bioRxivEcologyPreprint
Rapid colour changes in a tiny threatened gecko do not impede computer-assisted individual recognition
Abstract
Photo-identification is a non-invasive method used for recognising wild animals with distinctive and stable patterns over time. This method is now widely used for capture-recapture wildlife monitoring. However, in species exhibiting rapid colouration changes, the evolving body patterns can lead to errors in individual recognition. In this study, we assessed the effect of dorsal physiological colour change of the tiny threatened European leaf-toed gecko (Euleptes europaea) on the performance of Wild-ID and Hotspotter, the two most commonly used individual recognition software for wildlife monitoring. We exposed 30 European leaf-toed geckos to several semi-controlled parameters (substrate type, temperature and light from natural diurnal/nocturnal cycles) in order to characterise the extent of variation in dorsal colouration, by standardised reflectance measurements. The colour of the substrate had a significant effect on individual reflectance changes. Body temperature also seemed to significantly affect the reflectance but the experimental conditions did not allow us to clearly distinguish the effect of temperature and light. For each of the 30 geckos, four photographic databases (n = 4*280) were then analysed by both software packages, under two extreme reflectance conditions. Despite the large changes in individual reflectance, Wild-ID and Hotspotter proved to be extremely reliable with a 100% recognition rate. The analysis of similarity scores suggests that Hotspotter is less sensitive to chromatic variation than Wild-ID. We provide here the first evidence that physiological colour change is not a barrier to computer-assisted individual recognition. This study advocates the use of Hotspotter for monitoring populations of European leaf-toed geckos and other saurians that generate significant colouration change over a short time.
- organism: E. coli
- assay: imaging
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: cell-cell communication
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Does colour impact attention towards 2D images in geckos?
N. Katlein, M. Ray, … Y. Chiari·bioRxiv·Feb 3, 2021
- Put the frog in water: simple methods for improving individual identification as demonstrated with the agile frog
Edina Nemesházi, Zsanett Mikó, … Veronika Bókony·PLoS ONEPeer-reviewed·Jan 30, 2026
- Capturing and analyzing pattern diversity: an example using the melanistic spotted patterns of leopard geckos
Tilmann Glimm, Maria A. Kiskowski, … Ylenia Chiari·PeerJPeer-reviewed·Sep 10, 2021
- On the role of melanistic coloration on thermoregulation in the crepuscular gecko Eublepharis macularius
B. T. Hastings, A. Melnyk, … Y. Chiari·bioRxiv·May 18, 2023
- A bird's-eye view: Evaluating drone imagery for the detection and monitoring of endangered and invasive day gecko species
- Quantifying colour difference in animals with variable patterning
T. Drackova, R. Smolinsky, … N. Martinkova·bioRxiv·Jan 15, 2020