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SpotEgg: an image‐processing tool for automatised analysis of colouration and spottiness

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/ece3.1744openalex-snapshot
Unmanned Aircraft Systems complement biologging in spatial ecology studies
inferredcites →https://doi.org/10.1007/s00265-009-0811-9openalex-snapshot
Egg-spot pattern rather than egg colour affects conspecific egg rejection in the house sparrow (Passer domesticus)
inferredcites →https://doi.org/10.1007/s10336-013-0984-xopenalex-snapshot
Effects of geolocators on reproductive performance and annual return rates of a migratory songbird
inferredcites →https://doi.org/10.1007/s10336-014-1053-9openalex-snapshot
Visual scoring of eggshell patterns has poor repeatability
inferredcites →https://doi.org/10.1007/s10336-015-1278-2openalex-snapshot
Maternal influence on eggshell maculation: implications for cryptic camouflaged eggs
inferredcites →https://doi.org/10.1016/s0143-8166(01)00145-2openalex-snapshot
Multiple view geometry in computer vision
inferredcites →https://doi.org/10.1017/s1464793106007044openalex-snapshot
The evolution of egg colour and patterning in birds
inferredcites →https://doi.org/10.1038/ncomms5117openalex-snapshot
Pattern recognition algorithm reveals how birds evolve individual egg pattern signatures
inferredcites →https://doi.org/10.1080/00063657.2013.792779openalex-snapshot
Mixed clutches in Montagu's harrierCircus pygargusnests: a maladaptive brood parasitism by galliform birds
inferredcites →https://doi.org/10.1086/524958openalex-snapshot
Sexually Selected Egg Coloration in Spotless Starlings
inferredcites →https://doi.org/10.1086/687254openalex-snapshot
Escape Distance in Ground-Nesting Birds Differs with Individual Level of Camouflage
inferredcites →https://doi.org/10.1093/acprof:oso/9780199601776.001.0001openalex-snapshot
Sensory Ecology, Behaviour, and Evolution
inferredcites →https://doi.org/10.1093/auk/96.1.73openalex-snapshot
PRACTICAL METHODS OF ESTIMATING VOLUME AND FRESH WEIGHT OF BIRD EGGS
inferredcites →https://doi.org/10.1098/rspb.2000.1307openalex-snapshot
Inheritance and variation in eggshell patterning in the great tit Parus major
inferredcites →https://doi.org/10.1098/rspb.2008.0720openalex-snapshot
Egg colour mimicry in the common cuckooCuculus canorusas revealed by modelling host retinal function
inferredcites →https://doi.org/10.1098/rspb.2009.2018openalex-snapshot
Pattern mimicry of host eggs by the common cuckoo, as seen through a bird's eye
inferredcites →https://doi.org/10.1098/rspb.2012.2783openalex-snapshot
Fractal geometry of a complex plumage trait reveals bird's quality
inferredcites →https://doi.org/10.1111/2041-210x.12439openalex-snapshot
Image calibration and analysis toolbox – a free software suite for objectively measuring reflectance, colour and pattern
inferredcites →https://doi.org/10.1111/ibi.12177openalex-snapshot
A simple tool for calculating egg shape, volume and surface area from digital images
inferredcites →https://doi.org/10.1111/j.0908-8857.2007.03877.xopenalex-snapshot
Are eggshell spottiness and colour indicators of health and condition in blue tits Cyanistes caeruleus ?
inferredcites →https://doi.org/10.1111/j.1095-8312.2007.00725.xopenalex-snapshot
Using digital photography to study animal coloration
inferredcites →https://doi.org/10.1111/j.1095-8312.2010.01457.xopenalex-snapshot
Avian eggshell coloration: new perspectives on adaptive explanations
inferredcites →https://doi.org/10.1111/j.1365-2656.2008.01465.xopenalex-snapshot
Eggshell pigmentation pattern in relation to breeding performance of blue tits Cyanistes caeruleus
inferredcites →https://doi.org/10.1111/j.1420-9101.2006.01166.xopenalex-snapshot
Rapid increase in cuckoo egg matching in a recently parasitized reed warbler population
inferredcites →https://doi.org/10.1111/j.1600-048x.2011.05368.xopenalex-snapshot
Review: an embryo's eye view of avian eggshell pigmentation
inferredcites →https://doi.org/10.1111/j.1600-048x.2012.05576.xopenalex-snapshot
Avian eggshell pigments are not consistently correlated with colour measurements or egg constituents in two Turdus thrushes
inferredcites →https://doi.org/10.1111/j.1600-048x.2013.00236.xopenalex-snapshot
Eggshell spot scoring methods cannot be used as a reliable proxy to determine pigment quantity
inferredcites →https://doi.org/10.1111/jav.00495openalex-snapshot
An evaluation of different methods for assessing eggshell pigmentation and pigment concentration using great tit eggs
inferredcites →https://doi.org/10.1111/jav.00736openalex-snapshot
A trade‐off between overheating and camouflage on shorebird eggshell colouration
inferredcites →https://doi.org/10.1111/jofo.12079openalex-snapshot
A standardized method for quantifying eggshell spot patterns
inferredcites →https://doi.org/10.1126/science.156.3775.636openalex-snapshot
How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension
inferredcites →https://doi.org/10.1163/1568539x-00003008openalex-snapshot
Dual function of egg-covering in the Kentish plover Charadrius alexandrinus
inferredcites →https://doi.org/10.1242/jeb.091280openalex-snapshot
Experimental relationships between levels of corticosterone in plasma and feathers in a free-living bird
inferredcites →https://doi.org/10.1242/jeb.103291openalex-snapshot
Nesting behaviour influences species-specific gas exchange across avian eggshells
inferredcites →https://doi.org/10.1364/josaa.7.001124openalex-snapshot
Fractal image analysis: application to the topography of Oregon and synthetic images
inferredcites →https://doi.org/10.1371/journal.pone.0012054openalex-snapshot
Variability in Avian Eggshell Colour: A Comparative Study of Museum Eggshells
inferredcites →https://doi.org/10.1371/journal.pone.0080485openalex-snapshot
Eggshell Appearance Does Not Signal Maternal Corticosterone Exposure in Japanese Quail: An Experimental Study with Brown-Spotted Eggs
inferredcites →https://doi.org/10.1371/journal.pone.0136260openalex-snapshot
Use of Hyperspectral Imagery to Assess Cryptic Color Matching in Sargassum Associated Crabs
inferredcites →https://doi.org/10.1525/auk.2012.11090openalex-snapshot
Eggshell spotting does not predict male incubation but marks thinner areas of a shorebird's shells
inferredcites →https://doi.org/10.3184/175815511x13207790177958openalex-snapshot
Avian Vision and Egg Colouration: Concepts and Measurements

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/s10336-018-1616-2openalex-snapshot
The protoporphyrin content of Kentish Plover Charadrius alexandrinus eggshells is better predicted by the fractal dimension of spottiness than by colour
inferred← citeshttps://doi.org/10.1007/s10336-024-02162-3openalex-snapshot
All around the egg: consistency of spottiness and colouration across an avian eggshell
inferred← citeshttps://doi.org/10.1007/s12892-024-00268-xopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s13042-025-02762-2openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.anbehav.2026.123610openalex-snapshot
Effect of sibling competition on a carotenoid-based begging signal in a songbird
inferred← citeshttps://doi.org/10.1016/j.cbpb.2024.111032openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.chemosphere.2018.10.145openalex-snapshot
Exposure of black-necked grebes (Podiceps nigricollis) to metal pollution during the moulting period in the Odiel Marshes, Southwest Spain
inferred← citeshttps://doi.org/10.1016/j.jtherbio.2024.104005openalex-snapshot
Plastic use as nesting material can alter incubation temperature and behaviour but does not affect yellow-legged gull chicks
inferred← citeshttps://doi.org/10.1016/j.psj.2022.102283openalex-snapshot
Research progress on bird eggshell quality defects: a review
inferred← citeshttps://doi.org/10.1038/s41598-020-79040-4openalex-snapshot
Quantifying the functional disparity in pigment spot-background egg colour ICP-OES-based eggshell ionome at two extremes of avian embryonic development
inferred← citeshttps://doi.org/10.1086/701300openalex-snapshot
Animal Coloration Patterns: Linking Spatial Vision to Quantitative Analysis
inferred← citeshttps://doi.org/10.1093/aob/mcaf043openalex-snapshot
Machine learning and digital imaging for spatiotemporal monitoring of stress dynamics in the clonal plant Carpobrotus edulis: uncovering a functional mosaic
inferred← citeshttps://doi.org/10.1093/auk/ukaa054openalex-snapshot
Egg spottiness reflects female condition, physiological stress, and ornament expression in a common rallid species
inferred← citeshttps://doi.org/10.1093/cz/zoaa016openalex-snapshot
A comparison of animal color measurements using a commercially available digital color sensor and photograph analysis
inferred← citeshttps://doi.org/10.1093/ornithology/ukab049openalex-snapshot
Exceptional variation in the appearance of Common Murre eggs reveals their potential as identity signals
inferred← citeshttps://doi.org/10.1093/ornithology/ukac024openalex-snapshot
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inferred← citeshttps://doi.org/10.1098/rsbl.2017.0455openalex-snapshot
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inferred← citeshttps://doi.org/10.1098/rsos.181269openalex-snapshot
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inferred← citeshttps://doi.org/10.1098/rspb.2016.2446openalex-snapshot
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inferred← citeshttps://doi.org/10.1098/rspb.2020.1067openalex-snapshot
Testing the carotenoid-based sexual signalling mechanism by altering CYP2J19 gene expression and colour in a bird species
inferred← citeshttps://doi.org/10.1101/2025.04.08.647553openalex-snapshot
Sexual signal reliability in male zebra finches: food intake explains the impact of immune activation on carotenoid-based coloration
inferred← citeshttps://doi.org/10.1111/acv.70008openalex-snapshot
Effects of Anthropogenic Introduction of Substrates on Egg Camouflage and Nesting Success in Ground‐Nesting Birds
inferred← citeshttps://doi.org/10.1111/evo.14073openalex-snapshot
Testing the shared‐pathway hypothesis in the carotenoid‐based coloration of red crossbills
inferred← citeshttps://doi.org/10.1111/evo.14375openalex-snapshot
The evolution of egg colour and patterning in Australian songbirds
inferred← citeshttps://doi.org/10.1111/geb.13444openalex-snapshot
Ecogeographical patterns in owl plumage colouration: Climate and vegetation cover predict global colour variation
inferred← citeshttps://doi.org/10.1111/ibi.12708openalex-snapshot
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inferred← citeshttps://doi.org/10.1111/ibi.12739openalex-snapshot
Landscape‐mediated variation in diet is associated with egg size and maculation in a generalist forager
inferred← citeshttps://doi.org/10.1111/ibi.12983openalex-snapshot
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inferred← citeshttps://doi.org/10.1111/jzo.13156openalex-snapshot
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inferred← citeshttps://doi.org/10.1186/s40850-022-00150-9openalex-snapshot
Wild common crossbills produce redder body feathers when their wings are clipped
inferred← citeshttps://doi.org/10.1242/bio.042648openalex-snapshot
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inferred← citeshttps://doi.org/10.13157/arla.70.2.2023.ra2openalex-snapshot
No Evidence of Deliberate Egg Soiling in the Pied Avocet Recurvirostra avosetta to Improve Camouflage
inferred← citeshttps://doi.org/10.1371/journal.pone.0248021openalex-snapshot
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inferred← citeshttps://doi.org/10.1371/journal.pone.0321532openalex-snapshot
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inferred← citeshttps://doi.org/10.1371/journal.pone.0336122openalex-snapshot
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inferred← citeshttps://doi.org/10.6084/m9.figshare.20582745openalex-snapshot
Additional file 2 of Wild common crossbills produce redder body feathers when their wings are clipped
inferred← citeshttps://doi.org/10.7717/peerj.11725openalex-snapshot
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