ArticleProceedings of the National Academy of Sciences of the United States of America2020
Imperfect transparency and camouflage in glass frogs.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
14 citing papers in PubMed, 41 citations in OpenAlex.
- Color change, background choice, and camouflage in a nocturnal treefrog: implications for circadian adaptation.Zoological research · 2026Article
- High Contrast Markings Can Negate the Benefits of Transparent Camouflage.Ecology and evolution · 2026Article
- Matching Multiple Backgrounds: Egg Camouflage Across Different Habitats in a Shorebird.Ecology and evolution · 2026Article
- Hidden white and black feather layers enhance plumage coloration in tanagers and other songbirds.Science advances · 2025Article
- Imperfections in transparency and mimicry do not increase predation risk for clearwing butterflies with educated predators.Ecology and evolution · 2024Article
- It's not easy being green: Comparing typical skin colouration among amphibians with colour abnormalities associated with chromatophore deficits.Ecology and evolution · 2024Article
- Chimera metasurface for multiterrain invisibility.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- What Amphibians Can Teach Us About the Evolution of Parental Care.Annual review of ecology, evolution, and systematics · 2023Article
- Multi-scale dissection of wing transparency in the clearwing butterflyJournal of the Royal Society, Interface · 2023Article
- Article
- Glassfrogs conceal blood in their liver to maintain transparency.Science (New York, N.Y.) · 2022Article
- Generalist camouflage can be more successful than microhabitat specialisation in natural environments.BMC ecology and evolution · 2021Article
- Variable crab camouflage patterns defeat search image formation.Communications biology · 2021Article
- Detectability of a poison frog and its Batesian mimic depends on body posture and viewing angle.Behavioral ecology : official journal of the International Society for Behavioral EcologyArticle
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 3 countries.
Funding
Abstract
Camouflage patterns prevent detection and/or recognition by matching the background, disrupting edges, or mimicking particular background features. In variable habitats, however, a single pattern cannot match all available sites all of the time, and efficacy may therefore be reduced. Active color change provides an alternative where coloration can be altered to match local conditions, but again efficacy may be limited by the speed of change and range of patterns available. Transparency, on the other hand, creates high-fidelity camouflage that changes instantaneously to match any substrate but is potentially compromised in terrestrial environments where image distortion may be more obvious than in water. Glass frogs are one example of terrestrial transparency and are well known for their transparent ventral skin through which their bones, intestines, and beating hearts can be seen. However, sparse dorsal pigmentation means that these frogs are better described as translucent. To investigate whether this imperfect transparency acts as camouflage, we used in situ behavioral trials, visual modeling, and laboratory psychophysics. We found that the perceived luminance of the frogs changed depending on the immediate background, lowering detectability and increasing survival when compared to opaque frogs. Moreover, this change was greatest for the legs, which surround the body at rest and create a diffuse transition from background to frog luminance rather than a sharp, highly salient edge. This passive change in luminance, without significant modification of hue, suggests a camouflage strategy, "edge diffusion," distinct from both transparency and active color change.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.