Fishes are one of the most intensively studied marine taxonomic groups yet cryptic species are still being discovered. An integrated taxonomic approach is used herein to delineate and describe a new cryptic seamoth (genus Pegasus) from what was previously a wide-ranging species. Preliminary mitochondrial DNA barcoding indicated possible speciation in Pegasus volitans specimens collected in surveys of the Torres Strait and Great Barrier Reef off Queensland in Australia. Morphological and meristic investigations found key differences in a number of characters between P. volitans and the new species, P. tetrabelos. Further mt DNA barcoding of both the COI and the slower mutating 16S genes of additional specimens provided strong support for two separate species. Pegasus tetrabelos and P. volitans are sympatric in northern Australia and were frequently caught together in trawls at the same depths.
Citation: Osterhage D, Pogonoski JJ, Appleyard SA, White WT (2016) Integrated Taxonomy Reveals Hidden Diversity in Northern Australian Fishes: A New Species of Seamoth (Genus Pegasus). PLoS ONE 11(3): e0149415. https://doi.org/10.1371/journal.pone.0149415
Editor: Michael Schubert, Laboratoire de Biologie du Développement de Villefranche-sur-Mer, FRANCE
Received: November 23, 2015; Accepted: February 1, 2016; Published: March 2, 2016
Copyright: © 2016 Osterhage et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This study was supported by the CSIRO (Commonwealth Science and Industrial Research Organisation) National Research Collections Australia. The first author was supported by the 2014–2015 CSIRO (Commonwealth Science and Industrial Research Organisation) Vacation Scholarship program. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
New species are not only discovered through surveys of unexplored places, but also through taxonomic studies of known species that uncover previously unknown, hidden diversity. Identifying species complexes can be a difficult process as their superficial morphology is often very similar, but failure to delineate cryptic species may confound our understanding of evolutionary and ecological processes . Furthermore, resolution of species complexes often results in a single wide-ranging species being split into two or more species usually with more restricted distribution, which may have significant management implications . In a world of increasing environmental impacts, uncovering the hidden diversity around us is of growing importance.
Cryptic species are common in the marine environment and fish are one of the most intensively studied marine taxonomic groups, yet traditional taxonomic methods often fail to identify cryptic fish species [1,3]. Morphological variation, such as sexual dimorphism, is common within fish species and may lead to difficulty in separating intraspecific or interspecific differences among cryptic species that display almost identical external morphology. DNA barcoding, typically using the cytochrome oxidase subunit 1 (COI) gene, is an extremely useful tool for delineating fish species and has proven effective at highlighting cryptic speciation [4,5,6]. The ‘barcoding gap’, referred to by , is the difference in DNA sequences between individuals within a species versus those among species. DNA barcoding and sequence comparisons of unknown specimens to previously documented and vouchered specimens in annotated publicly available international databases such as BOLD (http://www.barcodinglife.com/) and GenBank (http://www.ncbi.nlm.nih.gov/genbank/) is widely accepted as part of an integrated methodology (combined with traditional taxonomic methods) for facilitating the rapid species identification of unidentified species and resolution of species complexes. Integrated taxonomy methodologies as suggested in this study, utilises multiple lines of evidence to provide rigour to species delineation and has been used to effectively identify, delineate, and describe cryptic fish species and other taxa in the marine environment [6,8,9,10].
Pegasus volitans, or the slender seamoth, is a small, benthic fish that is listed as data deficient by the IUCN’s Red List of Threatened Species . They are caught as bycatch in trawl fisheries throughout their range and in some areas are utilised both alive as an aquarium species, and dead and dried for traditional Chinese medicine . Between 2003 and 2005, a large number of Pegasus volitans were collected in scientific surveys of the Torres Strait and Great Barrier Reef in Queensland, Australia. Preliminary DNA barcoding of the specimens unexpectedly revealed possible cryptic speciation within P. volitans. COI divergence of greater than 2% has been found to indicate speciation for over 1000 fish species , and the resulting two genetic groups of P. volitans specimens suggested that a species complex existed. To substantiate this result, an integrated taxonomic approach was employed: barcoding both the COI and the slower mutating 16S rRNA (16S) genes of additional specimens, as well as using classical taxonomic techniques with the aim of providing multiple supporting evidence to delineate and ultimately describe a new Pegasus species.
The family Pegasidae (Syngnathiformes) contains 5 valid species within 2 genera, Pegasus and Eurypegasus, which are distributed throughout the Indo-West & Central Pacific . The genus Pegasus consists of 3 currently recognised species, P. lancifer Kaup, P. laternarius Cuvier and P. volitans Linnaeus. The two latter species have an Indo-West Pacific distribution, whilst P. lancifer is endemic to southern Australia. Pegasus volitans is currently recognised as having the broadest range, i.e. from East Africa to Australia and southern Japan, and is the only Pegasus species known to occur in Queensland waters.
Pegasus volitans was first proposed by  based on 3 literature sources, , , and on an unpublished work of his own, Museum Adolphi Friderici Volume 2, later published as . The account of Pisciculus amboinensis volans, osseo-tuberculosus, proboscides errata by , also references the  record. The account in  was related by  to specimen ZMUC P8430 in the Københavns Universitet, Zoologisk Museum in Copenhagen. This specimen is missing the caudal fin, as is the specimen illustrated by , which provides further evidence they were based on the same specimen. The third source, Linnaeus’s own unpublished work and later published as , has been linked directly to a specimen deposited in the Naturhistoriska Riksmuseet in Stockholm, NRM LP 30, by . The location provided by  for this species was Amboina (= Ambon, Indonesia) based on the  and  records.
The taxonomy of this family quickly became complicated when, after realising the composite nature of his original 1758 description,  proposed 3 new species within Pegasus: P. draconis based on the  and  records, ZMUC P8430; P. volans from his account of P. volitans in  based on the NRM LP 30 specimen; and Pegasus natans based on . Pegasus draconis has since been allocated to the genus Eurypegasus. Since P. volans was based on the same record as Linnaeus’s unpublished work which formed the primary basis for P. volitans , P. volans is a junior synonym of P. volitans and the specimen NRM LP 30 stands as the holotype for the former and syntype (herein lectotype) of the latter nominal species (see ). Pegasus natans was based solely on ‘Cataphractus corpora oblong plagioplateo’ in , which consists of a relatively detailed description with both dorsal and ventral illustrations (Fig 1). No type specimens exist for P. natans . The location given by  was Indiis, probably in reference to modern day Indonesia. This species is considered by most to be a synonym of P. volitans, based on the illustrations and description by  (see ). Pegasus natans and P. volans were differentiated by  by the rostrums, with P. volans’ rostrum described as denticular and that of P. natans as ‘unarmed’. This is unusual as, although  does not stipulate the denticular nature of the rostrum, he likewise does not describe it as otherwise. Without a type specimen related to the  description, it is impossible to qualify this difference.
(A) dorsal; and (B) ventral view of the record upon which Pegasus natans was solely based .
Pegasus pristis was described by  based on 5 specimens collected from Padang in Sumatra (Indonesia). However, Bleeker later synonymises P. pristis under P. natans citing insufficient descriptions by previous authors as the cause of this confusion . Pegasus pristis is thus considered a synonym of P. volitans, since P. natans is currently considered as such. The name Cataphractus anceps from ‘Mari Indico’ (= Indian sea) was proposed by  based on the record of , and includes Linnaeus’ P. natans in its synonymy. As it is based on the same source as that used by  for P. natans which is currently considered a synonym of P. volitans, C. anceps is a junior synonym of P. volitans. There are no known types of C. anceps .
Materials and Methods
Most of the specimens of the new species and Pegasus volitans from Queensland were obtained during two extensive scientific projects in the Torres Strait and Great Barrier Reef, Australia between 2003 and 2005 [27,28]. In both regions, specimens were collected by trawling. A single high-flying Florida Flyer net with a head rope length of 14.6 m and stretched mesh size of 50 mm of 4040D/27 ply was towed over the stern of the FRV Gwendoline May. The net was towed in a relatively straight line for 1 km at a speed of about 2.7 knots. All trawling was conducted between an hour after sunset and dawn [27,28].
No animal ethics approval was required to undertake this trawling in Queensland waters during the study period (2003–2005). A permit to undertake scientific trawling and collection of specimens was obtained from the Great Barrier Reef Marine Park Authority (GRMBA; permit number G03/7584.1). We obtained permission from the Australian Museum in Sydney (AMS), Australian National Fish Collection in Hobart (CSIRO), the Museum and Art Gallery of the Northern Territory (NTM), the Queensland Museum in Brisbane (QM), and the Western Australian Museum in Perth (WAM) to access their Pegasus collections.
A total of 135 specimens of the new species were used for the description. Most of these specimens were collected by scientific trawling in the Torres Strait and Great Barrier Reef between 2003 and 2005 [27,28]. Of these, 104 (including the holotype) are deposited at the Australian National Fish Collection in Australia (CSIRO), 17 specimens at the Australian Museum (AMS), 4 specimens at the Museum and Art Gallery of the Northern Territory (NTM), 6 specimens at the Queensland Museum (QM), 2 at the Western Australian Museum (WAM), one at the Smithsonian Institution in the USA (USNM), and one at the Naturhistoriska Riksmuseet in Sweden (NRM). Muscle tissue samples were taken from a subsample of these specimens and were stored frozen. Whole retained specimens were fixed in a 10% formalin solution and later transferred into 70% ethanol for long-term preservation.
Comparative material of Pegasus lancifer and P. volitans examined in this study are presented in S1 Text.
As mentioned by , the unusual body profile of pegasids requires a modification of standard measurements. The measurement methodology adopted for pegasids in this paper is illustrated in S1 Fig and detailed in S1 Table, and the configuration of the external plates is illustrated in S2 Fig. Standard length, following , was taken from the anteriormost extent of the maxillae (with mouth closed) to the posteriormost margin of the hypural plate. Since most collections record standard length for pegasids as from the tip of the rostrum to the posteriormost margin of the hypural plate, the material examined sections include this measurement, defined here as precaudal length (PCL). The length, width and height of all 12 tail rings were measured, but since there were no significant differences in these measurements for tail rings I–IX between the new species and Pegasus volitans, only the measurements for tail rings X–XII are presented in Table 1.
Proportional measurements of the holotype (CSIRO H 6553–03) and 13 paratypes of P. tetrabelos, and 10 specimens of P. volitans from Queensland as percentages of standard length.
Full morphometric data were collected for the holotype and 13 paratypes of the new species (Table 1). The paratypes measured were: CSIRO H 6543–04, CSIRO H 6543–05, CSIRO H 7090–04, CSIRO H 7491–03, CSIRO H 7665–01, CSIRO H 7667–02, CSIRO H 7667–03, CSIRO H 7673–02 (3 specimens), CSIRO H 7676–02 (2 specimens), and CSIRO H 7678–01. For comparison, 10 specimens of Pegasus volitans from the same geographic area (Torres Strait and Great Barrier Reef) were measured in full. These specimens were: CSIRO H 6510–03, CSIRO H 6553–04, CSIRO H 6649–02, CSIRO H 6738–04, CSIRO H 6901–05, CSIRO H 6901–06, CSIRO H 6903–03, CSIRO H 7665–02, CSIRO H 7669–01, and USNM 434843 (see S1 Text).
To determine sex by gonad examination, 33 frozen specimens were thawed and dissected. Once several females and males could be accurately identified, a subset of morphological characters previously found to be useful in distinguishing between sexes of Pegasus species were examined and tested for consistency (see [14,29]. Resulting sexual dimorphic characters were used to determine the sex of all but one of the measured types listed above.
In the comparison with other species, the data for P. latenarius and P. lancifer are taken from , except for the information on ventral preopercular notches on P. lancifer which was made based on material examined in this study. Data for the new species and P. volitans are from the present study.
The strongly calcified dermal plates of pegasids present a significant challenge to obtaining accurate vertebral counts, especially in the precaudal region. To negate the interference of this external body armour, a selection of paratypes which were dissected for sex determination were radiographed. The plastron and body cavity organs were removed from these specimens, enabling easier recognition of vertebral column elements. Vertebral count methodology and terminology follows [14,30]; counts are presented as abdominal, caudal and total centra.
Counts of vertebrae were made from radiographs of the following specimens of the new species: CSIRO H 6520–02 (1 of 3 specimens), CSIRO H 6914–04, CSIRO H 7675–02 (1 of 4 specimens), CSIRO H 7684–01, and CSIRO H 7687–01. For comparison, radiographs were also taken from the following specimens of Pegasus volitans: CSIRO H 6507–04, CSIRO H 6903–04, CSIRO H 7674–02, CSIRO H 7692–01 (2 specimens), and CSIRO H 7693–01.
Fin ray counts were taken from all measured specimens of the new species and Pegasus volitans (see Morphology section).
Here we used two mtDNA genes alongside the morphological and meristic data for cryptic species determination in P. volitans. The 16S gene is relatively widely used for species identifications and phylogenetic analyses, while COI, our preferred ‘barcode’ gene of choice for Australian fishes [4,5] is also analysed. There are few publically available sequences for Pegasus; however GenBank contains several examples of full mtDNA genome information for P. volitans and E. draconis while there are there are only two publically available records of COI sequences for P. volitans on BOLD. Specimens from which tissues samples for DNA barcoding were taken are in S2 Table. The specific methodology, DNA extraction protocols and sequencing processes for the two genes are provided in S2 Text.
The electronic edition of this article conforms to the requirements of the amended International Code of Zoological Nomenclature, and hence the new names contained herein are available under that Code from the electronic edition of this article. This published work and the nomenclatural acts it contains have been registered in ZooBank, the online registration system for the ICZN. The ZooBank LSIDs (Life Science Identifiers) can be resolved and the associated information viewed through any standard web browser by appending the LSID to the prefix “http://zoobank.org/”. The LSID for this publication is: urn:lsid:zoobank.org:pub:5CEA3535-4A26-4447-B42E-8ED17B368E9E. The electronic edition of this work was published in a journal with an ISSN, and has been archived and is available from the following digital repositories: PubMed Central and LOCKSS.
Diagnosis and Description
Pegasus tetrabelos Osterhage, Pogonoski, Appleyard and White sp. nov. urn:lsid:zoobank.org:act:359804F0-30D0-4ECC-B355-D60D45556018.
(A) dorsal; (B) lateral; and (C) ventral views.
(A) Pegasus tetrabelos (CSIRO H 7665–01); (B) Pegasus volitans (CSIRO H 6649–02).
(A) Pegasus tetrabelos (CSIRO H 7665–01), arrow indicates single ventral preopercular notch; (B) Pegasus volitans (CSIRO H 6649–02), arrows indicate double ventral preopercular notches.
Caudolateral plate keels at intersects of tail rings. (A) Pegasus tetrabelos (CSIRO H 7665–01); (B) Pegasus volitans (CSIRO H 6649–02).
(A) Pegasus tetrabelos (CSIRO H 7665–01); (B) Pegasus volitans (CSIRO H 6649–02).
(A) Pegasus tetrabelos (CSIRO H 7665–01) showing terminodorsal-lateral and terminoventral-lateral plates each with an anteriorly and posteriorly directed spine; (B) Pegasus volitans (CSIRO H 6649–02) showing terminal-lateral plate with an anteriorly and posteriorly directed spine.
Pegasus volitans specimens indicated by yellow dots and Pegasus tetrabelos specimens indicated by black (holotype) and red (paratypes) dots. Map generated in QGIS using Natural Earth 1:10,000,000 data (www.naturalearthdata.com).
Sites where Pegasus tetrabelos (red dots) and Pegasus volitans (yellow dots) were recorded; black dots refer to those sites where Pegasus specimens were not captured. Map generated in QGIS using Natural Earth 1:10,000,000 data (www.naturalearthdata.com).
(A) sequences from the 16S gene; (B) sequences from the COI gene. Trees are based on the K2 evolutionary distance model and are shown here with mined Pegasus and Eurypegasus sequences from GenBank. The trees are shown here with an E. draconis outgroup. Bootstrap support values (following 1000 replicates) are shown above the nodes.
Holotype. CSIRO H 6553–03, female 110 mm PCL, northeast of Dungeness Island, Torres Strait, Australia, 09°46’9” S, 143°09’19” E, 19 m depth, 24 Jan 2004.
Paratypes. Northern Territory, Australia: NTM S. 10604–008, 32 mm PCL, near North Oxley Island, Oxley Islands, 11° S, 132°49’1” E, 10 m depth, 19 Oct 1982; NTM S. 13283–003, 115 mm PCL, northeast of Charles Point, Beagle Gulf, 12°15’ S, 130°40’58” E, 26 m depth, 2 Sep 1992; NTM S. 13284–003 (2 specimens), 99–119 mm PCL, northeast of Charles Point, Beagle Gulf, 12°16’58” S, 130°40’ E, 24 m depth, 2 Sep 1992; WAM P. 29139–002, 109+ mm PCL (rostrum tip damaged), ~84 km southwest of Darwin, 12°50’ S, 130°10’ E, 34–45 m depth, 10 Sep 1965.
Queensland, Australia: AMS IA. 6761 (2 specimens), 57–60 mm PCL, Lindeman Island, 20°27’ S, 149°02’ E, 1936; AMS I. 20771–097 (6 specimens), 109–120 mm PCL, 1–9 mile east of Captain Billy Creek, Cape York, 11°37’ S, 142°56’ E, 16–18 m depth, 18 Feb 1979; AMS I. 34375–001 (9 specimens), 75–92 mm PCL, 5 km southwest of Leicester Island, Shoalwater Bay, 22°18’54” S, 150°22’44” E, 16 m depth, 24 Oct 1993; CSIRO H 6520–02 (2 males, 1 female), 73–102 mm PCL, north of Broad Sound, 21°47’48” S, 149°32’12” E, 10 m depth, 13 Nov 2005; CSIRO H 6543–03, 107 mm PCL, CSIRO H 6543–04, male 109 mm PCL, CSIRO H 6543–05, male 97 mm PCL, east of Banks Island, Torres Strait, 10°07’46” S, 142°45’51” E, 19 m depth, 12 Jan 2004; CSIRO H 6547–02 (1 male, 1 female), 100–123 mm PCL, east of Newcastle Bay, 10°45’27” S, 142°47’21” E, 26 m depth, 25 Sep 2004; CSIRO H 6555–02, male 102 mm PCL, northeast of Mackay, 21°01’34” S, 149°21’26” E, 25 m depth, 29 Apr 2004; CSIRO H 6667–03, 114 mm PCL, north of Dungeness Island, Torres Strait, 9°26’57” S, 142°51’12” E, 12 m depth, 23 Jan 2004; CSIRO H 6688–02, male 110 mm PCL, west of Mulgrave Island, Torres Strait, 10°10’33” S, 141°58’39” E, 12 m depth, 17 Jan 2004; CSIRO H 6738–06 (3 specimens), 114–120 mm PCL, CSIRO H 6738–07, female 110 mm PCL, southeast of Mackay, 21°17’58” S, 149°34’11” E, 21 m depth, 29 Apr 2004; CSIRO H 6793–02, male 115 mm PCL, east of Banks Island, Torres Strait, 10°16’41” S, 142°42’31” E, 19 m depth, 13 Jan 2004; CSIRO H 6795–03 (2 specimens), 101–106 mm PCL, west of Prince of Wales Island, Torres Strait, 10°41’38” S, 141°53’36” E, 14 m depth, 18 Jan 2004; CSIRO H 6912–06, female 112 mm PCL, east of Saibai Island, Torres Strait, 9°18’34” S, 142°55’04” E, 11 m depth, 23 Jan 2004; CSIRO H 6914–04, female 114 mm PCL, west of Mulgrave Island, Torres Strait, 10°02’43” S, 141°36’32” E, 16 m depth, 16 Jan 2004; CSIRO H 6918–04 (2 specimens), 91–92 mm PCL, east of Bowling Green Bay, 19°26’48” S, 147°34’ E, 16 m depth, 2 Dec 2003; CSIRO H 7090–02 (15 specimens), 88–121 mm PCL, CSIRO H 7090–03, 103 mm PCL, CSIRO H 7090–04, female 107 mm PCL, CSIRO H 7090–05 (dry), ~109 mm PCL, CSIRO H 7090–06, 88 mm PCL, north of Broad Sound, 21°37’51” S, 149°36’03” E, 15 m depth, 28 Apr 2004; CSIRO H 7491–03, male 109 mm PCL, west of Mulgrave Island, Torres Strait, 10°02’55” S, 141°39’37” E, 14 m depth, 16 Jan 2004; CSIRO H 7502–03 (2 females, rostra damaged), 86+ and 95+ mm PCL, south of Whitsunday Island, 20°29’32” S, 148°59’21” E, 31 m depth, 5 Dec 2003; CSIRO H 7660–03 (5 specimens), 102–115 mm PCL, east of Northumberland Islands, 21°37’22” S, 150°07’47” E, 34 m depth, 28 Nov 2005; CSIRO H 7665–01, 111 mm PCL, CSIRO H 7665–03, female 110+ mm PCL (rostrum tip damaged), north of Dalrymple Island, Torres Strait, 9°21’55” S, 143°24’18” E, 20 m depth, 25 Jan 2004; CSIRO H 7666–01 (3 specimens), 105–120 mm PCL, west of Hook Island, 20°09’46” S, 148°46’43” E, 27 m depth, 4 Dec 2003; CSIRO H 7667–01, 74 mm PCL, CSIRO H 7667–02, female 103 mm PCL, CSIRO H 7667–03, 102 mm PCL, south of Saibai Island, Torres Strait, 9°28’6” S, 142°43’35” E, 8 m depth, 23 Jan 2004; CSIRO H 7668–01 (3 specimens), 64–74 mm PCL, north of Broad Sound, 21°52’58” S, 149°30’56” E, 10 m depth, 28 Apr 2004; CSIRO H 7673–02 (2 females; 1 male), 102–116 mm PCL, east of Banks Island, Torres Strait, 10°06’44” S, 142°39’38” E, 17 m depth, 12 Jan 2004; CSIRO H 7674–01 (2 specimens), 89–99 mm PCL, east of Flinders Group, 14°10’48” S, 144°11’38” E, 15 m depth, 21 Sep 2004; CSIRO H 7675–01 (2 specimens), both 71 mm PCL, CSIRO H 7675–02 (1 male, 3 females), 66–73 mm PCL, Broad Sound, 22°01’ S, 149°32’56” E, 11 m depth, 28 Apr 2004; CSIRO H 7676–01 (3 specimens), 98–107 mm PCL, CSIRO H 7676–02 (3 females), 98–108 mm PCL, CSIRO H 7676–03, female 102 mm PCL, west of Northumberland Islands, 21°35’36” S, 149°42’15” E, 21 m depth, 28 Apr 2004; CSIRO H 7677–01, 108 mm PCL, west of Double Cone Island, 20°06’33” S, 148°41’10” E, 30 m depth, 4 Dec 2003; CSIRO H 7678–01, male 94 mm PCL, CSIRO H 7678–02 (2 female, 1 male), 90–94 mm PCL, northeast of Broad Sound, 21°53’35” S, 150°04’48” E, 22 m depth, 9 Dec 2003; CSIRO H 7679–01 (10 specimens), 86–105 mm PCL, north of Broad Sound, 21°44’17” S, 149°36’11” E, 14 m depth, 12 Nov 2005; CSIRO H 7683–01, female 108 mm PCL, north of Ince Bay, 21°24’57” S, 149°25’36” E, 10 m depth, 29 Apr 2004; CSIRO H 7684–01, female 108+ mm PCL (rostrum tip damaged), south of Scawfell Island, Cumberland Island group, 20°55’32” S, 149°38’22” E, 40 m depth, 29 Apr 2004; CSIRO H 7685–01 (2 females), 110–115 mm PCL, west of Curlew Island, Northumberland Island Group, 21°41’18” S, 149°41’38” E, 18 m depth, 28 Apr 2004; CSIRO H 7686–01, male 114 mm PCL, northeast of Newcastle Bay, Torres Strait, 10°34’23” S, 142°58’22” E, 22 m depth, 9 Jan 2004; CSIRO H 7687–01, female 115 mm PCL, west of Mulgrave Island, Torres Strait, 10°09’48” S, 141°38’36” E, 15 m depth, 16 Jan 2004; CSIRO H 7688–01, male 118 mm PCL, northwest of Long Island, Torres Strait, 9°58’51” S, 142°45’53” E, 18 m depth, 20 Jan 2004; CSIRO H 7689–01, male 111 mm PCL, northeast of Dungeness Island, Torres Strait, 9°39’29” S, 142°47’36” E, 10 m depth, 23 Jan 2004; CSIRO H 7690–01, female 109 mm PCL, northeast of Broad Sound, 21°54’52” S, 150°01’58” E, 21 m depth, 13 Nov 2005; CSIRO H 7691–01, male 91 mm PCL, Princess Charlotte Bay, 14°19’19” S, 143°54’44” E, 8 m depth, 3 Mar 2006; NRM 66669, 108 mm PCL, north of Broad Sound, 21°37’51” S, 149°36’03” E, 15 m depth, 28 Apr 2004; QM I. 36186 (3 specimens), 91–103 mm PCL, northwest of Osborne Island, 22°13’ S, 150°13’ E, 21 m depth, 10 May 2004; QM I. 36040 (3 specimens), 104–110 mm PCL, east of Repulse Islands, 20°36’5” S, 148°55’59” E, 24 m depth, 30 Nov 2003; WAM P. 34325–001, 116 mm PCL, east of Newcastle Bay, Torres Strait, 10°50’49” S, 142°52’43” E, 25 m depth, 25 Sep 2004; USNM 434842, 113 mm PCL, south of Dalrymple Island, Torres Strait, 9°41’05” S, 143°21’41” E, 25 m depth, 24 Jan 2004.
Other specimens. AMS IA. 6803, 11 mm PCL, Lindeman Island, Queensland, Australia, 20°27’ S, 149°02’ E, 1936; NTM S. 13721–009, 12 mm PCL, south of Mitchell Creek, Darwin Harbour, 12°30’46” S, 130°56’23” E, 7 m depth, 16 Jul 1993.
Tail rings 12, anteriormost 9 mobile, articulating laterally, remaining 3 fused together, attenuated and dorsoventrally flattened; terminodorsal-lateral (tdl) and terminoventral-lateral (tvl) plates each with an anteriorly and posteriorly directed spine; terminal-lateral plates (tl) absent; interpectoral plate (ip) present; single ventral preopercular notch present; rostrum spatulate; carapace with three small posteriorly directed tubercles along each dorsal ridge, one at the centre of each dorsal plate; scales not present on orbit; pectoral fin composed of 9–10 (usually 10) soft rays, 5th ray stouter than other rays; abdominal centra 7, caudal centra 14, total centra 21; tail with 4 dark saddles, no dark saddle on tail ring XI.
Body depressed, carapace depth 8.3 in holotype (6.8–9.5 in paratypes)% SL, carapace depth generally constant; interpectoral width 17.3 (14.1–17.6)% SL; carapace width 16.5 (13.5–18.1)% SL; body width gradually tapering from mid-trunk to tail. Rostrum long, length 25.4 (22.5–29.5)% SL, tapering from anterior orbit to anterior subrostral chamber then about constant throughout its length; slightly club-shaped anteriorly, tip rounded (straight to club-shaped, tip rounded to truncate in paratypes), width at tip 3.5 (2.0–3.6)% SL; rostral spines present from rostrum tip to anterior subrostral chamber (sometimes covered with skin), 35 each side in holotype (often damaged in paratypes: 33–41 on left side [n = 7], 30–38 [n = 8] on right side). Orbit subcircular; length 6.1 (5.5–7.2)% SL, height 4.6 (4.1–5.5)% SL; interorbital width 5.0 (4.5–5.5)% SL, narrowest at posterior pupil; shallow interorbital depression; suborbital spines absent; parietals and epioccipitals with small tubercles. Carapace length 34.6 (31.3–36.8)% SL; low, paired dorsal ridges starting posterior to orbit and bisecting dorsal plates, parallel but widening slightly at carapace base, broadening onto anterior tail rings to form dorsolateral margin of tail; 3 small posteriorly directed tubercles on each dorsal ridge, one at the centre of each dorsal plate (Fig 3A); weak transverse ridges interconnecting dorsal plate tubercles; shallow depressions formed by lattice of dorsal ridges and transverse ridges. Plates vl3–5 fold over plates dl2–4, forming a grooved lateral carapace ridge between pectoral fin insertion and lateral junction of tail ring I; dorsolateral carapace plates each with a weak posteriorly directed tubercle; ventrolateral plates II to V with weak tubercles on lateral edges (weak to distinct in paratypes). A single ventral preopercular notch present where anterior point of vl1 slots into a single notch at outer junction of vl1 and preopercular plate (Fig 4A). Body, rostrum, head, and tail covered in tiny denticles; denticles in longitudinal rows on rostrum; scales absent.
Tail with 11 paired caudodorsal plates (cd1–11), 11 paired caudoventral plates (cv1–11), an unpaired termino-dorsal plate (td), an unpaired termino-ventral plate (tv), and terminodorsal-lateral (tdl) and terminoventral-lateral (tvl) plates each with an anteriorly and posteriorly directed spine; terminal-lateral plates (tl) absent; 6 paired caudolateral plates (cl1–6), cl1 is on posterolateral side of tail ring I and does not overlap tail ring II; cl2 overlaps tail rings II–III, cl3 overlaps tail rings III to IV, cl4 overlaps tail rings IV to V, cl5 overlaps tail rings V to VI, and cl6 overlaps tail ring VI to VII; lateral plates are scutella-like anteriorly and keel-like posteriorly; keel on cl1 is largest, approximately ¾ visible tail ring length, elevated compared to remaining keels and broadly rounded; keels on remaining caudolateral plates posteriorly directed (Fig 5A) and roughly diamond-shaped. Tail rings I–VIII rectangular in cross-section, with dorsal, ventral, and lateral faces joined at dorsolateral and ventrolateral margins; tail rings sequentially tapering to form a dorsoventrally flattened posterior section. Small tubercle on centre of each caudodorsal plate, most prominent anteriorly, and decreasing in size and barely visible beyond tail ring IX. Tail rings I–VIII with weak tubercles/keels at ventrolateral margin. Tail rings VIII–XII with translucent, lateral ridges that extend length of tail ring; each lateral ridge with fine denticulations along its length except where ending in a spine tip; tail ring IX ridge terminating in small single posteriorly-directed spine (spines sometimes encased within skin); tail ring X and XI ridges starting and ending with small single anterior and posterior spines; tail ring XI also with superior ridge starting mid-tail ring and terminating in an additional posterior spine; terminodorsal-lateral (tdl) and terminoventral-lateral (tvl) plates each with an anteriorly and posteriorly directed spine, plates diverge posteriorly with distance between posterior spines twice the distance between anterior spines (Fig 7A).
Pectoral fin with 10 soft rays (9 on both sides of paratype CSIRO H 6543–04), 5th ray stouter than other rays. Pelvic fin with 1 spine and 2 rays; 2nd ray reduced to a single element, very small in size and connected by thin membrane to 1st ray. Dorsal fin with 5 rays; anal fin with 5 rays; length of dorsal and anal fin rays not equal, anterior ray longest, posterior ray shortest. Caudal fin with 8 rays, truncate to slightly convex.
Holotype (female, Fig 2): Prior to preservation (post-thawing, specimen frozen for 10 years). Dorsal and lateral body surfaces cream to medium brown, overlaid with dark brown to black spots, blotches and saddles. Trunk medium brown with small dark brown to black spots; a dark brown to black transverse bar across plate dl2; dorsal ridges cream; plate dl4 with black border, thickest anteriorly at margin with plate dl3. Head cream to reddish-brown with pale brown to black spots; a triangular pattern of dark brown spots between posterior orbits and anterior junction of plates dl1, with a small, dark V-shaped marking posteriorly; three prominent dark brown to black spots about half pupil width, first below anterior eye (only visible laterally), second below posterior pupil, and third anterior of 3rd circumorbital (second and third spots visible dorsally, laterally and ventrally). Rostrum translucent, in dorsal view from posterior to anterior: small dark brown spots between orbit and above subrostral chamber, a pair of large pupil-sized spots wrapping around lateral edges in line with anterior subrostral chamber, followed by a single dark brown bar and 5 roughly pupil-sized dark brown spots that alternate along the rostrum edges, ending just before the rostral tip; in lateral view: 3 horizontal blotches between anterior orbit and level of anterior subrostral chamber; in ventral view: no additional pigmentation, but dorsal and lateral markings visible through translucent section of rostrum. Pectoral-fin base cream to pale-brown with small reddish-brown spots. Pectoral fins translucent with small dark brown spots on fin membranes and fin rays; two sets of large, dark brown spots on fin rays, first at about their mid-length and second closer to outer membrane; large spots in pairs on 4th–8th fin rays; remaining rays with single spots; no large spots centrally on the stout 5th pectoral fin ray; dark brown spots basally on 3rd–5th pectoral rays. Tail cream dorsally and laterally with small reddish-brown spots; dark brown blotch centrally on anterior part of tail ring I; clusters of larger spots or blotches forming 4 dark saddles, first on tail rings III–V at about position of dorsal-fin base, second on tail rings VII–VIII, third on tail ring IX–X, and last on tail ring X; some less distinct saddles or groupings of spots present. Dark brown spots present on lateral side of caudoventral plates 1–3 and 6–7. Dorsal and anal fins translucent; each dorsal-fin ray with a small dark brown spot near base and near tip; each anal-fin ray with a small dark spot distally. Caudal fin translucent with dark brown blotch at base and dark brown spots on rays, most evident distally. Pelvic rays cream with 2 faint brown blotches toward tip. Ventral surfaces mostly pale cream and whitish, medium-brown at pectoral-fin base and anterior half of head, including mouth; some dorsal saddles visible ventrally through tail rings, especially posteriorly.
In preservative: Reddish brown and cream fade to shades of greyish brown and yellow, respectively. On carapace, pale dorsal ridges less distinct and blending into background colouration; transverse bar less distinct; dorsal lateral plates finely outlined in black. Dorsal plate margins, ventral plate margins posterior to gular plate, and ventral tail margins outlined in light grey. Pectoral and ventral plates darkened to yellowish brown; ventral base of pectoral fins coloured yellow to yellowish brown.
Paratype (CSIRO H 7491–03, male): Prior to preservation (post-thawing, specimen frozen for 10 years). Similar to holotype, but bands of spots on pectoral fins are usually single spots (not paired), except midway along on 4th and 7th rays which are paired. Each dorsal-fin ray with an additional medial small dark brown spot; each anal-fin ray with two small dark spots distally.
Colour variation amongst measured paratypes and rostrum markings from sexed specimens: Some paratypes without rostral markings, and/or single dark brown bar either absent or replaced by parallel spots, and/or when present, remaining markings appear as 4–8 alternating spots along rostrum edges or 3–4 bars. Large spots on pectoral fins occur either paired or singly. Dark brown to black spots below anterior eye and/or below posterior pupil may be absent. Sometimes with 3 pelvic fin spots.
Freshly caught specimen (paratypes CSIRO H 6543–04 and CSIRO H 7678–01, both males): Carapace including supraorbital tinged olive to dark green; pectoral fins and dorsal tail rings with small orange-brown spots; single orange-brown spot on base of 1st dorsal ray visible in dorsal view; single orange-brown spots anteriorly on tail rings I and II along both dorsal tail ridges.
Type specimens ranged from 32 to 123 mm PCL (morphometric types ranged from 79 to 98 mm SL, 94 to 116 mm PCL). Two non-type specimens of 11 and 12 mm PCL are probably this species.
Pegasus tetrabelos is known from the east coast of Queensland and Torres Strait between latitudes 9°15’ S and 22°01’ S, and in the Northern Territory from the Beagle Gulf to off Darwin (Fig 8). Specimens collected during the Torres Strait and Great Barrier Reef trawl surveys [27,28] formed three distinct clusters (Fig 9). The first cluster was located in the Torres Strait between latitudes 9°15’ S and 10°51’ S; the second cluster in Princess Charlotte Bay (~14°15’ S); and the third from Bowling Green Bay (19°26’ S) south to Broad Sound (22°01’ S). Despite intensive trawling, no specimens of the new species (or P. volitans) were caught between these clusters in the trawl survey. This likely reflects specific habitat preferences. There are currently no records of this species from the Gulf of Carpentaria or Western Australia.
Specimens of P. tetrabelos were collected at depths of 8–45 m, mostly in depths less than 30 m. Although the trawling surveys of the Great Barrier Reef and Torres Strait were conducted to depths of 100 m, P. tetrabelos was not collected in depths greater than 40 m.
The species name tetrabelos is a combination of the Greek ‘tetra’ meaning four and ‘belos’ meaning dart or arrow in allusion to the four backward pointing spines on the terminal tail ring (two on each side). The name is treated as a noun in apposition.
The genetic identity of the Pegasus specimens was based here on their 16S and COI sequence information. Each of the 24 samples sequenced successfully for both mtDNA fragments; average COI sequence was 583 base pairs, while the average 16S sequence was 546 base pairs. The 14 P. volitans samples were all highly matched (99.7% pairwise identity) to Accession No. AP005984 (P. volitans mtDNA complete genome, ) while the nine P. tetrabelos samples matched the same Accession (No. AP005984) at a lower level of 97.3% pairwise identity.
Average 16S nucleotide composition across the P. volitans specimens consisted of 23.6% Thymine, 23.5% Cytosine, 30.9% Adenine and 22.0% Guanine residues. This was essentially the same across the P. tetrabelos specimens with the exception of a higher Cytosine content (24.2%). For COI, the residue content varied slightly more between the species (P. volitans: 27.4% T, 27.8% C, 26.1% A, 18.7% G; P. tetrabelos: 27.6% T, 27.9% C, 25.0% A, 19.5% G).
Evolutionary divergence over pairs of P. volitans samples (i.e. average genetic distances/diversity from the number of base substitutions per site, ±SE) was 0.001 (±0.001) for 16S and 0.011 (±0.003) for COI. In P. tetrabelos, the 16S genetic diversity among specimens was also low at 0.001 (±0.000), with a slightly higher divergence of 0.004 (±0.001) for COI. The K2 divergence between the two species at the 16S gene was 0.015 (±0.004), while the COI gene reflected a much higher divergence of 0.081 (±0.011). This concordant, yet higher sequence divergence between the two species in the two mtDNA genes was observed in the longer branch lengths of the ML trees for COI as compared to 16S (see Fig 10a and 10b). As Fig 10 shows, there was clear delineation of the species. The P. tetrabelos sequences clustered together, and specimens of the two Pegasus species formed separate groups (with external branch lengths well supported by high bootstrap values). Both species were definitively separated from the outgroup specimen, E. draconis (Accession No. AP005983). The NJ and Bayesian trees while not shown here, displayed the same topology.
Comparisons with other species
Pegasus tetrabelos most closely resembles P. volitans (Fig 11) and they differ from their congeners P. lancifer and P. laternarius in: the number of tail rings (12 vs. 14 and 11, respectively); the number of posteriormost tail rings which are fused together (3 vs. 7 in P. lancifer and only 9th and 10th tail ring in P. laternarius); a more slender body (carapace width 13.5–18.1% SL in P. tetrabelos and 12.8–15.5% SL in P. volitans vs. 21.3–28.1% SL in P. lancifer and 25.6–35.8% SL in P. laternarius; interpectoral width 14.1–17.6 and 12.7–15.5% SL vs. 23.8–28.8 and 33.2–48.7% SL, respectively); and typically with a longer rostrum (rostrum length 22.5–29.5 and 21.3–29.3% SL vs. 6.9–15.1 and 7.8–19.3% SL, respectively). Pegasus tetrabelos shares similarities with its congeners P. lancifer and P. laternarius in possessing dorsal and ventral pairs of posteriorly-directed spines on the terminal tail ring, and posteriorly-directed tubercles on its dorsal ridge, though less pronounced in P. tetrabelos. In addition, both P. tetrabelos and P. laternarius have a stout 5th pectoral-fin ray, and both P. tetrabelos and P. lancifer have a single ventral preopercular notch
(A) dorsal; (B) lateral; and (C) ventral views.
Comparison of the Pegasus volitans lectotype (NRM LP 30) with the new species was limited due to its fragile nature and damaged rostrum (Fig 12). It differed from P. tetrabelos in: length of the terminal tail ring spine when viewed dorsally (c. 4.5 vs. 1.9–3.0% SL); pectoral-fin ray count (11 vs. 10, from radiograph); and presence of a double ventral preopercular notch (vs. single ventral preopercular notch).
Pegasus tetrabelos differed from P. volitans (based on material examined in this study) in the following characters: terminodorsal-lateral and terminoventral-lateral plates with anteriorly and posteriorly directed spines present (vs. absent in P. volitans), terminal-lateral plates absent (vs. present, see Fig 7); shorter tail ring XII spine (1.9–3.0 vs. 4.1–5.5% SL), spines on lateral tail ridges demarcate earlier (posterior tail ring IX vs. posterior tail ring X–XI or not demarcating, see Fig 6); wider tail ring X (width 4.1–5.0 vs. 3.4–4.0% SL), 4 dark caudal saddles, no prominent saddle on tail ring XI (vs. 5 dark caudal saddles including prominent saddle on tail ring XI, see Figs 2 vs. 11); pectoral fin rays usually 10 (vs. usually 11); 5th pectoral-fin ray stout (vs. not stouter than adjacent rays); single ventral preopercular notch (vs. double ventral preopercular notch, see Fig 4); carapace with three small posteriorly directed tubercles along each dorsal ridge, one at the centre of each dorsal plate (vs. no posteriorly directed tubercles, see Fig 3). Lateral keels are often comparatively more defined and posteriorly-directed in P. tetrabelos (see Fig 5).
Pegasus tetrabelos and P. volitans were frequently caught together in trawls at the same depths on sandy or muddy substrata in the Great Barrier Reef and Torres Strait regions. Further research is required to determine whether these two species share the same habitats or whether there are fine-scale habitat preferences between them. Pegasus tetrabelos appears to have a much more restricted distribution than P. volitans. However, closer examination of P. volitans specimens from various locations throughout its wide Indo-West Pacific range is required to determine whether only a single species is involved or whether there are further cryptic speciation issues which need to be resolved.
Although the whereabouts of the types of Pegasus pristis  are unknown, it can be ruled out as an available name for P. tetrabelos based on the number of pectoral-fin rays recorded in the description, i.e. 11 (9 or 10 in P. tetrabelos). Furthermore, Bleeker’s description mentions that both sides of the last caudal ring with a very conspicuous sharp thorn which aligns with the P. volitans rather than P. tetrabelos which possesses two sharp thorns on each side which are less conspicuous. As outlined previously, Cataphractus anceps of  was based on the same source, i.e. ), as used by  for P. natans, with no types known. The illustrations of this species in  clearly show a large and very distinct spine on the terminal tail ring (Fig 1), far larger than present in P. tetrabelos. Since P. volans is based on NRM LP 30 which is the lectotype of P. volitans, the above available names (P. anceps, P. natans, P. pristis, and P. volans) remain in the synonymy of P. volitans.
DNA barcoding comparisons
The aim of the DNA barcoding investigation here was not to undertake a comprehensive phylogenetic study of the Pegasidae family, but rather focus on whether a species complex may exist within P. volitans in Australian waters. As shown in this study, samples nominally identified as P. tetrabelos were clearly separated from P. volitans. Supported by the integrated taxonomic approach, the DNA barcoding of two mtDNA genes strongly supports the presence of both P. volitans and P. tetrabelos specimens. Additionally, while both genes detected species level sequence differences, the genetic divergence in the COI gene was higher than the 16S gene. Both genes identified a higher level of within species variation present in the P. volitans samples. This was evident by two sub-groups (with highest bootstrap support in the COI gene) observed in the P. volitans.
Intraspecific variations in Pegasus tetrabelos, which are largely provided in the description section, include morphological characters and aspects of the coloration. Variations in rostral and pectoral fin markings, and variations in rostral shape (e.g. tip club shaped vs. not club shaped) could not be consistently attributed to differences in sex, size (as a proxy for age), or region. Genetic analyses of the 16S and COI mtDNA genes also detected low levels of genetic variation present in the nine P. tetrabelos specimens that were barcoded.
Examination of specimens sexed via dissection revealed morphological characters which differed between female and male Pegasus tetrabelos. Consistently differing characters were trunk width and maximum rostrum width. Females had wider trunk widths (16.2–19.6 vs. 13.1–15.7% SL), and narrower maximum rostrum widths (4.8–5.4 vs. 6.2–6.7% SL). These sexually dimorphic characters were only apparent in specimens greater than approximately 74 mm SL, with females and males less than 63.5 mm SL not differing in these characters. Thus, these characters are possibly a proxy for an approximate size at maturity in this species.
Conservation and management implications
This study has delineated and described a new cryptic species, Pegasus tetrabelos, from what was previously a commonly-recognised, wide-ranging species. This has been strongly supported by multiple taxonomic tools through an integrated taxonomy approach, and will provide a basis for scientific studies, and informed management and conservation efforts into the future.
A consequence of having a single wide-ranging species split into two, with one species having a much more restricted range, is that there is a need to reassess management or impacts relevant to each species. Pegasus species are caught as bycatch in northern Australian commercial prawn trawl fisheries, where they are discarded . The abundance of ‘P. volitans’ was reported to have declined in the southeast Gulf of Carpentaria after 20 years of prawn trawl fishing, with demersal fish surveys recording a reduction in catches of 32% . In the East Coast Trawl Fishery and Torres Strait Prawn Fishery, ‘P. volitans’ were found to be caught in ~24 and 41% of prawn trawls, respectively [34,35]. Although it is not possible to determine the relative contribution of P. volitans and P. tetrabelos from this data, it is likely both species are encountered in these two fisheries.
Although pegasids are not utilised in large quantities in Australian waters, there is evidence of far greater exploitation of pegasids in some Asian countries. In a single Philippine province, it is estimated 43,000–62,000 seamoths/year (predominantly P. volitans) are caught live for the aquarium trade, with an additional 130,000–620,000 P. volitans/year caught incidentally by fishers and sold to traditional Chinese medicine markets . Sales of P. volitans for traditional medicine in China are estimated to be in the millions each year, provided by suppliers throughout Southeast Asia . This highlights the need for further taxonomic work on this group outside of Australia. If the wide-ranging P. volitans is found to be a complex of species with more restricted ranges, such localised heavy exploitation could be a more significant threat than currently recognised.
S1 Text. Comparative material.
Collection data for the comparative material examined in this study.
S2 Text. DNA barcoding.
DNA extractions and sequencing analyses
S1 Fig. Morphological measurements taken from Pegasus specimens.
Dorsal, lateral and ventral illustrations of a stylised Pegasus volitans illustrating the measurements used in this study.
S2 Fig. Configuration of external plates in Pegasus volitans.
(A) dorsal and (B) ventral views taken from . Abbreviations for head, body and tail plates (all plates are paired except where noted) taken from : a = anal plate; ca.d. = dorsal ridge; ca.dl. = dorsolateral ridge; ca.vl. = ventrolateral ridge; cd1–11 = caudodorsal plates; cll–6 = caudolateral plates; ct = cleithrum; cv1–11 = caudoventral plates; d1–3 = dorsal plates; dll–4 = dorsolateral plates; ect = ectethmoid; f.p.v. = ventral-fin foramen; fr = frontal; g = gular plate; ip = interpectoral plate (unpaired); iv = interventral plate (unpaired); met = mesethmoid (unpaired); na = nasal (paired elements fused on midline); p = pectoral plate; pa = preanal plate (unpaired); pp.s. = superior pectoral-fin plate; pp.i. = inferior pectoral-fin plate; td = terminal-dorsal plate (unpaired); tl = terminal-lateral plate; tv = terminal-ventral plate (unpaired); v = ventral plate; vll–5 = ventrolateral plates.
S1 Table. Morphological methodology.
Description of the morphological characters used in this study (see also S1 Fig).
We would like to thank the following people for their contribution to this study: Daniel Gledhill (CSIRO) for collecting a large number of the specimens used in this study and providing distribution information; Peter Last (CSIRO) for his taxonomic advice; Alastair Graham (CSIRO) for providing collection information and registration numbers for all CSIRO material; Bo Fernholm and Sven Kullander (NRM) for providing images and data for the P. volitans lectotype; Jeff Williams (USNM) for providing registration numbers for a paratype and comparative material specimen; Glenn Moore and Sue Morrison (WAM) for providing registration numbers for a paratype and comparative material specimens and for access to WAM material and associated data; Mark McGrouther (AMS) for access to AMS material and associated data; Michael Hammer (NTM) for checking NTM material and providing images and associated data; Jeff Johnson (QM) for access to QM material and associated data; Carlie Devine (CSIRO) for preparing images; Lou Conboy (CSIRO) for taking images of type specimens and comparative material; Margaret Marsh for assistance in understanding ancient Latin and Greek texts; and finally, the holotype of the new species and a large number of other specimens examined were obtained during an extensive scientific project undertaken in the Torres Strait and Great Barrier Reef (Pitcher et al. 2007a, b) and hence we thank the crew of the FRV Gwendoline May for assistance and support.
Conceived and designed the experiments: WTW JJP SAA. Performed the experiments: DO JJP SAA. Analyzed the data: DO JJP SAA. Contributed reagents/materials/analysis tools: JJP SSA WTW. Wrote the paper: DO JJP SAA WTW.
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