Phylogeography and morphometric variation in the Cinnamon Hummingbird complex: Amazilia rutila (Aves: Trochilidae)

Background: The Mesoamerican dominion is a biogeographic area of great interest due to its complex topography and distinctive climatic history. This area has a large diversity of habitats, including tropical deciduous forests, which house a large number of endemic species. Here, we assess phylogeographic pattern, genetic and morphometric variation in the Cinnamon Hummingbird complex Amazilia rutila, which prefers habitats in this region. This resident species is distributed along the Pacific coast from Sinaloa—including the Tres Marías Islands in Mexico to Costa Rica, and from the coastal plain of the Yucatán Peninsula of Mexico south to Belize. Methods: We obtained genetic data from 85 samples of A. rutila, using 4 different molecular markers (mtDNA: ND2, COI; nDNA: ODC, MUSK) on which we performed analyses of population structure (median‐joining network, STRU CTU RE, FST, AMOVA), Bayesian and Maximum Likelihood phylogenetic analyses, and divergence time estimates. In order to evaluate the historic suitability of environmental conditions, we constructed projection models using past scenarios (Pleistocene periods), and conducted Bayesian Skyline Plots (BSP) to visualize changes in population sizes over time. To analyze morphometric variation, we took measurements of 5 morphological traits from 210 study skins. We tested for differences between sexes, differences among geographic groups (defined based on genetic results), and used PCA to examine the variation in multivariate space. Results: Using mtDNA, we recovered four main geographic groups: the Pacific coast, the Tres Marías Islands, the Chiapas region, and the Yucatán Peninsula together with Central America. These same groups were recovered by the phylogenetic results based on the multilocus dataset. Demography based on BSP results showed constant population size over time throughout the A. rutila complex and within each geographic group. Ecological niche model projec‐ tions onto past scenarios revealed no drastic changes in suitable conditions, but revealed some possible refuges. Mor‐ phometric results showed minor sexual dimorphism in this species and statistically significant differences between geographic groups. The Tres Marías Islands population was the most differentiated, having larger body size than the


Background
The Mesoamerican dominion is the area where the Neartic and Neotropics overlap, and includes most of the Mexican and Central American lowlands as well as the Mexican Transition Zone (Morrone 2014). This biogeographic dominion and surrounding areas are well known for possessing high levels of species richness, which are thought to have originated from its complex topography, wide range of environmental conditions, and climatic history (Savage 1966). One of the most distinctive habitats found in the Mesoamerican dominion is the tropical deciduous forest, which has a high number of endemic species (Gordon and Ornelas 2000).
Tropical deciduous forest has the driest conditions of the tropical forests, and precipitation is strongly seasonal (Rzedowski 1978;Meave et al. 2012). In addition, it is considered one of the most threatened habitats in the Neotropics due to land use change, habitat fragmentation, and human population growth (Lerdau et al. 1991;Koleff et al. 2012). The diversity of the tropical deciduous forest has been attributed to historical factors such as the climatic fluctuations of the Pleistocene, in which colder and drier periods promoted its fragmentation, followed by periods of expansion with warmer and more humid conditions (Werneck et al. 2011).
Some studies of bird species distributed in Mesoamerican deciduous forests have shown high levels of genetic and morphological variation associated with historic and demographic events (e.g. Arbeláez-Cortés et al. 2014), while others have focused on allopatric populations, where long-term isolation, moderate or low gene flow, presence of geographic barriers, and historical events explained the overall geographic structure (e.g. Smith et al. 2011). One clear example of allopatric differentiation is the taxa inhabiting the Tres Marías Islands (Nayarit, Mexico), where there are several endemic subspecies Smith et al. 2011;Montaño-Rendón et al. 2015). These subspecies share the common feature of clear morphological differentiation, mainly in body size, from their continental counterparts, representing independent evolutionary lineages with defined genetic structure (Ortíz-Ramírez et al. 2018). In addition to the Tres Marías Islands, the Yucatán Peninsula and the Coastal Plain of southwestern Mexico have been considered to have high potential for diversification (García-Deras et al. 2008;González et al. 2011;Smith et al. 2011;Ramírez-Barrera et al. 2018;Hernández-Baños et al. 2020). Furthermore, a study based on molecular data showed that species distributed in the Neotropical lowlands have a low and constant rate of diversification over time; extrapolating those rates of diversification to the present leads to a greater number of lineages than is currently described (Weir 2006). The number of species present in the tropics is thus not properly reflected in the currently accepted taxonomy.
Hummingbirds belong to one of the most diverse bird families (Trochilidae: 361 spp.; Gill et al. 2021), with specialized nectarivorous feeding mode and high rates of speciation. This has resulted in a huge diversity of bill morphologies and color patterns among nine highly supported groups (Bleiweiss et al. 1997;McGuire et al. 2014). In this study, we examined the evolutionary history of the Cinnamon Hummingbird (Amazilia rutila), a mediumsized hummingbird that inhabits tropical deciduous forests ranging from 0 to 1600 m of elevation (Howell and Webb 1995). This species is mainly distributed among three biogeographic provinces: the Pacific lowlands, Yucatán Peninsula, and Mosquito, based on the regionalization of the Neotropical region (Smith 1941;Ryan 1963;West 1964;Morrone 2014). It is a resident species from Sinaloa in northwestern Mexico, south along the Pacific Coast (including the Tres Marías Islands) to Costa Rica, and along the coastal plain of the Yucatán Peninsula south to Belize (including "offshore cays") and northeastern Nicaragua (Howell and Webb 1995). Based on morphology and allopatric distributions, four subspecies are recognized (Billerman et al. 2020;Gill et al. 2021). A. r. rutila (DeLattre 1843) is distributed in western and southern Mexico (from Jalisco to Oaxaca) and has green plumage on the upperparts, cinnamon underparts and a rufous tail. A. r. diluta (van Rossem 1938) inhabits northwestern Mexico (from Sinaloa to Nayarit); its upper parts are more golden-bronze and underparts are paler and less reddish than rutila. A. r. corallirostris (Bourcier and Mulsant 1846) is distributed from south and southeastern Mexico (from Chiapas to the Yucatán Peninsula) to Costa Rica and is much more deeply colored than rutila. Finally, located within the Pacific lowlands province, the assess the importance of a taxonomic reevaluation. Our data suggest that both of A. r. graysoni (Tres Marías Islands) and A. r. rutila (Pacific coast) should be considered full species. The other two strongly supported clades are: (a) the Chiapas group (southern Mexico), and (b) the populations from Yucatán Peninsula and Central America. These clades belong to the corallirostris taxon, which needs to be split and properly named.
The aims of this study were to: (1) analyze the genetic variation and morphometric differentiation across the geographic distribution of A. rutila, (2) reconstruct phylogenetic relationships and past scenarios throughout the geographic range to analyze divergence times and demographic changes over time and space, and (3) propose an evolutionary history and taxonomic hypothesis of intraspecific lineages. We expected to find high levels of genetic structure associated with the isolation of allopatric populations and environmental conditions over continuous ranges.

Sampling, PCR and sequencing
We obtained 84 tissue samples from the A. rutila complex and one sample from A. yucatanensis as the outgroup (see Additional file 1: Tables S1, S2). We supplemented our sampling with GenBank sequences from A. rutila, A. yucatanensis and A. tzacatl (McGuire et al. 2014). Tissues samples were provided by the collection of the Museo de Zoología (MZFC) "Alfonso L. Herrera" (Universidad Nacional Autónoma de México), the Burke Museum (University of Washington), and the Biodiversity Institute (University of Kansas).
DNA was extracted using the Qiagen DNAEasy kit, following the manufacturer's protocols. We amplified and sequenced two mitochondrial markers: partial and complete NADH dehydrogenase subunit 2 (ND2: 605-1041 bp), and the full length of cytochrome C oxidase subunit I gen (COI: 568 bp). We also amplified two nuclear markers: the regions between exons 4 and 5 of the Muscle Skeletal Receptor Tyrosine Kinase gene (MUSK: 628 bp), and a segment comprising the end of exon 6 and the beginning of exon 8 of the Ornithine Decarboxylase gene (ODC: 571). We used primers L5219, H6313, L5758 and H5766 for the amplification of ND2 (Sorenson et al. 1999); primers F1-COI and R2-COI for COI (Chaves et al. 2008); ODC2-F and ODC2-R for ODC (McGuire et al. 2007); and MUSK R3 and MUSK F3 for the amplification of MUSK (McGuire et al. 2007). All PCR products were confirmed on 1% agarose gel, and sequencing reactions were performed by the Washington University Genomics Center. All new sequences have been deposited in GenBank (Accession numbers MZ998668-MZ998740, OK624605-OK624657, OK614044-OK614080, OK618334-OK618361).
Sequences were proofread using Sequencher v.4.8 (Gene Codes Corporation 2007), and aligned with the Clustal W function in BioEdit (Thompson et al. 1994;Hall 1999). We corroborated the mitochondrial origin of our sequences using at least two of the following methods: amplifying/sequencing overlapping gene segments, amplifying/sequencing one region with different primer sets, and sequencing both DNA strands. We found no evidence of contamination of mtDNA sequences.

Phylogenetic analyses, genetic structure and neutrality tests
We used the Bayesian approach implemented in PHASE v.2.1 (Stephens et al. 2001;Stephens and Scheet 2005) to reconstruct haplotypes and avoid heterozygotes in nuclear sequences, selecting the pairs of haplotypes with a posterior probability higher than 0.90. We obtained the models of evolution for each gene using Partition-Finder (Lanfear et al. 2017), using the following parameters: linked branched lengths, greedy search algorithm (Lanfear et al. 2012), and the Bayesian Information Criterion (BIC) for model selection. The phylogenetic analyses were conducted using each locus separately and using the concatenated matrix including nuclear and mitochondrial loci (multilocus). We conducted phylogenetic analysis under Bayesian Inference (BI), using MrBayes 2.0 (Huelsenbeck and Ronquist 2002) in CIP-RES Science Gateway (Miller et al. 2010). Each analysis consisted of four independent chains, random starting trees, and uniform prior distribution of parameters. The chains were run for 30 million generations, sampling trees every 1000 generations. The asymptote was determined visually, 5000 burn-in trees were discarded, and the remaining trees from the plateau phase were used to estimate Bayesian posterior probabilities. We considered that clades were strongly supported if they were present in ~ 95% of the sampled trees (Huelsenbeck and Ronquist 2002;Wilcox et al. 2002). Also, a Maximum Likelihood analysis was conducted using RaxML v.8.0.0 (Stamakis 2014) in CIPRES Science Gateway (Miller et al. 2010), using separate partitions for each locus (see "Results"), with 100 bootstrap replicates.
We defined four different groups, corresponding to allopatric populations from sampled localities of A. rutila (see Fig. 1): (1) Tres Marías Islands, (2) Pacific coast, (3) Chiapas, and (4) Yucatán Peninsula and Central America (hereafter: Tres Marías, Pacific, Chiapas and Yucatán_CA). For the comparison between populations, we specified geographic groups based on the main clades recovered from phylogenetic analysis (concatenated-multilocus), and tested for substructure in Pacific and Yucatán_CA groups (see "Results"). A median-joining network was constructed to visualize the structure of populations, the number of haplotypes, their frequencies, and the relationships among individuals using the program Network 4.5.1.0 (Bandelt et al. 1999). We tested locus neutrality with Fu's Fs (Fu 1997) and Tajima's D (Tajima 1989) metrics in DnaSP v.5 (Librado and Rozas 2009), and obtained the summary statistics for each population. We tested the differentiation hypothesis using an analysis of molecular variance AMOVA and the F ST fixation index using Arlequin 3.1 (Excoffier and Schneider 2006). These analyses are useful for observing population structure, estimating population differentiation directly from molecular data, and testing the hypothesis of differentiation (Excoffier et al. 1992). Additionally, we used STRU CTU RE 2.3.2 (Pritchard et al. 2000) for population assignments under an admixed and LocPrior model (Hubisz et al. 2009), with 10,000 iterations of burn-in and 20,000 MCMC (Markov chain Monte Carlo), for 20 replicates of each K value (from 1 to 6). To evaluate STRU CTU RE results, we used the Evano method to choose K value by ∆K (Evanno et al. 2005), as implemented on the Structure Harvester website (Earl and vonHoldt 2012). Genetic distances were obtained with MEGA under Maximum Likelihood model, with 100 bootstrap replicates (Stecher et al. 2020).

Divergence time estimates
We estimated divergence times with the concatenated matrix using Beast v.2.6.2 (Bouckaert et al. 2019). Different partitions by gene were defined based on Pacheco et al. (2011) for ND2 and COI, Lerner et al. 2011 for ODC, andEllegren (2007) for MUSK. We employed a strict clock and a constant population model as a tree prior. We chose the strict clock model empirically based on data fit, and the constant population model based on our demographic reconstruction (see "Results"). The analysis was run for 200 million generations, sampling every 1000. We used Tracer v.1.7 (Rambaut et al. 2018) to ensure adequate Effective Sample Size (ESS > 200), which was reached for most statistics, with the exception of prior and probability statistics. With TreeAnnotator v. 2.6.2 (Rambaut and Drummond 2013) we discarded the first 25% or trees as burn-in and produced a maximum clade credibility tree with 95% highest probability density intervals. The final tree was visualized in FigTree v.1.4.2 (Rambaut 2014).

Morphometric analysis
We took linear measurements of five morphological traits from 210 study skins housed at the American Museum of Natural History (AMNH) and at the Museo de Zoología "Alfonso L. Herrera" (MZFC). We measured wing chord (WC) and tail length (TL) using an Avinet calibrated ruler to the nearest 0.5 mm; also, we measured culmen length (CL), beak width (BW), and beak height (BH) to the nearest 0.1 mm with a Mitutoyo digital caliper.
We assigned each specimen to geographic groups defined based on the haplotype network (see "Results"; Fig. 1). We performed Mann-Whitney U tests between sexes within each geographic group, with Bonferroni correction to evaluate sexual dimorphism. We also carried out Kruskall-Wallis test with "geographic group" as the grouping variable to assess geographic variation in the measured characters. Finally, we carried out a PCA to visually examine the structure of variation in multivariate space. All statistical analyses were performed in R (R Core Team 2020).

Ecological Niche Modelling under past scenarios and demography
To infer suitability of environmental conditions under past scenarios, we performed projections using Ecological Niche Models. Presence records of A. rutila were downloaded from GBIF (Global Biodiversity Information Facility) and accessed from R via rgbif (https:// github. com/ ropen sci/ rgbif; taxon key: 2476417; https:// doi. org/ 10. 15468/ dl. 7k98v7). These records were cleaned over multiple steps using the following R packages: Coordi-nateCleaner (Zizka et al. 2019), nichetoolbox (Osorio-Olvera et al. 2016), dplyr (Wickham et al. 2020), and raster (Hijmans 2020). We used the sets of bioclimatic layers (current and past) from WorldClim (Hijmans et al. 2005;Braconnot et al. 2007;Booth et al. 2014). Our models for the past were projected onto the Last InterGlacial (LIG: 140-120 kya), the Last Glacial Maximum (LGM: 21 kya), and the Mid Holocene (MH: 6 kya) scenarios. We performed these projections using the continental phylogroups (Pacific coast, Chiapas, and Yucatán and Central America); the Tres Marías group was not included in these analyses due to the low number of occurrence records (n = 3). The selection of bioclimatic variables was based primarily on a principal component analysis, where we considered the most important variables of the first four principal components (from one to three variables), ensuring that no intercorrelated variables were selected (Pearson correlation r < 0.75, Additional file 2: Fig. S1). To define the area of accessibility for the species, we used the ellipsenm R package (Cobos et al. 2020) to delimit the area that contained occurrence points across the distribution of the species with a polygon representing a buffer area of 75 km ("M" area). Models were performed in Maxent v.3.4.1 (Phillips et al. 2021) with regularization multiplier = 2 and with 10 replicates of cross-validation with no extrapolation. To binarize outputs, we took into account the logistic threshold from maximum training sensitivity plus specificity.
We obtained Bayesian Skyline Plots (BSP) using Beast v.2.6.3 (Bouckaert et al. 2019) to infer population dynamics and changes in demography over time. We used the ND2 dataset and performed four different runs: three of them based on geographic groups (Pacific, Chiapas and Yucatán_CA), and one based on the whole A. rutila complex. The Tres Marías group was not included in an independent run because of the lack of informative sites for ND2. We set a GTR + substitution model, a strict molecular clock, a Coalescent Bayesian Skyline as the tree prior, and a Piecewise-constant skyline model (Drummond et al. 2005) with five groups. We used a mutation rate of 0.0145 substitutions per site per lineage per million years for ND2, following Lerner et al. (2011), and ran each analysis through 20 million generations.
According to the topology from the concatenated data set (mitochondrial and nuclear genes) under Bayesian Inference and Maximum Likelihood, A. rutila forms a monophyletic group with respect to A. yucatanensis and A. tzacatl (see Fig. 2). Within A. rutila, three major lineages can be identified: Pacific coast, Chiapas, and Yucatán Peninsula and Central America. There was also a well-supported clade (posterior probability = 0.93) within the Pacific phylogroup, which contained all individuals from the Tres Marías Islands. Within the Yucatán_CA phylogroup, four of the five individuals from Nicaragua grouped together into a well-supported clade (pp = 0.99; bootstrap = 99). The individual phylogenies for mitochondrial loci (ND2 and COI) recovered three major lineages (Pacific, Chiapas, and Yucatán_CA) (see Additional file 2: Fig. S1). However, individual nuclear locus phylogenies did not recover any geographic structure (see Additional file 2: Fig. S1).

Genetic structure and neutrality tests
Deviations from neutrality were rejected for mitochondrial loci (ND2 and COI) and nuclear loci, except for the ODC locus (see Table 1). We found 21 haplotypes for ND2: 9 corresponded to the Pacific group, 9 to the Yucatán-Central America group, 2 to Chiapas, and 1 to the Tres Marías Islands. The Yucatán-Central America group was separated from the rest by 57 mutational steps (Fig. 1). For COI, we found 11 haplotypes in total: 4 corresponded to the Pacific group, 3 to Chiapas, 3 to Yucatán-Central America, and 1 to the Tres Marías Islands (shared with 2 individuals from the Pacific group from Guerrero). The Yucatán-Central America group was  from the rest by 15 mutational steps (Fig. 1). The Pacific coast and Yucatán-Central America groups had the highest haplotype and nucleotide diversity (see Table 2).
The mtDNA genetic distances among groups showed an overall genetic distance of 5.24% for the Pacific group, 5.69% for Chiapas, and 7.52% for the Yucatán_CA group (Table 3). The pairwise F ST fixation indices were all significant and indicated strong population structure of geographic groups for mtDNA data (Table 4). We did not find strong differentiation between the Pacific and its subgroup from Guerrero. However, the Guerrero subgroup showed a more robust differentiation with respect to the Tres Marías group than to the rest of the Pacific subgroup. Substructure was detected within the Yucatán_ CA group, with some Nicaraguan samples (UWBM-6911, UWBM-68991, UWBM-69261, and UWBM-69388) separated from the rest of the group, with an F ST of 0.78549. AMOVA analyses revealed that most of the genetic variation was among geographic groups (96.26%), and there was little variation within populations (3.74%; Table 3). The F ST value from general AMOVA results indicated strong genetic structure and differentiation among populations (F ST = 0.96; Table 5).
The STRU CTU RE analyses detected two genetic groups (K = 2; first-level analysis; See Additional file 3: Figs. S2, S3; Fig. 3). One group comprised all individuals from Sinaloa to Chiapas, including Tres Marías. The second group included the Yucatán Peninsula and Central American individuals. To evaluate potential substructure within these groups, we ran a hierarchically structured    analysis. Individual structure analyses for the first group revealed two genetic groups (K = 2), with no ancestral mixing between them. One group was composed of individuals from Chiapas and the second group recovered all of the Pacific clade including Tres Marías individuals. The substructure within the Yucatán_CA group recovered two groups (K = 2). One group included samples from western Nicaragua and three samples from Yucatán. The second group included one sample from western Nicaragua, one sample from Guatemala and the rest of the Yucatán Peninsula individuals.

Divergence time estimates
Divergence times estimated that the A. rutila complex split from its sister clade around 9.4 million years before present (Myr BP) (95% highest posterior density [HPD] 8.04-10.87; Fig. 4), while the A. rutila complex root was dated 7.05 Myr ago (95% HPD 5. 88-8.29). This estimate also corresponds to the split between the two main clades: (1) Pacific + Tres Marías and Chiapas, and (2)    The crown node for the Yucatán_CA clade emerged 1.98 Myr BP (95% HPD 1.42-2.6 Ma). Internal clades in the Yucatán_CA group were detected by Beast analysis, but they had weak node support, with the exception of the Nicaragua clade, which had intermediate support (0.7 posterior probability) and a date of 0.12 Myr BP (95% HPD 0.03-0.25 Ma).

Morphometrics
We found minor sexual dimorphism in this species. Females were slightly but statistically significantly smaller than males in two body size variables we measured (WC, W = 2196.5, p < 0.001; TL, W = 2194, p < 0.001). However, the effect sizes were very small, so we carried out subsequent tests of geographic variation with both sexes pooled together.

Ecological Niche modelling onto past scenarios and demography
We obtained a total of 445 presence records for A. rutila after filtering steps. The number of occurrence points for each group was: (1) Pacific: 144 records, (2) Chiapas: 20 records, and (3) Yucatán_CA: 281 records. The results of the PCA of climate variables for the whole complex showed that the first four principal components explained most of the variation (88%, see Additional file 4: Fig. S4). According to these results and correlation values, we selected the follow- Also, for the projections in the Yucatán_CA group, suitable areas were predicted where the Pacific and Chiapas groups now occur. The most conservative projections for suitable habitats were recovered when the Chiapas group was modeled. Past projections revealed a reduction of suitability during LGM and an increase during MH periods in all cases. During the LIG period, the Pacific showed continuous suitable habitat along the Pacific coast to Central America. In LIG projections for Chiapas and Yucatán_CA, no suitable conditions were recovered (see Additional file 5: Figs. S5, S6).
The BSP results showed that population dynamics and demography in the A. rutila complex have been generally constant over time with a notable population reduction close to the present. Effective population size patterns showed a stationary trend in the geographic groups analyzed (Pacific, Chiapas, Yucatán_CA), with recent population reductions in the Pacific and Chiapas groups, and a reduction followed by a slight increase towards the present in the Yucatán_CA group (see Additional file 5: Figs. S5, S6).

Genetic variation and phylogeographic pattern
We found both deep and shallow genetic differentiation throughout the geographic distribution of A. rutila. The lineages corresponding to the Pacific clade (pp = 0.99), Chiapas (pp = 0.99) and the Yucatán Peninsula-Central America (pp = 0.99) show deep structuring according to genetic distances, F ST index, AMOVA, haplotype network, multilocus phylogeny and mtDNA phylogenies.
Within the Pacific clade, we can distinguish clear structure for Tres Marías Islands individuals with a monophyletic clade (pp = 0.94; geographically isolated), F ST index, one haplotype for ND2 locus, and one haplotype for COI (shared with two samples from Guerrero); however, the structure analysis shows mixed ancestries between the Tres Marías Islands and Continental samples. Similarly, a multilocus phylogeny suggests a shallow substructure in the Yucatán Peninsula-Central America clade for West Nicaraguan samples (pp = 0.99), which share ancestry with some samples from Yucatán. Despite minor differences in median-joining networks based on the ND2 versus COI markers (Fig. 1), the geographic groups had no shared haplotypes, with the exception of one haplotype that was shared between the Tres Marías group and three individuals from the Pacific group (COI marker). The information from nuclear genes that was included to construct the multilocus phylogenetic tree (see Additional file 2: Fig. S1) did not weaken the pattern found using mtDNA; the multilocus phylogeny maintained the same geographic structure with high node support values (posterior probabilities and bootstrap values), even of the retained ancestral polymorphisms, favored by nuclear signal and its reduced substitution rates compared to mtDNA (Moore 1995). A. rutila belongs to the third youngest subclade of nine Trochilidae subfamilies, known as the Emeralds (Bleiweiss et al. 1997;McGuire et al. 2007McGuire et al. , 2014. The tempo and mode of evolution in the hummingbird higher clades has been considered to be the product of a series of historical events including colonizations, extinctions, recolonizations, and the influence of mountain chain uplift, resulting in the radiation of highland species and the establishment of lowland taxa (Bleiweiss 1998;McGuire et al. 2014). Therefore, timing is crucial to understanding phylogeographic patterns in A. rutila. This complex split from its sister group 7.05 Myr BP (95% HPD 5. 88-8.29 Myr BP), and the four main clades reported here arose 3.99-0.20 Myr BP. During the late Miocene, Pliocene and Pleistocene, Middle American biological diversity was influenced by several major processes. One is the uplift of major mountain chains, which generated geographic barriers and created open niches in high-altitude and lowaltitude habitats that favored diversification (McCormack et al. 2008). Biodiversity was also influenced by the climatic changes of Pleistocene climatic oscillations, which created a mosaic of habitats that resulted in isolated populations.
The Tres Marías phylogroup is embedded in the larger Pacific clade with a node origin dated 0.20 Myr BP (95% HPD 0.6-0.44 Myr BP); this incomplete separation is a pattern that has been reported in other birds at early stages of speciation (e.g. Cortés-Rodríguez et al. 2008). STRU CTU RE analysis did not recover substructure for Tres Marías individuals or any Pacific samples. However, the ∆K selection method has been previously shown to underestimate population structure (Janes et al. 2017). Results of the AMOVA and F ST index suggest incipient population structure, and haplotype networks showed a clear differentiation at the population level. Additionally, the Tres Marías group was the most morphologically distinct compared to the other groups. The Pacific clade is represented as a polytomy in the resulting phylogenetic tree, and some clades are recovered within it but with no node support (see Additional file 2:  -Cortés et al. 2014). Those studies found that the main forces acting as drivers of divergence were the presence of geographic and ecological barriers, as well as historical habitat fragmentation. This is not the case for A. rutila along the Pacific coast, since no structured pattern was found. There are two possible explanations for this lack of geographic substructure. First, small sample sizes may cause some haplotypes to be missing, since we found many intermediate haplotypes. Another explanation is an incipient substructure produced by short periods of isolation during the Pleistocene. The age of the Pacific clade is 1.65 Myr BP (95% HPD 0.81-1.81), and the age ranges estimated for subclades are 1.32 to 0.20 Myr BP, which corresponds with Pleistocene cycles. Thus, these mixed haplotypes could be the result of short periods of isolation during the LGM with secondary contact at the LIG and the present. This idea is supported by the LGM Pacific projections (see Additional file 5: Figs. S5, S6) and BSP analysis (Additional file 6: Fig. S7). In contrast, STRU CTU RE hierarchical analysis did not show different groups within the Pacific Clade (Fig. 2).
The Chiapas clade is well defined, supported by genetic distance (5.69%) and F ST values (0.97-1.00). This region east of the Isthmus of Tehuantepec is mainly influenced by historical events between the middle and late Pliocene and marine transgressions and regressions during the late Pliocene (Barber and Klicka 2010;Peterson et al. 2010). In general, the Isthmus of Tehuantepec represents a geographic barrier for highland bird species (e.g. Zamudio-Beltrán and Hernández-Baños 2018), but not for lowland species. However, some phylogeographic studies of lowland birds have described the influence of this low altitude zone (e.g. Campylorhynchus rufinucha: Vázquez-Miranda et al. 2009). According to our time-calibrated tree, the Chiapas clade separated during Pleistocene climatic fluctuations ~ 760 kyr BP (95% HPD 0.43-1.15 Ma), as there was a disruption of suitable conditions during the Last Glacial Maxima across the Isthmus of Tehuantepec (see Fig. 5). The Yucatán Peninsula and Central America clade also represents an independent entity, separated by 57 and 15 mutational steps, respectively, in the ND2 and COI trees (see Fig. 1), assuming low levels of gene flow, with an origin 1.98 Myr BP (95% HPD 1.42-2.6 Myr BP). This genetic signal of isolation from the other groups may be influenced by the geographic distance and differences in environmental spaces. The Pacific and Chiapas group are distributed along the tropical deciduous forest belt, which has marked dry and rainy seasons and has been repeatedly identified as a distinct biogeographical province (i.e. Gordon and Ornelas 2000), while the Yucatán Peninsula has moderately pronounced dry and rainy seasons with relatively constant average temperature throughout the year (Paynter 1955). Also, our ENM past projections suggest periods of habitat contractions, during which populations from the Yucatán Peninsula and Central America could have been closer from each other (LGM MIROC, see Additional file 5: Figs. S5, S6), followed by periods of isolation. Although A. rutila is allopatrically distributed in the Yucatán Peninsula and Central America, the studied individuals were placed in a single group. This link between individuals close to the Yucatán Peninsula and Central America was also found in A. tzacatl (Miller et al. 2011), in which populations in Tabasco (Mexico), Belize, Honduras, and Costa Rica shared several haplotypes despite the long distances between them, and the most differentiated populations were the southernmost populations in Panama. The periods of isolation mentioned above combined with demographic decreases (see BSP results) could explain the shallow substructure found in the West Nicaragua samples (pp = 0.99). However, our STRU CTU RE analysis shows a mixed ancestry between those samples and some Yucatán individuals (Fig. 2).
The influence of Pleistocene climatic fluctuations on processes of diversification and incipient speciation have been reported for many birds (e.g.  Ornelas et al. 2014), may have depended less on these climatic conditions. However, for events traced after this period, the rapid changes in climate cycling were crucial (Bleiweiss 1998). Furthermore, phylogeographic patterns of species sharing (totally or partially) the geographic distribution of A. rutila show similarities (e.g. Turdus rufopalliatus: Montaño-Rendón et al. 2015;Ortíz-Ramírez et al. 2018;de Silva et al. 2020). In general, the diversification processes have resulted from a variety of events, sharing the explanations of an intricate orographic history, climatic fluctuations during the Pleistocene, and thus low signals of gene flow favored by the isolation of populations due to distance or historical refuges.

Morphometrics
Our results showed little variation among the continental phylogroups of this species in the morphological characters we measured, despite A. rutila's large geographic range. However, the Tres Marías Islands phylogroup is larger than the continental phylogroups in four out of five measurements (Fig. 3). This is consistent with several other avian species from Tres Marías (Grant 1965) and is a clear example of the "Island Rule" (van Valen 1973;Lomolino 1985;Clegg and Owens 2002;Boyer andJetz 2010, Benítez-López et al. 2021). This shift in body size has been attributed to changes in thermal ecology (Clegg and Owens 2002), as the Tres Marías Islands are significantly drier and warmer than the continental habitat of the species. However, dramatic divergence in body size can be the result of geographic isolation independent of environmental pressure (Seeholzer and Brumfield 2018). This divergence in body size with relatively similar beak sizes suggest that beak morphology might be more tightly constrained than body size due to this species' feeding ecology.

Implications for taxonomy
We present a taxonomic proposal for the A. rutila complex based on the recovery of four independent clades with high support values corresponding to natural geographic groups.
Our results support the first differentiated clade, A. r. graysoni, distributed in the Tres Marías Islands (Nayarit, Mexico). This differentiation was also confirmed by our morphometric analyses, which showed that the Tres Marías Islands population is the largest morphotype. A. r. graysoni was first suggested as an independent species by Ridgway (1901), who described Amazilia graysoni (Grayson's Hummingbird) as a separate species similar in coloration to A. rutila, but darker and much larger. Then following the alternative phylogenetic/evolutionary species taxonomy of the Mexican avifauna, Navarro-Sigüenza and Peterson (2004) proposed A. r. graysoni as an independent evolutionary species, which is morphologically distinct in size and coloration from the rest of the subspecies within A. rutila. The proposal of elevating this taxon to species level has been discussed recently (de Silva et al. 2020). The destruction of native habitat, the introduction of exotic species, and reduced population sizes increase the vulnerability of birds on the Pacific Islands of Mexico and must be immediately addressed in conservation policies (Hahn et al. 2012;de Silva et al. 2020).
The second differentiated clade corresponds to the group distributed along the Pacific coast. Within this second group, two subspecies have been described (A. r. rutila and A. r. diluta), which, according to our results, are not observable as separate groups. Therefore, we propose that the Pacific coast phylogroup be represented by A. r. rutila (the first named).
The third phylogroup is distributed in Chiapas, Mexico (east of the Isthmus of Tehuantepec). This group corresponds to A. r. corallirostris, which is distributed from south and southeastern Mexico to Costa Rica. The Chiapas phylogrouop is distributed in an important and well-studied main fauna region, considered an area of endemism in western Mexico with one of the highest values of avian species richness (Peterson and Navarro 2000;García-Trejo and Navarro-Sigüenza 2004).
Finally, the fourth independent group corresponds to the clade of the Yucatán Peninsula-Central America, the most genetically differentiated (7.52%), which also corresponds to A. r. corallirostris. According to our results, A. r. corallirostris is a polyphyletic subspecies, since it is composed of two independent groups. A. r. corallirostris was described by Bourcier and Mulsant (1846) with specimens from Escuintla, Guatemala. Therefore, the name A. corallirostris should be applied to the Yucatán-CA clade (Ridgway 1901). This left the Chiapas group without a name, but specimens from Huehuetán, Chiapas were described under A. cinnamomea saturata by Nelson in 1898, and this name was later considered a synonym of A. r. corallirostris (Ridgway 1901). As a consequence, the Chiapas lineage could be named A. saturata (Nelson 1898).

Conclusions
The evolutionary hypothesis of diversification within this group is of geographic isolation (limited gene flow), differences in current environmental conditions, and historical habitat fragmentation promoted by past scenarios (Pleistocene refuges). The A. rutila complex consists of four well-defined clades that, in our opinion, merit taxonomic reevaluation. Our data suggest that A. r. graysoni (Tres Marías Islands) as well as A. r. rutila (Pacific coast) should be considered full species. The other two strongly supported clades are: (a) the Chiapas group (southern Mexico), and (b) the populations from Yucatán Peninsula and Central America. These clades belong to the A. rutila corallirostris taxon as currently defined. We propose that this group be split and renamed as two species: A. saturata for the Chiapas group and A. corallirostris for the Yucatán Peninsula and Central America group.