Research Article |
Corresponding author: Francesc Mesquita-Joanes ( mezquita@uv.es ) Academic editor: Simone Nunes Brandão
© 2025 Francesc Mesquita-Joanes, Ángel Gálvez, Ferran Palero, Juan Rueda.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Mesquita-Joanes F, Gálvez Á, Palero F, Rueda J (2025) A new species of Elpidium Müller, 1880 (Crustacea, Ostracoda) from Hispaniola, with an updated key to the species of the genus, and its molecular phylogenetic positioning within the Cytheroidea. ZooKeys 1233: 75-106. https://doi.org/10.3897/zookeys.1233.126611
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The ostracod genus Elpidium, a specialist of phytotelma habitats, has received increased attention during the past decade, with a proliferation of described species, rising from seven to nineteen. These recent studies emphasize the high diversity and endemicity of the genus, and its wide distribution in the Neotropics. Yet many regions are still to be inspected for the presence of Elpidium. In this work, a new species collected from Hispaniola is described, for which only undetermined previous records existed, despite several species being known from the neighboring islands of Cuba, Jamaica, and Puerto Rico. Elpidium alarconi sp. nov. belongs to the group with a basal expansion on the hemipenis distal lobe, which contains six other species (E. chacoense, E. cordiforme, E. higutiae, E. maricaoense, E. merendonense and E. picinguabaense) and can be distinguished from them by the different shape of the basal expansion (appearing long and digitiform) and by a thin, pointed and L-shaped lower ramus. An updated key is constructed to allow identification of the 20 species of Elpidium described to date, based on shell morphology and soft parts anatomy. The first sequence of the molecular marker 18S for a described species of Elpidium is also presented, and shows its close affinities to members of the genera Gomphodella, Metacypris, and Cytheridella, all in the same clade, separated from the branch where Limnocythere is positioned in the phylogenetic tree. These molecular results, together with strong morphological differences, support the promotion of the subfamily Timiriaseviinae to the family rank, independent from the Limnocytheridae, to which it formerly belonged.
Dominican Republic, Limnocytheridae, Neotropical aquatic biodiversity, phytotelmata, Timiriaseviidae
The Ostracoda are a diverse group of crustaceans present in a wide variety of habitats, from deep oceans to mountain springs (
The most common environments among phytotelmata are tree holes, bromeliads and pitcher plants, and all of them can host relatively simple communities of organisms in tightly organized food webs (
The genus Elpidium was established by
Samples were collected from two localities in the municipality of Jarabacoa (Dominican Republic), in the island of Hispaniola. Jarabacoa is located in La Vega province, in a valley of the Cordillera Central (central ranges) with a mean altitude of 530 m a.s.l. The area is characterized by a siliceous substrate, and wet tropical climate, with an average annual temperature of 20 °C and 1723 mm of mean annual precipitation (Climate-Data.org 2023). The Cordillera Central is included in a single biogeographical area, the Central‐Eastern district, which has one of the highest richness of plant genera and endemic species of Hispaniola (
Ostracod samples were collected in the frame of a wider survey and various projects on the aquatic invertebrate biodiversity of Hispaniola, which sampled varied habitats, focusing particularly on potential predators of mosquito larvae (
The dissection of ostracod specimens for optical microscopy inspection was done following the protocol described in
In this work we follow
The selection of critical characters to build the identification key was based on those used by
Abbreviations used in the text and figures include the following:
Cp carapace;
CL carapace length;
H height of valves;
L length of valves;
LV left valve;
RV right valve;
W width of shell;
A1 antennula;
A2 antenna;
Md mandibula;
Md-palp mandibular palp;
Mx maxillula;
T1 first thoracopod;
T2 second thoracopod;
T3 third thoracopod;
CR caudal ramus;
Hp hemipenis;
DL distal lobe;
CoP copulatory process;
LR lower ramus.
Chaetotaxy nomenclature follows mainly
Ethanol-fixed ostracods were individually transferred to 1.5 mL microtubes using a thin brush. Single specimens from the type locality (e.g., P459=MUVHNZY0040) were digested at 55 °C overnight using 180 µL T1 buffer and 20 µL proteinase K, and DNA was extracted with the Nucleospin DNA extraction kit (Macherey-Nagel™) following the manufacturer’s instructions. The large ribosomal subunit (18S) gene region was amplified using primers 18S_5F 5’-GCG AAA GCA TTT GCC AAG AA-3’ and 18S_9R 5’-GAT CCT TCC GCA GGT TCA CCT AC-3’ (
The holotype, allotype, and paratypes with codes MUVHNZY0021-0042 are deposited in the Natural History Museum of the University of Valencia (MUVHN, Burjassot, Spain).
Class Ostracoda Latreille, 1802
Subclass Podocopa G.O. Sars, 1866
Order Podocopida G.O. Sars, 1866
Suborder Cytherocopina Baird, 1850
Superfamily Cytheroidea Baird, 1850
[Based on the list of characteristic traits of the subfamily Timiriaseviinae by
(by original designation): Elpidium bromeliarum F. Müller, 1880.
Itajaí, Santa Catarina state, Brazil.
E. alarconi sp. nov.; E. chacoense
[Modified after
Rancho Baiguate (La Joya Sector, Jarabacoa, República Dominicana) 19°6'49"N, 70°37'8"W, 530 m a.s.l., sampled on 7/2/2019 and 12/4/2021 by J. Rueda and P. Alarcón. Tank bromeliads growing at the base of several tree trunks in a secondary natural forest, with a wide cover, and presence of domestic animals (horses, dogs) in the vicinity, near the Baiguate River.
Holotype • 1 adult ♂; soft parts dissected and stored on a permanent microscopic slide, valves dry in a micropaleontological slide (MUVHNZY0021). Allotype • 1 adult ♀; soft parts dissected and stored on a permanent microscopic slide, valves dry in a micropaleontological slide (MUVHNZY0022). Paratypes • 10 adult ♂♂ and 17 adult ♀♀. Six of the males (MUVHNZY0023 - MUVHNZY0026, MUVHNZY0035, MUVHNZY0036) dissected and stored as the holotype, valves coated and used for SEM; one male (MUVHNZY0027) used in toto for SEM, after applying critical-point drying (CPD), and stored in a micropaleontological slide; another male (MUVHNZY0039) with valves untreated and bodies (CPD and coated) in a micropaleontological slide. Seven females (MUVHNZY0028-0033, MUVHNZY0037) dissected and stored as the holotype, valves coated and used for SEM; another female (MUVHNZY0038) with valves untreated and bodies (CPD and coated) in a micropaleontological slide. Two adult males and six females stored in toto in ethanol 96% (MUVHNZY0034). Soft body remains of three adult females used for DNA extraction stored in ethanol (codes MUVHNZY0040-0042).
Elpidium species of intermediate size (~ 700–800 μm), with a dark-colored carapace. Females slightly longer and wider than males, and with a truncate posterior margin in dorsal view; males with a barely obtuse posterior margin. Valves (quasi-)symmetric in dorsal view. Surface of valves covered with minute and shallow pits. LV embracing RV along all free margins. Hinge protodont, with a strongly built bar in the RV, including one (proto-)tooth at each extreme of the bar. LV with a hinge groove. A1 apparently six-segmented (i.e., segments 4a and 4b partially separated). DL of male Hp with a long digital expansion, CoP L-shaped, with tip not subdivided, and LR very slender (thinner than CoP), L-shaped and with a pointed tip.
Male. Adult shell large (L > 0.7 mm), according to size groups established for limnocytherids s.l. by
Elpidium alarconi sp. nov. ♂ A Cp dorsal view (MUVHNZY0026) B Cp ventral view (MUVHNZY0025) C LV, external view (MUVHNZY0035) D RV external view (MUVHNZY0035) E LV internal view (MUVHNZY0036) F RV internal view (MUVHNZY0036) G LV subventral view (MUVHNZY0036) H RV subventral view (MUVHNZY0036) I LV internal view (MUVHNZY0036), detail of posterior part, and zoom on lateral row of pores (inset) J RV internal view (MUVHNZY0036), detail of posterior part, and zoom on lateral row of pores (inset) K Cp detail anterior part, right external view (MUVHNZY0035) L Detail adductor muscle scars, RV internal view (MUVHNZY0036). Scale bars: 400 μm (A–H); 100 μm (I, J general); 20 μm (I, J inset); 50 μm (K, L).
A1 (Figs
Elpidium alarconi sp. nov. details of A1 and A2 A A1, arrow points to the partial separation between segments 4a and 4b. Picture in white transmitted light. ♂ (MUVHNZY0035) B A1, arrow points to the partial separation between fourth and fifth segment (4a and 4b). Picture using UV light and blue filter in a fluorescence microscope. ♂ (MUVHNZY0035) C SEM image of right A1, external view; arrow points to the lack of separation between fourth and fifth segment (4a and 4b). ♂ (MUVHNZY0039) D SEM image of right A1, internal view; arrow points to the separation between fourth and fifth segment (4a and 4b) (Same individual as in C:MUVHNZY0039) E SEM image of left A2, internal view; arrow points to a ventroapical minute seta on the penultimate segment. ♀(MUVHNZY0038) F SEM image of left A2, external view; one arrow points to a ventroapical minute seta on the last segment, and another to the (crumpled) hyaline formation (hy). ♀ (MUVHNZY0038). Scale bars: 50 μm (A–D); 30 μm (E, F)
A2 (Fig.
Md (Fig.
Mx (Fig.
T1 (Figs
Elpidium alarconi sp. nov. ♂ A–E MUVHNZY0027 F–H MUVHNZY0039 A complete frontal view of individual with extended penis B detail of penis C detail of digital expansion of DL, CoP and LR (right hemipenis) D detail of digital expansion of DL, CoP and LR (left hemipenis) E detail of A1 showing separation between segments 4a and 4b in internal part of left A1 (leftmost arrow) and the lack of separation between them in the external part of right A1 (right arrow) F detail of right A2 distal part (internal view) G labrum, ventral view H left T1-T3. Scale bars: 400 μm (A); 100 μm (B, G, H); 30 μm (C, D, F); 40 μm (E).
T2 (Figs
T3 (Figs
Hp (Figs
CR with one pair of intermediate-size, plumose setae and numerous pseudochaetae (Figs
Labrum (Fig.
Female (only sexually dimorphic features described) (Figs
Elpidium alarconi sp. nov. ♀ A Cp dorsal view (MUVHNZY0028) B Cp ventral view (MUVHNZY0029) C LV, external view (MUVHNZY0037) D RV external view (MUVHNZY0037) E LV internal view (MUVHNZY0037) F RV internal view (MUVHNZY0037) G LV subventral view (MUVHNZY0037) H RV subventral view (MUVHNZY0037) I LV internal view (MUVHNZY0037), detail of posterior part, and zoom on lateral row of pores (inset) J RV internal view (MUVHNZY0037), detail of posterior part, and zoom on lateral row of pores (inset) K Cp posterior view (MUVHNZY0031) L Cp anterior view (MUVHNZY0032). Scale bars: 400 μm (A–H, K, L); 100 μm (I, J general); 20 μm (I, J inset).
A2 (Figs
Abdomen (Fig.
Male. L: 739 μm (671–778, n = 7); W: 559 μm (524–596, n = 5); H: 423 μm (418–430, n = 3). Female. L: 773 μm (711–836, n = 9); W: 645 (556–711, n = 5); H: 422 (373–476; n = 4).
Other Elpidium species with similar Cp, i.e., with LV embracing RV, symmetric in dorsal view, not ornamented and with sexual dimorphism of group A, include E. bromeliarum, E. pintoi, E. littlei, E. litoreum, and E. purium, but none of these species have a digital expansion at the base of the DL, although E. littlei has some subdigitiform, elongate triangular expansion. The species E. maricaoense and E. merendonense have a similar digital expansion (although smaller than in E. alarconi sp. nov.), but their Cp are asymmetrical in dorsal view. The Brazilian species E. cordiforme has a similar digital expansion, but its Cp is strongly cordiform in dorsal view, and the CoP and LR of Hp are notably different. Another Brazilian species, E. picinguabaense and the Argentinian E. chacoense also have a digital expansion in the DL. However, this expansion is shorter than in the new species. In addition, the female Cp of E. picinguabaense is not posteriorly truncate, but narrowly rounded, and the LR of the Hp is distinctly larger than in E. alarconi sp. nov. The female Cp of E. chacoense is not truncate posteriorly in dorsal view, but barely pointed. Elpidium higutiae, also from Brazil, has a similar Cp shape to E. alarconi sp. nov., and it also has a digital expansion on the DL, but this expansion is shorter than in E. alarconi sp. nov. and its LR is larger and thicker than in the new species. In fact, the very thin L-like shape of the LR in E. alarconi sp. nov. is a unique trait that allows distinction from all other Elpidium species.
Besides the type locality of Rancho Baiguate, it has also been found in Pinar Dorado Hotel (19°7'2"N, 70°37'58"W), 549 m a.s.l., sampled on 20 March 2018 by J. Rueda and P. Alarcón. This site is in the same municipality of Jarabacoa, but in the Pinar Dorado Sector. Tank bromeliads (possibly of the genus Neoregelia) growing at the base and the trunk of several trees in a relatively anthropized habitat composed of a law garden surrounded by pine trees, with a pool and a bar located nearby. In the type locality, the species was collected from the same type of bromeliads. Paratypes MUVHNZY0035, MUVHNZY0036, and MUVHNZY0037 were collected from this locality; other types were collected in the type locality.
The species is named after Dr. Pedro María Alarcón-Elbal, who organized the sampling campaign in República Dominicana, obtained financial support and encouraged the senior author JR to study the invertebrates of the area.
We have obtained new 18S rDNA sequences for Elpidium alarconi sp. nov. and Cyprideis torosa, with GenBank accession numbers PP648174 and PP648175, respectively. The 18S rDNA sequence alignment had 739 bp in length and followed the GTR substitution model according to BIC model selection. The phylogenetic tree obtained (Fig.
Maximum Likelihood tree inferred using the GTR model on the 18S rDNA alignment data. Bootstrap support values (percentage of trees in which the associated taxa clustered together) larger than 70 are shown next to the branches. The tree is drawn to scale, with branch lengths measured in the number of substitutions per site. Specimen Elpidium-P459 stored as paratype with code MUVHNZY0040 in the repository.
1 | RV ventrally overlapping LV | 2 |
– | LV ventrally overlapping RV | 4 |
2 | Female CL = 0.7–0.9 mm. Hp: DL lateral margins parallel or convergent from base to mid-length | 3 |
– | Female CL ≥ 0.9 mm. Hp: DL lateral margins divergent from base to mid-length | E. oxumae |
3 | Female Cp in dorsal view: greatest width at posterior half of CL. Hp: DL tip blunt, DL lateral margins parallel or slightly convergent from base to mid-length | E. martensi |
– | Female Cp in dorsal view: greatest width at mid-length of CL. Hp: DL tip acute, DL lateral margins convergent along its whole length | E. purperae |
4 | Cp surface smooth or covered with minute foveolae | 5 |
– | Cp surface ornamented | E. laesslei |
5 | Female CL ≥ 0.9 mm | 6 |
– | Female CL < 0.9 mm | 8 |
6 | Female Cp in dorsal view rounded (CL:W ≤ 1.2), symmetrical, with posterior margin truncate or cordate. Hp: DL tip blunt, CoP tip undivided | 7 |
– | Female Cp in dorsal view elongate (CL:W > 1.2), asymmetrical, with posterior margin pointed, barely obtuse, almost acute. Hp: DL tip acute, CoP tip divided | E. heberti |
7 | Female Cp in dorsal view: posterior margin truncate, greatest width at mid-length. Hp: DL lateral margins divergent from base to mid-point, DL with a small distal or medial subtriangular expansion | E. bromeliarum |
– | Female Cp in dorsal view: posterior margin cordate, greatest width at posterior half of Cp. Hp: DL lateral margins convergent at mid-length, DL with a basal digitiform expansion, longer than basal seta | E. cordiforme |
8 | Female CL ≤ 0.7 mm | 9 |
– | Female CL 0.7–0.9 mm | 11 |
9 | Female Cp symmetric in dorsal view | 10 |
– | Female Cp asymmetric in dorsal view | E. inaequivalve |
10 | Female Cp in dorsal view: posterior margin truncate. Hp: right DL tip blunt, left DL tip acute, basal digitiform expansion absent | E. litoreum |
– | Female Cp in dorsal view: posterior margin pointed, barely obtuse. Hp: DL tip acute, basal digitiform expansion present | E. picinguabaense |
11 | CoP tip divided | 12 |
– | CoP tip undivided | 13 |
12 | Female Cp in dorsal view rounded (CL:W ≤ 1.2), symmetrical, posterior margin rounded. Hp: DL tip blunt, DL basal digitiform expansion present and pointed | E. littlei |
– | Female Cp in dorsal view elongate (CL:W > 1.2), asymmetric, posterior margin pointed, barely obtuse, almost acute. Hp: DL tip acute, DL basal digitiform expansion absent | E. wolfi |
13 | Hp: DL internally with digitiform expansion | 14 |
– | Hp: DL without internal expansion or, if present, not digitiform but a short pointed subtriangular expansion | 18 |
14 | Female Cp in dorsal view symmetrical | 15 |
– | Female Cp in dorsal view asymmetrical | 17 |
15 | Female Cp posterior margin pointed (obtuse) in dorsal view | E. chacoense |
– | Female Cp posterior margin truncate in dorsal view | 16 |
16 | Female Cp rounded in dorsal view (CL:W ≤ 1.2), greatest width at mid length. Hp: lower ramus with a thin pointed tip. Digitiform expansion longer than basal seta | E. alarconi sp. nov. |
– | Female Cp elongate in dorsal view (CL:W > 1.2), greatest width at posterior half of Cp. Hp: lower ramus with a broad pointed tip. Digitiform expansion shorter than basal seta | E. higutiae |
17 | Female CL:W ≤ 1.2, DL finger shorter than basal seta | E. maricaoense |
– | Female CL:W > 1.2, DL finger long (as long or longer than basal seta) | E. merendonense |
18 | Hp: DL lateral margin without any expansion | E. pintoi |
– | Hp: DL lateral margin with a subtriangular expansion | 19 |
19 | Female CL < 0.8 mm. Hp: DL lateral pointed expansion at mid-length, basal lateral margins divergent | E. eriocaularum |
– | Female CL > 0.8 mm. Hp: DL lateral pointed expansion at more distal position than mid-length, basal lateral margins almost parallel | E. purium |
Elpidium alarconi sp. nov. has a shell morphology that does not differ widely from those of other Elpidium species with symmetric smooth valves, shell closure with left valve embracing right valve, and truncate posterior margin in dorsal view, such as E. higutiae, E. purium, E. litoreum, E. pintoi or even the type species E. bromeliarum. Yet, some of these species are either larger, as E. bromeliarum, or more elongated (E. higutiae, E. litoreum). The remaining two species, E. purium and E. pintoi, are very similar in dorsal view and their carapace sizes overlap with that of E. alarconi sp. nov. However, both lack a basal digitiform expansion in the distal lobe of the hemipenis, which is present, and very long, in the new species. This relatively straightforward distinction between species could be established thanks to a previous review of the variability of morphological traits in the genus Elpidium by
In some cases, carapace morphology alone is not enough to easily distinguish between similar species, and other characters may be needed. Indeed, the most diversified morphological trait in Elpidium ostracods is the shape of the hemipenis and, in particular, that of its distal lobe, copulatory process and lower ramus (
Another interesting morphological trait apparently differing between species of the genus Elpidium, according to the literature, is the strength of the separation between segments 4a and 4b of the antennula. Most species have these segments only partially or weakly separated, as described for E. maricaoense, E. littlei, E. wolfi, E. litoreum, E. cordiforme, E. laesslei, E. merendonense, E. heberti, E. oxumae, E. picinguabaense, E. eriocaularum, and E. higutiae (
The species described in this work represents the first member of the genus Elpidium identified to species level for the island of Hispaniola; it must be noticed that
The high endemicity of Elpidium species is challenged by the wide distribution of the type species E. bromeliarum, recorded from Southern Brazil to Central America and Jamaica (Fig.
Another potential issue for understanding the biogeography of Elpidium is the presence of E. maricaoense in Florida (
The new finding of E. alarconi sp. nov. in Hispaniola should initially be considered as an endemism for the island. However, considering that it was collected from bromeliads in managed gardens or nearby secondary forests, it would not be surprising that future research may record it in other regions, considering also its morphological proximity to several mainland species, and the worldwide proliferation of exotic ostracods driven by human movements (
Our molecular phylogeny analysis placed E. alarconi in the same clade as Metacypris, Cytheridella and Gomphodella, and far from the branch where Limnocythere was positioned in the phylogenetic tree. Assuming that the Limnocythere specimen whose DNA sequence is deposited in the repository has been accurately identified, and that it is representative of the Limnocytherinae, these results provide further support for the suggestion that the former subfamilies Timiriaseviinae and Limnocytherinae should be promoted to family level (
Although most recent authors consider the Timiriaseviinae a subfamily included in the Limnocytheridae Sars, 1928 together with the subfamily Limnocytherinae, after considering their major differences in shell and soft parts anatomy (
Regarding morphological differences between Limnocytheridae s.s. and Timiriaseviidae, we consider these are more consistent and strong enough as to support their separation as two distinct families: (i) unlike the Timiriaseviidae, females of the Limnocytheridae s.s. do not have a brooding chamber in their valves. This is an important morphological trait, related to reproduction and readily observed in the female carapace of most Timiriaseviidae; (ii) another very important trait, in our view, is the segmentation of the maxillular palp. It has only one segment in the Timiriaseviidae (Elpidium, Cytheridella, Intrepidocythere, Metacypris, Gomphodella, Gomphocythere) but two in the Limnocytheridae s.s. (e.g., in Limnocythere, Korannacythere and Leucocythere); (iii) still another important trait differing between the two families is the ventral seta on the second antennular segment, which is situated in a medial or proximal position in the Timiriaseviidae, but in the distal margin in the Limnocytheridae; in addition, (iv) the antennula is five-segmented in the Limnocytheridae, but in the Timiriaseviidae it can be five-segmented (as in Cytheridella), six-segmented (as in Metacypris and Gomphocythere) or with a partial segmentation of the 4th segment, i.e. apparently six-segmented but not completely (as in Elpidium, Gomphodella or Intrepidocythere) and (v) the distal lobe of the hemipenis is articulated in the Timiriaseviidae, but not in the Limnocytheridae. This can be considered an important trait as well, because of its potential functional role in reproduction. Furthermore, (vi) a recent review of the sieve-type pore canals (StPC) in the Limnocytheridae s.l. by
Within the Timiriaseviidae, previous phylogenies using morphological traits, positioned the genus Elpidium either alone in a branch separated from another that included Gomphodella, Metacypris and Cytheridella (
With the description of a new species of Elpidium from Hispaniola, we fill the gap of the only island of the Greater Antilles for which no determined species of the genus were known to occur hitherto. Elpidium alarconi sp. nov. has a shell morphology similar to other species of the genus (e.g., with valves covered with minute foveolae, posteriorly truncated in dorsal view), but the distinct shape of its hemipenis distal lobe and lower ramus separates it from other Elpidium species.
Personnel at the Electron Microscopy unit of the SCSIE (Univ. Valencia) helped with sample preparation and SEM pictures. We are very grateful to the subject editor of ZooKeys, Simone N. Brandão, and to Julia S. Pereira, Dan L. Danielopol, Renate Matzke-Karasz, and two anonymous reviewers, for their thorough review and their many constructive comments and suggestions that greatly contributed to improve this manuscript.
The authors have declared that no competing interests exist.
No ethical statement was reported.
This research was partially supported by Ministerio de Economía, Industria y Competitividad (Spanish Government), through project CRUSTRESS (code PID2020-112959GB-I00) awarded to FP and FMJ. FP acknowledges the project “CIDEGENT/2019/028 - BIOdiversity PAtterns of Crustacea from Karstic Systems (BIOPACKS): molecular, morphological, and functional adaptations” funded by the Conselleria d’Innovació, Universitats, Ciència i Societat Digital. This work was also partially funded by the project: “Búsqueda, caracterización y evaluación de agentes ecológicamente amigables para el control de mosquitos (Diptera: Culicidae) de importancia médica en República Dominicana”, supported by the Fondo Nacional de Innovación y Desarrollo Científico y Tecnológico (FONDOCyT), Ministerio de Educación Superior, Ciencia y Tecnología (MESCyT) of the Dominican Republic (Project No. 2018–19–2B2–043) awarded to Pedro María Alarcón Elbal and JR. Pedro Alarcón and María Altagracia Rodríguez Sosa are thanked for their collaboration in sampling and project coordination.
Conceptualization: FMJ, JR. Data curation: FP, FMJ, JR. Formal analysis: FP, FMJ. Funding acquisition: FP, FMJ, JR. Investigation: FP, ÁG, JR, FMJ. Methodology: ÁG, FP, FMJ, JR. Project administration: FP, JR. Resources: JR, FMJ, FP. Supervision: FMJ. Validation: JR, FMJ. Visualization: FP, ÁG, FMJ. Writing - original draft: FMJ. Writing - review and editing: FP, ÁG, JR, FMJ.
Francesc Mesquita-Joanes https://orcid.org/0000-0001-7168-1980
Ángel Gálvez https://orcid.org/0000-0002-5562-7316
Ferran Palero https://orcid.org/0000-0002-0343-8329
Juan Rueda https://orcid.org/0000-0002-7629-8881
All of the data that support the findings of this study are available in the main text.