Research Article |
Corresponding author: Frédéric Grandjean ( frederic.grandjean@univ-poitiers.fr ) Academic editor: Aaron Bauer
© 2022 Michel Breuil, David Schikorski, Barbara Vuillaume, Ulrike Krauss, Jennifer C. Daltry, Glenroy Gaymes, Joanne Gaymes, Olivier Lepais, Nicolas Bech, Mišel Jelić, Thomas Becking, Frédéric Grandjean.
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Citation:
Breuil M, Schikorski D, Vuillaume B, Krauss U, Daltry JC, Gaymes G, Gaymes J, Lepais O, Bech N, Jelić M, Becking T, Grandjean F (2022) Iguana insularis (Iguanidae) from the southern Lesser Antilles: An endemic lineage endangered by hybridization. ZooKeys 1086: 137-161. https://doi.org/10.3897/zookeys.1086.76079
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The newly described horned iguana Iguana insularis from the southern Lesser Antilles is separated in two easily recognized subspecies: I. insularis sanctaluciae from St. Lucia and I. insularis insularis from the Grenadines. Its former description is completed by the use of 38 new samples for genetic and morphological analysis. Seventeen microsatellites were used to estimate genetic diversity, population structure and the level of introgression with other Iguana species over nearly the whole range of the species. ND4 and PAC sequences were also used to better characterize hybridization and to complete the description of this lineage. The I. insularis population of St. Vincent shows a high level of introgression from I. iguana whereas in the Grenadines, most islands present pure insularis populations but several show evidence of introgressions. Of the two remaining populations of I. insularis sanctaluciae, only one is still purebred. The recent identification of this and other distinct insular species and subspecies in the eastern Caribbean, and evaluation of where hybridization has occurred, are timely and important because the native iguanas are in urgent need of conservation action. Among the greatest threats is the ongoing human-mediated spread of invasive iguanas from Central and South America, which are destroying the endemic insular lineages through multiple diachronic introgression events.
Caribbean, Iguana insularis insularis, Iguana insularis sanctaluciae, introgression, invasive alien species, microsatellites, ND4, PAC
Resolving taxonomic or phylogenetic uncertainties and delineating management units according to the genetic characteristics of populations are important in conservation biology (
The range of the Iguana iguana complex sensu
The iguanas used by
Based on both genetic and morphological data, five species are now recognized (
A distribution of the five Iguana species recognized by
The newly described horned insular iguana Iguana insularis from the southern Lesser Antilles is separated in two subspecies, I. insularis sanctaluciae from St. Lucia and I. insularis insularis from the Grenadines. The first descriptions of these taxa were supported by, morphology, including scales and color, and genetic criteria (
The present paper adds distribution and genetic data from a further 34 individuals sampled from 20 Grenadine Islands and, for the first time, four specimens from St. Vincent. Seventeen microsatellites were used to estimate genetic diversity, population structure and differentiation between the two subspecies as well as the level of introgression with other Iguana species. In addition, both the mitochondrial ND4 and nuclear gene PAC sequences were obtained to gain valuable additional information on genetic variation and hybridization within Iguana insularis. This work aims to inform conservation strategies to preserve the genetic integrity of purebred populations of both subspecies, I. insularis insularis and I. insularis sanctaluciae.
A total of 24 islands and islets were surveyed in St. Vincent and the Grenadines, of which 19 were confirmed to have iguanas. In the Grenadines, the islands surveyed by JD, GG, JG, and colleagues were Union, Tobago Cays, Petit St. Vincent, Canouan and adjacent islands from 5–8 August 2018; Bequia, Battowia Group and adjacent islands from 15–16 August 2018; Bequia alone on 30 August 2018; and Mustique and its adjacent islands on 20 and 21 August 2018. Petit Canouan, Petit Nevis, Isle à Quatre, Pigeon (Ramier) and Mustique were visited between 10–15 September 2019 (Fig.
Distribution of iguanas in the Grenadine Islands (modified from
The iguanas were captured by hand or with a noose. Measurements (snout-vent length and total length) and photographs were taken. Tissue samples (tail tip or shed skin) were collected and preserved in 70% ethanol. The procedure was done as quickly as possible, and the iguanas were released back in their habitat. Photographs were also taken of individuals that evaded capture. Iguanas observed and/or caught in St. Vincent and the Grenadines were identified by using the suite of morphological traits recognized as diagnostic by
For this genetic study, we took biopsies from 34 iguanas from 15 Grenadine Islands and four iguanas from St. Vincent. These 38 samples were genotyped using 17 microsatellite markers amplified as described by
These individuals were considered to belong to one group according to the description of
Localities | Taxa | Sample size |
---|---|---|
French Guiana | iguana | 7 |
St. Lucia (South West) | rhinolopha | 7 |
St. Lucia (Grand Anse) | hybrid# | 4 |
St. Lucia (Louvet) | sanctaluciae | 13 |
St. Vincent (Kingstown) | hybrid# | 4 |
Grenadines (Battowia) | insularis | 3* |
Grenadines (Balliceaux) | insularis | 1* |
Grenadines (Petit Nevis) | insularis | 1* |
Grenadines (Pigeon) | insularis | 2* |
Grenadines (Mustique) | insularis | 4* |
Grenadines (Petit Canouan) | insularis | 3* |
Grenadines (Canouan) | insularis | 1* |
Grenadines (L'Islet) | insularis | 2* |
Grenadines (Tobago Cays: Baradal) | insularis | 4* |
Grenadines (Tobago Cays: Jamesby) | insularis | 4* |
Grenadines (Tobago Cays: Petit Bateau) | insularis | 2* |
Grenadines (Tobago Cays: Petit Rameau) | insularis | 2* |
Grenadines (Union Island) | insularis | (3* + 1) |
Grenadines (Palm Island) | insularis | 3 |
Grenadines (Petit St. Vincent) | insularis | 2* |
Montserrat | melanoderma | 11 |
Saba | melanoderma | 6 |
For these analyses, we used microsatellite data from the first four iguanas captured in the Grenadines (I. insularis insularis from Union and Palm Islands) in 2018, 17 iguanas from northeast St. Lucia corresponding to I. insularis sanctaluciae, seven I. rhinolopha collected from southwest St. Lucia (where this species is an invasive alien), seven I. iguana from French Guiana (see
Summary of the genetic diversity parameters for each locus and each locality.
Loci | Parameters | Groups of individuals | |||||||
---|---|---|---|---|---|---|---|---|---|
iguana French Guiana | rhinolopha St. Lucia | Hybrid St. Lucia Grand Anse | sanctaluciae St. Lucia Louvet | insularis St. Vincent and the Grenadines | melanoderma (Montserrat) | melanoderma (Saba) | All | ||
n = 7 | n= 7 | n = 4 | n = 13 | n = 42 | n = 11 | n = 6 | 90 | ||
L2 | He | 0.262 | 0.476 | 0.583 | 0.000 | 0.587 | 0.245 | 0.000 | 0.320 |
Ar | 1.505 | 1.789 | 1.929 | 1.000 | 2.195 | 1.470 | 1.000 | 2.318 | |
Fis | -0.091 | 1.000 | 0.571 | NA | 0.716 | -0.111 | NA | 0.428 | |
L3 | He | 0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Ar | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.29 | |
Fis | NA | NA | NA | NA | NA | NA | NA | NA | |
L5 | He | 0.524 | 0.690 | 0.750 | 0.000 | 0.000 | 0.364 | 0.333 | 0.380 |
Ar | 1.915 | 2.538 | 2.643 | 1.000 | 1.000 | 1.674 | 1.576 | 1.666 | |
Fis | -0.091 | -0.448 | 0.000 | NA | NA | -0.250 | 1.000 | 0.042 | |
L6 | He | 0.524 | 0.429 | 0.583 | 0.000 | 0.260 | 0.564 | 0.2 | 0.366 |
Ar | 1.869 | 1.789 | 1.971 | 1.000 | 1.522 | 2.154 | 1.400 | 2.218 | |
Fis | 0.727 | -0.333 | 0.143 | NA | 0.634 | 0.355 | 0.000 | 0.254 | |
L8 | He | 0.262 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0.109 |
Ar | 1.505 | 2.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.117 | |
Fis | -0.091 | 0.000 | NA | NA | NA | NA | NA | -0.046 | |
L9 | He | 0.607 | 0.619 | 0.583 | 0.000 | 0.675 | 0.672 | 0.717 | 0.553 |
Ar | 2.326 | 2.181 | 1.971 | 1.000 | 2.478 | 2.507 | 2.461 | 2.652 | |
Fis | -0.412 | 0.308 | 0.143 | NA | 0.577 | 0.256 | 0.535 | 0.235 | |
L13 | He | 0.000 | 0.000 | 0.583 | 0.000 | 0.266 | 0.000 | 0.000 | 0.121 |
Ar | 1.000 | 1.000 | 1.971 | 1.000 | 1.496 | 1.000 | 1.000 | 1.866 | |
Fis | NA | NA | 0.143 | NA | 0.373 | NA | NA | 0.258 | |
L14 | He | 0.143 | 0.000 | 0.250 | 0.091 | 0.157 | 0.467 | 0.683 | 0.256 |
Ar | 1.286 | 1.000 | 1.500 | 1.182 | 1.308 | 1.845 | 2.434 | 1.995 | |
Fis | 0 | NA | 0 | 0 | 0.546 | -0.5 | 0.024 | 0.012 | |
L15 | He | 0.679 | 0.357 | 0.250 | 0.000 | 0.092 | 0.091 | 0.000 | 0.210 |
Ar | 2.426 | 1.670 | 1.500 | 1.000 | 1.180 | 1.182 | 1.000 | 1.806 | |
Fis | 0.158 | -0.200 | 0.000 | NA | 0.484 | 0.000 | NA | 0.088 | |
L16 | He | 0.143 | 0.733 | 0.000 | 0.000 | 0.175 | 0.000 | 0.000 | 0.150 |
Ar | 1.286 | 2.461 | 1.000 | 1.000 | 1.335 | 1.000 | 1.000 | 1.452 | |
Fis | 0.000 | 0.773 | NA | NA | 0.457 | NA | NA | 0.410 | |
L17 | He | 0.488 | 0.548 | 0.750 | 0.000 | 0.184 | 0.000 | 0.000 | 0.281 |
Ar | 1.955 | 1.915 | 2.557 | 1.000 | 1.367 | 1.000 | 1.000 | 2.236 | |
Fis | 0.415 | 0.478 | 0.333 | NA | 0.736 | NA | NA | 0.491 | |
L18 | He | 0.533 | 0.381 | 0.000 | 0.000 | 0.177 | 0.403 | 0.000 | 0.213 |
Ar | 1.939 | 1.670 | 1.000 | 1.000 | 1.335 | 1.810 | 1 | 1.978 | |
Fis | -0.250 | 0.625 | NA | NA | 1.000 | 0.448 | NA | 0.456 | |
L19 | He | 0.524 | 0.000 | 0.750 | 0.000 | 0.218 | 0.650 | 0.533 | 0.382 |
Ar | 1.930 | 1.000 | 2.643 | 1.000 | 1.428 | 2.381 | 1.919 | 2.172 | |
Fis | -0.364 | NA | 0.000 | NA | 0.344 | -0.119 | 0.063 | -0.015 | |
L20 | He | 0.655 | 0.524 | 0.750 | 0.000 | 0.198 | 0.445 | 0.000 | 0.367 |
Ar | 2.411 | 1.915 | 2.557 | 1.000 | 1.383 | 1.809 | 1.000 | 2.422 | |
Fis | -0.091 | -0.091 | 0.333 | NA | 0.759 | -0.429 | NA | 0.096 | |
L23 | He | 0.821 | 0.350 | 0.750 | 0.000 | 0.296 | 0.000 | 0.200 | 0.345 |
Ar | 2.921 | 1.667 | 2.643 | 1.000 | 1.616 | 1.000 | 1.400 | 2.454 | |
Fis | 0.304 | -0.143 | 0 | NA | 0.239 | NA | 0.000 | 0.080 | |
L24 | He | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Ar | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | |
Fis | NA | NA | NA | NA | NA | NA | NA | NA | |
L25 | He | 0.000 | 0.000 | 0.750 | 0.520 | 0.000 | 0.000 | 0.303 | 0.315 |
Ar | 1.000 | 1.000 | 2.643 | 1.904 | 1.000 | 1.000 | 1.576 | 2.089 | |
Fis | NA | NA | 0.000 | -1.000 | NA | NA | 1.000 | -0.152 | |
All | He | 0.363 | 0.330 | 0.431 | 0.036 | 0.193 | 0.229 | 0.174 | 0.257 |
Ar | 1.722 | 1.623 | 1.855 | 1.063 | 1.391 | 1.461 | 1.339 | 1.925 | |
Fis | 0.038 | 0.198 | 0.118 | -0.846 | 0.583 | -0.017 | 0.432 | 0.288 |
We computed pairwise fixation index (Fst) values between groups of individuals (
We conducted a Discriminant Analysis of Principal Components (DAPC) in the adegenet package (
At the individual level, we also accessed the genetic structure using the Bayesian approach implemented by the software STRUCTURE (
The best number of clusters was determined using the hierarchical approach delta K method (
ND4 sequences were obtained from 14 individuals from St. Vincent and the Grenadines following the methods of
This analysis confirms the presence of Grenadines pink rhino iguanas (I. insularis insularis) on the following Grenadine Islands (listed from north to south): Bequia, Petit Nevis, Isle à Quatre, Pigeon Island, Battowia, Baliceaux, Mustique, Petit Canouan, Canouan, L’Islet, Catholic Island, Mayreau, Baradal, Jamesby, Petit Bateau, Petit Rameau, Union Island, Palm Island, Frigate Rock, and Petit Saint Vincent (Fig.
All the iguanas captured and/or photographed from the Grenadines showed characteristics consistent with I. insularis insularis (
Photographs of three adult male Iguana insularis insularis on the Tobago Cays (Grenadine Islands). A IGU105 (Baradal). This male has the typical coloration of I. insularis insularis with faint black banding, eye with visible white area, nasal horns, small subtympanic plate and very few and small tubercles on the neck, but also presents atypical sublabial scales and conical scales on the nape B IGU112 (Petit Rameau) is a typical older male I. insularis insularis, with no black bands on the body (not shown in this photograph) C IGU110 (Petit Bateau) has a body with small and narrow ventral black bands and numerous black scales on the body. 1. relatively small subtympanic plate 2. mosaic of small scales 3. very low to low number of small neck tubercles 4. lateral and median horns 5. white visible in the eye. 6. brown eye 7. light cream coloration in old adults; green in juveniles and younger adults 8. light dewlap with some black scales (C) 9. small number of small gular spikes (not always visible on the photographs) 10. light body with different degrees of persistence of black stripes 11. light and high dorsal spikes with a pink or orange hue.
A Iguana insularis sanctaluciae hatchlings (northeast Saint Lucia) B hatchling I. insularis insularis (IGU143, Union Island, Grenadines). The I. insularis hatchlings in both A and B show strong dark green to light green banding on the body and the tail, with a white mark at the scapular level C hatchlings alien I. rhinolopha in Florida. These iguanas have a nearly uniform green body with only some brown narrow banding on the body.
Three out of the four iguanas captured on St. Vincent (Kingstown Botanical Garden) were photographed (Fig.
Hybrid iguanas IGU139 A and IGU141 B from the island of St. Vincent. (see text for more information) 1. medium (B) to large subtympanic plate (A) 2. mosaic of small scales 3. low number of small neck tubercles 4. no horn (A) or very short horns (B) 5. no white visible in the eye 6. yellowish-brown eye (A) or light brown eye (B) 7. grey-green coloration (A, B) or green-black coloration (B). None of these morphological features conform with the characteristics of I. insularis insularis.
No linkage disequilibrium was detected after applying a Bonferroni correction (p-value threshold after Bonferroni adjustment, P = 0.0005). Only eight of the 105 groups of individuals/locus combinations deviated significantly from Hardy-Weinberg expectations (adjusted p-value threshold after Bonferroni adjustment, P = 0.0004). These deviations occurred only for populations of I. insularis and likely resulted from a Walhund effect because the individuals came from different Grenadine islands and likely displayed different genetic signatures. All microsatellite loci were polymorphic with an allelic richness (Ar) ranging from 1 to 2.921 and a genetic diversity (He) ranging from 0 to 0.821 across groups of individuals (Table
Results revealed significant genetic differentiation between groups of individuals (mean Fst value = 0.55) (Table
Comparison of Fst values for each pairwise group of individuals (below diagonal) and their significance (above diagonal). P-value threshold after Bonferroni adjustment, P = 0.0024. NS = not significant; * = significant. Mean Fst values: 0.55. The iguanas of St. Vincent were included in the group insularis according to their geographical origin but are hybrids as this was discovered by this work.
1 | 2 | 3 | 4 | 5 | 6 | 7 | ||
---|---|---|---|---|---|---|---|---|
1 | Iguana iguana French Guiana | – | NS | NS | * | * | * | NS |
2 | I. rhinolopha St Lucia | 0.53 | – | NS | NS | * | NS | NS |
3 | Hybrid St Lucia Grand Anse | 0.26 | 0.45 | – | NS | * | * | NS |
4 | I. insularis sanctaluciae St Lucia Louvet | 0.74 | 0.82 | 0.54 | – | * | * | * |
5 | I. insularis insularis St Vincent and the Grenadines | 0.53 | 0.72 | 0.38 | 0.34 | – | * | * |
6 | I. melanoderma Montserrat | 0.38 | 0.63 | 0.45 | 0.81 | 0.64 | – | * |
7 | I. melanoderma Saba | 0.46 | 0.66 | 0.50 | 0.87 | 0.71 | 0.11 | – |
Discriminant Analysis of Principal Components (DAPC). A variation of the Bayesian Information Criterion (BIC) as a function of the assumed number of genetic clusters (K) B scatterplot representing individual (dots) and clusters (inertia ellipse) location in the principal component space C correspondence between species determination (in line) and genetic cluster (in column). The taxa names refer to species level for all them except for insularis and sanctaluciae which are the two subspecies of Iguana insularis. Hybrid refers to the population of St. Vincent.
Hierarchical Structure analysis: A delta K method estimating that the uppermost hierarchical structure is composed of two main genetic clusters B corresponding barplot showing each individual as a vertical bar where each color corresponds to the admixture coefficient of the inferred genetic clusters; additional analyses within each of these two genetic clusters C-F showed that the first genetic cluster is composed of three genetic clusters (C, D) and the second one of two genetic clusters (E, F) totalizing an overall number of five genetic clusters across the whole dataset G genetic distance tree between genetic clusters based on the allele frequencies divergence among clusters H.
Moreover, the twenty independent runs implemented in the structure and structure harvester software revealed the highest mean likelihood for K = 2 genetic clusters (Fig.
Of 14 individuals from St. Vincent (n = 3) and the Grenadine Islands (n = 11) sequenced for ND4 for this study, the haplotype of St. Lucia AF217782 identified by
The ND4 haplotype AF217782 identified by
All the sequenced iguanas from the Grenadines (n = 10) had the same endemic haplotype of the PAC gene (JN811117) as the one found in Louvet (St. Lucia) by
The haplotype (JN811117) of the PAC gene identified by
All 34 iguanas sampled on 15 islands across the Grenadines during the present survey were identified as I. insularis insularis and their morphology reinforced the assertion by
Results from microsatellites from the 34 new samples from the Grenadines were found to be in accordance with morphological data. This study confirms the presence of Iguana insularis insularis on multiple Grenadine Islands based on genetic data. Both STRUCTURE and DAPC genetic analyses confirmed there is a clear differentiation between I. insularis insularis and I. insularis sanctaluciae (which was reported by
While I. insularis sanctaluciae is restricted to St. Lucia (
One of the challenges to elucidating the natural ranges of iguanas in this region is that they are often transported by people. For example, it is common practice for hunters to collect live iguanas from the Grenadines to sell as bushmeat on St. Vincent and Grenada during the hunting season from October through January (GG, pers. obs.).
Our samples from Battowia, Baliceaux, and Petit Canouan (Grenadine Islands) showed evidence of introgression of I. insularis insularis by South American I. iguana. Similar observations were reported by
While I. insularis insularis is considered endemic to the Grenada Bank (which includes the Grenadines) and I. insularis sanctaluciae is endemic to St. Lucia,
We have not found any genetic or morphological signs of I. delicatissima in the iguanas from St. Vincent and the Grenadines. Conversely, in one population sampled on St. Lucia (Grand Anse, n = 4),
As a result of both deliberate and accidental transportation, invasive alien iguanas (I. iguana and I. rhinolopha) and their fertile hybrids are now widely scattered across the Eastern Caribbean and pose a serious threat to all remaining indigenous populations of I. insularis, I. melanoderma and I. delicatissima (
These findings have important implications for conserving I. insularis. Most of the known populations are small, fragmented and exposed to multiple anthropogenic threats in addition to the alien iguanas. St. Lucia’s native population (subsp. sanctaluciae) is severely depleted and restricted to northeast St. Lucia, where it is under immense pressure from habitat loss, illegal poaching for bushmeat and the international pet trade, and feral and invasive alien mammals. Furthermore it faces a rising population of invasive alien I. rhinolopha that is spreading from southwest St. Lucia (
The situation looks somewhat brighter in the Grenadines, where the native iguanas (subsp. insularis) still occupy at least 21 of the 35 named islands. Unfortunately, most of these sites are very small and unprotected, and there is little to prevent incursions of alien iguanas from St. Vincent or Grenada, especially during the hunting season when live iguanas are openly transported between islands. Evidence of past hybridization with I. iguana was detected on several islands. Other threats observed during our field surveys included invasive alien cats, dogs, and rats (which prey on iguanas and eggs), domestic goats (which destroy vegetation), and bushfires (including the near-annual fires on Petit Canouan lit by seabird egg-collectors) (
The microsatellites used in this study clearly show the uniqueness of the insularis lineage compared to other representative populations in the Iguana iguana complex. Furthermore, comparison of the two subspecies of insularis, in a broader geographic context (
All of these genetic data (unique PAC and ND4 haplotypes) also confirm the uniqueness of the iguana populations of the southern Lesser Antilles, which were first identified by
The current range of the southern Antilles horned iguana Iguana insularis includes St. Lucia (subsp. sanctaluciae) and at least 21 islands in the Grenadines (subsp. insularis). The first descriptions of these taxa were informed by genetic analysis of a relatively large number of individuals from St. Lucia but only four from the Grenadines (
Despite having only recently been described, Iguana insularis faces multiple threats, including unsustainable hunting, habitat loss and invasive alien species, including alien iguanas. While purebred I. insularis insularis populations survive on several islands in the Grenadines, our results reveal evidence of hybridization with I. iguana, an invasive alien species from South America, and I. rhinolopha from Central America. The I. insularis population of St. Vincent shows a high level of introgression from I. iguana, while on St. Lucia, a growing population of invasive Central American I. rhinolopha endangers the remnant population of I. insularis sanctaluciae. Experiences from other islands suggest that both invasive alien species are capable of driving native iguana to extinction through competition and introgression. Stronger protection of I. insularis is required throughout its range, coupled with concerted efforts to curb the spread of alien iguanas, I. iguana and I. rhinolopha.
Fieldwork in St. Vincent and the Grenadines in 2018 and 2019 was conducted by staff from the St. Vincent and the Grenadines Forestry Department (G. Gaymes, Bradford Latham, Ian Christopher, Victor Primus, and J. Justo-Gaymes) and Fauna & Flora International (J. Daltry, Sophia Steele, and Isabel Vique) with local residents including Nielsen Williams, Roseman Adams, Kayroy Baptiste, Esrome Durant, Joshua Harvey, and Orsen Ollivierre. JD, GG, and JG thank the Forestry Department, Fauna & Flora International, the Species Fund, Disney Conservation Fund, the SVG Environment Fund and US Fish & Wildlife Service (#F18AP00796) for funding and in-kind support, and are grateful for the kind cooperation of the Tobago Cays Marine Park, Union Island Environmental Attackers, the Mustique Company Ltd., Canouan Coast Guard, Canouan Police, Tamarind Beach Hotel, Louise Mitchell-Joseph, Kenneth Williams, Javan Lewis, Nakita Poon Kong, Mr. Martin, and the boat captains and crew. Computer time for the STRUCTURE analysis was provided by the computing facilities MCIA (Mésocentre de Calcul Intensif Aquitain) of the Université de Bordeaux and of the Université de Pau et des Pays de l’Adour.