservation. https://doi.org/10.1002/rse2.374
To cite version 1.0 of Camtrap DP, use:
Desmet P, Bubnicki JW, Camtrap DP Development Team (2023). Camtrap DP (1.0). Biodiversity Information Standards (TDWG). https://doi.org/10.5281/zenodo.10068760
Camtrap DP is managed by the Machine Observations Interest Group of Biodiversity Information Standards (TDWG).