Treefrog lateral line as a mean of individual identification through visual and software assisted methodologies

Mi Yeon Kim, Amaël Borzée, Jun Young Kim, Yikweon Jang

Research output: Contribution to journalArticlepeer-review

6 Scopus citations


Background: Ecological research often requires monitoring of a specific individual over an extended period of time. To enable non-invasive re-identification, consistent external marking is required. Treefrogs possess lateral lines for crypticity. While these patterns decrease predator detection, they also are individual specific patterns. In this study, we tested the use of lateral lines in captive and wild populations of Dryophytes japonicus as natural markers for individual identification. For the purpose of the study, the results of visual and software assisted identifications were compared. Results: In normalized laboratory conditions, a visual individual identification method resulted in a 0.00 rate of false-negative identification (RFNI) and a 0.0068 rate of false-positive identification (RFPI), whereas Wild-ID resulted in RFNI = 0.25 and RFNI = 0.00. In the wild, female and male data sets were tested. For both data sets, visual identification resulted in RFNI and RFPI of 0.00, whereas the RFNI was 1.0 and RFPI was 0.00 with Wild-ID. Wild-ID did not perform as well as visual identification methods and had low scores for matching photographs. The matching scores were significantly correlated with the continuity of the type of camera used in the field. Conclusions: We provide clear methodological guidelines for photographic identification of D. japonicus using their lateral lines. We also recommend the use of Wild-ID as a supplemental tool rather the principal identification method when analyzing large datasets.

Original languageEnglish
Article number42
JournalJournal of Ecology and Environment
Issue number1
StatePublished - 19 Dec 2017

Bibliographical note

Funding Information:
This work was supported financially by a grant from Rural Development Administration (PJ012285) to YJ.

Publisher Copyright:
© 2017 The Author(s).


  • Lateral lines
  • Photographic individual identification
  • Software assisted identification
  • Treefrog
  • Visual identification
  • Wild-ID


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