Environmental Data: Automated detection of invasive alien plants along...

Keywords:
ARTIFICIAL INTELLIGENCE
AUTOMATIC DETECTION
BIOLOGICAL INVASIONS
COMPUTER VISION
INVASIVE SPECIES
PLANTS
Keywords:
ARTIFICIAL INTELLIGENCE
AUTOMATIC DETECTION
BIOLOGICAL INVASIONS
COMPUTER VISION
INVASIVE SPECIES
PLANTS

Description

Transport infrastructure such as **highways** are important corridors for the spread of invasive species. In this project, an automated detection and mappi...

Citation

Nobis, M., Mayer, C., Ginzler, C., Timofte, R. (2020). Automated detection of invasive alien plants along highways. EnviDat. https://www.doi.org/10.16904/envidat.561.

Resources

  • Ailanthus_frame_min3_Pts_strips_v2024.html.zip

    Detected occurrences of Ailanthus altissima along highways on the Swiss Plateau. To reduce false-positives, only images in which the species was recognized in at least three of 16 image tiles are considered as occurrences (Fig. 38 in the report). Image coordinates of the middle and side strips can be displayed separately in the interactive map.

    Ailanthus_frame_min3_Pts_strips_v2024.html.zip
  • Ailanthus_maxF1_Pts_strips_v2024.html.zip

    Detected occurrences of Ailanthus altissima along highways on the Swiss Plateau. The number of image tiles in which the species was recognized is shown (Fig. 23 in the report). Image coordinates of the middle and side strips can be displayed separately in the interactive map.

    Ailanthus_maxF1_Pts_strips_v2024.html.zip
  • Senecio_frame_min3_Pts_strips_v2024.html.zip

    Detected occurrences of Senecio inaequidens along highways on the Swiss Plateau. To reduce false-positives, only images in which the species was recognized in at least three of 16 image tiles are considered as occurrences (Fig. 40 in the report). Image coordinates of the middle and side strips can be displayed separately in the interactive map.

    Senecio_frame_min3_Pts_strips_v2024.html.zip
  • Senecio_maxF1_Pts_strips_v2024.html.zip

    Detected occurrences of Senecio inaequidens along highways on the Swiss Plateau. The number of image tiles in which the species was recognized is shown (Fig. 25 in the report). Image coordinates of the middle and side strips can be displayed separately in the interactive map.

    Senecio_maxF1_Pts_strips_v2024.html.zip