Implications of taxonomic misidentification for future invasion predictions: Evidence from one of the most harmful invasive marine algae

Abbott, 2010, Morphological relationships within the genus Lophocladia (Rhodomelaceae, Rhodophyta) including a description of L. kuesteri sp. nov. from Hawai'i, Phycologia, 49, 390, 10.2216/09-81.1 Allen, 2016, Out of the weeds? Reduced plant invasion risk with climate change in the continental United States, Biol. Conserv., 203, 306, 10.1016/j.biocon.2016.09.015 Alves, 2021, Invasive shrimp Cinetorhynchus erythrostictus (Decapoda: Caridea) misidentified in the marine aquarium trade: niche overlap with a native congeneric species, Estuar. Coast. Shelf Sci., 258 Antit, 2010, A gastropod from the tropical Atlantic becomes an established alien in the Mediterranean, Biol. Invasions, 12, 991, 10.1007/s10530-009-9532-2 Araújo, 2006, Five (or so) challenges for species distribution modelling, J. Biogeogr., 33, 1677, 10.1111/j.1365-2699.2006.01584.x Ashton, 2007, Distribution of the introduced amphipod, Caprella mutica Schurin, 1935 (Amphipoda: Caprellida: Caprellidae) on the west coast of Scotland and a review of its global distribution, Hydrobiologia, 590, 31, 10.1007/s10750-007-0754-y Assis, 2018, Projected climate changes threaten ancient refugia of kelp forests in the North Atlantic, Glob. Chang. Biol., 24, e55, 10.1111/gcb.13818 Aysel, 1981, 391, 107 Azzurro, 2004, A new settled population of the lessepsian migrant Siganus luridus (Pisces: Siganidae) in Linosa Island - Sicily Strait, J. Mar. Biol. Assoc. U. K., 84, 819, 10.1017/S0025315404009993h Azzurro, 2013, Fistularia commersonii in the Mediterranean Sea: invasion history and distribution modeling based on presence-only records, Biol. Invasions, 15, 977, 10.1007/s10530-012-0344-4 Ballesteros, 2007, Mortality of shoots of Posidonia oceanica following meadow invasion by the red alga Lophocladia lallemandii, Bot. Mar., 50, 8, 10.1515/BOT.2007.002 Beale, 2012, Incorporating uncertainty in predictive species distribution modelling, Philos. Trans. R. Soc., B Biol. Sci., 367, 247, 10.1098/rstb.2011.0178 Beck, 2014, Spatial bias in the GBIF database and its effect on modeling species' geographic distributions, Ecol. Inform., 19, 10, 10.1016/j.ecoinf.2013.11.002 Bianchi, 2019, Consequences of the marine climate and ecosystem shift of the 1980–90s on the Ligurian Sea biodiversity (NW Mediterranean), Eur. Zool. J., 86, 458, 10.1080/24750263.2019.1687765 Blanco, 2021, Spotting intruders: species distribution models for managing invasive intertidal macroalgae, J. Environ. Manag., 281 Broennimann, 2012, Measuring ecological niche overlap from occurrence and spatial environmental data, Glob. Ecol. Biogeogr., 21, 481, 10.1111/j.1466-8238.2011.00698.x Brondizio, 2019 Buchan, 1999, Estimating the probability of long-distance overland dispersal of invading aquatic species, Ecol. Appl., 9, 254, 10.1890/1051-0761(1999)009[0254:ETPOLD]2.0.CO;2 Bulleri, 2010, The seaweed Caulerpa racemosa on Mediterranean rocky reefs: from passenger to driver of ecological change, Ecology, 91, 2205, 10.1890/09-1857.1 Canning-Clode, 2017, Refining and expanding global climate change scenarios in the sea: poleward creep complexities, range termini, and setbacks and surges, Divers. Distrib., 23, 463, 10.1111/ddi.12551 Caralt, 2013, Impact of an invasive alga (Womersleyella setacea) on sponge assemblages: compromising the viability of future populations, Biol. Invasions, 15, 1591, 10.1007/s10530-012-0394-7 Cebrian, 2012, Exploring the effects of invasive algae on the persistence of gorgonian populations, Biol. Invasions, 14, 2647, 10.1007/s10530-012-0261-6 Cebrian, 2018, Biodiversity influences invasion success of a facultative epiphytic seaweed in a marine forest, Biol. Invasions, 20, 2839, 10.1007/s10530-018-1736-x Ceccherelli, 2002, Spread of introduced caulerpa species in macroalgal habitats, J. Exp. Mar. Biol. Ecol., 280, 1, 10.1016/S0022-0981(02)00336-2 Cheung, 2010, Large-scale redistribution of maximum fisheries catch potential in the global ocean under climate change, Glob. Chang. Biol., 16, 24, 10.1111/j.1365-2486.2009.01995.x Chihara, 1961, Life cycle of the Bonnemaisoniaceous algae in Japan, pt. 1, 10(153) Coll, 2010, The biodiversity of the Mediterranean Sea: estimates, patterns, and threats, PLoS ONE, 5, 10.1371/journal.pone.0011842 Cormaci, 1992, La vegetazione marina di substrato duro dell'Isola di Salina (Isole Eolie), Boll. Accad. Gioenia Sci. Nat. Catania, 25, 115 Coro, 2018, Forecasting the ongoing invasion of Lagocephalus sceleratus in the Mediterranean Sea, Ecol. Model., 371, 37, 10.1016/j.ecolmodel.2018.01.007 Costa, 2015, Impacts of species misidentification on species distribution modeling with presence-only data, ISPRS Int. J. Geo Inf., 4, 2496, 10.3390/ijgi4042496 Costello, 2010, A census of marine biodiversity knowledge, resources, and future challenges, PLoS ONE, 5, 10.1371/journal.pone.0012110 Darling, 2007, DNA-based methods for monitoring invasive species: a review and prospectus, Biol. Invasions, 9, 751, 10.1007/s10530-006-9079-4 Di Cola, 2017, ecospat: an R package to support spatial analyses and modeling of species niches and distributions, Ecography, 40, 774, 10.1111/ecog.02671 Diaz-Tapia, 2017, Three new cryptogenic species in the tribes Polysiphonieae and Streblocladieae (Rhodomelaceae, Rhodophyta), Phycologia, 56, 605, 10.2216/17-17.1 Díaz-Tapia, 2018, Widely distributed red algae often represent hidden introductions, complexes of cryptic species or species with strong phylogeographic structure, J. Phycol., 54, 829, 10.1111/jpy.12778 Díaz-Tapia, 2018, Molecular analyses resolve the phylogenetic position of Polysiphonia adamsiae (Rhodomelaceae, Rhodophyta) and reveal a strong phylogeographic structure in Australia, Phycologia, 57, 593, 10.2216/18-36.1 Díaz-Tapia, 2020, Extensive cryptic diversity in the widely distributed Polysiphonia scopulorum (Rhodomelaceae, Rhodophyta): molecular species delimitation and morphometric analyses, Mol. Phylogenet. Evol., 152 Díaz-Tapia, 2021, Phylogenetic analyses of Macaronesian turf-forming species reveal cryptic diversity and resolve Stichothamnion in the Vertebrata clade (Rhodomelaceae, Rhodophyta), Eur. J. Phycol., 56, 444, 10.1080/09670262.2021.1871969 Doyle, 1987, JL 1987. A rapid DNA isolation procedure for small quantities of fresh leaf tissue, Phytochem. Bull., 19, 11 Dulvy, 2008, Climate change and deepening of the North Sea fish assemblage: a biotic indicator of warming seas, J. Appl. Ecol., 45, 1029, 10.1111/j.1365-2664.2008.01488.x Espino, 2020, Widespread demographic explosion of a non-indigenous hydrozoan on an oceanic island, Sci. Mar., 84, 111, 10.3989/scimar.04949.09A Feldmann, 1938, Présence du Lophocladia Lallemandi (Mont.) Schmitz, aux environs d'Alger Feldmann, 1939, Sur le développement des carpospores et l'alternance de générations de l'Asparagopsis armata Harvey, CR Hebd. Des Séances Acad. Sci. Paris, 208, 1420 Figueroa, 2019, Hiding in plain sight: invasive coral Tubastraea tagusensis (Scleractinia:Hexacorallia) in the Gulf of Mexico, Coral Reefs, 38, 395, 10.1007/s00338-019-01807-7 Floerl, 2009, The importance of transport hubs in stepping-stone invasions, J. Appl. Ecol., 46, 37, 10.1111/j.1365-2664.2008.01540.x Fort, 2022, Exhaustive reanalysis of barcode sequences from public repositories highlights ongoing misidentifications and impacts taxa diversity and distribution, Mol. Ecol. Resour., 22, 86, 10.1111/1755-0998.13453 Franco, 2018, The ‘golden kelp’ Laminaria ochroleuca under global change: integrating multiple eco-physiological responses with species distribution models, J. Ecol., 106, 47, 10.1111/1365-2745.12810 Freshwater, 1994, A gene phylogeny of the red algae (Rhodophyta) based on plastid rbcL, Proc. Natl. Acad. Sci. U. S. A., 91, 7281, 10.1073/pnas.91.15.7281 Galil, 2009, Taking stock: inventory of alien species in the Mediterranean Sea, Biol. Invasions, 11, 359, 10.1007/s10530-008-9253-y Galil, 2014, International arrivals: widespread bioinvasions in European seas, Ethol. Ecol. Evol., 26, 152, 10.1080/03949370.2014.897651 Godsoe, 2010, Regional variation exaggerates ecological divergence in niche models, Syst. Biol., 59, 298, 10.1093/sysbio/syq005 Heikkinen, 2006, Methods and uncertainties in bioclimatic envelope modelling under climate change, Prog. Phys. Geogr., 30, 751, 10.1177/0309133306071957 Hijuelos, 2017, Application of species distribution models to identify estuarine hot spots for juvenile nekton, Estuar. Coasts, 40, 1183, 10.1007/s12237-016-0199-5 Hughes, 2003, Climate change, human impacts, and the resilience of coral reefs, Science, 301, 929, 10.1126/science.1085046 Hull, 2010, Estimation of species identification error: implications for raptor migration counts and trend estimation, J. Wildl. Manag., 74, 1326, 10.1111/j.1937-2817.2010.tb01254.x Katsanevakis, 2016, Mapping the impact of alien species on marine ecosystems: the Mediterranean Sea case study, Divers. Distrib., 22, 694, 10.1111/ddi.12429 Katsanevakis, 2020, Unpublished mediterranean records of marine alien and cryptogenic species, BioInvasions Rec., 9, 165, 10.3391/bir.2020.9.2.01 Kordas, 2011, Community ecology in a warming world: the influence of temperature on interspecific interactions in marine systems, J. Exp. Mar. Biol. Ecol., 400, 218, 10.1016/j.jembe.2011.02.029 Korshunova, 2019, Multilevel fine-scale diversity challenges the ‘cryptic species’ concept, Sci. Rep., 9, 1, 10.1038/s41598-019-42297-5 Lejeusne, 2010, Climate change effects on a miniature ocean: the highly diverse, highly impacted Mediterranean Sea, Trends Ecol. Evol., 25, 250, 10.1016/j.tree.2009.10.009 Lind, 2010, Novel weapons testing: are invasive plants more chemically defended than native plants?, PLoS ONE, 5, 10.1371/journal.pone.0010429 Liu, 2020, Most invasive species largely conserve their climatic niche, Proc. Natl. Acad. Sci. U. S. A., 117, 23643, 10.1073/pnas.2004289117 Lozano, 2020, Modelling Acacia saligna invasion in a large Mediterranean island using PAB factors: a tool for implementing the European legislation on invasive species, Ecol. Indic., 116 Marbà, 2010, Mediterranean warming triggers seagrass (Posidonia oceanica) shoot mortality, Glob. Chang. Biol., 16, 2366, 10.1111/j.1365-2486.2009.02130.x McIvor, 2001, rbcL sequences reveal multiple cryptic introductions of the Japanese red alga Polysiphonia harveyi, Mol. Ecol., 10, 911, 10.1046/j.1365-294X.2001.01240.x Meier, 2004, Significance of specimen databases from taxonomic revisions for estimating and mapping the global species diversity of invertebrates and repatriating reliable specimen data, Conserv. Biol., 18, 478, 10.1111/j.1523-1739.2004.00233.x Pakker, 1996, Temperature responses of tropical to warm-temperate atlantic seaweeds. I. Absence of ecotypic differentiation in amphi-atlantic tropical-canary islands species, Eur. J. Phycol., 31, 123, 10.1080/09670269600651291 Paradis, 2019, Ape 5.0: an environment for modern phylogenetics and evolutionary analyses in R, Bioinformatics, 35, 526, 10.1093/bioinformatics/bty633 Patzner, 1998, The invasion of “Lophocladia” (Rhodomelaceae, Lophotalieae) at the northern coast of Ibiza (western Mediterranean Sea), Boll. Soc. Hist. Nat. Balears, 41, 75 Payo, 2013, Extensive cryptic species diversity and fine-scale endemism in the marine red alga Portieria in the Philippines, Proc. R. Soc. B Biol. Sci., 280 Petersen, 1918, 1 Peterson, 2011, Ecological niche conservatism: a time-structured review of evidence, J. Biogeogr., 38, 817, 10.1111/j.1365-2699.2010.02456.x Petitpierre, 2012, Climatic niche shifts are rare among terrestrial plant invaders, Science, 335, 1344, 10.1126/science.1215933 Pinochet, 2019, Spread of the non-native anemone Anemonia alicemartinae Häussermann & Försterra, 2001 along the Humboldt-current large marine ecosystem: an ecological niche model approach, PeerJ, 2019 Poloczanska, 2013, Global imprint of climate change on marine life, Nat. Clim. Chang., 3, 919, 10.1038/nclimate1958 Pyšek, 2007, Traits associated with invasiveness in alien plants: where do we stand?, Biol. Invasions, 193, 97, 10.1007/978-3-540-36920-2_7 Pyšek, 2012, A global assessment of invasive plant impacts on resident species, communities and ecosystems: the interaction of impact measures, invading species' traits and environment, Glob. Chang. Biol., 18, 1725, 10.1111/j.1365-2486.2011.02636.x Pyšek, 2020, Scientists' warning on invasive alien species, Biol. Rev., 95, 1511, 10.1111/brv.12627 Raitsos, 2010, Global climate change amplifies the entry of tropical species into the eastern Mediterranean Sea, Limnol. Oceanogr., 55, 1478, 10.4319/lo.2010.55.4.1478 Ricciardi, 2007, Are modern biological invasions an unprecedented form of global change?, Conserv. Biol., 21, 329, 10.1111/j.1523-1739.2006.00615.x Sabri, 2017, Wastewater impact on macroalgae biodiversity in Essaouira coast (Morocco), J. Mater. Environ. Sci., 8, 857 Sakai, 2001, The population biology of invasive specie, Annu. Rev. Ecol. Syst., 32, 305, 10.1146/annurev.ecolsys.32.081501.114037 Salat, 2019, Forty-five years of oceanographic and meteorological observations at a coastal station in the NW Mediterranean: a ground truth for satellite observations, Ocean Dyn., 69, 1067, 10.1007/s10236-019-01285-z Salvaterra, 2013, Impacts of the invasive alga Sargassum muticum on ecosystem functioning and food web structure, Biol. Invasions, 15, 2563, 10.1007/s10530-013-0473-4 Santamaría, 2021, The role of competition and herbivory in biotic resistance against invaders: a synergistic effect, Ecology, 102, 1, 10.1002/ecy.3440 Schliep, 2011, phangorn: phylogenetic analysis in R, Bioinformatics, 27, 592, 10.1093/bioinformatics/btq706 Schoener Shea, 2011, Misidentification of freshwater mussel species (Bivalvia:Unionidae): contributing factors, management implications, and potential solutions, J. N. Am. Benthol. Soc., 30, 446, 10.1899/10-073.1 Smith, 2019, Simmered then boiled: multi-decadal poleward shift in distribution by a temperate fish accelerates during marine heatwave, Front. Mar. Sci., 6, 1 Stæhr, 2000, Invasion of Sargassum muticum in Limfjorden (Denmark) and its possible impact on the indigenous macroalgal community, Mar. Ecol. Prog. Ser., 207, 79, 10.3354/meps207079 Suaria, 2017, Percnon gibbesi (H. Milne Edwards, 1853) and Callinectes sapidus (Rathbun, 1896) in the Ligurian Sea: two additional invasive species detections made in collaboration with local fishermen, BioInvasions Rec., 6, 147, 10.3391/bir.2017.6.2.10 Thuiller, 2009, BIOMOD - a platform for ensemble forecasting of species distributions, Ecography, 32, 369, 10.1111/j.1600-0587.2008.05742.x Tiberti, 2021, Invasions of the non-indigenous red alga lophocladia lallemandii (Montagne) f. schmitz off the island of ischia (Tyrrhenian Sea, Italy), BioInvasions Rec., 10, 91, 10.3391/bir.2021.10.1.11 Tillett, 2012, Accuracy of species identification by fisheries observers in a north Australian shark fishery, Fish. Res., 127–128, 109, 10.1016/j.fishres.2012.04.007 Tsikliras, 2014, Mean temperature of the catch increases quickly in the Mediterranean Sea, Mar. Ecol. Prog. Ser., 515, 281, 10.3354/meps11005 Turon, 2003, Characterising invasion processes with genetic data: an Atlantic clade of, Science, 29 Ulman, 2019, Alien species spreading via biofouling on recreational vessels in the Mediterranean Sea, J. Appl. Ecol., 56, 2620, 10.1111/1365-2664.13502 Van Kleunen, 2010, A meta-analysis of trait differences between invasive and non-invasive plant species, Ecol. Lett., 13, 235, 10.1111/j.1461-0248.2009.01418.x Vargas-Yáñez, 2021, The oceanographic and climatic context, 85 Verdura, 2021, Local-scale climatic refugia offer sanctuary for a habitat-forming species during a marine heatwave, J. Ecol., 109, 1758, 10.1111/1365-2745.13599 Vergés, 2014, The tropicalization of temperate marine ecosystems: climate-mediated changes in herbivory and community phase shifts, Proc. R. Soc. B Biol. Sci., 281 Vieira, 2020, Diversity, ecology, biogeography, and evolution of the prevalent brown algal genus Lobophora in the Greater Caribbean Sea, including the description of five new species1, J. Phycol., 56, 592, 10.1111/jpy.12986 Vilà, 2007, 343 Vitousek, 1997, Introduced species: a significant component of human-caused global change, N. Z. J. Ecol., 21, 1 Win, 2022, Taxonomy and species diversity of Padina (Dictyotales, Phaeophyceae) from the Indo-Pacific with the description of two new species, Eur. J. Phycol., 57, 1, 10.1080/09670262.2021.1883742 Winston, 2012, Dispersal in marine organisms without a pelagic larval phase, Integr. Comp. Biol., 52, 447, 10.1093/icb/ics040 Wisz, 2013, The role of biotic interactions in shaping distributions and realised assemblages of species: implications for species distribution modelling, Biol. Rev., 88, 15, 10.1111/j.1469-185X.2012.00235.x Zanolla, 2018, Assessing global range expansion in a cryptic species complex: insights from the red seaweed genus Asparagopsis (Florideophyceae), J. Phycol., 54, 12, 10.1111/jpy.12598 Zenetos, 2005, Annotated list of marine alien species in the Mediterranean with records of the worst invasive species, Mediterr. Mar. Sci., 6, 63, 10.12681/mms.186 Zenetos, 2022, Established non-indigenous species increased by 40% in 11 years in the Mediterranean Sea, Mediterr. Mar. Sci., 23, 196, 10.12681/mms.29106 Zrelli, 2021, The macroalgae Lophocladia lallemandii and Sarconema filiforme and the spaghetti bryozoan amathia verticillata in native seagrass beds in the gulf of gabès (Southeastern Tunisia, Mediterranean sea), BioInvasions Rec., 10, 103, 10.3391/bir.2021.10.1.12 Zuccarello, 2002, Diversity within red algal species: variation in world-wide samples of Spyridia filamentosa (Ceramiaceae) and Murrayella periclados (Rhodomelaceae) using DNA markers and breeding studies, Eur. J. Phycol., 37, 403, 10.1017/S0967026202003827