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PLOS One logoLink to PLOS One
. 2023 Feb 24;18(2):e0280819. doi: 10.1371/journal.pone.0280819

Annual molt period and seasonal color variation in the Eared Dove´s crown

Diego J Valdez 1,2,*, Santiago M Benitez-Vieyra 3
Editor: Matthew Shawkey4
PMCID: PMC9955656  PMID: 36827341

Abstract

Molting is an important process in which old and worn feathers are exchanged for new ones. Plumage color is determined by pigments such as carotenes, melanin and by the ultrastructure of the feather. The importance of plumage coloration has been widely studied in different groups of birds, generally at a particular time of the year. However, plumage coloration is not static and few studies have addressed the change in plumage color over time and its relationship to reproductive tasks. The Eared Dove (Zenaida auriculata, Des Murs, 1847) has a melanistic coloration with sexual dichromatism in different body regions. The Eared Dove´s crown is the most exposed body region during the bowing display. Our objective was therefore to accurately determine the molting period of the crown feathers and study the seasonal variation in their coloration in females and males. Our findings indicate a molting period of 6 months (January to June). The new feathers are undergoing changes in their coloration from July to December. During that period we apply an avian vision model then enabled us to reveal a seasonal variation in the coloration of the crown feathers in both sexes, as given by a change in the chromatic distances. The highest values in the chromatic distances towards the reproductive period are given by a change in the UV-violet component of the spectrum, indicating changes in the microstructure of the feather. This change in crown coloration towards the breeding season could be linked to reproductive behaviors.

Introduction

Molt is a key physiological process in the life history of birds, in which old and worn feathers are replaced by new ones [1, 2]. Bird plumage coloration is determined by different pigments such as carotenes, melanins and psittacofulvins, or by the ultra-structure of the feather, which generates the structural colors [2, 3]. Plumage coloration has been linked to intra- and inter-specific communication processes, serving as an indicator of the “quality” of the individual for the purpose of attracting the opposite sex, as a signal to defend territory, or as camouflage [4]. Most objective studies on bird coloration focus on a particular time of the year, usually the breeding period. However, plumage coloration is not static and changes over time. Once the molt is complete, the coloration of the feathers can change throughout the year due to various factors, both biotic (bacterial activity and ectoparasites) and abiotic (mechanical abrasion, dust and fat accumulation, solar irradiation, etc.) [59]. Variations in plumage coloration throughout the year could affect several aspects of a bird’s life history both during non-breeding and breeding seasons (competition for food resources, male and female survival, mate choice, intra-sex competition, nesting sites, etc.). Several studies (mainly carried out on passerine species) have addressed seasonal variations in plumage coloration [6, 1013]. Depending on the type of coloration (melanic, carotenic or structural coloration) a bird has, the pattern of color change throughout the year may differ according to the species [13].

In this context, the Eared Dove (Zenaida auriculata, Des Murs, 1847) is an opportunistic species of columbiform native to South America [14] that has a melanistic coloration type with slightly pinkish tones on the chest and belly, is gray on the back and has black spots on the face and wings [15]. Sexual dichromatism in the Eared Dove occurs in different body regions, being more evident in the crown [16], where males have around 20% more reflectance than females, with a noticeable difference in the UV region of the spectrum [16]. This is a very interesting finding since the crown is the body region most exposed during courtship [17]. The Eared Dove presents the typical bowing display common to most doves and pigeons, the male chasing the female with inflated neck and head down, thus exposing the crown, and the typical coo vocalization [17].

Although the sexual dichromatism of the Eared Dove has been addressed in detail, the studies were carried out at a specific time of the year and registered only the molting period of the primary remiges (the only molting data available at the time) [14, 16]. However, the molting period of the primary remiges is not necessarily the same as for the rest of the body, especially in the case of crown feathers.

The objective of the present study was therefore to follow the molting period of crown feathers in female and male Eared Dove and determine whether there is any seasonal variation in the coloration of these feathers that is perceptible by birds.

Materials and methods

Permits

The study meets Argentine legal requirements, was carried out in strict accordance with the Guidelines for Ethical Research on Laboratory and Farm Animals and Wildlife Species and had the prior approval of the ethics committee of CONICET (Resolution No. 1047 ANNEX II, 2005). The necessary permits to capture specimens of Eared Dove were provided by the Ministerio de Agua, Ambiente y Servicios Públicos de la Provincia de Córdoba, Argentina, through the Secretaria de Ambiente y Cambio Climático.

This work was carried out within the framework of a broader research where we studied the seasonal variation of sex hormones, gonadal size, and gonadal activity [18]. Bird sexing was performed by gonadal inspection [18].

Molting period

All doves were captured monthly within the grounds of the Córdoba Zoo in Córdoba, Argentina (31° 25’ 31.79" S 64° 10’ 29.92" W) between March 2016 and March 2017 using a passive trap baited with commercial food for cage birds [19]. The molting period for crown feathers was determined in adult female and male Eared Doves. The crown of each dove was carefully observed under a magnifying glass to detect signs of the molting process (Fig 1A and 1B). For each bird we quantified the monthly number of molting feathers according to Rohwer and Manning (1990) [20], with molt scores as follow: 0 = no active molt, 1 = one to two growing feathers, 2 = three to four growing feathers, 3 = five to six growing feathers, 4 = seven to eight growing feathers, 5 = nine to ten growing feathers and 6 = more than ten growing feathers.

Fig 1. Molting period of the crown in the Eared Dove.

Fig 1

a) Molting process of crown feathers in the Eared Dove. b) Molting period in both sexes of the Eared Dove and molt scores in each month, * indicates 1 bird, (n) Number of doves in each month c) On the left, graphic representation of the area (dotted line rectangle) of the crown where the number of feathers in females and males was measured. The dark dot in the center of the crown indicates where the spectrophotometric data was recorded. On the right, the mean number of feathers in ½ cm2 of crown at two different times, winter (July) and spring (December), in both sexes. Data are expressed as mean ± SE and no significant differences were observed.

Mean number of feathers in the crown

In order to corroborate the absence of seasonal variation in the amount of feathers in the crown of both sexes, which could affect the spectrophotometric determination, the mean number of feathers in 1/2 cm2 (which represents approximately 80% of the crown area) of crown area in females and males was determined at two different times of the year (Fig 1C); the first immediately after the molt, during the winter (July), and the second before the beginning of the molting period, i.e. at the end of spring (December). For this we use the same magnifying glass that we use to detect molting processes.

Seasonal crown color variation

The reflectance data of the crown´s feathers for each dove were obtained during the months in which no molt was observed with an Ocean Optics USB4000 spectrophotometer equipped with a halogen and deuterium light source (830 Douglas Ave., Dunedin, FL, USA 34698), both connected to the sensor by a bifurcated fiberoptic cable. The plumage was illuminated and reflected light collected at 45° to the surface of the feather; each spectrum was the average of three readings. Reflectance data were recorded using SpectraSuite software (Ocean Optics,Inc.) and processed with the pavo R package [21]. The spectral analysis and avian visual model were carried out according to Valdez and Benitez-Vieyra (2016)- open access paper [16].

Statistical analyses

We evaluated the average number of crown feathers at two different times (winter and spring) in both females and males with a t-test; the level of significance was ≤ 0.05. We then examined the mean (±2SE) reflectance spectra of females and males throughout the year to determine the presence of overlapping regions between months. Subsequently, we calculated all pairwise chromatic and achromatic distances (measured in JNDs) among months in females and males. For both sexes we tested whether between-month differences were greater than within-month differences using a permutational multivariate analysis of variance PERMANOVA [22], as implemented in the Adonis function of the vegan R package [23]. We then obtained bootstrap confidence intervals for the geometric means of pairwise distances between months [24] using the bootcoldist function of the pavo R package [21] with 10000 bootstrap replicates. We considered two months to be significantly different when the lower bond of the 95% confidence interval was higher than 1 JND, as this value corresponds to the discrimination limit under ideal illumination conditions [25].

All the figures were assembled with the Photoshop CS4 program.

Results

Sampling

We captured a total of 137 adult females and 168 adult males throughout the year, with a similar sex ratio in all months ≈1:1 (monthly details see "n" in Fig 1B).

Molting period and mean number of feathers in the crown

The molting period for crown feathers in the Eared Dove was observed from January to June in both sexes; no molting birds were observed from July to December (Fig 1A and 1B). 50% of all molting females molted one or two feathers (molt score = 1), 18.7% three or four (molt score = 2), 25% five or six (molt score = 3) and the remaining 6.25% seven or eight feathers (molt score = 4). Of the molting males, 42.8% molted one or two feathers (molt score = 1), 21.4% five or six (molt score = 3), 14.2% seven or eight (molt score = 4) and the remaining 21.4% more than ten feathers (molt score = 6) (Fig 1A and 1B).

Our results show that there are no significant differences in the average number of feathers between winter and spring in females or in males (x¯ Julyfemales = 33.57 ±1.77; x¯ Decemberfemales = 29.57 ±2.02, t(12) = 1.488 p = 0.162; x¯ Julymales = 30.28 ±1.23; x¯ Decembermales = 32.14 ±1.43, t(12) = -0.98 p = 0.345) (Fig 1C).

Seasonal crown color variation

Reflectance spectra

A seasonal variation in the crown spectral shape for both sexes was observed, especially in the spectral region from 300 to 430 nm (UV-Violet). According to the solstice in the southern hemisphere, the spring months (October, November and December) had higher reflectance values than the winter months (July, August, September), both in females and males (Fig 2A).

Fig 2. Seasonal change in crown coloration.

Fig 2

a) Reflectance spectra of the crown of male and female Eared Doves over 6 months (winter and spring-summer) in the range visible to birds (300 to 700 nm). Data are shown as mean ± 2 SE. b) Chromatic and achromatic distances in JNDs obtained after applying an avian visual model for both sexes. Significant differences (α = 0.05; indicated by *) are only observed in the pairwise chromatic distances between winter and spring in both sexes. Month pairs were considered significantly different when the lower bond of the 95% confidence interval for the geometric mean of their distances was higher than 1 JND. Confidence intervals were obtained after 10000 bootstraps.

Chromatic and achromatic distances (JNDs)

In both females and males, a significant seasonal variation was only observed in the chromatic distances in JNDs. In contrast, no seasonal differences were observed in achromatic distances of either sex (PERMANOVA, in both cases F(5,72) < 2.238 and p > 0.0561) throughout the entire period analyzed (Fig 2B).

The mean chromatic distances in males were higher than the discrimination threshold (1 JND) in November and December (last half of spring) (PERMANOVA, F(5,72) = 15.31 and p = 0.0001), indicating males’ ability to distinguish seasonal variations in crown color among themselves (Fig 2B). Females presented a significant seasonal variation in the chromatic distances, with differences between winter and the latter half of spring (PERMANOVA, F(5,61) = 28.26 and p = 0.0001). Males presented a more limited range of variation of their chromatic distances during spring (1.2 to 2 JNDs) compared to females (3 to 4.5 JNDs), as previously reported by Valdez and Benitez-Vieyra (2016) for other body regions in this Dove.

Discussion

In this study we report for the first time the molting period of crown feathers in the Eared Dove (perhaps the most abundant South American opportunistic Dove) and objectively determine the seasonal variation in their coloration.

Molting period

In both females and males, the molting period of crown feathers in the Eared Dove occurs between the months of January and June (six months); no molting was observed between the months of July and December (six months). The molting pattern observed in the Eared Dove is slightly different from that described in a taxonomically related species from the Northern Hemisphere, the Mourning Dove (Zenaida macroura). Sullivan and Mirarchi describe that the molting of the Mouring Dove’s crown feathers occurs during five months (between August and December). From January to July, no moulting was observed in this body region in both wild and captive birds [26]. This slightly shorter molting period in the Mourning Dove is perhaps due to the fact that it lives in more humid and regular environments, where the breeding and molting periods are clearly separated [26, 27]. Moreover, the molting period of crown feathers in the Eared Dove have an opposite seasonal pattern to that described by Bucher and collaborators for the molting of primary remiges [14]. The primary remiges of the Eared Dove molt throughout the year, with a maximum turnover observed between the months of April to August. This difference in molting period could be due to the type of function that each feather fulfills. The primary and secondary remiges are involved in flight, so they can be replaced at any time of the year, depending on the physiological conditions of the bird and external factors [28, 29]. Crown feathers on the contrary are contour feathers involved in the bowing display, so their main function is linked to coating and reproductive behavior [17, 28, 29]. Although the Eared Dove reproduces throughout the year, the greatest reproductive activity occurs from spring to early summer (September-December). The color changes displayed on the new crown feathers (from July to December) coincide with the months of greatest reproductive activity in this Dove [18, 3033].

Using an avian visual model we observed seasonal variations in the coloration of the crown in both sexes, determined mainly by chromatic rather than achromatic distances.

Chromatic distances

The main differences observed in the chromatic distances occur between the winter months (July, August, September) and the final months of spring / beginning of summer (November, December). Furthermore, the significant range of chromatic distances in females is greater (3 to 4.5 JNDs) than in males (1.2 to 2 JNDs). This smaller variation in the chromatic distances of males could indicate that this body region would be subject to selection pressure. These findings are in line with previous reports for this dove species and for other species of passerine birds [13, 16].

If males change crown color towards the breeding period, suggesting that they are under selection pressure, why do females also change their color from winter (non-breeding period) to spring (breeding period)? Could this region of the body also be related to the selection process in females? In other birds, it is known that as in males, the ornamentation of females is linked to individual quality and is also subject to selection pressure [3437]. The fact that the color of the crown in female Eared Doves changes from winter to spring perhaps indicates that this region of their body could be subject to selection pressure such as sexual selection or intra-sex competitions. Seasonal changes in color variation in both sexes can also be observed in four passerine bird species such as the Robin (Erithacus rubecula), Blackbird (Turdus merula), Blue tit (Cyanistes caeruleus) and Great tit (Parus major) [10, 13]. But unlike these passerine species, the Eared Dove is an opportunistic species that successfully exploits the ad lib availability of food and nesting sites offered by human activities [3841]. Our sampling data and those of Bucher et al (1977) indicate an approximate sex ratio of 1:1 throughout the year. This would allow both sexes to reduce aggression and competition behaviors between males for territory and a mate and between females for a nesting site or food sources, etc. [14, 18]. All these characteristics (opportunistic behavior, low nesting requirements and similar sex ratio) lead us to consider that perhaps the selection pressure vis-à-vis the opposite sex is relatively unimportant in this species. The seasonal change in crown coloration could be a remnant feature of a time when the species did not constitute a plague (before the 50’s) and when its reproduction and feeding depended exclusively on the resources provided by natural environments (forest) without human intervention [40, 41], unlike nowadays when it inhabits urban and peri-urban areas with large extensions of crop production [40, 41]. Future experiments will be necessary to elucidate the functionality of the seasonal change in crown coloration in this dove.

It has been shown that both melanin and carotene coloration of the plumage as well as the structural coloration can change throughout the year in passerine species, although the pattern of change can be different in each species and for each type of coloration [13]. Our findings show that there is a seasonal change in the chromatic distances of both females and males. Since from 430 to 700 nm there are no significant changes in the reflectance of either sex in the months analyzed, these differences are likely due mainly to a change in the UV-violet component of the spectrum (Fig 2A). This could indicate that the change in chromatic distances is not due to a seasonal variation in the pigment structure (changes due to photo bleaching), but rather to changes in the feather ultrastructure. This is similar to observations in the Robin, where the chromatic variation of the feathers on the back and chest increases with time, indicating an increase in reflectance at short wavelengths [13]. Contrary to the case of the Eared Dove, the chromatic variation of the black crown in the great tit is due to a decrease in UV reflectance (structural component) over time. The Great tit has high UV reflectance values just after the molt (breeding season) and low values during the non-breeding season [13]. These seasonal changes in the coloration of the plumage can be due to the accumulation of dust, fat or bacterial action on the feathers [5, 7, 8]. Although the Eared Dove and the great tit have temporally different color patterns, they coincide in having maximum values of UV reflectance during the breeding period, which, contrary to the remnant feature argument, could indicate that this portion of the electromagnetic spectrum has some importance in reproductive behavioral processes in this dove (intraspecific competition, sexual selection?). This idea is reinforced by the fact that plasma levels of testosterone in Eared Dove males are elevated during spring-summer [18]; and it is known that high testosterone levels stimulate preening behavior leading to increased UV reflectance in a passerine bird [4244]. In the same way, it is possible that this mechanism is present in the Eared Dove.

Achromatic distances

In at least four species of passerine birds (Robin, Blue tit, Great tit, Blackbird) seasonal variation in the color of different body regions was determined [13]. The achromatic values changed significantly throughout the year in 65% of the body regions studied, with the most significant values for structural coloration, medium vales for melanic coloration and low for carotene coloration. In these birds, achromatic values also showed sexual dichromatism [13]. On the contrary, in our study we did not observe any significant seasonal variation in the achromatic values of the crown in either female or male Eared Doves. These findings appear to be in line with those reported by Figuerola and Senar (2005) for the black crown of the Great tit, where no seasonal changes in melanic coloration from 400 to 700 nm (human visual range without UV region) were observed [11]. The lack of change in the achromatic components throughout the year in the Eared Dove is perhaps due that melanin being less sensitive to photo bleaching, suggesting that the color change is likely due mainly to structural components (UV reflectance) [45, 46]. It is not clear which are the factors affecting the structural components of the feather and therefore the UV reflectance from winter to spring in the Eared Dove, but one possible factor is the increase in microbial action during the spring-summer months due to climatic factors (warmer and more humid months) in this region [47]. It is known that bacterial action on feathers can change colorimetric parameters such as brightness, both in a species of pigeon from the northern hemisphere (Columba livia) and in passerine birds [7, 4850]. But the action of the bacteria on the feathers seems to have an impact over the entire spectral range (300 to 700 nm). In our case, the spectral span from 430 to 700 nm does not change in females or males between the seasons studied and seasonal changes only occur in the UV-violet region. In this connection, a differential effect of bacterial activity in the same feather in the Pied flycatcher (Ficedula hypoleuca) was demonstrated. The unmelanized regions of the feather degraded more than the melanized regions, and a differential effect between females and males was observed [46]. In addition to this, Shawkey et al (2011) observed that the structural coloration of the iridescent feathers of the Mourning Dove (Zenaida macroura) changes with the application of cycles of hydration and dehydration [51]. In turn, Laczi et al (2021) observe changes in reflectance (UV component) in the white wing-patch of female Collared Flycatchers (Ficedula albicollis) due to changes in the macrostructure of the feathers (barb angle to the rachis and vane width), possibly due to the abrasion suffered by the feathers with the nest material in the incubation stage [52].

Whether there is a differential effect of bacterial activity on female and male Eared Dove feathers (as with the Pied flycatcher) across the electromagnetic spectrum, or whether there is some other biotic or abiotic agent (ambient humidity or abrasion with nest material) that produces this effect should be addressed in future studies.

In conclusion, this is the first work to describe the molting period for the Eared Dove´s crown, which runs from mid-summer to early winter. In addition, we describe a seasonal variation of crown coloration in both sexes mainly due to variations in the UV-violet component of the spectrum, with higher values towards the reproductive season. Future studies will be necessary to elucidate the participation of UV reflectance in selection processes (between the sexes and within the gender) in this opportunistic species.

Supporting information

S1 File. Script that contains the descriptive, analytical and statistical analyzes carried out in the study.

(R)

S2 File. Individual reflectance values (females) for each of the months analyzed.

(CSV)

S3 File. Individual reflectance values (males) for each of the months analyzed.

(CSV)

Acknowledgments

A special thanks to Manuel Sosa, technical illustrator of IDEA institute, for his help in constructing Fig 1.

Data Availability

All relevant data are within the paper and its Supporting Information files.

Funding Statement

The author(s) received no specific funding for this work.

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Decision Letter 0

Matthew Shawkey

8 Nov 2022

PONE-D-22-25726Annual molt period and seasonal color variation in the Eared Dove´s crownPLOS ONE

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Additional Editor Comments:

In my opinion this is an informative and solid descriptive paper. The reviewers have made numerous suggestions, comments, and questions that need to be addressed in the revision. I look forward to seeing the revised version. 

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Reviewers' comments:

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Reviewer #1: Partly

Reviewer #2: Yes

**********

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Reviewer #1: Yes

Reviewer #2: Yes

**********

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Reviewer #1: Yes

Reviewer #2: Yes

**********

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Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: PONE-D-22-25726: Annual molt period and seasonal color variation in the Eared Dove ´s crown

This paper studies the molt of crown feathers of the Eared Dove Zenaida auriculata and how feather wear affects plumage reflectance. In order to analyze the molting pattern, doves were captured throughout the year. Plumage coloration was measured during the six months without molt.

This study is descriptive and analyzes whether the expected pattern of color change due to feather abrasion and other determinants on wear is observed. There is no particular prediction on selective advantages of molting period and duration. Moreover, reproductive activity of the species in urban areas occurs throughout the year, as authors mention in line 193 (references 29 & 30), and occurs frequently during the months for which plumage color has been measured (Camargo & Araujo 2015).

Abstract:

I think the statement that feathers are exchanged for more colorful ones during the molt might be misleading. I would instead refer to molt compensating feather wear which affects plumage morphology and color.

I would also rephrase the second sentence as plumage color is fixed: “Plumage color is determined by pigments and/and plumage structure.”

It is melanic, carotenoid or structural coloration, not melanistic or carotenic (correct in abstract and main text).

Introduction:

Line 52: I think the following sentence is correct, where you mention that plumage coloration is determined by pigments and feather structure. Thus I would erase the second sentence of the paragraph.

Methods:

Doves are caught throughout the year with walk in traps and inspected for molting feathers in the crown. What are the chances of capturing the same bird and how does this affect the results?

The measurement of total feathers is not described.

Where did you measure plumage color with the spectrometer? In the lab, at site? Were individuals immediately released after measurements were taken?

How were birds sexed?

Results:

What does the number of molting feathers mean? Is it related to molting rate or what information do you extract from this data?

Reflectance spectra of figure 2 are quite dissimilar of the ones published by the authors in their paper of 2016 and this is not discussed in the paper.

Discussion:

Lines 179-185: I do not think that the molting pattern is so different from the Mourning Dove. Both occur after peak reproduction during several months (5 vs. 6 months). The fact that molt is in different months is related to the distribution of the species in different hemispheres.

Lines 191-193: If you refer to bowing display, I do not think that thermoregulation is relevant.

Lines 193-195: Why must feather replacement have taken place? If plumage reflectance is not related to feather wear or this plumage patch is not related with sexual selection?

Lines 199-204: If molting takes place during six months, why is the difference in plumage reflectance expressed in the period of one month? Nor from the reflectance spectra nor from the statistical analysis a gradual plumage color change is observed, as would be expected from feather abrasion or other factors affecting feather wear.

Lines 202-203: I do not think you can make this conclusion. It could depend on features of the feather or on other aspects that preclude feather abrasion.

Lines 207-2011: In the first place, you never showed that the coloration of the crown is under sexual selection. Second, a much more parsimonious explanation is that molt is physiologically determined and similar between sexes because of correlated physiological functions between sexes.

Line 233: How would the amount of pigments change seasonally? Pigments are deposited during feather growth.

Lines 258-262: Achromatic components are related to brightness. Amount and distribution of pigments determine feather color and overall brightness (i.e. white vs black). However, melanin pigments do not change their amount or distribution once they are deposited in the feather so you would not expect achromatic or chromatic changes related to pigments but instead related to feather microstructure that can suffer from abrasion on keratin layers or macrostructure that can be related to barbs’ and barbules’ positioning. Melanin may strengthen the structure of the barbs and barbules and decrease abrasion, but the amount or distribution in the feather will not be modified.

Reviewer #2: This study quantifies body feather moult of the eared dove and relates this to changes in the colour of crown plumage which features in sexual displays. Body feather moult is not very well understood (especially outside the northern hemisphere), and needs to be carefully quantified in the field, as the authors have done for this study. The authors show that eared doves moult their crown feathers from Jan-June, and that crown feathers have relatively lower UV reflectance in July-Sept than during the breeding season (Oct-December), suggesting UV reflectance increased after moult and that UV reflectance is highest at the height of the breeding season. This is contrary to previous studies that show decreases in UV reflectance in brightly coloured feathers over time.

I feel the paper provides a useful contribution to understanding moult timing and the relationship between moult and plumage colours under sexual selection. My main feedback is that I feel the connection between colour change of crown feathers and the timing of moult could be clarified. It would also be helpful to link the timing of moult and changes in colour by consistently referring to months and seasons in the text. I suggest more cautious language in interpreting UV reflectance as a sexual ‘signal’, it might be, but further study is needed to assess this.

Please see my detailed feedback below:

Line 26: ‘more colourful ones’ It would be good to distinguish between seasonal colour change by moult, where species alternate between a distinct breeding and non-breeding plumage, colour change by abrasion of feather tips, where feathers specially adapted to change colour (e.g. snow buntings) and colour change due to feather wear/fading and replacement with new, same-coloured but less worn feathers (as in this study).

Line 37-39: Is the change in UV due to changes in the microstructure of the feather itself or moult (new feathers) before the breeding season?

Line 56: Whether colours regularly signal individual ‘quality’ is debated in the literature, so possibly more cautious language is needed here

Line 63: Given this study is on slight colour change due to wear, it is hard to imagine this would impact survival or brooding care. I expect these kinds of effects would be more relevant for birds that undergo dramatic colour change (alternating between a distinct breeding and non-breeding plumage).

Line 110-112: It would be good to include more detail about the visual models used here, including the weber fraction used (if this applies to these models?)

Line 116-119: I suggest re-wording this sentence as it is difficult to follow

Line 153-155: Seasons are usually classed as Summer (Dec-Feb), Autumn (March-May), Winter (June-Aug) and Spring (Sept-Nov) in the southern hemisphere. I think the authors are using seasons according to the solstice, if so, it would be helpful to briefly state this. Are July-Sept the coolest months?

Line 194-195: This is difficult to relate back to the results, eared doves breed throughout the year but have greatest reproductive activity in spring (Sept-Nov) and summer (Dec-Feb), or do the authors mean from spring to early summer (Sept-Dec?). It would be helpful to include the season names and months to avoid confusion.

If breeding is mostly between Sept-Dec, then moulting is completed well ahead of breeding (by June) and birds are moulting at the end of the breeding period (late summer, Jan-Feb)? I would have thought if fresh feathers are important for breeding, then moult would be completed (crown feathers replaced) close to the start of the breeding season (see Lantz and Karubian 2016, and McQueen et al. 2021), but then the authors show UV increases after moult of the crown plumage – and suggest might be important for mate attraction – which might explain why completing moult ahead of breeding is important? This is important to clarify because I feel some of the discussion on moult and colour change is contradictory.

There are also two papers on moult and colour change that could be helpful to include here. Lantz and Karubian 2016 The Auk 133: 338-346 show that red-backed fairy-wrens re-moult their body feathers ahead of breeding, leading to an in increase in colour saturation. McQueen et al. 2021 Behavioural Ecology 32: 178-187 show that superb fairy-wrens re-moult their UV-blue crown feathers (which also feature in sexual displays) throughout the breeding season, which might explain why their UV-blue colours do not fade.

211: intra-sexual competition is also a selection pressure in itself

220: I don’t follow what the authors are saying here (which sex is the ‘opposite sex’?) Are they talking about mate choice by males and females? Do females also perform the bowing display?

245-249: An increase in UV reflectance over time contrasts with other studies and, as the authors suggest, might be explained by increased preening behaviour. There are other studies to cite that support this (see Zampiga et al. 2010 Ethology, Ecology and Evolution 16: 339-349 and Griggio et al. 2010 Behavioural Processes 84: 739-744).

286-287: I think it is overstating the results to say that the UV reflectance is an important visual signal for reproduction (just because UV reflectance is higher in the breeding season). Maybe it could be suggested as a topic for future research?

**********

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Reviewer #2: No

**********

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PLoS One. 2023 Feb 24;18(2):e0280819. doi: 10.1371/journal.pone.0280819.r002

Author response to Decision Letter 0


19 Nov 2022

Editor Comments:

In my opinion this is an informative and solid descriptive paper. The reviewers have made numerous suggestions, comments, and questions that need to be addressed in the revision. I look forward to seeing the revised version.

Answer

We appreciate your opinion about our work and we have made the suggested changes in the new version of the manuscript and answered every question from the reviewers.

________________________________________

Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: PONE-D-22-25726: Annual molt period and seasonal color variation in the Eared Dove ´s crown

This paper studies the molt of crown feathers of the Eared Dove Zenaida auriculata and how feather wear affects plumage reflectance. In order to analyze the molting pattern, doves were captured throughout the year. Plumage coloration was measured during the six months without molt.

This study is descriptive and analyzes whether the expected pattern of color change due to feather abrasion and other determinants on wear is observed. There is no particular prediction on selective advantages of molting period and duration. Moreover, reproductive activity of the species in urban areas occurs throughout the year, as authors mention in line 193 (references 29 & 30), and occurs frequently during the months for which plumage color has been measured (Camargo & Araujo 2015).

Answer

We have added to the new version of the manuscript the mentioned reference

Abstract:

I think the statement that feathers are exchanged for more colorful ones during the molt might be misleading. I would instead refer to molt compensating feather wear which affects plumage morphology and color.

I would also rephrase the second sentence as plumage color is fixed: “Plumage color is determined by pigments and/and plumage structure.”

It is melanic, carotenoid or structural coloration, not melanistic or carotenic (correct in abstract and main text).

Answer

We thank reviewer #1 for his comments. We have made the suggested changes in the new version of the manuscript.

Introduction:

Line 52: I think the following sentence is correct, where you mention that plumage coloration is determined by pigments and feather structure. Thus I would erase the second sentence of the paragraph.

Answer

We have made the suggested changes in the new version of the manuscript.

Methods:

Doves are caught throughout the year with walk in traps and inspected for molting feathers in the crown. What are the chances of capturing the same bird and how does this affect the results?

Answer

The present work was carried out within the framework of an other project where we studied the seasonal variation of sex hormones, gonadal size and gonadal activity (Maldonado et al 2020). In that published work, the birds were euthanized by decapitation (Maldonado et al 2020. Reproduction in the Eared Dove: An exception to the classic model of seasonal reproduction in birds?. Zoology 140 (2020) 125769).

We have incorporated a paragraph in the Materials and Methods section that includes this information.

We study the crown of these euthanized birds, for this reason there is no recapture.

The measurement of total feathers is not described.

Answer

We appreciate Reviewer's #1 comment. We have incorporated an explanatory paragraph in the Materials and Methods section.

Where did you measure plumage color with the spectrometer? In the lab, at site?

Answer

The site where the birds were captured is about 50-60 meters from the laboratory of the Applied Zoology Center. In the laboratory, the samples for the previously mentioned work (Maldonado et al 2020) were processed and spectrophotometry was performed with the spectrometer described in Materials and Methods section.

Were individuals immediately released after measurements were taken?

How were birds sexed?

Answer

See previous answers

Results:

What does the number of molting feathers mean? Is it related to molting rate or what information do you extract from this data?

Answer

Figure 1b aims to show, on the one hand, the months in which we observed moult in both sexes.

On the other hand, most females have lower molting scores than males. This could indicate "physiological differences" in the molting process between males and females for this particular body región with the consequences that this could have. We have not performed any experiments to test this idea, so we decided to be cautious and not overestimate our results.

Reflectance spectra of figure 2 are quite dissimilar of the ones published by the authors in their paper of 2016 and this is not discussed in the paper.

Reviewer's #1 observation is valid, but these subtle differences may be due to the fact that the work on sexual dichromatism was carried out only during November and December, 2014 (Valdez and Benitez-Vieyra 2016).

In the current work, samples were taken for 13 months between 2016-2017 (see materials and methods section and Maldonado et al. 2020). If any environmental variable (ambient humidity, dryness, for example) differed from one sample to another and could influence the observed reflectance, we do not know.

But there is something that we do know and that is repeated from one experiment to another:

-The differences between males and females are maintained (higher reflectance values the UV-violet region in males than in females).

-The variables analyzed (chromatic and achromatic distances) have less dispersion in males than in females.

The fact that these two characteristics are repeated from one experiment to another make the results shown robust, regardless of the year, the operator, environmental conditions, etc.

Discussion:

Lines 179-185: I do not think that the molting pattern is so different from the Mourning Dove. Both occur after peak reproduction during several months (5 vs. 6 months). The fact that molt is in different months is related to the distribution of the species in different hemispheres.

Answer

We thank reviewer #1 for his comments. We have made the suggested changes in the new version of the manuscript.

Lines 191-193: If you refer to bowing display, I do not think that thermoregulation is relevant.

Answer

To avoid confusion we have eliminated the word “thermoregulation” in the new version of the manuscript.

Lines 193-195: Why must feather replacement have taken place? If plumage reflectance is not related to feather wear or this plumage patch is not related with sexual selection?

Answer

The crown is the most exposed body region during the bowing display [17], a behavior that occurs during the spring-summer seasons (greater reproductive activity) [14, 18, 30]. If these feathers are related to selection processes (female-male) or intra-gender competition processes (male-male and female-female), perhaps both males and females have to replace them before the peak of reproductive activity and said behavioral processes. (see discussion on color distances)

Lines 199-204: If molting takes place during six months, why is the difference in plumage reflectance expressed in the period of one month? Nor from the reflectance spectra nor from the statistical analysis a gradual plumage color change is observed, as would be expected from feather abrasion or other factors affecting feather wear.

Answer

Assuming that the change in reflectance (for whatever factors, abiotic or biotic) has to be gradual is a simplified appreciation of reviewer #1, more so when in other birds such as the blue tit changes in coloration from month to month also show abrupt jumps (Delhey, K., Peters, A., Johnsen, A., & Kempenaers, B. (2006). Seasonal changes in blue tit crown color: do they signal individual quality?. Behavioral Ecology, 17(5), 790- 798).

In the Eared Dove, the main changes in reflectance occur in the last months of spring and the beginning of summer (October, November and December), with the month of October being intermediate and highly variable in both sexes.

In this region (province of Córdoba, Argentina) the months of September and October are usually very variable in relation to the weather (very windy and dry, even late frosts), while the months of November and December are hot and humid. In addition to this, the local vegetation is resprouting, so there are still many tree species without leaf cover. Probably these transitional climatic variations between the cold and warm months, added to the variable vegetation cover, contribute to the observed variation in reflectance, nor can we rule out birds showing greater preening behavior for these dates.

Lines 202-203: I do not think you can make this conclusion. It could depend on features of the feather or on other aspects that preclude feather abrasion.

Answer

We appreciate reviewer's #1 comment, we have rewritten the sentence in potential form.

Lines 207-211: In the first place, you never showed that the coloration of the crown is under sexual selection. Second, a much more parsimonious explanation is that molt is physiologically determined and similar between sexes because of correlated physiological functions between sexes.

Answer

We appreciate reviewer's #1 comment, we have rewritten the sentence in potential form.

From the point of view of coverage, the crown feathers have the same function in both sexes.

From the physiological point of view, there are differences between males and females, since males have higher molting scores than females throughout the molting period (see figure 1b).

From the point of view of coloration, they clearly do not have the same function. Females can vary greatly in their coloration (from grayish brown to light gray), while males are always in the light blue range, with more or less UV reflectance (see tables 1 and 2 in Valdez and Benitez-Vieyra 2016), which "would indicate" that males could suffer selection pressure for this body region.

To think that females could also be subject to some type of selection pressure (sexual selection, intra-gender competition), is not wrong, especially when it has been observed in other bird species [34-37]. However, we have not performed any experiments to demonstrate this, so we have rewritten the sentences in potential form.

Line 233: How would the amount of pigments change seasonally? Pigments are deposited during feather growth.

Answer

Depending on the level of wear that a feather has, the air spaces (bubbles) immersed in the keratin that contain the melanin could be left open and in this way the pigment could be removed. Could this happen? Maybe yes. Has been tested? No.

To avoid confusion, we have decided to rewrite the sentence in the new version of the manuscript.

Lines 258-262: Achromatic components are related to brightness. Amount and distribution of pigments determine feather color and overall brightness (i.e. white vs black). However, melanin pigments do not change their amount or distribution once they are deposited in the feather so you would not expect achromatic or chromatic changes related to pigments but instead related to feather microstructure that can suffer from abrasion on keratin layers or macrostructure that can be related to barbs’ and barbules’ positioning. Melanin may strengthen the structure of the barbs and barbules and decrease abrasion, but the amount or distribution in the feather will not be modified.

Answer

We appreciate reviewer's #1 comment. To avoid confusion, we have decided to rewrite the sentence in the new version of the manuscript.

Reviewer #2: This study quantifies body feather moult of the eared dove and relates this to changes in the colour of crown plumage which features in sexual displays. Body feather moult is not very well understood (especially outside the northern hemisphere), and needs to be carefully quantified in the field, as the authors have done for this study. The authors show that eared doves moult their crown feathers from Jan-June, and that crown feathers have relatively lower UV reflectance in July-Sept than during the breeding season (Oct-December), suggesting UV reflectance increased after moult and that UV reflectance is highest at the height of the breeding season. This is contrary to previous studies that show decreases in UV reflectance in brightly coloured feathers over time.

I feel the paper provides a useful contribution to understanding moult timing and the relationship between moult and plumage colours under sexual selection. My main feedback is that I feel the connection between colour change of crown feathers and the timing of moult could be clarified. It would also be helpful to link the timing of moult and changes in colour by consistently referring to months and seasons in the text. I suggest more cautious language in interpreting UV reflectance as a sexual ‘signal’, it might be, but further study is needed to assess this.

Answer

We appreciate reviewer's #2 comment. We have taken the comments into account and made changes to the new version of the manuscript.

Please see my detailed feedback below:

Line 26: ‘more colourful ones’ It would be good to distinguish between seasonal colour change by moult, where species alternate between a distinct breeding and non-breeding plumage, colour change by abrasion of feather tips, where feathers specially adapted to change colour (e.g. snow buntings) and colour change due to feather wear/fading and replacement with new, same-coloured but less worn feathers (as in this study).

Answer

We appreciate Reviewer's #2 comment. Depending on the bird species and the type of feather that is studied, it will depend on the molting processes that are present. Many species have two moults in the year, one moult before the reproductive period (nuptial molt) and one after the reproductive period (postnuptial molt). The Eared Dove has an interesting molting pattern, since only one molting process (rather long) is observed in the crown that spans 6 months with different climates (winter, spring and summer). On the other hand, their primary remiges can be changed throughout the year (Bucher et al 1977), which makes this dove species have a complex moult pattern that spans different seasons.

Also see response to reviewer #1 (Abstract)

Line 37-39: Is the change in UV due to changes in the microstructure of the feather itself or moult (new feathers) before the breeding season?

Answer

There is no molt during the months in which the spectrophotometry was determined (July to December). Measuring color when the bird is molting is a serious mistake. The color changes observed in this work are mainly due to changes in the structure of the feather.

Line 56: Whether colours regularly signal individual ‘quality’ is debated in the literature, so possibly more cautious language is needed here.

Answer

We appreciate reviewer's #2 comment. We have made changes to the new version of the manuscript.

Line 63: Given this study is on slight colour change due to wear, it is hard to imagine this would impact survival or brooding care. I expect these kinds of effects would be more relevant for birds that undergo dramatic colour change (alternating between a distinct breeding and non-breeding plumage).

Answer

To avoid confusion we have decided to rewrite the sentence.

Line 110-112: It would be good to include more detail about the visual models used here, including the weber fraction used (if this applies to these models?)

Answer

We appreciate reviewer's #2 concern. In order to avoid the manuscript being too long, all the information referring to the avian visual model used here is available in Valdez and Benitez-Vieyra 2016 published in this same open access journal.

Valdez DJ, Benitez-Vieyra SM (2016) A Spectrophotometric Study of Plumage Color in the Eared Dove (Zenaida auriculata), the Most Abundant South American Columbiforme. PLoS ONE 11(5):

e0155501. doi:10.1371/journal.pone.0155501

Data Availability Statement: Data are available from Figshare (https://dx.doi.org/10.6084/m9.figshare.3364681).

So that the reviewer can quickly read M&M, we copy the information referring to the avian visual model

“Two complementary approaches were used to determine plumage color in the Eared Dove

using the pavo package [32] of R software (R Core Team 2015 [33]): classic colorimetric variables analysis (hue, chroma and brightness) and an avian visual model. For the latter, cone

quantum catch (Q) for each of the four avian cones was calculated under a standardized daylight illumination (D65) as a representative spectrum for open habitat midday ambient light.

Although cone parameters have not been measured in Z. auriculata, the generalized spectral

cone sensitivities of VS-type avian eyes was used since this visual system characterizes all

Columbiformes studied so far [34]. The sum of the two longest-wavelength cones was used to

calculate achromatic cone stimulation.

The relative cone excitation values were then used to calculate the coordinates of body parts

in a tetrachromatic color space [35]. Finally, in order to estimate the chromatic and achromatic

contrasts among different body regions a model of avian vision was applied which assumes

that receptor noise limits discrimination in each cone [36–38]. Contrasts were characterized in

units of "just noticeable differences" (JND), such that one JND represents the threshold of possible discrimination (See S1 Text and S1 Table for more information)”.

34. Ödeen A, Håstad O. The phylogenetic distribution of ultraviolet sensitivity in birds. BMC evolutionary

biology. 2013; 13(1):36.

35. Goldsmith TH. Optimization, constraint, and history in the evolution of eyes. Quarterly Review of Biology. 1990:281–322. PMID: 2146698

36. Vorobyev M, Brandt R, Peitsch D, Laughlin SB, Menzel R. Colour thresholds and receptor noise:

behaviour and physiology compared. Vision Res. 2001; 41(5):639–53. PMID: 11226508

37. Vorobyev M, Osorio D. Receptor noise as a determinant of colour thresholds. Proc R SocLond B

BiolSci. 1998; 265(1394):351–8.

38. Vorobyev M, Osorio D, Bennett A, Marshall N, Cuthill I. Tetrachromacy, oil droplets and bird plumage

colours. J CompPhysiolA. 1998; 183(5):621–33.

Line 116-119: I suggest re-wording this sentence as it is difficult to follow.

Answer

We have made the suggested changes

Line 153-155: Seasons are usually classed as Summer (Dec-Feb), Autumn (March-May), Winter (June-Aug) and Spring (Sept-Nov) in the southern hemisphere. I think the authors are using seasons according to the solstice, if so, it would be helpful to briefly state this. Are July-Sept the coolest months?

Answer

Indeed we use the solstice to define the seasons. We have made the changes suggested in the Materials and Methods section.

In the Province of Córdoba, Argentina, the temperature begins to drop during the months of April and May, reaching the lowest values during the months of June, July and August (August is very cold, dry and windy).

Line 194-195: This is difficult to relate back to the results, eared doves breed throughout the year but have greatest reproductive activity in spring (Sept-Nov) and summer (Dec-Feb), or do the authors mean from spring to early summer (Sept-Dec?). It would be helpful to include the season names and months to avoid confusion.

Answer

We have made the suggested changes

If breeding is mostly between Sept-Dec, then moulting is completed well ahead of breeding (by June) and birds are moulting at the end of the breeding period (late summer, Jan-Feb)?

I would have thought if fresh feathers are important for breeding, then moult would be completed (crown feathers replaced) close to the start of the breeding season (see Lantz and Karubian 2016, and McQueen et al. 2021), but then the authors show UV increases after moult of the crown plumage – and suggest might be important for mate attraction – which might explain why completing moult ahead of breeding is important?

Answer

The molt begins in January (end of the reproductive period), continues through February, March, April, May and ends in June.

From July to December there is no molt. The new feathers of July are undergoing changes in their coloration towards December. The greatest reproductive activity of this dove occurs between the months of September and December. This is precisely what is INTERESTING. The changes suffered by the feathers are related to an increase in UV reflectance, which coincides with the months of greatest reproductive activity.

This is important to clarify because I feel some of the discussion on moult and colour change is contradictory.

Answer

This pattern of color change (increased UV reflectance), due to wear, bacterial activity and environmental factors such as ambient humidity, etc., is opposite to what is observed in other species of birds where the new, colorful feathers, with high UV reflectance, no wear, they are ready just before the reproductive period.

This is what is interesting about this work, this species of dove changes its coloration, towards the period of greatest reproductive activity, in an OTHER WAY than other species, mainly passerines (see discussion). Here the color change is due to wear (abiotic or biotic) that produce changes in the structure of the feather. In passerine species, the color change is due to molting, new and more colorful feathers.

There are also two papers on moult and colour change that could be helpful to include here. Lantz and Karubian 2016 The Auk 133: 338-346 show that red-backed fairy-wrens re-moult their body feathers ahead of breeding, leading to an in increase in colour saturation. McQueen et al. 2021 Behavioural Ecology 32: 178-187 show that superb fairy-wrens re-moult their UV-blue crown feathers (which also feature in sexual displays) throughout the breeding season, which might explain why their UV-blue colours do not fade.

Answer

We appreciate reviewer's #2 suggestion, we have incorporated the two references into the new version of the manuscript.

211: intra-sexual competition is also a selection pressure in itself

Answer

We have made changes in the new version of the manuscript

220: I don’t follow what the authors are saying here (which sex is the ‘opposite sex’?) Are they talking about mate choice by males and females? Do females also perform the bowing display?

Answer

We mean that if there were some kind of selection pressure between the sexes (from females to males and from males to females) or intra-gender, this would be relatively unimportant in this species. The changes in coloration of the crown towards the reproductive period could be a remaining characteristic when the species was not yet a pest. Currently, this species is a pest, having a similar sex ratio (1:1) and a broad opportunistic diet, so the sexes would not have strong competition to find a partner or food, nesting site etc.

That is why the sentence is written in the potential form ("perhaps").

245-249: An increase in UV reflectance over time contrasts with other studies and, as the authors suggest, might be explained by increased preening behaviour. There are other studies to cite that support this (see Zampiga et al. 2010 Ethology, Ecology and Evolution 16: 339-349 and Griggio et al. 2010 Behavioural Processes 84: 739-744).

Answer

We appreciate reviewer's #2 suggestion, we have incorporated the two suggested references.

286-287: I think it is overstating the results to say that the UV reflectance is an important visual signal for reproduction (just because UV reflectance is higher in the breeding season). Maybe it could be suggested as a topic for future research?

Answer

We appreciate reviewer's #2 comment, we have made the suggested changes in the new version of the manuscript.________________________________________

Attachment

Submitted filename: Responses to reviewers.docx

Decision Letter 1

Matthew Shawkey

10 Jan 2023

Annual molt period and seasonal color variation in the Eared Dove´s crown

PONE-D-22-25726R1

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Additional Editor Comments (optional):

The authors have done a good job addressing the reviewers' comments. Please note the final suggestions of reviewer 1 (below) and incorporate if needed.

Reviewers' comments:

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Reviewer #2: This paper contributes to the current understanding of moult and changes in bird plumage colours over time, which may be relevant for sexual selection. The authors have addressed my feedback, although I still have two outstanding minor suggestions that might improve the clarity of the paper.

Lines 37-39: Reading the original text, it was not clear to me whether the change in colour is because old feathers were replaced (e.g. with structurally different feathers/less worn feathers) or because of changes to old/existing feather structures (e.g. through wear/abrasion, built up of fat/preen oils), leading to colour change over time since moult. The authors could clarify this here by stating the colour change is due to changes to the same feathers over time. For example, ‘…suggesting changes in the microstructure of the feathers over time, after moult’ or something similar.

Lines 209-212 and the ‘Moulting Period’ paragraph of the discussion: I agree with the authors that the increase in UV over time after moult, coinciding with peak breeding, is interesting and a key result in their study. My original comment was about making this clear in the discussion. I found it hard to keep track of the relationship between moult timing and changes in UV (i.e. that the changes in colour occur as the feathers age over time, after the moult, which is completed well before breeding, and that old feathers displayed during peak breeding season reflect more UV). The authors explain this well in their reply to my comments and could incorporate a similar statement here. Lines 209-212 seem to imply that crown feathers are replaced during peak breeding, which is confusing as it contradicts other parts of the paper.

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Acceptance letter

Matthew Shawkey

15 Feb 2023

PONE-D-22-25726R1

Annual molt period and seasonal color variation in the Eared Dove´s crown

Dear Dr. Valdez:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org.

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Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 File. Script that contains the descriptive, analytical and statistical analyzes carried out in the study.

    (R)

    S2 File. Individual reflectance values (females) for each of the months analyzed.

    (CSV)

    S3 File. Individual reflectance values (males) for each of the months analyzed.

    (CSV)

    Attachment

    Submitted filename: Responses to reviewers.docx

    Data Availability Statement

    All relevant data are within the paper and its Supporting Information files.


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