Marine Biodiversity and Ecosystem Functioning
EU Network of Excellence

 
Main Menu

· Home
· Contacts
· Data Systems
· Documents
· FAQ
· Links
· MarBEF Open Archive
· Network Description
· Outreach
· Photo Gallery
· Quality Assurance
· Register of Resources
· Research Projects
· Rules and Guidelines
· Training
· Wiki
· Worldconference

 

Register of Resources (RoR)

 People  |  Datasets  |  Literature  |  Institutes  |  Projects 

[ report an error in this record ]basket (0): add | show Print this page

Camtrap DP: An open standard for the FAIR exchange and archiving of camera trap data
Bubnicki, J.W.; Norton, B.; Baskauf, S.J.; Bruce, T.; Cagnacci, F.; Casaer, J.; Churski, M.; Cromsigt, J.P.G.M.; Dal Farra, S.; Fiderer, C.; Forrester, T.D.; Hendry, H.; Heurich, M.; Hofmeester, T.R.; Jansen, P.A.; Kays, R.; Kuijper, D.P.J.; Liefting, Y.; Linnell, J.D.C.; Luskin, M.S.; 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, M.W.; Wieczorek, J.; Zimmermann, F.; Desmet, P. (2023). Camtrap DP: An open standard for the FAIR exchange and archiving of camera trap data. EcoEvoRxiv 30 June. https://dx.doi.org/10.32942/X2BC8J
In: EcoEvoRxiv. Society for Open, Reliable, and Transparent Ecology and Evolutionary biology (SORTEE)..

Available in  Authors 
Document type: Preprint

Author keywords
    camera trap, data standard, interoperability

Authors  Top 
  • Bubnicki, J.W.
  • Norton, B.
  • Baskauf, S.J.
  • Bruce, T.
  • Cagnacci, F.
  • Casaer, J.
  • Churski, M.
  • Cromsigt, J.P.G.M.
  • Dal Farra, S.
  • Fiderer, C.
  • Forrester, T.D.
  • Hendry, H.
  • Heurich, M.
  • Hofmeester, T.R.
  • Jansen, P.A.
  • Kays, R.
  • Kuijper, D.P.J.
  • Liefting, Y.
  • Linnell, J.D.C.
  • Luskin, M.S.
  • 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, M.W.
  • Wieczorek, J.
  • Zimmermann, F.
  • Desmet, P.

Abstract
    Camera trapping has revolutionized wildlife ecology and conservation by providing automated data acquisition, leading to the accumulation of massive amounts of camera trap data worldwide. Although management and processing of camera trap-derived Big Data are becoming increasingly solvable with the help of scalable cyber-infrastructures, harmonization and exchange of the data remain limited, hindering its full potential. We present a new data exchange format, the Camera Trap Data Package (Camtrap DP), designed to allow users to easily exchange, harmonize and archive camera trap data at local to global scales. Camtrap DP structures camera trap data in a simple yet flexible data model consisting of three tables (Deployments, Media, and Observations) that supports a wide range of camera deployment designs, classification techniques (e.g., human and AI, media-based and event-based) and analytical use cases, from compiling species occurrence data through distribution, occupancy and activity modeling to density estimation. The format further achieves interoperability by building upon existing standards, Frictionless Data Package in particular, which is supported by a suite of open software tools to read and validate data. Camtrap DP is the consensus of a long, in-depth, consultation and outreach process with standard and software developers, the main existing camera trap data management platforms, major players in the field of camera trapping, and the Global Biodiversity Information Facility (GBIF). Under the umbrella of the Biodiversity Information Standards (TDWG), Camtrap DP has been developed openly, collaboratively, and with version control from the start and we encourage camera trapping users and developers to join the discussion and contribute to the further development and adoption of this standard.

All data in the Integrated Marine Information System (IMIS) is subject to the VLIZ privacy policy Top | Authors 


If any information here appears to be incorrect, please contact us
Back to Register of Resources
 
Quick links

MarBEF WIKI

Erasmus Mundus Master of Science in Marine Biodiversity and Conservation (EMBC)
Outreach

Science
Responsive Mode Programme (RMP) - Marie Nordstrom, copyright Aspden Rebecca

WoRMS
part of WoRMS logo

ERMS 2.0
Epinephelus marginatus Picture: JG Harmelin

EurOBIS

Geographic System

Datasets

 


Web site hosted and maintained by Flanders Marine Institute (VLIZ) - Contact data-at-marbef.org