Research Article |
Corresponding author: Ilya S. Turbanov ( turba13@mail.ru ) Corresponding author: Boris A. Levin ( borislyovin@mail.ru ) Academic editor: Nicolas Hubert
© 2025 Ilya S. Turbanov, Aleksey A. Bolotovskiy, Oleg N. Artaev, Aleksandr A. Gandlin, Marina A. Levina, Ekaterina D. Vasil’eva, Boris A. Levin.
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:
Turbanov IS, Bolotovskiy AA, Artaev ON, Gandlin AA, Levina MA, Vasil’eva ED, Levin BA (2025) On the border of Europe and Asia: Gobio uralensis, a new species of gudgeons (Cypriniformes, Gobionidae) from the Caspian Sea basin. Zoosystematics and Evolution 101(2): 855-874. https://doi.org/10.3897/zse.101.147368
|
A new species of cypriniform fish was discovered during studies of the riverine fish fauna of the Caspian Sea basin, employing an integrative taxonomy approach. The Ural gudgeon is herein described as a new species from the Ural River system, which is considered a geographical boundary between Europe and Asia. The new species is distinguished from the other gudgeon species by a combination of morphological characters and genetic data. Morphologically, it is very similar to Gobio volgensis from the Volga basin. Genetically, however, it is closer to G. acutipinnatus, which occurs in the upper Irtysh River (Ob’ River system), and to G. multipunctatus from the Lake Alakol basin in Central Asia (p-distance = 0.037; COI mtDNA). Therefore, the Ural gudgeon, which is endemic to the Ural River system, is of Asian rather than European origin. The biogeography of freshwater aquatic animals in the region is discussed in relation to paleogeographic events and connections between the Caspian Sea and Ob’ drainages.
Biogeography, DNA barcoding, endemics, freshwater fish, genetics, taxonomy
According to modern taxonomic concepts, gudgeons of the genus Gobio Cuvier, 1816 (Gobionidae, Cypriniformes) comprise 47 valid species (
The type species Gobio gobio (Linnaeus, 1758) was, until recently, considered a morphologically variable species comprising several subspecies and intraspecific forms, distributed across much of Northern Eurasia, from the Iberian Peninsula to the Far East and northeastern Siberia (Berg, 1949; Bănărescu et al. 1999). However, revisions of European fishes have been proposed based on phylogenetic (
As part of efforts to document the ichthyofauna of Russia, we investigated gudgeons of the genus Gobio in the Ural River basin and adjacent drainage systems. The Ural River, the third longest river in Europe, has a total length of 2,428 km and a catchment area of 231,000 km2. It flows through Russia and Kazakhstan, representing the boundary between Europe and Asia. The river originates in the Ural Ridge of the Southern Urals and drains into the northeastern Caspian Sea (
Studies of Gobio gudgeons in the Ural River basin have a history spanning more than a century. The earliest record of gudgeons in the region appears in
Based on a study of gudgeons from various parts of the Ural River basin,
Thus, the taxonomy of gudgeons from the Ural River basin remains unresolved, with all previous conclusions based solely on morphological data. In the absence of molecular genetic data, there is insufficient evidence to determine whether the Ural gudgeons belong to any of the species inhabiting adjacent basins. Our study, based on extensive sampling and an integrative taxonomic approach, enabled us to formally describe the Ural gudgeons as a distinct species.
Material for this study was collected by the authors in the Ural River basin and adjacent basins of the Volga and Ob’ rivers in Russia during 2020–2021. Sampling sites are shown in Fig.
Map of localities of Gobio spp. sampled for this study: 1. Bolshoy Kizil River; 2. Chagan River; 3. Ural River; 4. Sakmara River; 5. Kargalka River; 6. Bolshoy Yushatyr River; 7. Nakas River; 8. Uskalyk River; 9. Assel River; 10. Dyoma River; 11. Ashkadar River; 12. Belaya River; 13. Chusovaya River; 14. Kushtumga River; 15. Koelga River; 16. Sinara River; 17. Lake Markakol.
Fish were caught using a frame net and a seine net with a mesh size of 6–8 mm. Individuals were euthanized in a solution of clove oil and photographed in an aquarium under artificial lighting. Photographs were taken using a Nikon D5300 camera with a Nikkor 60mm f/2.8G lens (Nikon Corporation, Tokyo, Japan), and a physical white swatch was used for color correction. Tissues (pectoral or pelvic fins) were taken from some specimens (DNA vouchers) and placed in 96% ethanol for subsequent DNA extraction in the laboratory. Then, most of the specimens were preserved in 10% formalin, while some (usually small individuals) were preserved in 96% ethanol. In the laboratory, formalin samples were rinsed in running water and then transferred to 70% ethanol.
The types (holotype, some paratypes), additional, and comparative material were deposited at the
Fish Collection of the Papanin Institute for Biology of Inland Waters of the Russian Academy of Sciences, Borok, Russia (IBIW_FS); the remaining paratypes (see below) were deposited at the
Zoological Institute of the Russian Academy of Sciences, Saint Petersburg, Russia (
Gobio volgensis
: • 6 spec. (IBIW_FS_467) 101.1–129.7 mm SL, Russia, Sverdlovsk Region, Polevskoy Distr., near Kosoy Brod, Chusovaya River, 56.4799°N, 60.3270°E, 23 Aug. 2020, O.N. Artaev, A.A. Bolotovskiy, I.V. Pozdeev, I.S. Turbanov leg. • 4 spec. (IBIW_FS_468) 92.4–117.3 mm SL, same data (see above), 29 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 1 spec. (IBIW_FS_469) 98.8 mm SL, 1 spec. (IBIW_FS_470) 79.5 mm SL, Russia, Republic of Bashkortostan, Beloretsky Distr., near Sermenevo, Belaya River, 53.8679°N, 58.0977°E, 24 Aug. 2020, O.N. Artaev, A.A. Bolotovskiy, I.V. Pozdeev, I.S. Turbanov leg.• 26 spec. (IBIW_FS_471) 67.4–100.8 mm SL, Russia, Republic of Bashkortostan, Fyodorovsky Distr., near Zlataustovka, Ashkadar River, 53.1802°N, 55.5203°E, 26 Aug. 2020, O.N. Artaev, A.A. Bolotovskiy, I.S. Turbanov leg. • 8 spec. (IBIW_FS_472) 68.8–87.4 mm SL, Russia, Republic of Bashkortostan, Miyakinsky Distr., near Kanbekovo, Dyoma River, 53.6641°N, 54.5435°E, 27 Aug. 2020, O.N. Artaev, A.A. Bolotovskiy, I.S. Turbanov leg. Gobio sibiricus: • 1 spec. (IBIW_FS_473) 78.1 mm SL, 12 spec. (IBIW_FS_474) 24.0–62.4 mm SL, Russia, Chelyabinsk Region, Miass Distr., near Severnye Pechi, Kushtumga River, 55.2105°N, 60.1570°E, 23 May 2020, O.N. Artaev, A.A. Bolotovskiy, I.V. Pozdeev, I.S. Turbanov leg. • 10 spec. (IBIW_FS_477) 54.6–84.4 mm SL, Russia, Chelyabinsk Region, Chebarkulsky Distr., near Zvyagino, Koelga River, 54.7327°N, 60.7620°E, 27 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 13 spec. (IBIW_FS_475) 53.0–94.7 mm SL, 3 spec. (IBIW_FS_476) 40.8–56.7 mm SL, Russia, Chelyabinsk Region, Kaslinsky Distr., near Bulzi (abandoned Yugo-Konevo), Sinara River, 56.1209°N, 61.2691°E, 27 May 2021 O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. Gobio acutipinnatus: Syntypes • 7 spec. (
Morphological and morphometric characters were selected based on previous studies on the taxonomy of the genus Gobio (
External meristic characters were counted on both sides. The count of lateral line scales includes all pored scales, from the first one just behind the supracleithrum to the posterior-most scale on the caudal-fin base (hypural). The total number of lateral line scales, as well as the transverse scales above and below the lateral line, were counted. These correspond to horizontal scale rows located below the origin of the dorsal fin and above the origin of the pelvic fin, respectively. The last two branched rays, articulated on a single pterygiophore in the dorsal and anal fins, are noted as “1½”. For the description of the type and additional material of new species, the number of unbranched rays in the dorsal and anal fins was counted. The number of outer gill rakers on the first gill arch was counted on the right side of the specimens. Meristic characters (except for the axial skeleton) and qualitative characters (breast squamation and coloration) were examined using an MC-2-ZOOM stereomicroscope (Micromed, Saint Petersburg, Russia). Axial skeleton was examined using radiographs. Vertebral counts were made following
Statistical procedures were carried out with the R statistics using packages: ggplot2, rstatix, tidyverse, and MASS. The pattern of morphological variation was analyzed using Linear Discriminant Analysis (LDA). The results of LDA were assessed using the Wilks’ Lambda and F-test statistics. The significant differences in morphometric and meristic characters were tested using the Kruskal-Wallis test followed by Dunn’s post hoc test with Bonferroni correction.
In total, morphological analysis was performed on 170 specimens: G. volgensis – 46, G. sibiricus – 37, G. acutipinnatus – 10 (7 for radiographs), and new species – 77 specimens.
DNA was isolated by the salt-extraction method (
Mitochondrial cytochrome c oxidase subunit I (COI mtDNA) barcode region was amplified using M13-tailed primer cocktail: FishF2_t1: 5′-TGT AAA ACG ACG GCC AGT CGA CTA ATC ATA AAG ATA TCG GCA C-3′, FishR2_t1: 5′-CAG GAA ACA GCT ATG ACA CTT CAG GGT GAC CGA AGA ATC AGA A-3′, VF2_t1: 5′-TGT AAA ACG ACG GCC AGT CAA CCA ACC ACA AAG ACA TTG GCA C-3′, and FR1d_t1: 5′-CAG GAA ACA GCT ATG ACA CCT CAG GGT GTC CGA ARA AYC ARA A-3′ (
Sequencing of the PCR products purified by ethanol and ammonium acetate (3 M) precipitation was conducted using the Applied Biosystems 3500 DNA sequencer (Thermo Fisher Scientific, USA) with primers M13F 5′-GTA AAA CGA CGG CCA GT-3′ M13R-pUC 5′- CAG GAA ACA GCT ATG AC-3′ for COI.
DNA chromatograms were checked for errors in FinchTV 1.4.0 (
The Bayesian phylogenetic analysis was performed in a Bayesian statistical framework implemented in BEAST v.1.10.4 (
The average intra-group as well as the average pairwise intergroup p-distances using concatenated COI sequences data set were calculated using the MEGA7 program (
The map was created using the QGIS software v.3.34. Digital elevation model visualized based on GMTED2010, 30 sec. resolution (
The phylogenetic Bayesian tree of the genus Gobio shows (Fig.
Genetic p-distances between Gobio spp. for COI mtDNA sequences. The averages of interspecies distances are given below the diagonal, the standard errors are given above the diagonal, and the intraspecies divergence is given in a diagonal in bold. Lineage numbers (from 1 to 21) are given in parentheses after the species name.
G. acutipinnatus (6) | G. artvinicus (4) | G. balcanicus (17) | G. bulgaricus (18) | G. bulgaricus (17) | G. caucasicus (4) | G. cynocephalus (1) | G. gobio (16) | G. gobio (20) | G. holurus (12) | G. kizilirmakensis (8) | G. kovatschevi (18) | G. krymensis (19) | G. lepidolaemus (13) | G. lozanoi (10) | G. macrocephalus (3) | G. multipunctatus (5) | G. nigrescens (2) | G. occitaniae (11) | G. ohridanus (15) | G. sakaryaensis (9) | G. sarmaticus (20) | G. sibiricus (14) | G. skadarensis (15) | G. uralensis sp. nov. (7) | G. volgensis (21) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
G. acutipinnatus (6) | 0.001 | 0.008 | 0.009 | 0.009 | 0.009 | 0.008 | 0.010 | 0.009 | 0.009 | 0.008 | 0.009 | 0.009 | 0.009 | 0.009 | 0.009 | 0.008 | 0.002 | 0.010 | 0.009 | 0.010 | 0.010 | 0.009 | 0.008 | 0.009 | 0.008 | 0.010 |
G. artvinicus (4) | 0.049 | 0.004 | 0.008 | 0.008 | 0.008 | 0.002 | 0.009 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.009 | 0.008 | 0.009 | 0.009 | 0.008 | 0.007 | 0.009 | 0.008 | 0.009 |
G. balcanicus (17) | 0.056 | 0.051 | 0.003 | 0.002 | 0.008 | 0.008 | 0.010 | 0.006 | 0.007 | 0.008 | 0.009 | 0.007 | 0.007 | 0.008 | 0.009 | 0.008 | 0.009 | 0.010 | 0.009 | 0.007 | 0.010 | 0.007 | 0.008 | 0.006 | 0.009 | 0.007 |
G. bulgaricus (18) | 0.058 | 0.049 | 0.003 | — | 0.008 | 0.008 | 0.010 | 0.006 | 0.007 | 0.009 | 0.009 | 0.007 | 0.007 | 0.008 | 0.009 | 0.009 | 0.009 | 0.010 | 0.009 | 0.007 | 0.010 | 0.007 | 0.008 | 0.006 | 0.009 | 0.007 |
G. bulgaricus (17) | 0.056 | 0.051 | 0.041 | 0.043 | — | 0.008 | 0.009 | 0.008 | 0.005 | 0.009 | 0.009 | 0.003 | 0.006 | 0.009 | 0.009 | 0.009 | 0.009 | 0.009 | 0.008 | 0.008 | 0.010 | 0.005 | 0.008 | 0.007 | 0.009 | 0.008 |
G. caucasicus (4) | 0.048 | 0.004 | 0.049 | 0.049 | 0.049 | 0 | 0.009 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.008 | 0.009 | 0.008 | 0.009 | 0.009 | 0.008 | 0.007 | 0.009 | 0.008 | 0.009 |
G. cynocephalus (1) | 0.074 | 0.062 | 0.073 | 0.071 | 0.068 | 0.063 | 0.005 | 0.010 | 0.009 | 0.009 | 0.009 | 0.009 | 0.009 | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | 0.009 | 0.009 | 0.010 | 0.010 | 0.010 |
G. gobio (16) | 0.060 | 0.048 | 0.022 | 0.022 | 0.038 | 0.046 | 0.069 | — | 0.007 | 0.008 | 0.009 | 0.007 | 0.007 | 0.009 | 0.008 | 0.008 | 0.009 | 0.010 | 0.008 | 0.007 | 0.010 | 0.007 | 0.008 | 0.007 | 0.009 | 0.008 |
G. gobio (20) | 0.053 | 0.042 | 0.032 | 0.034 | 0.019 | 0.040 | 0.062 | 0.029 | 0.000 | 0.008 | 0.008 | 0.004 | 0.003 | 0.008 | 0.009 | 0.008 | 0.009 | 0.009 | 0.008 | 0.007 | 0.010 | 0.000 | 0.008 | 0.007 | 0.009 | 0.007 |
G. holurus (12) | 0.050 | 0.049 | 0.052 | 0.053 | 0.053 | 0.047 | 0.069 | 0.047 | 0.046 | 0.002 | 0.008 | 0.009 | 0.008 | 0.008 | 0.009 | 0.008 | 0.008 | 0.009 | 0.008 | 0.009 | 0.009 | 0.008 | 0.007 | 0.009 | 0.008 | 0.009 |
G. kizilirmakensis (8) | 0.063 | 0.053 | 0.061 | 0.059 | 0.054 | 0.056 | 0.065 | 0.059 | 0.050 | 0.052 | — | 0.008 | 0.008 | 0.009 | 0.009 | 0.009 | 0.009 | 0.009 | 0.008 | 0.010 | 0.008 | 0.008 | 0.008 | 0.009 | 0.009 | 0.009 |
G. kovatschevi (18) | 0.053 | 0.045 | 0.035 | 0.037 | 0.006 | 0.043 | 0.061 | 0.035 | 0.013 | 0.049 | 0.048 | 0 | 0.005 | 0.009 | 0.009 | 0.008 | 0.009 | 0.009 | 0.008 | 0.008 | 0.009 | 0.004 | 0.008 | 0.007 | 0.009 | 0.007 |
G. krymensis (19) | 0.055 | 0.049 | 0.032 | 0.035 | 0.021 | 0.048 | 0.065 | 0.033 | 0.008 | 0.047 | 0.046 | 0.014 | — | 0.009 | 0.009 | 0.008 | 0.009 | 0.009 | 0.008 | 0.008 | 0.010 | 0.003 | 0.008 | 0.007 | 0.009 | 0.007 |
G. lepidolaemus (13) | 0.048 | 0.046 | 0.048 | 0.049 | 0.050 | 0.045 | 0.068 | 0.050 | 0.044 | 0.041 | 0.057 | 0.047 | 0.045 | 0.002 | 0.009 | 0.009 | 0.009 | 0.010 | 0.009 | 0.009 | 0.010 | 0.008 | 0.003 | 0.009 | 0.008 | 0.008 |
G. lozanoi (10) | 0.061 | 0.053 | 0.056 | 0.057 | 0.062 | 0.051 | 0.069 | 0.053 | 0.056 | 0.057 | 0.065 | 0.056 | 0.054 | 0.061 | 0 | 0.009 | 0.009 | 0.010 | 0.008 | 0.010 | 0.009 | 0.009 | 0.009 | 0.009 | 0.009 | 0.010 |
G. macrocephalus (3) | 0.046 | 0.047 | 0.050 | 0.052 | 0.055 | 0.045 | 0.077 | 0.047 | 0.044 | 0.051 | 0.066 | 0.052 | 0.050 | 0.060 | 0.068 | 0.002 | 0.008 | 0.009 | 0.008 | 0.009 | 0.010 | 0.008 | 0.008 | 0.008 | 0.009 | 0.009 |
G. multipunctatus (5) | 0.004 | 0.047 | 0.053 | 0.054 | 0.053 | 0.046 | 0.073 | 0.056 | 0.050 | 0.050 | 0.059 | 0.049 | 0.051 | 0.051 | 0.057 | 0.045 | — | 0.010 | 0.009 | 0.010 | 0.010 | 0.009 | 0.008 | 0.009 | 0.007 | 0.010 |
G. nigrescens (2) | 0.071 | 0.067 | 0.075 | 0.077 | 0.067 | 0.065 | 0.080 | 0.070 | 0.061 | 0.065 | 0.065 | 0.064 | 0.059 | 0.066 | 0.075 | 0.066 | 0.067 | 0 | 0.010 | 0.011 | 0.011 | 0.009 | 0.009 | 0.010 | 0.010 | 0.010 |
G. occitaniae (11) | 0.055 | 0.047 | 0.049 | 0.049 | 0.049 | 0.046 | 0.069 | 0.048 | 0.046 | 0.047 | 0.048 | 0.043 | 0.043 | 0.058 | 0.051 | 0.047 | 0.051 | 0.069 | 0.003 | 0.009 | 0.009 | 0.008 | 0.008 | 0.009 | 0.009 | 0.009 |
G. ohridanus (15) | 0.061 | 0.057 | 0.033 | 0.035 | 0.045 | 0.056 | 0.076 | 0.038 | 0.038 | 0.057 | 0.064 | 0.040 | 0.037 | 0.056 | 0.067 | 0.058 | 0.057 | 0.080 | 0.057 | 0 | 0.010 | 0.007 | 0.009 | 0.003 | 0.010 | 0.008 |
G. sakaryaensis (9) | 0.069 | 0.052 | 0.066 | 0.069 | 0.056 | 0.053 | 0.082 | 0.065 | 0.057 | 0.061 | 0.048 | 0.053 | 0.057 | 0.067 | 0.061 | 0.068 | 0.065 | 0.083 | 0.056 | 0.067 | 0.003 | 0.010 | 0.009 | 0.010 | 0.010 | 0.010 |
G. sarmaticus (20) | 0.053 | 0.041 | 0.032 | 0.033 | 0.019 | 0.040 | 0.061 | 0.029 | 0.000 | 0.045 | 0.049 | 0.013 | 0.008 | 0.043 | 0.056 | 0.044 | 0.049 | 0.061 | 0.046 | 0.038 | 0.057 | — | 0.008 | 0.007 | 0.009 | 0.007 |
G. sibiricus (14) | 0.048 | 0.042 | 0.044 | 0.046 | 0.043 | 0.041 | 0.063 | 0.044 | 0.038 | 0.035 | 0.052 | 0.040 | 0.039 | 0.008 | 0.054 | 0.054 | 0.047 | 0.061 | 0.052 | 0.050 | 0.061 | 0.038 | 0.002 | 0.008 | 0.008 | 0.008 |
G. skadarensis (15) | 0.061 | 0.054 | 0.032 | 0.032 | 0.040 | 0.053 | 0.074 | 0.035 | 0.035 | 0.053 | 0.061 | 0.035 | 0.037 | 0.051 | 0.065 | 0.055 | 0.057 | 0.077 | 0.055 | 0.008 | 0.065 | 0.035 | 0.045 | 0.004 | 0.009 | 0.007 |
G. uralensis sp. nov. (7) | 0.037 | 0.045 | 0.056 | 0.057 | 0.054 | 0.043 | 0.077 | 0.059 | 0.052 | 0.055 | 0.060 | 0.054 | 0.056 | 0.048 | 0.067 | 0.057 | 0.037 | 0.070 | 0.059 | 0.067 | 0.070 | 0.051 | 0.047 | 0.064 | 0.001 | 0.009 |
G. volgensis (21) | 0.064 | 0.059 | 0.037 | 0.038 | 0.042 | 0.056 | 0.073 | 0.045 | 0.031 | 0.055 | 0.065 | 0.035 | 0.034 | 0.048 | 0.070 | 0.061 | 0.060 | 0.077 | 0.059 | 0.044 | 0.066 | 0.031 | 0.043 | 0.041 | 0.059 | 0.003 |
BI consensus tree of COI mtDNA sequences representing all available Gobio species in GenBank combined with our data set. Gobio uralensis sp. nov. is highlighted by color. Bootstrap values/posterior probabilities above 80/0.8 are shown; asterisks represent 100/1 bootstrap/posterior probability values. The scale bar is in expected substitutions per site. The nodes with multiple specimens collapsed to a triangle, with the horizontal depth indicating the level of divergence within the node. Lineage numbers are given by the bold numbers from 1 to 21.
Noteworthy, this new species is genetically distant from geographically neighboring species – G. volgensis from the Volga River basin (p-distance = 0.059 ± 0.009) and G. sibiricus from the rivers of the Ob’ River basin (0.047 ± 0.008) (Table
Class Actinopteri Cope, 1871
Order Cypriniformes Bleeker, 1859
Family Gobionidae Bleeker, 1863
Genus Gobio Cuvier, 1816
Gobio fluviatilis
non Cuvier, 1842 –
Gobio gobio
(non Linnaeus, 1758) –
Gobio volgensis
non Vasil’eva, Mendel, Vasil’ev, Lusk & Lusková, 2008 –
Holotype
• (IBIW_FS_454) 97.7 mm SL, Russia, Republic of Bashkortostan, Abzelilovsky Distr., near Ryskuzhino, Bolshoy Kizil River, 53.3161°N, 58.3351°E, 24 Aug. 2020, O.N. Artaev, A.A. Bolotovskiy, I.V. Pozdeev, I.S. Turbanov leg. Paratypes • 4 spec. (IBIW_FS_455) 70.3–110.4 mm SL, 3 spec. (
• 7 spec. (IBIW_FS_456) 40.9–64.4 mm SL, same data as holotype and paratypes • 4 spec. (IBIW_FS_457) 34.8–42.7 mm SL, Russia, Orenburg Region, Pervomaysky Distr., near Lyashevo, Chagan River, 51.8514°N, 51.4965°E, 22 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 1 spec. (IBIW_FS_458) 72.5 mm SL, Russia, Orenburg Region, Saraktashsky Distr., near Krasnogor, Ural River, 51.5591°N, 56.1224°E, 23 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 5 spec. (IBIW_FS_459) 38.9–50.3 mm SL, 32 spec. (IBIW FS_465) 27.9–39.9 mm SL, Russia, Orenburg Region, Saraktashsky Distr., near Nikolskoe, Sakmara River, 52.0018°N, 55.7371°E, 24 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 2 spec. (IBIW_FS_460) 85.0–87.5 mm SL, Russia, Orenburg Region, Sakmarsky Distr., near Svetlyi, Kargalka River, 52.0835°N, 55.1283°E, 24 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 11 spec. (IBIW_FS_461) 47.2–80.2 mm SL • 15 spec. (IBIW FS_466) 33.7–47.6 mm SL, Russia, Orenburg Region, Oktyabrsky Distr., Oktyabrskoe, Bolshoy Yushatyr River, 52.3631°N, 55.5008°E, 24 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 1 spec. (IBIW_FS_462) 71.8 mm SL, Russia, Republic of Bashkortostan, Kugarchinsky Distr., near Aznagulovo, Nakas River, 52.6431°N, 56.2436°E, 24 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 17 spec. (IBIW_FS_463) 57.9–82.1 mm SL, Russia, Republic of Bashkortostan, Zianchurinsky Distr., near Verkhniy Muinak, Uskalyk River, 51.9687°N, 56.6878°E, 25 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg. • 5 spec. (IBIW_FS_464) 37.2–81.4 mm SL, Russia, Republic of Bashkortostan, Zianchurinsky Distr., upstream Itkulovo, Assel River, 51.9047°N, 56.8683°E, 25 May 2021, O.N. Artaev, A.A. Bolotovskiy, A.V. Kutuzov leg.
The adjective uralensis comes from the name of the Ural River, which literally means lives in the basin of this river.
Gobio uralensis sp. nov. is distinguished by a combination of characters, none of which is unique, as follows: predorsal length 47.4–52.6% SL; postdorsal length 36.3–42.1% SL; body depth 17.4–23.7% SL; prepelvic length 49.8–56.8% SL; preanal length 70.2–75.2 SL; snout length 40.9–48.8% HL; interorbital width 22.3–29.6% HL; ratio of caudal peduncle length to caudal peduncle depth 2.0–2.8; pharyngeal teeth in two rows, 3.5–5.3; anal fin branched rays 61/2; number of lateral line scales 39–45, mean 42.1; 12 (mode) predorsal vertebrae; the breast between the pectoral fins is naked; lower lip is interrupted in middle, with a notch between narrower anterior and widening posterior parts.
General appearance shown in Fig.
Morphometric data of Gobio uralensis sp. nov. (holotype and paratypes, n = 11).
Character | holotype | paratypes | |||
---|---|---|---|---|---|
mean | min | max | SD | ||
SL (mm) | 97.7 | 77.9 | 70.3 | 110.4 | – |
In percent of SL: | |||||
Head length (HL) | 27.4 | 27.4 | 26.4 | 28.6 | 0.72 |
Body depth at dorsal-fin origin | 18.3 | 19.1 | 18.3 | 19.9 | 0.51 |
Depth of caudal peduncle | 7.8 | 8.0 | 7.3 | 8.5 | 0.34 |
Body width at dorsal-fin origin | 14.7 | 15.4 | 14.7 | 16.2 | 0.47 |
Width of caudal peduncle at posterior anal-fin ray | 8.2 | 8.5 | 7.7 | 9.2 | 0.47 |
Predorsal length | 49.8 | 49.6 | 47.4 | 52.2 | 1.35 |
Postdorsal length | 39.5 | 39.6 | 36.6 | 42.1 | 1.40 |
Prepelvic length | 52.8 | 52.6 | 50.4 | 54.3 | 1.21 |
Preanal length | 73.6 | 73.0 | 70.2 | 74.6 | 1.20 |
Distance between pectoral and pelvic-fin origins | 26.7 | 26.8 | 26.0 | 29.0 | 0.90 |
Distance between pelvic and anal-fin origins | 22.0 | 20.9 | 19.3 | 22.2 | 1.05 |
Distance between anus and anal-fin origin | 7.7 | 7.8 | 6.8 | 8.8 | 0.67 |
Caudal peduncle length | 21.0 | 20.5 | 19.0 | 21.9 | 0.87 |
Dorsal-fin base length | 11.8 | 12.6 | 11.8 | 13.8 | 0.69 |
Dorsal-fin depth | 20.4 | 20.3 | 18.2 | 21.1 | 0.77 |
Anal-fin base length | 8.1 | 7.4 | 6.7 | 8.0 | 0.49 |
Anal-fin depth | 15.2 | 15.7 | 14.9 | 17.3 | 0.75 |
Pectoral fin length | 20.0 | 19.4 | 17.5 | 21.1 | 1.07 |
Pelvic fin length | 16.0 | 15.5 | 13.9 | 16.4 | 0.69 |
In percent of HL: | |||||
Head depth at nape | 57.5 | 57.0 | 54.5 | 58.6 | 1.12 |
Head depth at eye | 45.5 | 46.9 | 45.4 | 49.3 | 1.34 |
Snout length | 41.8 | 43.7 | 40.9 | 46.6 | 1.86 |
Eye diameter | 19.0 | 19.7 | 18.1 | 21.7 | 1.05 |
Postorbital distance | 40.0 | 41.6 | 39.9 | 45.0 | 1.70 |
Maximum head width | 58.6 | 59.4 | 56.5 | 62.1 | 1.54 |
Interorbital width | 26.5 | 25.9 | 22.3 | 29.6 | 2.05 |
Barbel length | 22.8 | 23.1 | 17.5 | 28.0 | 2.92 |
Ratios: | |||||
Interorbital width/eye diameter | 1.4 | 1.3 | 1.2 | 1.5 | 0.08 |
Snout length/eye diameter | 2.2 | 2.2 | 1.9 | 2.6 | 0.19 |
Head depth at nape/eye diameter | 3.0 | 2.9 | 2.7 | 3.2 | 0.16 |
Caudal peduncle length/depth | 2.7 | 2.6 | 2.2 | 2.8 | 0.16 |
Morphometric characters for Gobio spp. (including the type series for G. uralensis sp. nov.) from three neighboring basins – range (mean ± standard deviation). Significant differences (p < 0.05) between populations are indicated with different lowercase letters (the non-parametric Kruskal-Wallis test followed by the Dunn’s post hoc test). Green color shows the significant differences between G. uralensis sp. nov. and G. volgensis, yellow color shows significant differences between G. uralensis sp. nov. and G. sibiricus, and blue color shows significant differences between G. uralensis sp. nov., G. volgensis, and G. sibiricus.
Character | G. volgensis (n = 46) | G. uralensis sp. nov. (n = 77) | G. sibiricus (n = 37) |
---|---|---|---|
In percent of SL: | |||
Head length (HL) | 25.3–29.7 (27.8 ± 1.04)a | 25.6–30.0 (27.9 ± 1.10)a | 26.9–30.9 (28.6 ± 0.94)b |
Body depth at dorsal–fin origin | 17.0–22.0 (19.2 ± 1.23)a | 17.4–23.7 (19.8 ± 1.31)a | 19.3–25.3 (22.6 ± 1.32)b |
Caudal peduncle depth | 7.6–9.5 (8.4 ± 0.43)a | 7.2–8.8 (8.1 ± 0.40)b | 8.9–10.9 (9.9 ± 0.50)c |
Body width at dorsal–fin origin | 11.6–16.6 (13.8 ± 1.23)a | 12.7–17.8 (14.8 ± 1.17)b | 13.3–19.0 (15.7 ± 1.35)b |
Width of caudal peduncle at posterior anal–fin ray | 6.1–9.5 (7.7 ± 0.90) | 6.6–9.2 (7.7 ± 0.68) | 6.7–9.2 (7.9 ± 0.72) |
Predorsal length | 42.2–51.5 (49.2 ± 1.50)a | 47.4–52.6 (50.5 ± 1.30)b | 48.8–53.5 (51.5 ± 1.09)b |
Postdorsal length | 38.2–44.4 (40.8 ± 1.47)a | 36.3–42.1 (39.4 ± 1.22)b | 37.6–42.6 (40.0 ± 1.28)ab |
Prepelvic length | 49.0–53.2 (51.0 ± 1.17)a | 49.9–56.8 (52.0 ± 1.43)b | 49.8–54.4 (52.2 ± 1.32)b |
Preanal length | 67.3–75.1 (71.8 ± 1.53)a | 70.2–75.2 (73.0 ± 1.21)b | 71.2–82.0 (74.4 ± 2.15)c |
Distance between pectoral and pelvic–fin origins | 20.6–26.6 (24.4 ± 1.40) | 21.7–29.0 (25.2 ± 1.40) | 23.1–27.1 (24.7 ± 1.28) |
Distance between pelvic and anal–fin origins | 18.9–24.0 (21.4 ± 1.13)a | 19.3–25.1 (21.5 ± 1.23)a | 19.9–23.8 (22.3 ± 1.08)b |
Distance between anus and anal–fin origin | 5.9–9.8 (7.9 ± 0.97) | 5.5–9.5 (7.6 ± 0.85) | 5.5–9.0 (7.6 ± 0.80) |
Length of caudal peduncle | 18.6–22.9 (20.8 ± 1.04)a | 16.3–22.8 (19.6 ± 1.27)b | 17.0–21.8 (18.6 ± 1.13)c |
Dorsal–fin base length | 10.6–14.7 (12.8 ± 0.83)a | 11.8–14.6 (13.1 ± 0.73)ab | 11.2–14.8 (13.4 ± 0.77)b |
Dorsal–fin depth | 18.9–23.3 (21.6 ± 1.12)a | 18.2–23.1 (21.1 ± 1.08)a | 20.72–25.34 (23.4 ± 1.31)b |
Anal–fin base length | 6.7–9.3 (7.5 ± 0.60)a | 6.7–9.9 (8.0 ± 0.67)b | 7.6–9.8 (8.6 ± 0.49)c |
Anal–fin depth | 13.6–18.2 (16.0 ± 0.87)a | 14.9–18.0 (16.2 ± 0.78)a | 16.1–19.9 (18.0 ± 0.94)b |
Pectoral fin length | 17.3–23.5 (20.5 ± 1.30)a | 17.5–22.1 (19.8 ± 1.12)a | 19.5–24.3 (22.0 ± 1.17)b |
Pelvic fin length | 1.2–17.6 (16.0 ± 2.36)a | 13.9–17.5 (15.9 ± 0.82)a | 16.1–20.2 (17.8 ± 0.85)b |
In percent of HL: | |||
Head depth at nape | 48.6–62.7 (56.0 ± 3.15)a | 52.6–62.0 (56.5 ± 2.09)a | 55.9–62.4 (59.6 ± 1.88)b |
Head depth at eye | 40.9–54.5 (48.2 ± 2.81) | 43.4–54.9 (48.2 ± 3.08) | 45.3–51.2 (49.1 ± 1.69) |
Snout length | 33.6–48.4 (43.1 ± 2.72)a | 40.9–48.8 (44.8 ± 2.01)b | 39.6–47.0 (43.4 ± 1.86)a |
Eye diameter | 18.3–26.6 (21.1 ± 1.59) | 17.6–25.2 (21.0 ± 1.82) | 18.9–22.9 (21.1 ± 1.05) |
Postorbital distance | 35.9–43.4 (40.8 ± 1.63)a | 38.8–46.7 (41.5 ± 1.87)ab | 38.2–45.2 (42.4 ± 1.92)b |
Maximum head width | 49.1–65.3 (58.3 ± 3.20)a | 51.8–66.4 (59.0 ± 3.05)a | 57.0–67.6 (61.8 ± 3.02)b |
Interorbital width | 21.4–31.3 (25.8 ± 2.23)a | 22.3–29.6 (25.9 ± 1.56)a | 27.9–33.0 (30.4 ± 1.45)b |
Barbel length | 20.2–30.0 (24.7 ± 2.37)a | 15.9–32.6 (24.7 ± 3.28)a | 22.4–35.5 (27.7 ± 3.89)b |
Ratios: | |||
Interorbital width/eye diameter | 1.0–1.6 (1.2 ± 0.16)a | 1.0–1.5 (1.2 ± 0.13)a | 1.2–1.6 (1.4 ± 0.11)b |
Snout length/eye diameter | 1.6–2.5 (2.1 ± 0.23) | 1.7–2.6 (2.2 ± 0.21) | 1.8–2.4 (2.1 ± 0.13) |
Head depth at nape/eye diameter | 2.1–3.2 (2.7 ± 0.24)a | 2.2–3.3 (2.7 ± 0.28)ab | 2.5–3.1 (2.8 ± 0.17)b |
Caudal peduncle length/depth | 2.1–2.9 (2.5 ± 0.18)a | 2.0–2.8 (2.4 ± 0.19)a | 1.6–2.3 (1.9 ± 0.15)b |
Meristic characters of the studied Gobio spp. Significant differences (p < 0.05) between populations are indicated with different lowercase letters (the non-parametric Kruskal-Wallis test followed by the Dunn’s post hoc test). Green color shows significant differences between G. uralensis sp. nov. and other Gobio species. Abbreviations: lim – limits; M – mean; SD – standard deviation.
Characters | K-U | G. acutipinnatus (n = 10) | G. sibiricus (n = 37) | G. uralensis sp. nov. (n = 77) | G. volgensis (n = 46) | ||||||||
p | lim | M | SD | lim | M | SD | lim | M | SD | lim | M | SD | |
D | 0.441 | 7–7 | 7.0 | 0.00 | 7–7 | 7.0 | 0.00 | 7–8 | 7.0 | 0.11 | 7–8 | 7.0 | 0.21 |
A | 0.441 | 6–6 | 6.0 | 0.00 | 6–6 | 6.0 | 0.00 | 6–6 | 6.0 | 0.00 | 5–6 | 6.0 | 0.15 |
P | 0.00257* | 13–16 | 14.4a | 0.84 | 14–17 | 15.0ab | 0.69 | 13–17 | 15.3b | 0.91 | 13–17 | 15.4b | 0.66 |
V | 0.0604 | 7–7 | 7.00 | 0.00 | 7–8 | 7.0 | 0.11 | 5–8 | 7.0 | 0.29 | 7–8 | 7.2 | 0.31 |
LL | <0.0001* | 37–42 | 38.6ab | 0.98 | 36–40 | 37.8a | 0.82 | 36–42 | 38.9b | 0.93 | 37–42 | 38.9b | 0.85 |
LLt | <0.0001* | 40–44 | 41.6a | 0.89 | 40–43 | 41.3a | 0.80 | 39–45 | 42.1b | 0.86 | 41–45 | 42.6c | 0.84 |
up LL | <0.0001* | 5–7 | 5.6ab | 0.53 | 5–6 | 5.5a | 0.46 | 4–6 | 5.5a | 0.46 | 5–6.5 | 5.9b | 0.27 |
down LL | 0.0133* | 3–5 | 4.0a | 0.24 | 3–4 | 3.7ab | 0.38 | 3–5 | 3.6b | 0.47 | 3–4.5 | 3.8ab | 0.32 |
CPS | 0.0341* | 11–15 | 12.6ab | 1.17 | 12–14 | 12.3a | 0.58 | 11–15 | 12.6ab | 0.85 | 12–15 | 12.9b | 0.93 |
Blotches on flank | 0.313 | 9–11 | 10.2 | 0.67 | 7–11 | 8.2 | 0.83 | 6–14 | 9.6 | 1.30 | 7–12 | 9.2 | 0.88 |
GR | 0.109 | – | – | – | 3–5 | 3.7 | 0.67 | 2–5 | 3.8 | 1.20 | 2–5 | 3.2 | 0.73 |
Vert. | 0.000974* | 40–41 | 40.1ab | 0.38 | 39–41 | 39.9a | 0.64 | 39–42 | 40.30b | 0.67 | 40–42 | 40.5b | 0.66 |
Va | 0.152 | 21–22 | 21.1 | 0.38 | 20–22 | 21.0 | 0.58 | 20–22 | 21.0 | 0.56 | 20–22 | 21.2 | 0.47 |
VpreD | 0.00592* | 11–12 | 11.3ab | 0.49 | 10–12 | 11.2a | 0.53 | 11–13 | 11.6b | 0.54 | 10–12 | 11.4ab | 0.55 |
Vi | 0.736 | 3–5 | 3.9 | 0.69 | 3–5 | 4.1 | 0.52 | 3–5 | 4.0 | 0.71 | 3–5 | 4.0 | 0.71 |
Vc | 0.0101* | 18–20 | 19.0ab | 0.58 | 18–20 | 18.9a | 0.60 | 18–21 | 19.3b | 0.65 | 18–21 | 19.3b | 0.56 |
VpreA | 0.599 | 2–3 | 2.1 | 0.38 | 1–3 | 2.0 | 0.69 | 1–3 | 1.9 | 0.50 | 1–3 | 1.9 | 0.58 |
VpostA | 0.00173* | 16–18 | 16.9ab | 0.69 | 16–18 | 17.0a | 0.70 | 16–19 | 17.4b | 0.65 | 16–19 | 17.5b | 0.62 |
Lateral view of Gobio uralensis sp. nov.: A–C. Bolshoy Kizil River near Ryskuzhino (A, B. Holotype; C. Paratype); D. Uskalyk River near Verkhniy Muinak; E. Ural River near Krasnogor (right side, inverted image). A, D, E. Live coloration; B, C. After fixation in 10% formalin (5 months), then transferred to 70% ethanol. Scale bar: 10 mm.
The body and the caudal peduncle are moderately compressed; the minimum body depth is somewhat greater than the width of the caudal peduncle at the level of the last anal ray. Predorsal length is somewhat more than postdorsal length. The distance between pectoral and pelvic-fin origins is somewhat more than the distance between pelvic and anal-fin origins. The anus is closer to the insertion of the anal fin than to the origin of the pelvic fins; the pelvic fin reaches beyond the anus. Barbels are moderately long; they are usually less than 1/3 of the head length and reach up to the middle of the eye but never reach to its posterior edge. Paired fins are moderately long: pectoral fins never reach the pelvic fin insertion; ventral fins never reach the anal fin insertion. The eye is large with a diameter of 17.6–25.2% of the head length, an eye diameter of 2.2–3.3 times in head depth, and 1.0–1.5 times in interorbital width. The snout is pointed; its length is somewhat longer than the postorbital length. Caudal peduncle is 2.0–2.8 times longer than depth.
Dorsal fin margin is concave, with 3 unbranched and 71/2 branched rays (only one specimen had 81/2 rays); anal fin margin is concave or straight, with 3 unbranched and 61/2 branched rays; pectoral fin branched ray numbers vary within 13–17 (mode 16 and 15 in left and right, respectively); and pelvic fin branched ray numbers vary within (5) 6–8 (mode 7). The shape of the caudal fin is variable; the two lobes are sharpened or rounded, with a notch in the middle. Body is covered by scales. Lateral line includes 39–45 total scales (mode 42) and 11–15 circumpeduncular scales (mode 12). Two-five gill rakers (modes 4 and 5) on outer side of first gill arch. Pharyngeal teeth are in two rows, 3.5–5.3, slightly hooked at tip (Fig.
Total vertebrae 39–42 (mode 40), 20–22 (mode 21) abdominal, including 11–13 predorsal and 18–21 (mode 19) caudal, including 1–3 preanal and 16–19 postanal vertebrae. The radiograph of the holotype is given in Fig.
The breast in front of the posterior edge of the base of the pectoral fins usually lacks scales; some individuals have 1–3 scales along the midline towards the throat [character state 1 following
Body is dark olive-brown above, merging into a light silvery underside. There are large, more or less rounded 6–14 (often 10) blotches on flank located along the lateral line. The color of the fins corresponds to the color of the body with several rows of small dark dots on the dorsal and caudal fins. Live coloration is given in Figs
The type specimens were collected from the Bolshoy Kizil River, a tributary of the Ural River, near Ryskuzhino (53.3161°N, 58.3351°E), Republic of Bashkortostan, Russia (see Fig.
In the Ural River near Orenburg, the gudgeon spawns from the middle of the twentieth days of April to early or mid-May, but individual spawning specimens are caught throughout the summer (
As we have already noted above, in the earliest faunal studies, the gudgeons from the Ural River basin were identified as Gobio gobio. However, according to the latest data, G. gobio is distributed in the basins of the Atlantic Ocean, the North, Baltic and White Seas (including Great Britain and the upper Danube basin), but not in the Caspian Sea basin (
Geographically, the two species closest to the new species are the Siberian gudgeon G. sibiricus (Figs
Lateral view of Gobio spp. (comparative material): A, B. G. volgensis (A. Chusovaya River near Kosoy Brod; B. Buzuluk River near Fedorovka (right side, inverted image)); C, D. G. sibiricus (C. Koelga River near Zvyagino; D. Sinara River near Bulzi), E. G. acutipinnatus, syntype
In turn, the new species is morphologically almost indistinguishable from the Volga gudgeon; therefore, the Ural populations were previously identified as G. volgensis (
Contrast to G. uralensis sp. nov. the minimum body depth in G. sibiricus, always exceeds 30% of the length of the head and 40% of the length of the caudal peduncle (vs. usually exceeds the half of caudal peduncle length) and the number of blotches on flank along the lateral line in this species varies from 6 to 11 (vs. usually less than 10) (
LDA analysis explained 86.88% of shape variations by the first LD axis and 13.12% by the second LD axis for all specimens of three species examined above. LDA of morphometric characters shows that G. uralensis sp. nov. together with G. volgensis is strongly different from G. sibiricus by LD1 in the following features: length caudal peduncle/depth caudal peduncle, interorbital length/eye diameter, and depth caudal peduncle/SL (Fig.
Further morphological comparison with a number of geographically close gudgeon species distributed out of the Volga and Ob’ basins has been done based on literature data (except for G. acutipinnatus, some features of which were studied by authors using materials from the
Another gudgeon species indicated in the literature for the Ob’ River basin is G. acutipinnatus (Fig.
Compared to G. lepidolaemus Kessler, 1872 from the Zeravshan and Syr-Darya rivers based on the materials of
Compared to Gobio nigrescens from the Hari River based on the materials of
Compared to Gobio latus Anikin, 1905 from Lake Issyk-Kul based on the materials of
Compared to Gobio multipunctatus from the Emel River, Lake Alakol basin based on the materials of
Compared to Gobio holurus from the rivers of the western part of the Caspian basin based on the materials of
According to our study, the Ural River basin is inhabited by a distinct species, Gobio uralensis sp. nov., currently known only from this riverine basin (Fig.
The range of the Ural gudgeon remains uncertain. Currently, its distribution is reliably defined only for the localities sampled in this study. We assume that G. uralensis sp. nov. may be distributed throughout the entire Ural River basin, including the Kazakhstan’s part of the basin.
It is noteworthy that the small genetic distance between G. acutipinnatus and G. multipunctatus (0.004 ± 0.002) (see Table
Gobio uralensis sp. nov. is genetically closer to the geographically distant G. acutipinnatus and G. multipunctatus (see Fig.
Faunistic relationships between the Arctic Ocean and Caspian Sea basins have been a subject of zoological interest since the work of
In summary, our study demonstrates that the Ural River – a major river forming the boundary between Europe and Asia – is inhabited by an endemic gudgeon species, here described as G. uralensis sp. nov. Notably, G. uralensis sp. nov. is the only endemic fish species known from the Ural River basin. To better understand the evolutionary origin of the Ural gudgeon and the zoogeographic relationships between Asia and Europe, it is essential to clarify the phylogenetic affinities and taxonomic status of Gobio species inhabiting the region of historic paleohydrological connections between the Ob’ and Caspian Sea basins – specifically, the Nura and Sarysu rivers, the Irgiz-Turgai trough, and the Emba and Uil rivers. However, genetic data on fish from this region are currently limited (see Suppl. material
The authors are very grateful to Ivan Pozdeev (Perm, Russia) and Alexey Kutuzov (Borok, Russia) for their assistance in collecting the material and to all reviewers for their valuable comments that significantly improved the manuscript. This study was supported by the Russian Science Foundation, grant no. 24-44-20019 “Fishes of the Caspian Sea basin: genetic diversity, evolution, and biogeography.”
Material for genetic studies
Data type: xlsx
The best partition schemes generated by ModelFinder v.2.2.0 (ML) and PartitionFinder v.2.1.1 (BI)
Data type: docx
ML phylogenetic tree of COI mtDNA sequences representing all available species in GenBank combined with our data set
Data type: docx
Coefficients of linear discriminants based on LDA
Data type: docx