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Golo R, Santamaría J, Vergés A, Cebrian E. The role of species thermal plasticity for alien species invasibility in a changing climate: A case study of Lophocladia trichoclados. MARINE ENVIRONMENTAL RESEARCH 2024; 200:106642. [PMID: 39024996 DOI: 10.1016/j.marenvres.2024.106642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 06/26/2024] [Accepted: 07/07/2024] [Indexed: 07/20/2024]
Abstract
The Mediterranean Sea provides fertile ground for understanding the complex interplay between invasive species and native habitats, particularly within the context of climate change. This thermal tolerance study reveals the remarkable ability of Lophocladia trichoclados, a red algae species that has proven highly invasive, to adapt to varying temperatures, particularly thriving in colder Mediterranean waters, where it can withstand temperatures as low as 14 °C, a trait not observed in its native habitat. This rapid acclimation, occurring in less than a century, might entail a trade-off with high temperature resistance. Additionally, all sampled populations in the Mediterranean share the same haplotype, suggesting a common origin and the possibility that we might be facing an exceptionally acclimatable and invasive strain. This high degree of acclimatability could determine the future spread capacity in a changing scenario, highlighting the importance of considering both acclimation and adaptation in understanding the expansion of invasive species' ranges.
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Affiliation(s)
- R Golo
- Departament de Ciències Ambientals, Facultat de Ciències, Universitat de Girona, C/Maria Aurèlia Capmany 69, 17003, Girona, Spain
| | - J Santamaría
- Centre d'Estudis Avançats de Blanes, CSIC, Accés Cala Sant Francesc 14, 17300, Blanes, Girona, Spain
| | - A Vergés
- Departament de Ciències Ambientals, Facultat de Ciències, Universitat de Girona, C/Maria Aurèlia Capmany 69, 17003, Girona, Spain
| | - E Cebrian
- Centre d'Estudis Avançats de Blanes, CSIC, Accés Cala Sant Francesc 14, 17300, Blanes, Girona, Spain.
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Pereira A, Marmelo I, Dias M, Silva AC, Grade AC, Barata M, Pousão-Ferreira P, Dias J, Anacleto P, Marques A, Diniz MS, Maulvault AL. Asparagopsis taxiformis as a Novel Antioxidant Ingredient for Climate-Smart Aquaculture: Antioxidant, Metabolic and Digestive Modulation in Juvenile White Seabream ( Diplodus sargus) Exposed to a Marine Heatwave. Antioxidants (Basel) 2024; 13:949. [PMID: 39199195 PMCID: PMC11351384 DOI: 10.3390/antiox13080949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 08/01/2024] [Accepted: 08/02/2024] [Indexed: 09/01/2024] Open
Abstract
The increasing frequency and duration of marine heatwaves (MHWs) due to climate change pose severe threats to aquaculture, causing drastic physiological and growth impairments in farmed fish, undermining their resilience against additional environmental pressures. To ensure sustainable production that meets the global seafood demand and animal welfare standards, cost-effective and eco-friendly strategies are urgently needed. This study explored the efficacy of the red macroalga Asparagopsis taxiformis on juvenile white seabream Diplodus sargus reared under optimal conditions and upon exposure to a MHW. Fish were fed with four experimental diets (0%, 1.5%, 3% or 6% of dried powdered A. taxiformis) for a prophylactic period of 30 days (T30) and subsequently exposed to a Mediterranean category II MHW for 15 days (T53). Biometric data and samples were collected at T30, T53 and T61 (8 days post-MHW recovery), to assess performance indicators, biomarker responses and histopathological alterations. Results showed that A. taxiformis supplementation improved catalase and glutathione S-transferase activities and reduced lipid peroxidation promoted by the MHW, particularly in fish biofortified with 1.5% inclusion level. No histopathological alterations were observed after 30 days. Additionally, fish biofortified with 1.5% A. taxiformis exhibited increased citrate synthase activity and fish supplemented with 1.5% and 3% showed improved digestive enzyme activities (e.g., pepsin and trypsin activities). Overall, the present findings pointed to 1.5% inclusion as the optimal dosage for aquafeeds biofortification with A. taxiformis, and confirmed that this seaweed species is a promising cost-effective ingredient with functional properties and great potential for usage in a climate-smart context.
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Affiliation(s)
- Alícia Pereira
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
| | - Isa Marmelo
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
- UCIBIO REQUIMTE, Applied Molecular Biosciences Unit, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal; (M.D.); (M.S.D.)
- CIIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Porto, Terminal de Cruzeiros do Porto de Leixões, Avenida General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
| | - Marta Dias
- UCIBIO REQUIMTE, Applied Molecular Biosciences Unit, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal; (M.D.); (M.S.D.)
- MARE, Marine and Environmental Sciences Centre & ARNET, Aquatic Research Infrastructure Network Associate Laboratory, Faculty of Sciences, University of Lisbon (FCUL), 1749-016 Lisbon, Portugal
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal
| | - Ana Catarina Silva
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
| | - Ana Catarina Grade
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
| | - Marisa Barata
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
| | - Pedro Pousão-Ferreira
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
| | - Jorge Dias
- SPAROS Lda., Área Empresarial de Marim, Lote C, 8700-221 Olhão, Portugal;
| | - Patrícia Anacleto
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
- MARE, Marine and Environmental Sciences Centre & ARNET, Aquatic Research Infrastructure Network Associate Laboratory, Faculty of Sciences, University of Lisbon (FCUL), 1749-016 Lisbon, Portugal
| | - António Marques
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
- CIIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Porto, Terminal de Cruzeiros do Porto de Leixões, Avenida General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
| | - Mário S. Diniz
- UCIBIO REQUIMTE, Applied Molecular Biosciences Unit, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal; (M.D.); (M.S.D.)
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal
| | - Ana Luísa Maulvault
- IPMA—Portuguese Institute for the Sea and Atmosphere, Avenida Alfredo Magalhães Ramalho 6, 1495-165 Algés, Portugal; (I.M.); (A.C.S.); (A.C.G.); (M.B.); (P.P.-F.); (P.A.); (A.M.); (A.L.M.)
- UCIBIO REQUIMTE, Applied Molecular Biosciences Unit, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal; (M.D.); (M.S.D.)
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal
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Blanco A, Larrinaga AR, Neto JM, Troncoso J, Méndez G, Domínguez-Lapido P, Ovejero A, Pereira L, Mouga TM, Gaspar R, Martínez B, Lemos MFL, Olabarria C. Spotting intruders: Species distribution models for managing invasive intertidal macroalgae. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 281:111861. [PMID: 33422911 DOI: 10.1016/j.jenvman.2020.111861] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 12/09/2020] [Accepted: 12/14/2020] [Indexed: 06/12/2023]
Abstract
Invasive macroalgae represent one of the major threats to marine biodiversity, ecosystem functioning and structure, as well as being important drivers of ecosystem services depletion. Many such species have become well established along the west coast of the Iberian Peninsula. However, the lack of information about the distribution of the invaders and the factors determining their occurrence make bioinvasions a difficult issue to manage. Such information is key to enabling the design and implementation of effective management plans. The present study aimed to map the current probability of presence of six invasive macroalgae: Grateloupia turuturu, Asparagopsis armata, Colpomenia peregrina, Sargassum muticum, Undaria pinnatifida, and Codium fragile ssp. fragile. For this purpose, an extensive field survey was carried out along the coast of the north-western Iberian Peninsula. Species distribution models (SDMs) were then used to map the presence probability of these invasive species throughout the study region on the basis of environmental and anthropogenic predictor variables. The southern Galician rias were identified as the main hotspots of macroalgal invasion, with a high probability of occurrence for most of the species considered. Conversely, the probability of presence on the Portuguese coast was generally low. Physico-chemical variables were the most important factors for predicting the distribution of invasive macroalgae contributing between 57.27 and 85.24% to the ensemble models. However, anthropogenic factors (including size of vessels, number of shipping lines, distance from ports, population density, etc.) considerably improved the estimates of the probability of occurrence for most of the target species. This study is one of the few to include anthropogenic factors in SDMs for invasive macroalgae. The findings suggest that management actions aimed at controlling these species should strengthen control and surveillance at ports, particularly in southern Galician rias. Early detection should be of main concern for risk assessment plans on the Portuguese coast.
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Affiliation(s)
- A Blanco
- Centro de Investigación Mariña, Universidade de Vigo, EcoCost, Facultade de Ciencias do Mar, Edificio CC Experimentais, Campus de Vigo, As Lagoas, Marcosende, 36310 Vigo, Spain; Departamento de Ecoloxía e Bioloxía Animal, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain.
| | - A R Larrinaga
- eNeBaDa, Calle Ponte do Sar, 43C-1F, 15702 Santiago de Compostela, A Coruña, Spain; Grupo de Estudo do Medio Mariño (GEMM), Porto deportivo s/n, Santa Uxía de Riveira, A Coruña, Spain
| | - J M Neto
- MARE - Marine and Environmental Sciences Centre, ESTM, Instituto Politécnico de Leiria, Peniche, Portugal; Marine and Environmental Sciences Centre (MARE), Department of Life Sciences, Faculty of Sciences and Technology, University of Coimbra, 3000-456 Coimbra, Portugal
| | - J Troncoso
- Centro de Investigación Mariña, Universidade de Vigo, EcoCost, Facultade de Ciencias do Mar, Edificio CC Experimentais, Campus de Vigo, As Lagoas, Marcosende, 36310 Vigo, Spain; Departamento de Ecoloxía e Bioloxía Animal, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain
| | - G Méndez
- Departamento de Geociencias Mariñas e Ordenación do Territorio, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain
| | - P Domínguez-Lapido
- eNeBaDa, Calle Ponte do Sar, 43C-1F, 15702 Santiago de Compostela, A Coruña, Spain; Grupo de Estudo do Medio Mariño (GEMM), Porto deportivo s/n, Santa Uxía de Riveira, A Coruña, Spain
| | - A Ovejero
- Departamento de Geociencias Mariñas e Ordenación do Territorio, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain
| | - L Pereira
- Marine and Environmental Sciences Centre (MARE), Department of Life Sciences, Faculty of Sciences and Technology, University of Coimbra, 3000-456 Coimbra, Portugal
| | - T M Mouga
- MARE - Marine and Environmental Sciences Centre, ESTM, Instituto Politécnico de Leiria, Peniche, Portugal
| | - R Gaspar
- Marine and Environmental Sciences Centre (MARE), Department of Life Sciences, Faculty of Sciences and Technology, University of Coimbra, 3000-456 Coimbra, Portugal
| | - B Martínez
- Biology and Geology Department, Rey Juan Carlos University, Tulipán sn, 28933 Móstoles, Spain
| | - M F L Lemos
- MARE - Marine and Environmental Sciences Centre, ESTM, Instituto Politécnico de Leiria, Peniche, Portugal
| | - C Olabarria
- Centro de Investigación Mariña, Universidade de Vigo, EcoCost, Facultade de Ciencias do Mar, Edificio CC Experimentais, Campus de Vigo, As Lagoas, Marcosende, 36310 Vigo, Spain; Departamento de Ecoloxía e Bioloxía Animal, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain
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Piñeiro-Corbeira C, Barreiro R, Cremades J, Arenas F. Seaweed assemblages under a climate change scenario: Functional responses to temperature of eight intertidal seaweeds match recent abundance shifts. Sci Rep 2018; 8:12978. [PMID: 30154576 PMCID: PMC6113303 DOI: 10.1038/s41598-018-31357-x] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 08/15/2018] [Indexed: 11/10/2022] Open
Abstract
Field evidence is essential to assess the consequences of climate change but a solid causal link often requires additional information obtained under controlled laboratory conditions. Additionally, the functional response to temperature may also help to discriminate species potentially more vulnerable to warming. Using a highly resolved temperature gradient, we examined the temperature dependence of photosynthesis and respiration in eight intertidal seaweeds that recently followed opposite abundance trends in NW Iberia. The temperature dependence of photosynthesis was consistently different between the macroalgae that increased and those that decreased their abundance in the last decade and a half, with photosynthesis twice more sensitive in the upward group. Unlike photosynthesis, the temperature dependence of respiration was unrelated to the abundance trend group, implying that the net metabolic scaling with temperature varied between the two groups of seaweeds. Overall, our results provide experimental support to the role of temperate as a likely driver of the changes in abundance recorded by field-monitoring studies. They also suggest that the temperature dependence of photosynthesis and respiration assessed in short-term experiments may serve as a biomarker of the potential vulnerability of some seaweed to the consequences of water warming.
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Affiliation(s)
- Cristina Piñeiro-Corbeira
- BioCost Research Group, Facultad de Ciencias and Centro de Investigaciones Científicas Avanzadas (CICA), Universidad de A Coruña, 15071, A Coruña, Spain.
| | - Rodolfo Barreiro
- BioCost Research Group, Facultad de Ciencias and Centro de Investigaciones Científicas Avanzadas (CICA), Universidad de A Coruña, 15071, A Coruña, Spain
| | - Javier Cremades
- BioCost Research Group, Facultad de Ciencias and Centro de Investigaciones Científicas Avanzadas (CICA), Universidad de A Coruña, 15071, A Coruña, Spain
| | - Francisco Arenas
- CIIMAR, Centro Interdisciplinar de Investigação Marinha e Ambiental, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos s/n, 4450-208, Matosinhos, Portugal
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5
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Zanolla M, Altamirano M, Carmona R, De la Rosa J, Souza-Egipsy V, Sherwood A, Tsiamis K, Barbosa AM, Muñoz AR, Andreakis N. Assessing global range expansion in a cryptic species complex: insights from the red seaweed genus Asparagopsis (Florideophyceae). JOURNAL OF PHYCOLOGY 2018; 54:12-24. [PMID: 29054117 DOI: 10.1111/jpy.12598] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 09/13/2017] [Indexed: 06/07/2023]
Abstract
The mitochondrial genetic diversity, distribution and invasive potential of multiple cryptic operational taxonomic units (OTUs) of the red invasive seaweed Asparagopsis were assessed by studying introduced Mediterranean and Hawaiian populations. Invasive behavior of each Asparagopsis OTU was inferred from phylogeographic reconstructions, past historical demographic dynamics, recent range expansion assessments and future distributional predictions obtained from demographic models. Genealogical networks resolved Asparagopsis gametophytes and tetrasporophytes into four A. taxiformis and one A. armata cryptic OTUs. Falkenbergia isolates of A. taxiformis L3 were recovered for the first time in the western Mediterranean Sea and represent a new introduction for this area. Neutrality statistics supported past range expansion for A. taxiformis L1 and L2 in Hawaii. On the other hand, extreme geographic expansion and an increase in effective population size were found only for A. taxiformis L2 in the western Mediterranean Sea. Distribution models predicted shifts of the climatically suitable areas and population expansion for A. armata L1 and A. taxiformis L1 and L2. Our integrated study confirms a high invasive risk for A. taxiformis L1 and L2 in temperate and tropical areas. Despite the differences in predictions among modelling approaches, a number of regions were identified as zones with high invasion risk for A. taxiformis L2. Since range shifts are likely climate-driven phenomena, future invasive behavior cannot be excluded for the rest of the lineages.
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Affiliation(s)
- Marianela Zanolla
- Departamento de Biología Vegetal (Botánica), Universidad de Málaga, Campus de Teatinos s/n, 29071, Málaga, Spain
| | - María Altamirano
- Departamento de Biología Vegetal (Botánica), Universidad de Málaga, Campus de Teatinos s/n, 29071, Málaga, Spain
| | - Raquel Carmona
- Departamento de Ecología y Geología, Universidad de Málaga, Campus de Teatinos s/n, 29071, Málaga, Spain
| | - Julio De la Rosa
- Department of Botany, University of Granada, Campus Fuentenueva s/n, 18171, Granada, Spain
| | - Virginia Souza-Egipsy
- Departamento de Biología Vegetal (Botánica), Universidad de Málaga, Campus de Teatinos s/n, 29071, Málaga, Spain
| | - Alison Sherwood
- Department of Botany, University of Hawaii, Honolulu, Hawaii, 96822, USA
| | - Konstantinos Tsiamis
- Hellenic Centre for Marine Research, Institute of Oceanography, Anavyssos, 19013, Attica, Greece
| | - Ana Márcia Barbosa
- Centro de Investigação em Biodiversidade e Recursos Genéticos (CIBIO), InBIO Research Network in Biodiversity and Evolutionary Biology, University of Évora, 7004-516, Évora, Portugal
| | - Antonio Román Muñoz
- Departamento de Botànica, Facultad de Farmacia, Universidad de Valencia, Avda. Vicente Andrés Estellés s/n, Burjassot, Valencia, Spain
- Biogeography, Diversity, and Conservation Research Team, Department of Animal Biology, Faculty of Sciences, University of Malaga, E-29071, Malaga, Spain
| | - Nikos Andreakis
- College of Science and Engineering, James Cook University and Australian Institute of Marine Science, PMB 3, Townsville, Queensland, 4810, Australia
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Andreakis N, Costello P, Zanolla M, Saunders GW, Mata L. Endemic or introduced? Phylogeography of Asparagopsis (Florideophyceae) in Australia reveals multiple introductions and a new mitochondrial lineage. JOURNAL OF PHYCOLOGY 2016; 52:141-147. [PMID: 26987096 DOI: 10.1111/jpy.12373] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Accepted: 11/16/2015] [Indexed: 06/05/2023]
Abstract
The red seaweed Asparagopsis taxiformis embodies five cryptic mitochondrial lineages (lineage 1-5) introduced worldwide as a consequence of human mediated transport and climate change. We compared globally collected mitochondrial cox2-3 intergenic spacer sequences with sequences produced from multiple Australian locations and South Korea to identify Asparagopsis lineages and to reveal cryptic introductions. We report A. taxiformis lineage 4 from Cocos (Keeling) Islands, Australia, and the highly invasive Indo-Pacific Mediterranean lineage 2 from South Korea and Lord Howe Island, Australia. Phylogeographic analysis showed a clear haplotype and geographic separation between western Australian and Great Barrier Reef (GBR) isolates belonging to the recently described lineage 5. The same lineage, however, was characterized by a substantial genetic and geographic break between the majority of Australian specimens and Asparagopsis collections from South Solitary Island, Southern GBR, Lord Howe Island, Kermadec Islands, Norfolk Island, New Caledonia and French Polynesia. The disjunct geographic distribution and sequence divergence between these two groups supports the recognition of a sixth cryptic A. taxiformis mitochondrial lineage. As climatic changes accelerate the relocation of biota and offer novel niches for colonization, periodic surveys for early detection of cryptic invasive seaweeds will be critical in determining whether eradication or effective containment of the aliens are feasible.
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Affiliation(s)
- Nikos Andreakis
- Australian Institute of Marine Science, PMB No. 3, Townsville, Queensland, 4810, Australia
- College of Marine and Environmental Sciences, James Cook University, Townsville, Queensland, Australia
| | - Paul Costello
- Australian Institute of Marine Science, PMB No. 3, Townsville, Queensland, 4810, Australia
| | - Marianela Zanolla
- Departamento de Biología Vegetal (Botánica), Universidad de Málaga, Campus de Teatinos s/n, Málaga, 29071, Spain
| | - Gary W Saunders
- Centre for Environmental and Molecular Algal Research, Department of Biology, University of New Brunswick, Fredericton, New Brunswick, Canada, E3B 5A3
| | - Leonardo Mata
- MACRO - the Centre for Macroalgal Resources and Biotechnology, James Cook University, Townsville, Queensland, 4811, Australia
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