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V_rodents_cameratraps_image_classification_lemming_blocks

Classification of images taken by small mammal cameras on the Varanger peninsula. The dataset contains data on presence or absence of small mammal species (Birds, Voles, Lemmings, Shrews, Least weasels and Stoats). The images were classified automatically and in addition to the data files, there is a file describing the machine learning model and files with information about the quality of the automatic classifications for each year.

The dataset includes six different types of files and all data files are saved as ;-separated txt-files:

  • One data file per year and locality (locality_YEAR.txt)
  • One coordinate file with coordinates of all sites (_coordinates.txt)
  • One auxiliary file with information about which sites are included in the study design (_aux.txt)
  • One readme file with additional information (_readme.pdf)
  • One file with a description of the machine learnomg model used for automatic classfication (_small_mammal_classification_model_v2021_summary.pdf)
  • One file per year with information about the quality of the automatic classifications (_quality_check_YEAR.pdf)

Image metadata is available in the dataset 'V_rodents_cameratraps_image_metadata_lemming_blocks'. Manual classification of all images from 2015 to 2018 is available in the dataset 'V_rodents_cameratraps_manual_image_classification_lemming_blocks'. Information recorded during the annual camera check is available in the dataset 'V_rodents_cameratraps_annual_metadata_lemming_blocks'.

The data is not publicly available yet.

Data and Resources

Additional Info

Field Value
DOI 10.48425/0011571
Version 1
Visibility Public
Topic Category Code Biota
Embargo end date
Contact Person Eeva Marjatta Soininen
Email Address eeva.soininen@uit.no
Title of Position Researcher
Organization Name UiT - The Arctic University of Norway
Associated Parties
    Persons Rolf Anker Ims, Eivind Flittie Kleiven
    Temporal Extent - start date 2015-07-01
    Temporal Extent - end date 2020-07-31
    Geographic Location
    • Varanger
    • Varanger - Varjjatnjarga
    • Varanger - Varjjatnjarga - Komagdalen
    • Varanger - Varjjatnjarga - Komagdalen - Gargas
    • Varanger - Varjjatnjarga - Komagdalen - Hubejohka
    • Varanger - Varjjatnjarga - Komagdalen - Kjoltindan
    • Varanger - Varjjatnjarga - Komagdalen - Ryggfjellet
    • Varanger - Varjjatnjarga - Vestre Jakobselv
    • Varanger - Varjjatnjarga - Vestre Jakobselv - Gaasevannan
    • Varanger - Varjjatnjarga - Vestre Jakobselv - Jakobselv
    • Varanger - Varjjatnjarga - Vestre Jakobselv - Reinhaugen
    • Varanger - Varjjatnjarga - Vestre Jakobselv - Skoarrajohka
    • Varanger - Varjjatnjarga - Vestre Jakobselv - Tranemyra
    Scientific Name
    • Cricetidae - Lemmus lemmus (norwegian lemming/lemen)
    • Cricetidae - Microtus oeconomus (tundra vole/fjellmarkmus alt fjellrotte)
    • Cricetidae - Myodes rufocanus (grey-sided vole/gråsidemus)
    • Cricetidae - Myodes rutilus (northern red-backed vole/rødmus)
    • Mustelidae - Mustela erminea (stoat/røyskatt)
    • Mustelidae - Mustela nivalis (least weasel/snømus)
    • Soricidae - Sorex sp
    Resource Citation eeva.soininen@uit.no et al., 2022, v_rodents_cameratraps_image_classification_lemming_blocks_v1: COAT project data. Available online: https://data.coat.no/dataset/v_rodents_cameratraps_image_classification_lemming_blocks_v1
    Associated Scripts
    Associated study protocol protocol_camera_trapping_small_mammals_varanger_v1
    Bibliographic citation
    Funding Source Fram Centre, The Research Council of Norway, UiT - The Arctic University of Norway
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