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Neel MC, Marsden BW, Engelhardt KAM. Going With the Flow? Relative Importance of Riverine Hydrologic Connectivity Versus Tidal Influence for Spatial Structure of Genetic Diversity and Relatedness in a Foundational Submersed Aquatic Plant. Ecol Evol 2025; 15:e71264. [PMID: 40336545 PMCID: PMC12058210 DOI: 10.1002/ece3.71264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 02/04/2025] [Accepted: 03/28/2025] [Indexed: 05/09/2025] Open
Abstract
Genetic connectivity in rivers is generally high, and levels of genotypic and genetic diversity of riverine species are expected to accumulate in downstream locations. Genetic structure of marine and estuarine species is less predictable, even though hydrologic connectivity is also expected to be relatively high in those ecosystems. These observations have been generated across different species and locations such that our understanding of the effects of hydrologic connectivity in the same river, spanning tidal and nontidal habitats, remains incomplete. To control for species and location, we quantified diversity in 941 samples of Vallisneria americana Michx. (Hydrocharitaceae) collected from 36 sites along the species' entire distribution in the tidal and nontidal Potomac River of Maryland, Virginia, and the District of Columbia, USA. Using 10 microsatellite loci, we found 507 unique multilocus genotypes (MLGs) that were collapsed to 482 multilocus lineages (MLLs). Fifty-three MLLs were found multiple times across the riverscape, accounting for over 54% of the genotyped shoots. We found some evidence supporting connectivity throughout the river and stronger evidence that tidal regime drives genotypic and genetic structure within V. americana. Extensive clonality, including two MLLs spanning 230 and 152 km, limits diversity in the nontidal reaches and contrasts with very little evidence of clonal reproduction in tidal reaches. Genetic differentiation, structure, and pairwise relatedness of sampled shoots and MLLs also differed by tidal reach, with the nontidal Potomac having higher levels of relatedness, lower allelic diversity, and higher heterozygosity. The differences in spatial distribution of genetic diversity suggest very different outlooks for V. americana adaptation and acclimation to perturbations in tidal and nontidal regions of the Potomac, which lead to different recommendations for restoration of the same species in the same river.
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Affiliation(s)
- Maile C. Neel
- Department of Plant Science and Landscape ArchitectureUniversity of MarylandCollege ParkMarylandUSA
- Department of EntomologyUniversity of MarylandCollege ParkMarylandUSA
| | - Brittany W. Marsden
- Marine, Estuarine, Environmental SciencesUniversity of MarylandCollege ParkMarylandUSA
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2
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Stuhr M, Westphal H, Marchese F, Mateu-Vicens G, Giovenzana F, Lüdmann T, Vahrenkamp V, Taviani M. Seagrass-rafted large benthic foraminifera transported into the deep Red Sea. Sci Rep 2025; 15:5724. [PMID: 39962117 PMCID: PMC11833106 DOI: 10.1038/s41598-025-90047-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 02/10/2025] [Indexed: 02/20/2025] Open
Abstract
Large shallow-marine foraminifera tests occur in deep-sea carbonate sediments of the northern Red Sea as a minor but recurring component among the remains of otherwise pelagic and deep-marine benthic biogenic assemblages. In this study of sediments recovered along the northern shore of Saudi Arabia, the symbiont-bearing taxa Sorites variabilis, S. orbiculus, Amphisorus hemprichii, Amphistegina lobifera, A. lessonii and A. radiata were identified in samples from between 430 to 1,000 m depth. These foraminifera are dwelling in shallow-water environments, associated with coral reefs and seagrass habitats. The seemingly erratic occurrence of photosymbiotic benthic organisms in deep-sea sediments was explained by the finding of such foraminifera tests along with seagrass (e.g., Halophila leaves) and macroalgae remains in pristine preservational states in the sediment of the Umluj brine pool below ~ 638 m depth. This indicates a passive transport process by rafting attached to floating macrophytes to these off-platform settings. The abundant seagrass and oceanographic conditions along the Arabian Peninsula may facilitate the transport of epiphytes and associated taxa offshore. Such long-distance transport mechanisms could further contribute to the rapid (co-)dispersal of some of these organisms into new habitats. Passive rafting should thus be considered in interpretation of sedimentary records and biogeographic patterns.
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Affiliation(s)
- Marleen Stuhr
- Leibniz Centre for Tropical Marine Research (ZMT), Bremen, Germany.
| | - Hildegard Westphal
- Leibniz Centre for Tropical Marine Research (ZMT), Bremen, Germany
- Department of Geosciences, Bremen University, Bremen, Germany
- Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Fabio Marchese
- Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Guillem Mateu-Vicens
- Department of Biology, Universitat de Les Illes Balears, 07122, Palma de Mallorca, Spain
| | - Francesca Giovenzana
- Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Thomas Lüdmann
- Institute of Geology, University of Hamburg, Hamburg, Germany
| | - Volker Vahrenkamp
- Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Marco Taviani
- ISMAR-CNR, Bologna, Italy
- Stazione Zoologica 'Anton Dohrn', Napoli, Italy
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3
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Sotka EE, Hughes AR, Hanley TC, Hays CG. Restricted Dispersal and Phenotypic Response to Water Depth in a Foundation Seagrass. Mol Ecol 2024; 33:e17565. [PMID: 39474794 PMCID: PMC11589694 DOI: 10.1111/mec.17565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 09/20/2024] [Accepted: 10/14/2024] [Indexed: 11/27/2024]
Abstract
Species conservation and management benefit from precise understanding of natural patterns of dispersal and genetic variation. Using recent advances in indirect genetic methods applied to both adult plants and dispersed seeds, we find that the mean seed dispersal in a threatened marine foundation plant (the eelgrass Zostera marina) is approximately 100-200 m. This distance is surprisingly more similar to that of wind-dispersed terrestrial seeds (~10s to 100s of meters) than the passive dispersal of marine propagules via currents (~10s to 100s of kilometres). Because nearshore marine plants like Zostera are commonly distributed across strong selective gradients driven by bathymetry (depth) even within these restricted spatial scales, seeds are capable of dispersing to novel water depths and experiencing profound shifts in light availability, temperature and wave exposure. We documented strong phenotypic variation and genome-wide differentiation among plants separated by approximately the spatial scale of mean realised dispersal. This result suggests genetic isolation by environment in response to depth-related environmental gradients as one plausible explanation for this pattern. The ratio of effective to census size (or Ne/Nc) approximated 0.1%, indicating that a fraction of existing plants provides the genetic variation to allow adaptation to environmental change. Our results suggest that successful conservation of seagrass meadows that can adapt to microspatial and temporal variation in environmental conditions will be low without direct and persistent intervention using large numbers of individuals or a targeted selection of genotypes.
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Affiliation(s)
- Erik E. Sotka
- Department of BiologyCollege of CharlestonCharlestonSouth CarolinaUSA
| | - A. Randall Hughes
- Marine Science Center and Coastal Sustainability InstituteNortheastern UniversityNahantMassachusettsUSA
| | - Torrance C. Hanley
- Marine Science Center and Coastal Sustainability InstituteNortheastern UniversityNahantMassachusettsUSA
- Department of BiologySacred Heart UniversityFairfieldConnecticutUSA
| | - Cynthia G. Hays
- Department of BiologyKeene State CollegeKeeneNew HampshireUSA
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4
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Hatum PS, McMahon K, Mengersen K, K. McWhorter J, Wu PPY. In hot water: Uncertainties in projecting marine heatwaves impacts on seagrass meadows. PLoS One 2024; 19:e0298853. [PMID: 39602420 PMCID: PMC11602073 DOI: 10.1371/journal.pone.0298853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 09/18/2024] [Indexed: 11/29/2024] Open
Abstract
Seagrass ecosystems, vital as primary producer habitats for maintaining high biodiversity and delivering numerous ecosystem services, face increasing threats from climate change, particularly marine heatwaves. This study introduces a pioneering methodology that integrates Dynamic Bayesian Networks of ecosystem resilience with climate projections, aiming to enhance our understanding of seagrass responses to extreme climate events. We developed cutting-edge metrics for measuring shoot density and biomass in terms of population and site extinction, presented as annual ratios relative to their respective baselines. These metrics include associated uncertainties and projected recovery times. This innovative approach was applied in a case study focusing on Zostera muelleri in Gladstone Harbour, Australia. Utilising five downscaled climate models with a 10 km resolution, our study encompasses a range of Shared Socioeconomic Pathways and emissions trajectories, offering a comprehensive perspective on potential future scenarios. Our findings reveal significant variations in seagrass resilience and recovery times across different climate scenarios, accompanied by varying degrees of uncertainty. For instance, under the optimistic SSP1-1.9 scenario, seagrass demonstrated a capacity for recovery heat stress, with shoot density ratios improving from 0.2 (90% Prediction Interval 0.219, 0.221) in 2041 to 0.5 (90% PI 0.198, 1.076) by 2044. However, this scenario also highlighted potential site extinction risks, with recovery gaps spanning 12 to 18 years. In contrast, the more pessimistic SSP5-8.5 scenario revealed a significant decline in seagrass health, with shoot density ratios decreasing from 0.42 (90% PI 0.226, 0.455) in 2041 to just 0.2 (90% PI 0.211, 0.221) in 2048, and no recovery observed after 2038. This study, through its novel integration of climate models, Dynamic Bayesian Networks, and Monte Carlo methods, offers a groundbreaking approach to ecological forecasting, significantly enhancing seagrass resilience assessment and supporting climate adaptation strategies under changing climatic conditions. This methodology holds great potential for application across various sites and future climate scenarios, offering a versatile tool for integrating Dynamic Bayesian Networks ecosystem models.
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Affiliation(s)
- Paula S. Hatum
- School of Mathematical Sciences, Centre for Data Science, University of Technology, Brisbane, Queensland, Australia
| | - Kathryn McMahon
- School of Science and Centre for Marine Ecosystems Research, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Kerrie Mengersen
- School of Mathematical Sciences, Centre for Data Science, University of Technology, Brisbane, Queensland, Australia
| | - Jennifer K. McWhorter
- NOAA Atlantic Oceanographic and Meteorological Laboratory, Miami, Florida, United States of America
| | - Paul P.-Y. Wu
- School of Mathematical Sciences, Centre for Data Science, University of Technology, Brisbane, Queensland, Australia
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5
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Moir T, Huggett M, Smith T, Gaston T. Thermally Primed Zostera muelleri Seeds Exhibit Higher Germination Rates Than Those From Ambient Conditions. Ecol Evol 2024; 14:e70362. [PMID: 39364035 PMCID: PMC11447082 DOI: 10.1002/ece3.70362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 09/06/2024] [Accepted: 09/09/2024] [Indexed: 10/05/2024] Open
Abstract
Seagrasses provide critical ecosystem services such as carbon sequestration, sediment stabilisation and nursery habitat for juvenile fish. Zostera muelleri is ubiquitous within Australian and New Zealand estuaries, however, as a species is relatively understudied. We sourced seeds from a thermally affected east Australian estuary and investigated whether germination rates differed between ambient and thermally affected seeds over a variety of temperatures (16°C-28°C) to determine how seagrass systems might react in a warming climate. Germination for the experiment was low and totalled 5% of all seeds; however, similar numbers are typical in seed germination studies. Germination was highest at 16°C and was enhanced through the simulation of a 48-h freshwater pulse. Thermally affected sites germinated faster and had greater mean maximum germination when compared to control sites regardless of experimental temperature. These findings indicate that Z. muelleri in this system may be exhibiting transgenerational plasticity due to the thermal stress the parent experiences. This result provides an alternate viewpoint to the current literature by suggesting that unknown transgenerational effects may provide Z. muelleri with greater germination plasticity against temperatures expected under predicted climate change scenarios than previously expected.
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Affiliation(s)
- Tom Moir
- School of Environmental and Life SciencesUniversity of NewcastleOurimbahNew South WalesAustralia
| | - Megan J. Huggett
- School of Environmental and Life SciencesUniversity of NewcastleOurimbahNew South WalesAustralia
| | - Timothy M. Smith
- Centre for Tropical Water & Aquatic Ecosystem ResearchJames Cook UniversityCairnsQueenslandAustralia
| | - Troy F. Gaston
- School of Environmental and Life SciencesUniversity of NewcastleOurimbahNew South WalesAustralia
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6
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Unsworth RKF, Jones BLH. Map and protect seagrass for biodiversity. Science 2024; 384:394. [PMID: 38662848 DOI: 10.1126/science.adp0937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2024]
Affiliation(s)
- R K F Unsworth
- Seagrass Ecosystem Research Group, Swansea University, Swansea SA2 8PP, UK
- Project Seagrass, Bridgend CF31 2AQ, UK
| | - B L H Jones
- Project Seagrass, Bridgend CF31 2AQ, UK
- Department of Earth and Environment, Institute of Environment, Florida International University, FL, Miami 33199, USA
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7
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Hernawan UE, van Dijk K, Kendrick GA, Feng M, Berry O, Kavazos C, McMahon K. Ocean connectivity and habitat characteristics predict population genetic structure of seagrass in an extreme tropical setting. Ecol Evol 2023; 13:e10257. [PMID: 37404702 PMCID: PMC10316484 DOI: 10.1002/ece3.10257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/15/2023] [Accepted: 06/19/2023] [Indexed: 07/06/2023] Open
Abstract
Understanding patterns of gene flow and processes driving genetic differentiation is important for a broad range of conservation practices. In marine organisms, genetic differentiation among populations is influenced by a range of spatial, oceanographic, and environmental factors that are attributed to the seascape. The relative influences of these factors may vary in different locations and can be measured using seascape genetic approaches. Here, we applied a seascape genetic approach to populations of the seagrass, Thalassia hemprichii, at a fine spatial scale (~80 km) in the Kimberley coast, western Australia, a complex seascape with strong, multidirectional currents greatly influenced by extreme tidal ranges (up to 11 m, the world's largest tropical tides). We incorporated genetic data from a panel of 16 microsatellite markers, overwater distance, oceanographic data derived from predicted passive dispersal on a 2 km-resolution hydrodynamic model, and habitat characteristics from each meadow sampled. We detected significant spatial genetic structure and asymmetric gene flow, in which meadows 12-14 km apart were less connected than ones 30-50 km apart. This pattern was explained by oceanographic connectivity and differences in habitat characteristics, suggesting a combined scenario of dispersal limitation and facilitation by ocean current with local adaptation. Our findings add to the growing evidence for the key role of seascape attributes in driving spatial patterns of gene flow. Despite the potential for long-distance dispersal, there was significant genetic structuring over small spatial scales implicating dispersal and recruitment bottlenecks and highlighting the importance of implementing local-scale conservation and management measures.
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Affiliation(s)
- Udhi E. Hernawan
- School of Science and Centre for Marine Ecosystems ResearchEdith Cowan UniversityJoondalupWestern AustraliaAustralia
- Research Centre for Oceanography (PRO), National Research and Innovation Agency (BRIN)JakartaIndonesia
| | - Kor‐jent van Dijk
- School of Biological SciencesThe University of AdelaideAdelaideSouth AustraliaAustralia
| | - Gary A. Kendrick
- School of Biological Sciences and The Ocean InstituteThe University of Western AustraliaCrawleyWestern AustraliaAustralia
- Western Australian Marine Science InstitutionPerthWestern AustraliaAustralia
| | - Ming Feng
- Western Australian Marine Science InstitutionPerthWestern AustraliaAustralia
- CSIRO Environment, Indian Ocean Marine Research CentreCrawleyWestern AustraliaAustralia
| | - Oliver Berry
- Western Australian Marine Science InstitutionPerthWestern AustraliaAustralia
- CSIRO Environment, Indian Ocean Marine Research CentreCrawleyWestern AustraliaAustralia
| | - Christopher Kavazos
- School of Science and Centre for Marine Ecosystems ResearchEdith Cowan UniversityJoondalupWestern AustraliaAustralia
| | - Kathryn McMahon
- School of Science and Centre for Marine Ecosystems ResearchEdith Cowan UniversityJoondalupWestern AustraliaAustralia
- Western Australian Marine Science InstitutionPerthWestern AustraliaAustralia
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8
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Tavares AI, Assis J, Larkin PD, Creed JC, Magalhães K, Horta P, Engelen A, Cardoso N, Barbosa C, Pontes S, Regalla A, Almada C, Ferreira R, Abdoul BM, Ebaye S, Bourweiss M, Dos Santos CVD, Patrício AR, Teodósio A, Santos R, Pearson GA, Serrao EA. Long range gene flow beyond predictions from oceanographic transport in a tropical marine foundation species. Sci Rep 2023; 13:9112. [PMID: 37277448 DOI: 10.1038/s41598-023-36367-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 06/02/2023] [Indexed: 06/07/2023] Open
Abstract
The transport of passively dispersed organisms across tropical margins remains poorly understood. Hypotheses of oceanographic transportation potential lack testing with large scale empirical data. To address this gap, we used the seagrass species, Halodule wrightii, which is unique in spanning the entire tropical Atlantic. We tested the hypothesis that genetic differentiation estimated across its large-scale biogeographic range can be predicted by simulated oceanographic transport. The alternative hypothesis posits that dispersal is independent of ocean currents, such as transport by grazers. We compared empirical genetic estimates and modelled predictions of dispersal along the distribution of H. wrightii. We genotyped eight microsatellite loci on 19 populations distributed across Atlantic Africa, Gulf of Mexico, Caribbean, Brazil and developed a biophysical model with high-resolution ocean currents. Genetic data revealed low gene flow and highest differentiation between (1) the Gulf of Mexico and two other regions: (2) Caribbean-Brazil and (3) Atlantic Africa. These two were more genetically similar despite separation by an ocean. The biophysical model indicated low or no probability of passive dispersal among populations and did not match the empirical genetic data. The results support the alternative hypothesis of a role for active dispersal vectors like grazers.
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Affiliation(s)
- Ana I Tavares
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal.
| | - Jorge Assis
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
- Faculty of Bioscience and Aquaculture, Nord Universitet, Postboks 1490, 8049, Bodø, Norway
| | | | - Joel C Creed
- Departamento de Ecologia, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Karine Magalhães
- Área de Ecologia, Departamento de Biologia, Universidade Federal Rural de Pernambuco, R. Dom Manoel de Medeiros, s/n-Dois Irmãos, Recife, PE, CEP 52171-900, Brazil
| | - Paulo Horta
- Laboratório de Ficologia, Departamento de Botânica, Universidade Federal de Santa Catarina, Florianópolis, SC, 88040-970, Brazil
| | - Aschwin Engelen
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
- CARMABI Foundation, Piscaderabaai z/n, P.O. Box 2090, Willemstad, Curaçao, The Netherlands
| | - Noelo Cardoso
- CIPA, Centro de Investigação Pesqueira Aplicada, Bissau, Guinea-Bissau
| | - Castro Barbosa
- IBAP-Instituto da Biodiversidade e Áreas Protegidas, Bissau, Guinea-Bissau
| | - Samuel Pontes
- IBAP-Instituto da Biodiversidade e Áreas Protegidas, Bissau, Guinea-Bissau
| | - Aissa Regalla
- IBAP-Instituto da Biodiversidade e Áreas Protegidas, Bissau, Guinea-Bissau
| | - Carmen Almada
- Faculdade de Ciências e Tecnologia, Universidade de Cabo Verde, Praia, Cabo Verde
| | - Rogério Ferreira
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
- Dragões do Mar, Nova Estrela, Ilha do Príncipe, São Tomé and Príncipe
| | | | - Sidina Ebaye
- Parc Nationale du Banc d'Arguin (PNBA), Chami, Mauritania
| | - Mohammed Bourweiss
- Institut Mauritanien de Recherche Oceanographique et des Peches (IMROP), Nouadhibou, Mauritania
| | | | - Ana R Patrício
- MARE-Marine and Environmental Sciences Centre, ISPA-Instituto Universitário, Lisbon, Portugal
- Centre for Ecology and Conservation, University of Exete, Penryn, UK
| | - Alexandra Teodósio
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
| | - Rui Santos
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
| | - Gareth A Pearson
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
| | - Ester A Serrao
- Center of Marine Sciences (CCMAR-CIMAR), Universidade do Algarve, Faro, Portugal
- CIBIO-InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Vairão, Portugal
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9
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Moreira-Saporiti A, Teichberg M, Garnier E, Cornelissen JHC, Alcoverro T, Björk M, Boström C, Dattolo E, Eklöf JS, Hasler-Sheetal H, Marbà N, Marín-Guirao L, Meysick L, Olivé I, Reusch TBH, Ruocco M, Silva J, Sousa AI, Procaccini G, Santos R. A trait-based framework for seagrass ecology: Trends and prospects. FRONTIERS IN PLANT SCIENCE 2023; 14:1088643. [PMID: 37021321 PMCID: PMC10067889 DOI: 10.3389/fpls.2023.1088643] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 02/06/2023] [Indexed: 06/19/2023]
Abstract
In the last three decades, quantitative approaches that rely on organism traits instead of taxonomy have advanced different fields of ecological research through establishing the mechanistic links between environmental drivers, functional traits, and ecosystem functions. A research subfield where trait-based approaches have been frequently used but poorly synthesized is the ecology of seagrasses; marine angiosperms that colonized the ocean 100M YA and today make up productive yet threatened coastal ecosystems globally. Here, we compiled a comprehensive trait-based response-effect framework (TBF) which builds on previous concepts and ideas, including the use of traits for the study of community assembly processes, from dispersal and response to abiotic and biotic factors, to ecosystem function and service provision. We then apply this framework to the global seagrass literature, using a systematic review to identify the strengths, gaps, and opportunities of the field. Seagrass trait research has mostly focused on the effect of environmental drivers on traits, i.e., "environmental filtering" (72%), whereas links between traits and functions are less common (26.9%). Despite the richness of trait-based data available, concepts related to TBFs are rare in the seagrass literature (15% of studies), including the relative importance of neutral and niche assembly processes, or the influence of trait dominance or complementarity in ecosystem function provision. These knowledge gaps indicate ample potential for further research, highlighting the need to understand the links between the unique traits of seagrasses and the ecosystem services they provide.
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Affiliation(s)
- Agustín Moreira-Saporiti
- Faculty for Biology and Chemistry, University of Bremen, Bremen, Germany
- Algae and Seagrass Ecology Group, Department of Ecology, Leibniz Centre for Tropical Marine Research, Bremen, Germany
| | - Mirta Teichberg
- Algae and Seagrass Ecology Group, Department of Ecology, Leibniz Centre for Tropical Marine Research, Bremen, Germany
| | - Eric Garnier
- CEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France
| | | | | | - Mats Björk
- Department of Ecology, Environment and Plant Sciences (DEEP), Stockholm University, Stockholm, Sweden
| | | | - Emanuela Dattolo
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Naples, Italy
| | - Johan S. Eklöf
- Department of Ecology, Environment and Plant Sciences (DEEP), Stockholm University, Stockholm, Sweden
| | | | - Nuria Marbà
- Global Change Research Group, Institut Mediterrani d’Estudis Avançats (IMEDEA, CSIC-UIB), Esporles Illes Balears, Spain
| | - Lázaro Marín-Guirao
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Naples, Italy
- Oceanographic Center of Murcia, Spanish Institute of Oceanography (IEO-CSIC), Murcia, Spain
| | - Lukas Meysick
- Åbo Akademi University, Environmental and Marine Biology, Åbo, Finland
- Helmholtz Institute for Functional Marine Biodiversity (HIFMB) at the University of Oldenburg, Oldenburg, Germany
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
| | - Irene Olivé
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Naples, Italy
- School of Geographical and Earth Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Thorsten B. H. Reusch
- Marine Evolutionary Ecology, Division of Marine Ecology, GEOMAR Helmholtz Center for Ocean Research Kiel, Kiel, Germany
| | - Miriam Ruocco
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Naples, Italy
| | - João Silva
- Centro de Ciências do Mar, Universidade do Algarve, Campus de Gambelas, Faro, Portugal
| | - Ana I. Sousa
- CESAM – Centre for Environmental and Marine Studies, Department of Biology, University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Gabriele Procaccini
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Naples, Italy
| | - Rui Santos
- Centro de Ciências do Mar, Universidade do Algarve, Campus de Gambelas, Faro, Portugal
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10
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Aiken CM, Navarrete SA, Jackson EL. Reactive persistence, spatial management, and conservation of metapopulations: An application to seagrass restoration. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2023; 33:e2774. [PMID: 36315164 DOI: 10.1002/eap.2774] [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: 07/24/2022] [Revised: 09/12/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
Abstract
Assessing the conditions for persistence of spatially structured populations, especially those that are exploited by humans or threatened by global change, is of critical importance to inform management and conservation efforts. Observations for entire metapopulations are usually incomplete and rarely, if ever, sufficiently long to deduce population persistence from spatial patterns of abundance. Instead, insights based on metapopulation theory are often used for interpreting the demographic trajectories of real populations and for informing management decisions. The classical theoretical tool used to assess conditions for metapopulation persistence is the "invasibility criterion," which characterizes the asymptotic, or long-term, stability of a small colonizing population. Essentially, when the linear operator governing the metapopulation dynamics of an invasion event has a positive eigenvalue, recovery and resistance to extinction (resilience) are implied. The converse, however, is not necessarily the case-an invasion may grow over multiple generations, even when the eigenvalues indicate that extinction will eventually occur, a situation referred to here as "reactive persistence." For the management, restoration, and conservation of real metapopulations subject to continual disturbance, this transient behavior is often more relevant than the asymptotic behavior over long time scales. We develop the theoretical tools for assessing reactive persistence, demonstrating how the conditions for asymptotic and reactive persistence differ in both the patch-occupancy models suited to many terrestrial populations and those where local patch extinctions can be disregarded in the dynamics, often suited to marine species. After presenting the mathematical basis for generalizing the invasibility criterion to include reactive persistence, we illustrate how these concepts and tools can be applied in practice, using as a case study the population ecology and restoration of the seagrass Zostera muelleri (Irmisch ex Ascherson, 1867) in the Port of Gladstone in the Great Barrier Reef World Heritage Area Australia. It is shown how the analysis of the transient dynamics of the Z. muelleri metapopulation can be used to guide restoration efforts. Moreover, it is demonstrated that these reactive persistence concepts provide a more appropriate basis for site prioritization for restoration interventions than traditional stability analysis.
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Affiliation(s)
- Christopher M Aiken
- Coastal Marine Ecosystems Research Centre, CQUniversity, Gladstone, Queensland, Australia
| | - Sergio A Navarrete
- Estación Costera de Investigaciones Marinas and Millenium Nucleus for Ecology and Conservation of Temperate Mesophotic, Reefs Ecosystems (NUTME), Pontificia Universidad Católica de Chile, Las Cruces, Chile
- Center of Applied Ecology and Sustainability (CAPES) and Coastal Social-Ecological Millennium Institute (SECOS), Pontificia Universidad Católica de Chile, Las Cruces, Chile
| | - Emma L Jackson
- Coastal Marine Ecosystems Research Centre, CQUniversity, Gladstone, Queensland, Australia
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11
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Phylogenomic Insights into the Phylogeography of Halophila baillonii Asch. DIVERSITY 2023. [DOI: 10.3390/d15010111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
A molecular genetic approach was used to elucidate the phylogeographic relationships of the clover grass (Halophila baillonii Asch.) from three key regions within its current distributional range. Halophila baillonii is a small seagrass that has historically been only found in a few locations in the Caribbean and Atlantic coast of Brazil. In the past few decades H. baillonii has also been observed in the Eastern Tropical Pacific (ETP). Very little is known about the relationship between the ETP populations and the Caribbean and Atlantic ones. To study their relationship, we used a hybrid capture approach targeting chloroplast loci on samples from Belize, Brazil, and the Pacific coast of Costa Rica. Phylogenetic analyses resolved H. baillonii as monophyletic and placed the samples from Belize and Costa Rica in a clade sister to the Brazilian ones. The results clearly indicate that the ETP samples are very closely related to Belize and that the most likely explanation of its occurrence in the ETP is a recent introduction, possibly as a consequence of the opening of the Panama Canal.
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12
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O’Dea CM, Lavery PS, Webster CL, McMahon KM. Increased extent of waterfowl grazing lengthens the recovery time of a colonizing seagrass ( Halophila ovalis) with implications for seagrass resilience. FRONTIERS IN PLANT SCIENCE 2022; 13:947109. [PMID: 36105704 PMCID: PMC9465301 DOI: 10.3389/fpls.2022.947109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/29/2022] [Indexed: 06/15/2023]
Abstract
Herbivore distributions and abundance are shifting because of climate change, leading to intensified grazing pressure on foundation species such as seagrasses. This, combined with rapidly increasing magnitudes of change in estuarine ecosystems, may affect seagrass resilience. While the overall resilience of seagrasses is generally well-studied, the timeframes of recovery has received comparatively little attention, particularly in temperate estuaries. We investigated how the recovery time (RT) of seagrass is affected by simulated grazing in a southwestern Australian estuary. Whilst excluding swans, we simulated different grazing intensities (25, 50, 75, and 100% removal from 1 m2 plots) at four locations in the Swan-Canning Estuary, Western Australia during summer and tracked the recovery of seagrass over 3 months, using seagrass cover as the main measure of recovery. We found that seagrass recovered within 4-6 weeks from the lower grazing intensities (25 and 50%) and 7-19 weeks from the higher grazing intensities (75 and 100%) across the estuary. Increased grazing intensity led to not only longer recovery times (RTs), but also greater variability in the RT among experimental locations. The RT from the higher grazing intensities at one location in particular was more than double other locations. Seagrass recovery was through vegetative mechanisms and not through sexual reproduction. There was a significant grazing treatment effect on seagrass meadow characteristics, particularly belowground biomass which had not recovered 3 months following grazing. As the pressure of climate change on estuarine environments increases, these quantified RTs for seagrass provide a baseline for understanding grazing pressure as a singular disturbance. Future work can now examine how grazing and other potentially interacting pressures in our changing climate could impact seagrass recovery even further.
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Affiliation(s)
- Caitlyn M. O’Dea
- Centre for Marine Ecosystems Research, School of Science, Edith Cowan University, Joondalup, WA, Australia
- Department of Water and Environmental Regulation, Aquatic Science Branch, Joondalup, WA, Australia
| | - Paul S. Lavery
- Centre for Marine Ecosystems Research, School of Science, Edith Cowan University, Joondalup, WA, Australia
| | - Chanelle L. Webster
- Centre for Marine Ecosystems Research, School of Science, Edith Cowan University, Joondalup, WA, Australia
| | - Kathryn M. McMahon
- Centre for Marine Ecosystems Research, School of Science, Edith Cowan University, Joondalup, WA, Australia
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13
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Unsworth RKF, Cullen-Unsworth LC, Jones BLH, Lilley RJ. The planetary role of seagrass conservation. Science 2022; 377:609-613. [PMID: 35926055 DOI: 10.1126/science.abq6923] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Seagrasses are remarkable plants that have adapted to live in a marine environment. They form extensive meadows found globally that bioengineer their local environments and preserve the coastal seascape. With the increasing realization of the planetary emergency that we face, there is growing interest in using seagrasses as a nature-based solution for greenhouse gas mitigation. However, seagrass sensitivity to stressors is acute, and in many places, the risk of loss and degradation persists. If the ecological state of seagrasses remains compromised, then their ability to contribute to nature-based solutions for the climate emergency and biodiversity crisis remains in doubt. We examine the major ecological role that seagrasses play and how rethinking their conservation is critical to understanding their part in fighting our planetary emergency.
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Affiliation(s)
- Richard K F Unsworth
- Seagrass Ecosystem Research Group, Faculty of Science and Engineering, Swansea University, Singleton Park, Swansea SA2 8PP, Wales, UK.,Project Seagrass, The Yard, Bridgend Industrial Estate, Bridgend CF31 3EB, Wales, UK
| | - Leanne C Cullen-Unsworth
- Seagrass Ecosystem Research Group, Faculty of Science and Engineering, Swansea University, Singleton Park, Swansea SA2 8PP, Wales, UK.,Project Seagrass, The Yard, Bridgend Industrial Estate, Bridgend CF31 3EB, Wales, UK
| | - Benjamin L H Jones
- Project Seagrass, The Yard, Bridgend Industrial Estate, Bridgend CF31 3EB, Wales, UK.,Department of Ecology, Environment and Plant Sciences, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Richard J Lilley
- Project Seagrass, The Yard, Bridgend Industrial Estate, Bridgend CF31 3EB, Wales, UK
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14
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Xu S, Xu S, Zhou Y, Yue S, Zhang X, Gu R, Zhang Y, Qiao Y, Liu M, Zhang Y, Zhang Z. Do adult eelgrass shoots rule seedling fate in a large seagrass meadow in a eutrophic bay in northern China? MARINE POLLUTION BULLETIN 2022; 178:113499. [PMID: 35398686 DOI: 10.1016/j.marpolbul.2022.113499] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 12/31/2021] [Accepted: 02/24/2022] [Indexed: 06/14/2023]
Abstract
We conducted field sampling over 19 months to investigate eelgrass population reproduction status and ecological interactions in a large seagrass meadow in a eutrophic bay in northern China. The results showed asexual growth played an important role in the maintenance of existing meadows, and sexual reproduction played a critical role in the colonization of new areas. We conclude that adult eelgrass shoots do rule the fate of seedlings in the large seagrass meadow. Additionally, nutrient resources (N and P) at this location were found to meet eelgrass growth demand. The N/P ratios of seawater and seagrass indicated N limitation relative to P in the eutrophic bay based on the seagrass Redfield ratio (25-30). Nutrient uptake by seagrass might be an important factor in reducing the probability of a red tide in the study area. The results of this study provide fundamental information for eelgrass restoration and conservation.
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Affiliation(s)
- Shaochun Xu
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shuai Xu
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yi Zhou
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China; Shandong Province Key Laboratory of Experimental Marine Biology, Qingdao 266071, China.
| | - Shidong Yue
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaomei Zhang
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Shandong Province Key Laboratory of Experimental Marine Biology, Qingdao 266071, China
| | - Ruiting Gu
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yu Zhang
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yongliang Qiao
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
| | - Mingjie Liu
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China; CAS Engineering Laboratory for Marine Ranching, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yunling Zhang
- Hebei Provincial Technology Innovation Center for Coastal Ecology Rehabilitation, Tangshan 063610, China
| | - Zhenhai Zhang
- Hebei Provincial Technology Innovation Center for Coastal Ecology Rehabilitation, Tangshan 063610, China
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15
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van Katwijk MM, van Tussenbroek BI, Hanssen SV, Hendriks AJ, Hanssen L. Rewilding the Sea with Domesticated Seagrass. Bioscience 2021; 71:1171-1178. [PMID: 34733118 PMCID: PMC8560307 DOI: 10.1093/biosci/biab092] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
It is well known that seagrass meadows sequester atmospheric carbon dioxide, protect coasts, provide nurseries for global fisheries, and enhance biodiversity. Large-scale restoration of lost seagrass meadows is urgently needed to revive these planetary ecosystem services, but sourcing donor material from natural meadows would further decline them. Therefore, we advocate the domestication and mariculture of seagrasses in order to produce the large quantities of seed needed for successful rewilding of the sea with seagrass meadows. We provide a roadmap for our proposed solution and show that 44% of seagrass species have promising reproductive traits for domestication and rewilding by seeds. The principle of partially domesticating species to enable subsequent large-scale rewilding may form a successful shortcut to restore threatened keystone species and their vital ecosystem services.
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Affiliation(s)
- Marieke M van Katwijk
- Department of Environmental Science, Institute for Water and Wetland Research, Radboud University, Nijmegen, The Netherlands
| | - Brigitta I van Tussenbroek
- Reef Systems Unit, Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Puerto Morelos, Quintana Roo, Mexico
| | - Steef V Hanssen
- Deining Sustainable Coastal Zone Management, Nijmegen, The Netherlands
| | - A Jan Hendriks
- Department of Environmental Science, Institute for Water and Wetland Research, Radboud University, Nijmegen, The Netherlands
| | - Lucien Hanssen
- Department of Environmental Science, Institute for Water and Wetland Research, Radboud University, Nijmegen, The Netherlands
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16
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Moreira-Saporiti A, Bejarano S, Viana IG, Belshe EF, Mtolera MSP, Teichberg M. Local Victory: Assessing Interspecific Competition in Seagrass From a Trait-Based Perspective. FRONTIERS IN PLANT SCIENCE 2021; 12:709257. [PMID: 34795681 PMCID: PMC8593471 DOI: 10.3389/fpls.2021.709257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
Tropical seagrass meadows are formed by an array of seagrass species that share the same space. Species sharing the same plot are competing for resources, namely light and inorganic nutrients, which results in the capacity of some species to preempt space from others. However, the drivers behind seagrass species competition are not completely understood. In this work, we studied the competitive interactions among tropical seagrass species of Unguja Island (Zanzibar, Tanzania) using a trait-based approach. We quantified the abundance of eight seagrass species under different trophic states, and selected nine traits related to light and inorganic nutrient preemption to characterize the functional strategy of the species (leaf maximum length and width, leaves per shoot, leaf mass area, vertical rhizome length, shoots per meter of ramet, rhizome diameter, roots per meter of ramet, and root maximum length). From the seagrass abundance we calculated the probability of space preemption between pairs of seagrass species and for each individual seagrass species under the different trophic states. Species had different probabilities of space preemption, with the climax species Thalassodendron ciliatum, Enhalus acoroides, Thalassia hemprichii, and the opportunistic Cymodocea serrulata having the highest probability of preemption, while the pioneer and opportunistic species Halophila ovalis, Syringodium isoetifolium, Halodule uninervis, and Cymodocea rotundata had the lowest. Traits determining the functional strategy showed that there was a size gradient across species. For two co-occurring seagrass species, probability of preemption was the highest for the larger species, it increased as the size difference between species increased and was unaffected by the trophic state. Competitive interactions among seagrass species were asymmetrical, i.e., negative effects were not reciprocal, and the driver behind space preemption was determined by plant size. Seagrass space preemption is a consequence of resource competition, and the probability of a species to exert preemption can be calculated using a trait-based approach.
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Affiliation(s)
- Agustín Moreira-Saporiti
- Algae and Seagrass Ecology Group, Department of Ecology, Leibniz Centre for Tropical Marine Research, Bremen, Germany
- Faculty for Biology and Chemistry, University of Bremen, Bremen, Germany
| | - Sonia Bejarano
- Reef Systems Research Group, Department of Ecology, Leibniz Centre for Tropical Marine Research, Bremen, Germany
| | - Inés G. Viana
- Centro Oceanográfico de A Coruña (IEO, CSIC), A Coruña, Spain
| | - Elizabeth Fay Belshe
- Algae and Seagrass Ecology Group, Department of Ecology, Leibniz Centre for Tropical Marine Research, Bremen, Germany
| | - Matern S. P. Mtolera
- Institute of Marine Sciences, University of Dar es Salaam, Zanzibar Archipelago, Tanzania
| | - Mirta Teichberg
- Algae and Seagrass Ecology Group, Department of Ecology, Leibniz Centre for Tropical Marine Research, Bremen, Germany
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17
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Abstract
Seagrass meadows are known to be rich in fauna, with complex food webs that provide trophic subsidy to species and habitats way beyond the extent of their distribution. Birds are an often-overlooked part of marine ecosystems; not only are they crucial to the health of marine ecosystems, but their populations are also supported by the productivity and biodiversity of marine ecosystems. The links of birds to specific habitat types such as seagrass meadows are largely not considered except in the context of direct herbivorous consumption. Here, we examine the linkages between seagrass and birds and propose a conceptual framework for how seagrasses may support bird populations beyond their distribution in both direct and indirect pathways. We present evidence that seagrass meadows are globally foraged for fish and invertebrates by coastal birds. They are also targeted by herbivorous wildfowl and potentially benefit birds further afield indirectly as a result of their support for offshore marine fish species at critical times in their life cycle (e.g., Atlantic Cod and King George Whiting). Evidence from the literature indicates that seagrass does provide support for birds, but reveals a field of research requiring much gap filling as studies are globally sparse, mechanistically limited, and small in spatial and temporal scales.
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18
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Dierick J, Phan TTH, Luong QD, Triest L. Persistent Clones and Local Seed Recruitment Contribute to the Resilience of Enhalus acoroides Populations Under Disturbance. FRONTIERS IN PLANT SCIENCE 2021; 12:658213. [PMID: 34220884 PMCID: PMC8248806 DOI: 10.3389/fpls.2021.658213] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 05/10/2021] [Indexed: 06/13/2023]
Abstract
Human-induced land use in coastal areas is one of the main threats for seagrass meadows globally causing eutrophication and sedimentation. These environmental stressors induce sudden ecosystem shifts toward new alternative stable states defined by lower seagrass richness and abundance. Enhalus acoroides, a large-sized tropical seagrass species, appears to be more resistant toward environmental change compared to coexisting seagrass species. We hypothesize that reproductive strategy and the extent of seedling recruitment of E. acoroides are altered under disturbance and contribute to the persistence and resilience of E. acoroides meadows. In this research, we studied eight populations of E. acoroides in four lagoons along the South Central Coast of Vietnam using 11 polymorphic microsatellite loci. We classified land use in 6 classes based on Sentinel-2 L2A images and determined the effect of human-induced land use at different spatial scales on clonal richness and structure, fine-scale genetic structure and genetic diversity. No evidence of population size reductions due to disturbance was found, however, lagoons were strongly differentiated and may act as barriers to gene flow. The proportion and size of clones were significantly higher in populations of surrounding catchments with larger areas of agriculture, urbanization and aquaculture. We postulate that large resistant genets contribute to the resilience of E. acoroides meadows under high levels of disturbance. Although the importance of clonal growth increases with disturbance, sexual reproduction and the subsequent recruitment of seedlings remains an essential strategy for the persistence of populations of E. acoroides and should be prioritized in conservation measures to ensure broad-scale and long-term resilience toward future environmental change.
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Affiliation(s)
- Jasper Dierick
- Ecology and Biodiversity Research Group, Biology Department, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Thi Thuy Hang Phan
- Biology Department, University of Sciences, Hue University, Hue, Vietnam
| | - Quang Doc Luong
- Biology Department, University of Sciences, Hue University, Hue, Vietnam
| | - Ludwig Triest
- Ecology and Biodiversity Research Group, Biology Department, Vrije Universiteit Brussel (VUB), Brussels, Belgium
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19
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Pazzaglia J, Reusch TBH, Terlizzi A, Marín‐Guirao L, Procaccini G. Phenotypic plasticity under rapid global changes: The intrinsic force for future seagrasses survival. Evol Appl 2021; 14:1181-1201. [PMID: 34025759 PMCID: PMC8127715 DOI: 10.1111/eva.13212] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 02/03/2021] [Accepted: 02/21/2021] [Indexed: 12/30/2022] Open
Abstract
Coastal oceans are particularly affected by rapid and extreme environmental changes with dramatic consequences for the entire ecosystem. Seagrasses are key ecosystem engineering or foundation species supporting diverse and productive ecosystems along the coastline that are particularly susceptible to fast environmental changes. In this context, the analysis of phenotypic plasticity could reveal important insights into seagrasses persistence, as it represents an individual property that allows species' phenotypes to accommodate and react to fast environmental changes and stress. Many studies have provided different definitions of plasticity and related processes (acclimation and adaptation) resulting in a variety of associated terminology. Here, we review different ways to define phenotypic plasticity with particular reference to seagrass responses to single and multiple stressors. We relate plasticity to the shape of reaction norms, resulting from genotype by environment interactions, and examine its role in the presence of environmental shifts. The potential role of genetic and epigenetic changes in underlying seagrasses plasticity in face of environmental changes is also discussed. Different approaches aimed to assess local acclimation and adaptation in seagrasses are explored, explaining strengths and weaknesses based on the main results obtained from the most recent literature. We conclude that the implemented experimental approaches, whether performed with controlled or field experiments, provide new insights to explore the basis of plasticity in seagrasses. However, an improvement of molecular analysis and the application of multi-factorial experiments are required to better explore genetic and epigenetic adjustments to rapid environmental shifts. These considerations revealed the potential for selecting the best phenotypes to promote assisted evolution with fundamental implications on restoration and preservation efforts.
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Affiliation(s)
- Jessica Pazzaglia
- Department of Integrative Marine EcologyStazione Zoologica Anton DohrnNaplesItaly
- Department of Life SciencesUniversity of TriesteTriesteItaly
| | - Thorsten B. H. Reusch
- Marine Evolutionary EcologyGEOMAR Helmholtz Centre for Ocean Research KielKielGermany
| | - Antonio Terlizzi
- Department of Life SciencesUniversity of TriesteTriesteItaly
- Department of Biology and Evolution of Marine OrganismsStazione Zoologica Anton DohrnNaplesItaly
| | - Lázaro Marín‐Guirao
- Department of Integrative Marine EcologyStazione Zoologica Anton DohrnNaplesItaly
- Seagrass Ecology GroupOceanographic Center of MurciaSpanish Institute of OceanographyMurciaSpain
| | - Gabriele Procaccini
- Department of Integrative Marine EcologyStazione Zoologica Anton DohrnNaplesItaly
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20
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Evans RD, McMahon KM, van Dijk KJ, Dawkins K, Nilsson Jacobi M, Vikrant A. Identification of dispersal barriers for a colonising seagrass using seascape genetic analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 763:143052. [PMID: 33189383 DOI: 10.1016/j.scitotenv.2020.143052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 09/30/2020] [Accepted: 10/08/2020] [Indexed: 06/11/2023]
Abstract
Seagrasses are important habitats providing many ecological services. Most species have broad distributions with maximum dispersal distances of 100's of kms, however there is limited understanding of dispersal distances of colonising species like Halodule uninervis. It commonly grows in disturbed environments and could disperse to other meadows via clonal fragments. Effective conservation management requires greater understanding of genetic structure, dispersal barriers, and connectivity timescales to predict recovery following disturbance. Despite fragment viability of up to 28 days in a congenera, this theory remains untested in situ. Using 80 neutral single nucleotide polymorphisms, we investigated genetic diversity, gene flow patterns and structure among 15 populations of H. uninervis along 2000 km of Western Australian coastline. These data were combined with a multi-generational oceanographic dispersal model and a barrier dispersal analysis to identify dispersal barriers and determine which fragment dispersal duration (FDD) and timescale over which stepping-stone connectivity occurred, best matched the observed genetic structure. The 2-7 day FDD best matched the genetic structure with 4-12 clusters, with barriers to dispersal that persisted for up to 100 years. Modelling suggested greater fragmentation of metapopulations towards the southern edge of the species distribution, but genetic diversity did not decline. Several long-term boundaries were identified even with fragment viability of up to 28 days. This suggests H. uninervis dispersal is spatially limited by factors like oceanographic features and habitat continuity which may limit dispersal of this species. This study reiterates that potential dispersal does not equal realised dispersal, and management scales of 10's of kilometers are required to maintain existing meadows. Recruitment from distances further than this scale are unlikely to aid recovery after extreme disturbance events, particularly towards the range edge of H. uninervis distribution.
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Affiliation(s)
- R D Evans
- Department of Biodiversity, Conservation and Attractions, 17 Dick Perry Ave, Kensington 6151, Australia; Oceans Institute, the University of Western Australia, Perth, WA 6009, Australia.
| | - K M McMahon
- School of Science, Edith Cowan University, 270 Joondalup Drive, Joondalup 6027, Australia; Centre for Marine Ecosystems Research, Edith Cowan University, 270 Joondalup Drive, Joondalup 6027, Australia
| | - K-J van Dijk
- School of Biological Sciences, University of Adelaide, Adelaide, SA, Australia
| | - K Dawkins
- School of Science, Edith Cowan University, 270 Joondalup Drive, Joondalup 6027, Australia; Centre for Ecosystem Management, Edith Cowan University, 270 Joondalup Drive, Joondalup 6027, Australia
| | - M Nilsson Jacobi
- Department of Space, Earth and Environment, Chalmers University of Technology, Maskingränd 2, 412 58 Gothenburg, Sweden
| | - A Vikrant
- Department of Space, Earth and Environment, Chalmers University of Technology, Maskingränd 2, 412 58 Gothenburg, Sweden
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21
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Jackson EL, Smith TM, York PH, Nielsen J, Irving AD, Sherman CDH. An assessment of the seascape genetic structure and hydrodynamic connectivity for subtropical seagrass restoration. Restor Ecol 2020. [DOI: 10.1111/rec.13269] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Emma L. Jackson
- Coastal Marine Ecosystems Research Centre (CMERC) CQUniversity Gladstone Queensland Australia
| | - Timothy M. Smith
- The Centre for Tropical Water and Aquatic Ecosystem Research (TropWATER) James Cook University Cairns Queensland Australia
| | - Paul H. York
- The Centre for Tropical Water and Aquatic Ecosystem Research (TropWATER) James Cook University Cairns Queensland Australia
| | | | - Andrew D. Irving
- Coastal Marine Ecosystems Research Centre (CMERC) CQUniversity Gladstone Queensland Australia
| | - Craig D. H. Sherman
- School of Life and Environmental Sciences Deakin University Geelong Victoria Australia
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22
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Arnaud-Haond S, Stoeckel S, Bailleul D. New insights into the population genetics of partially clonal organisms: When seagrass data meet theoretical expectations. Mol Ecol 2020; 29:3248-3260. [PMID: 32613610 DOI: 10.1111/mec.15532] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 05/30/2020] [Accepted: 06/11/2020] [Indexed: 01/23/2023]
Abstract
Seagrass meadows are among the most important coastal ecosystems in terms of both spatial extent and ecosystem services, but they are also declining worldwide. Understanding the drivers of seagrass meadow dynamics is essential for designing sound management, conservation and restoration strategies. However, poor knowledge of the effect of clonality on the population genetics of natural populations severely limits our understanding of the dynamics and connectivity of meadows. Recent modelling approaches have described the expected distributions of genotypic and genetic descriptors under increasing clonal rates, which may help us better understand and interpret population genetics data obtained for partial asexuals. Here, in the light of these recent theoretical developments, we revisited population genetics data for 165 meadows of four seagrass species. Contrasting shoot lifespan and rhizome turnover led to the prediction that the influence of asexual reproduction would increase along a gradient from Zostera noltii to Zostera marina, Cymodocea nodosa and Posidonia oceanica, with increasing departure from Hardy-Weinberg equilibrium (Fis ), mostly towards heterozygote excess, and decreasing genotypic richness (R). This meta-analysis provides a nested validation of this hypothesis at both the species and meadow scales through a significant relationship between Fis and R within each species. By empirically demonstrating the theoretical expectations derived from recent modelling approaches, this work calls for the use of Hardy-Weinberg equilibrium (Fis ) rather than only the strongly sampling-sensitive R to assess the importance of clonal reproduction (c), at least when the impact of selfing on Fis can be neglected. The results also emphasize the need to revise our appraisal of the extent of clonality and its influence on the dynamics, connectivity and evolutionary trajectory of partial asexuals in general, including in seagrass meadows, to develop the most accurate management strategies.
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Affiliation(s)
| | - Solenn Stoeckel
- IGEPP INRAE, Institut Agro, University of Rennes, Le Rheu, France
| | - Diane Bailleul
- Université de Montpellier, Ifremer, CNRS, IRD, MARBEC, Sète, France
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23
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Sinclair EA, Edgeloe JM, Anthony JM, Statton J, Breed MF, Kendrick GA. Variation in reproductive effort, genetic diversity and mating systems across Posidonia australis seagrass meadows in Western Australia. AOB PLANTS 2020; 12:plaa038. [PMID: 32904346 PMCID: PMC7454027 DOI: 10.1093/aobpla/plaa038] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 08/04/2020] [Indexed: 06/11/2023]
Abstract
Populations at the edges of their geographical range tend to have lower genetic diversity, smaller effective population sizes and limited connectivity relative to centre of range populations. Range edge populations are also likely to be better adapted to more extreme conditions for future survival and resilience in warming environments. However, they may also be most at risk of extinction from changing climate. We compare reproductive and genetic data of the temperate seagrass, Posidonia australis on the west coast of Australia. Measures of reproductive effort (flowering and fruit production and seed to ovule ratios) and estimates of genetic diversity and mating patterns (nuclear microsatellite DNA loci) were used to assess sexual reproduction in northern range edge (low latitude, elevated salinities, Shark Bay World Heritage Site) and centre of range (mid-latitude, oceanic salinity, Perth metropolitan waters) meadows in Western Australia. Flower and fruit production were highly variable among meadows and there was no significant relationship between seed to ovule ratio and clonal diversity. However, Shark Bay meadows were two orders of magnitude less fecund than those in Perth metropolitan waters. Shark Bay meadows were characterized by significantly lower levels of genetic diversity and a mixed mating system relative to meadows in Perth metropolitan waters, which had high genetic diversity and a completely outcrossed mating system. The combination of reproductive and genetic data showed overall lower sexual productivity in Shark Bay meadows relative to Perth metropolitan waters. The mixed mating system is likely driven by a combination of local environmental conditions and pollen limitation. These results indicate that seagrass restoration in Shark Bay may benefit from sourcing plant material from multiple reproductive meadows to increase outcrossed pollen availability and seed production for natural recruitment.
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Affiliation(s)
- Elizabeth A Sinclair
- School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
- Oceans Institute, University of Western Australia, Crawley, Western Australia, Australia
- Kings Park Science, Department of Biodiversity Conservation and Attractions, West Perth, Western Australia, Australia
| | - Jane M Edgeloe
- School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
| | - Janet M Anthony
- School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
- Kings Park Science, Department of Biodiversity Conservation and Attractions, West Perth, Western Australia, Australia
| | - John Statton
- School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
- Oceans Institute, University of Western Australia, Crawley, Western Australia, Australia
| | - Martin F Breed
- College of Science and Engineering, Flinders University, Adelaide, South Australia, Australia
| | - Gary A Kendrick
- School of Biological Sciences, University of Western Australia, Crawley, Western Australia, Australia
- Oceans Institute, University of Western Australia, Crawley, Western Australia, Australia
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24
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Noè S, Bellavia C, Calvo S, Mazzola A, Pirrotta M, Sciandra M, Vizzini S, Tomasello A. Resilience of the seagrass Posidonia oceanica following pulse-type disturbance. MARINE ENVIRONMENTAL RESEARCH 2020; 159:105011. [PMID: 32662440 DOI: 10.1016/j.marenvres.2020.105011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 05/02/2020] [Accepted: 05/03/2020] [Indexed: 05/27/2023]
Abstract
Understanding the response of species to disturbance and the ability to recover is crucial for preventing their potential collapse and ecosystem phase shifts. Explosive submarine activity, occurring in shallow volcanic vents, can be considered as a natural pulse disturbance, due to its suddenness and high intensity, potentially affecting nearby species and ecosystems. Here, we present the response of Posidonia oceanica, a long-lived seagrass, to an exceptional submarine volcanic explosion, which occurred in the Aeolian Archipelago (Italy, Mediterranean Sea) in 2002, and evaluate its resilience in terms of time required to recover after such a pulse event. The study was carried out in 2011 in the sea area off Panarea Island, in the vicinity of Bottaro Island by adopting a back-dating methodological approach, which allowed a retrospective analysis of the growth performance and stable carbon isotopes (δ13C) in sheaths and rhizomes of P. oceanica, during a 10-year period (2001-2010). After the 2002 explosion, a trajectory shift towards decreasing values for both growth performance and δ13C in sheaths and rhizomes was observed. The decreasing trend reversed in 2004 when recovery took place progressively for all the analysed variables. Full recovery of P. oceanica occurred 8 years after the explosive event with complete restoration of all the variables (rhizome growth performance and δ13C) by 2010. Given the ecological importance of this seagrass in marine coastal ecosystems and its documented large-scale decline, the understanding of its potential recovery in response to environmental changes is imperative.
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Affiliation(s)
- Simona Noè
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy
| | - Carmelina Bellavia
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy
| | - Sebastiano Calvo
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy
| | - Antonio Mazzola
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy; National Inter-University Consortium for Marine Sciences, CoNISMa, Piazzale Flaminio 9, 00136, Rome, Italy
| | - Maria Pirrotta
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy
| | - Mariangela Sciandra
- Department of Economics, Business and Statistics, University of Palermo, Viale delle Scienze Ed. 13, 90128, Palermo, Italy
| | - Salvatrice Vizzini
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy; National Inter-University Consortium for Marine Sciences, CoNISMa, Piazzale Flaminio 9, 00136, Rome, Italy.
| | - Agostino Tomasello
- Department of Earth and Marine Science, University of Palermo, Via Archirafi 22, 90123, Palermo, Italy
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25
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Schlägel UE, Grimm V, Blaum N, Colangeli P, Dammhahn M, Eccard JA, Hausmann SL, Herde A, Hofer H, Joshi J, Kramer-Schadt S, Litwin M, Lozada-Gobilard SD, Müller MEH, Müller T, Nathan R, Petermann JS, Pirhofer-Walzl K, Radchuk V, Rillig MC, Roeleke M, Schäfer M, Scherer C, Schiro G, Scholz C, Teckentrup L, Tiedemann R, Ullmann W, Voigt CC, Weithoff G, Jeltsch F. Movement-mediated community assembly and coexistence. Biol Rev Camb Philos Soc 2020; 95:1073-1096. [PMID: 32627362 DOI: 10.1111/brv.12600] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 03/20/2020] [Accepted: 03/23/2020] [Indexed: 01/11/2023]
Abstract
Organismal movement is ubiquitous and facilitates important ecological mechanisms that drive community and metacommunity composition and hence biodiversity. In most existing ecological theories and models in biodiversity research, movement is represented simplistically, ignoring the behavioural basis of movement and consequently the variation in behaviour at species and individual levels. However, as human endeavours modify climate and land use, the behavioural processes of organisms in response to these changes, including movement, become critical to understanding the resulting biodiversity loss. Here, we draw together research from different subdisciplines in ecology to understand the impact of individual-level movement processes on community-level patterns in species composition and coexistence. We join the movement ecology framework with the key concepts from metacommunity theory, community assembly and modern coexistence theory using the idea of micro-macro links, where various aspects of emergent movement behaviour scale up to local and regional patterns in species mobility and mobile-link-generated patterns in abiotic and biotic environmental conditions. These in turn influence both individual movement and, at ecological timescales, mechanisms such as dispersal limitation, environmental filtering, and niche partitioning. We conclude by highlighting challenges to and promising future avenues for data generation, data analysis and complementary modelling approaches and provide a brief outlook on how a new behaviour-based view on movement becomes important in understanding the responses of communities under ongoing environmental change.
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Affiliation(s)
- Ulrike E Schlägel
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany
| | - Volker Grimm
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Department of Ecological Modelling, Helmholtz Centre for Environmental Research-UFZ, Permoserstr. 15, 04318, Leipzig, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103, Leipzig, Germany
| | - Niels Blaum
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany
| | - Pierluigi Colangeli
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Department of Ecology and Ecosystem Modelling, University of Potsdam, Maulbeerallee 2, 14469, Potsdam, Germany
| | - Melanie Dammhahn
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Animal Ecology, University of Potsdam, Maulbeerallee 1, 14469, Potsdam, Germany
| | - Jana A Eccard
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Animal Ecology, University of Potsdam, Maulbeerallee 1, 14469, Potsdam, Germany
| | - Sebastian L Hausmann
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Plant Ecology, Institute of Biology, Freie Universität Berlin, 14195, Berlin, Germany
| | - Antje Herde
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Department of Animal Behaviour, Bielefeld University, Morgenbreede 45, 33615, Bielefeld, Germany
| | - Heribert Hofer
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany.,Department of Veterinary Medicine, Freie Universität Berlin, Berlin, Germany.,Department of Biology, Chemistry, Pharmacy, Freie Universität Berlin, Berlin, Germany
| | - Jasmin Joshi
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Biodiversity Research and Systematic Botany, University of Potsdam, Maulbeerallee 2, 14469, Potsdam, Germany.,Institute for Landscape and Open Space, Hochschule für Technik HSR Rapperswil, Seestrasse 10, 8640 Rapperswil, Switzerland
| | - Stephanie Kramer-Schadt
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany.,Department of Ecology, Technische Universität Berlin, Rothenburgstr. 12, 12165, Berlin, Germany
| | - Magdalena Litwin
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Evolutionary Biology/Systematic Zoology, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany
| | - Sissi D Lozada-Gobilard
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Biodiversity Research and Systematic Botany, University of Potsdam, Maulbeerallee 2, 14469, Potsdam, Germany
| | - Marina E H Müller
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
| | - Thomas Müller
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
| | - Ran Nathan
- Department of Ecology, Evolution and Behavior, Movement Ecology Laboratory, Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Jana S Petermann
- Department of Biosciences, University of Salzburg, Hellbrunner Straße 34, 5020, Salzburg, Austria
| | - Karin Pirhofer-Walzl
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Plant Ecology, Institute of Biology, Freie Universität Berlin, 14195, Berlin, Germany.,Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
| | - Viktoriia Radchuk
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany
| | - Matthias C Rillig
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Plant Ecology, Institute of Biology, Freie Universität Berlin, 14195, Berlin, Germany
| | - Manuel Roeleke
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany
| | - Merlin Schäfer
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
| | - Cédric Scherer
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany
| | - Gabriele Schiro
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
| | - Carolin Scholz
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany
| | - Lisa Teckentrup
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany
| | - Ralph Tiedemann
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Evolutionary Biology/Systematic Zoology, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany
| | - Wiebke Ullmann
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
| | - Christian C Voigt
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany.,Behavioral Biology, Institute of Biology, Freie Universität Berlin, Takustr. 6, 14195, Berlin, Germany
| | - Guntram Weithoff
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany.,Department of Ecology and Ecosystem Modelling, University of Potsdam, Maulbeerallee 2, 14469, Potsdam, Germany
| | - Florian Jeltsch
- Plant Ecology and Nature Conservation, University of Potsdam, Am Mühlenberg 3, 14476, Potsdam, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 34, 14195, Berlin, Germany
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26
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A novel adaptation facilitates seed establishment under marine turbulent flows. Sci Rep 2019; 9:19693. [PMID: 31873181 PMCID: PMC6928165 DOI: 10.1038/s41598-019-56202-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 12/05/2019] [Indexed: 01/24/2023] Open
Abstract
Seeds of Australian species of the seagrass genus Posidonia are covered by a membranous wing that we hypothesize plays a fundamental role in seed establishment in sandy, wave swept marine environments. Dimensions of the seed and membrane were quantified under electron microscopy and micro-CT scans, and used to model rotational, drag and lift forces. Seeds maintain contact with the seabed in the presence of strong turbulence: the larger the wing, the more stable the seed. Wing surface area increases from P. sinuosa < P. australis < P.coriacea correlating with their ability to establish in increasingly energetic environments. This unique seed trait in a marine angiosperm corresponds to adaptive pressures imposed on seagrass species along 7,500 km of Australia’s coastline, from open, high energy coasts to calmer environments in bays and estuaries.
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27
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Alotaibi NM, Kenyon EJ, Cook KJ, Börger L, Bull JC. Low genotypic diversity and long-term ecological decline in a spatially structured seagrass population. Sci Rep 2019; 9:18387. [PMID: 31804557 PMCID: PMC6895181 DOI: 10.1038/s41598-019-54828-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 11/14/2019] [Indexed: 12/03/2022] Open
Abstract
In isolated or declining populations, viability may be compromised further by loss of genetic diversity. Therefore, it is important to understand the relationship between long-term ecological trajectories and population genetic structure. However, opportunities to combine these types of data are rare, especially in natural systems. Using an existing panel of 15 microsatellites, we estimated allelic diversity in seagrass, Zostera marina, at five sites around the Isles of Scilly Special Area of Conservation, UK, in 2010 and compared this to 23 years of annual ecological monitoring (1996–2018). We found low diversity and long-term declines in abundance in this relatively pristine but isolated location. Inclusion of the snapshot of genotypic, but less-so genetic, diversity improved prediction of abundance trajectories; however, this was spatial scale-dependent. Selection of the appropriate level of genetic organization and spatial scale for monitoring is, therefore, important to identify drivers of eco-evolutionary dynamics. This has implications for the use of population genetic information in conservation, management, and spatial planning.
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Affiliation(s)
- Nahaa M Alotaibi
- Department of Biosciences, Swansea University, Swansea, Wales, United Kingdom.,Princess Nourah bint Abdulrahman University, Riyadh, Kingdom of Saudi Arabia
| | - Emma J Kenyon
- School of Life Sciences, University of Sussex, Brighton, England, UK
| | | | - Luca Börger
- Department of Biosciences, Swansea University, Swansea, Wales, United Kingdom
| | - James C Bull
- Department of Biosciences, Swansea University, Swansea, Wales, United Kingdom.
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28
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Mari L, Melià P, Fraschetti S, Gatto M, Casagrandi R. Spatial patterns and temporal variability of seagrass connectivity in the Mediterranean Sea. DIVERS DISTRIB 2019. [DOI: 10.1111/ddi.12998] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Affiliation(s)
- Lorenzo Mari
- Dipartimento di Elettronica Informazione e Bioingegneria Politecnico di Milano Milano Italy
| | - Paco Melià
- Dipartimento di Elettronica Informazione e Bioingegneria Politecnico di Milano Milano Italy
| | - Simona Fraschetti
- Dipartimento di Scienze e Tecnologie Biologiche ed Ambientali Università del Salento Lecce Italy
| | - Marino Gatto
- Dipartimento di Elettronica Informazione e Bioingegneria Politecnico di Milano Milano Italy
| | - Renato Casagrandi
- Dipartimento di Elettronica Informazione e Bioingegneria Politecnico di Milano Milano Italy
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29
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Meysick L, Infantes E, Boström C. The influence of hydrodynamics and ecosystem engineers on eelgrass seed trapping. PLoS One 2019; 14:e0222020. [PMID: 31479486 PMCID: PMC6719863 DOI: 10.1371/journal.pone.0222020] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 08/20/2019] [Indexed: 11/25/2022] Open
Abstract
Propagule dispersal is an integral part of the life cycle of seagrasses; important for colonising unvegetated areas and increasing their spatial distribution. However, to understand recruitment success, seed dispersal and survival in habitats of different complexity remains to be quantified. We tested the single and synergistic effects of three commonly distributed ecosystem engineers—eelgrass (Zostera marina), oysters (Magellana gigas) and blue mussels (Mytilus edulis)—on trapping of Z. marina seeds in a hydraulic flume under currents. Our results suggest that seed retention increases with habitat complexity and further reveal insights into the underlying mechanisms. In eelgrass canopy, trapping occurred mostly through direct blocking of a seed’s pathway, while trapping in bivalve patches was mainly related to altered hydrodynamics in the lee side, i.e. behind each specimen. With increasing flow velocity (24–30 cm s-1 in eelgrass canopy, 18–30 cm s-1 in bivalve patches), modifications of the sediment surface through increased turbulence and erosive processes became more important and resulted in high seed trapping rates. Furthermore, we show that while monospecific patches of seagrass and bivalves had different trapping optima depending on flow velocities, intermixing resulted in consistently high trapping rates throughout the investigated hydrodynamic gradient. Our results highlight the importance of positive interactions among ecosystem engineers for seed retention and patch emergence in eelgrass.
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Affiliation(s)
- Lukas Meysick
- Environmental and Marine Biology, Faculty of Science and Engineering, Åbo Akademi University, Åbo, Finland
| | - Eduardo Infantes
- University of Gothenburg, Department of Marine Sciences, Fiskebäckskil, Sweden
| | - Christoffer Boström
- Environmental and Marine Biology, Faculty of Science and Engineering, Åbo Akademi University, Åbo, Finland
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30
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Unsworth RKF, McKenzie LJ, Collier CJ, Cullen-Unsworth LC, Duarte CM, Eklöf JS, Jarvis JC, Jones BL, Nordlund LM. Global challenges for seagrass conservation. AMBIO 2019; 48:801-815. [PMID: 30456457 PMCID: PMC6541581 DOI: 10.1007/s13280-018-1115-y] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Revised: 10/18/2018] [Accepted: 10/23/2018] [Indexed: 05/21/2023]
Abstract
Seagrasses, flowering marine plants that form underwater meadows, play a significant global role in supporting food security, mitigating climate change and supporting biodiversity. Although progress is being made to conserve seagrass meadows in select areas, most meadows remain under significant pressure resulting in a decline in meadow condition and loss of function. Effective management strategies need to be implemented to reverse seagrass loss and enhance their fundamental role in coastal ocean habitats. Here we propose that seagrass meadows globally face a series of significant common challenges that must be addressed from a multifaceted and interdisciplinary perspective in order to achieve global conservation of seagrass meadows. The six main global challenges to seagrass conservation are (1) a lack of awareness of what seagrasses are and a limited societal recognition of the importance of seagrasses in coastal systems; (2) the status of many seagrass meadows are unknown, and up-to-date information on status and condition is essential; (3) understanding threatening activities at local scales is required to target management actions accordingly; (4) expanding our understanding of interactions between the socio-economic and ecological elements of seagrass systems is essential to balance the needs of people and the planet; (5) seagrass research should be expanded to generate scientific inquiries that support conservation actions; (6) increased understanding of the linkages between seagrass and climate change is required to adapt conservation accordingly. We also explicitly outline a series of proposed policy actions that will enable the scientific and conservation community to rise to these challenges. We urge the seagrass conservation community to engage stakeholders from local resource users to international policy-makers to address the challenges outlined here, in order to secure the future of the world's seagrass ecosystems and maintain the vital services which they supply.
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Affiliation(s)
- Richard K. F. Unsworth
- Seagrass Ecosystem Research Group, College of Science, Swansea University, Wallace Building, Swansea, SA2 8PP UK
- Project Seagrass, 33 Park Place, Cardiff, CF10 3BA UK
| | - Len J. McKenzie
- Centre for Tropical Water & Aquatic Ecosystem Research, James Cook University, Cairns, Australia
| | - Catherine J. Collier
- Centre for Tropical Water & Aquatic Ecosystem Research, James Cook University, Cairns, Australia
| | - Leanne C. Cullen-Unsworth
- Project Seagrass, 33 Park Place, Cardiff, CF10 3BA UK
- Sustainable Places Research Institute, Cardiff University, 33 Park Place, Cardiff, CF10 3BA UK
| | - Carlos M. Duarte
- Red Sea Research Center (RSRC), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900 Saudi Arabia
| | - Johan S. Eklöf
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 106 91 Stockholm, Sweden
| | - Jessie C. Jarvis
- Department of Biology & Marine Biology, Center for Marine Science, University of North Carolina Wilmington, 601 South College Rd, Wilmington, NC 28403 USA
| | - Benjamin L. Jones
- Project Seagrass, 33 Park Place, Cardiff, CF10 3BA UK
- Sustainable Places Research Institute, Cardiff University, 33 Park Place, Cardiff, CF10 3BA UK
| | - Lina M. Nordlund
- Natural Resources and Sustainable Development, NRHU Department of Earth Sciences, Uppsala University, Campus Gotland, Sweden
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31
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Alvarez A. Secondary dispersal of seagrass seeds in complex microtopographies. J Theor Biol 2019; 473:28-37. [PMID: 31026446 DOI: 10.1016/j.jtbi.2019.04.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 03/15/2019] [Accepted: 04/22/2019] [Indexed: 11/19/2022]
Abstract
Motivated by observational and experimental evidence, a theoretical model is proposed to relate the secondary dispersal of seagrass seeds with the complexity of microtopography in natural environments. Complexity is encoded in terms of the Hurst exponent of a fractal description of the microtopographical geometry. The percentage of a seafloor transect where secondary dispersal of seagrass seeds occurs, is quantified in terms of the mainstream velocity, bottom complexity and properties of the seeds. Theoretical expressions are validated considering the cases of Zostera marina and Posidonia oceanica seeds and using computational fluid dynamics (CFD). A total of 200 CFD simulations with different bottom complexities and flow conditions, were done for each seagrass genus to validate the theoretical model. Numerical results agree with theoretical predictions. This finding provides a management tool to assess the degree of seed retention in seed-based restoration areas.
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Affiliation(s)
- A Alvarez
- Department of Marine Ecology (MARE), Instituto Mediterraneo de Estudios Avanzados-IMEDEA (CSIC-UIB), C/ Miquel Marques 21, 07190 Esporlas, Spain.
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32
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Van der Stocken T, Wee AKS, De Ryck DJR, Vanschoenwinkel B, Friess DA, Dahdouh-Guebas F, Simard M, Koedam N, Webb EL. A general framework for propagule dispersal in mangroves. Biol Rev Camb Philos Soc 2019; 94:1547-1575. [PMID: 31058451 DOI: 10.1111/brv.12514] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Revised: 03/19/2019] [Accepted: 03/27/2019] [Indexed: 12/29/2022]
Abstract
Dispersal allows species to shift their distributions in response to changing climate conditions. As a result, dispersal is considered a key process contributing to a species' long-term persistence. For many passive dispersers, fluid dynamics of wind and water fuel these movements and different species have developed remarkable adaptations for utilizing this energy to reach and colonize suitable habitats. The seafaring propagules (fruits and seeds) of mangroves represent an excellent example of such passive dispersal. Mangroves are halophytic woody plants that grow in the intertidal zones along tropical and subtropical shorelines and produce hydrochorous propagules with high dispersal potential. This results in exceptionally large coastal ranges across vast expanses of ocean and allows species to shift geographically and track the conditions to which they are adapted. This is particularly relevant given the challenges presented by rapid sea-level rise, higher frequency and intensity of storms, and changes in regional precipitation and temperature regimes. However, despite its importance, the underlying drivers of mangrove dispersal have typically been studied in isolation, and a conceptual synthesis of mangrove oceanic dispersal across spatial scales is lacking. Here, we review current knowledge on mangrove propagule dispersal across the various stages of the dispersal process. Using a general framework, we outline the mechanisms and ecological processes that are known to modulate the spatial patterns of mangrove dispersal. We show that important dispersal factors remain understudied and that adequate empirical data on the determinants of dispersal are missing for most mangrove species. This review particularly aims to provide a baseline for developing future research agendas and field campaigns, filling current knowledge gaps and increasing our understanding of the processes that shape global mangrove distributions.
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Affiliation(s)
- Tom Van der Stocken
- Earth Science Section, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, 91109, U.S.A.,Radar Science and Engineering Section, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, 91109, U.S.A.,Ecology and Biodiversity, Vrije Universiteit Brussel, Brussels, 1050, Belgium
| | - Alison K S Wee
- Department of Biological Sciences, National University of Singapore, Singapore, 117543, Singapore.,Key Laboratory of Forest Ecology and Conservation, College of Forestry, Guangxi University, Nanning, Guangxi, 530004, China
| | - Dennis J R De Ryck
- Ecology and Biodiversity, Vrije Universiteit Brussel, Brussels, 1050, Belgium
| | | | - Daniel A Friess
- Department of Geography, National University of Singapore, Singapore, 117570, Singapore
| | - Farid Dahdouh-Guebas
- Ecology and Biodiversity, Vrije Universiteit Brussel, Brussels, 1050, Belgium.,Systems Ecology and Resource Management, Université Libre de Bruxelles, Brussels, 1050, Belgium
| | - Marc Simard
- Radar Science and Engineering Section, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, 91109, U.S.A
| | - Nico Koedam
- Ecology and Biodiversity, Vrije Universiteit Brussel, Brussels, 1050, Belgium
| | - Edward L Webb
- Department of Biological Sciences, National University of Singapore, Singapore, 117543, Singapore
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33
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Sinclair EA, Ruiz‐Montoya L, Krauss SL, Anthony JM, Hovey RK, Lowe RJ, Kendrick GA. Seeds in motion: Genetic assignment and hydrodynamic models demonstrate concordant patterns of seagrass dispersal. Mol Ecol 2018; 27:5019-5034. [DOI: 10.1111/mec.14939] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Revised: 10/18/2018] [Accepted: 10/23/2018] [Indexed: 01/03/2023]
Affiliation(s)
- Elizabeth A. Sinclair
- School of Biological Sciences University of Western Australia Crawley Western Australia Australia
- Kings Park Science, Department of Biodiversity, Conservation, and Attractions West Perth Western Australia Australia
- Oceans Institute University of Western Australia Crawley Western Australia Australia
| | - Leonardo Ruiz‐Montoya
- School of Biological Sciences University of Western Australia Crawley Western Australia Australia
- Oceans Institute University of Western Australia Crawley Western Australia Australia
| | - Siegfried L. Krauss
- School of Biological Sciences University of Western Australia Crawley Western Australia Australia
- Kings Park Science, Department of Biodiversity, Conservation, and Attractions West Perth Western Australia Australia
| | - Janet M. Anthony
- School of Biological Sciences University of Western Australia Crawley Western Australia Australia
- Kings Park Science, Department of Biodiversity, Conservation, and Attractions West Perth Western Australia Australia
| | - Renae K. Hovey
- School of Biological Sciences University of Western Australia Crawley Western Australia Australia
- Oceans Institute University of Western Australia Crawley Western Australia Australia
| | - Ryan J. Lowe
- Oceans Institute University of Western Australia Crawley Western Australia Australia
- ARC Centre of Excellence for Coral Reef Studies University of Western Australia Crawley Western Australia Australia
| | - Gary A. Kendrick
- School of Biological Sciences University of Western Australia Crawley Western Australia Australia
- Oceans Institute University of Western Australia Crawley Western Australia Australia
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34
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Understanding the sexual recruitment of one of the oldest and largest organisms on Earth, the seagrass Posidonia oceanica. PLoS One 2018; 13:e0207345. [PMID: 30444902 PMCID: PMC6239318 DOI: 10.1371/journal.pone.0207345] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 10/30/2018] [Indexed: 11/19/2022] Open
Abstract
The seagrass Posidonia oceanica is considered one of the oldest and largest living organisms on Earth. Notwithstanding, given the difficulty of monitoring its fruits and seeds in the field, the development of P. oceanica during its sexual recruitment is not completely understood. We studied the stages of development of P. oceanica seeds from their dispersion in the fruit interior to their settlement in sediment through histological, ultrastructural and mesocosm experiments. P. oceanica sexual recruitment can be divided into three main stages that focus on maximising photosynthesis and anchoring the seedlings to the sediment. In the first stage (fruit dispersion), seeds perform photosynthesis while being transported inside the fruit along the sea surface. In the second stage (seed adhesion), seeds develop adhesive microscopic hairs that cover the primary and secondary roots and favour seed adhesion to the substrate. In the last stage (seedling anchorage), roots attach the seedlings to the substrate by orienting them towards the direction of light to maximise photosynthesis. The adaptations observed in P. oceanica are similar to those in other seagrasses with non-dormant seeds and fruits with membranous pericarps, such as Thalassia sp. and Enhalus sp. These common strategies suggest a convergent evolution in such seagrasses in terms of sexual recruitment. Understanding the sexual recruitment of habitat-forming species such as seagrasses is necessary to adequately manage the ecosystems that they inhabit.
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35
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Biotic resistance and vegetative propagule pressure co-regulate the invasion success of a marine clonal macrophyte. Sci Rep 2018; 8:16621. [PMID: 30413748 PMCID: PMC6226502 DOI: 10.1038/s41598-018-35015-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Accepted: 10/29/2018] [Indexed: 11/26/2022] Open
Abstract
Propagule pressure is considered a major driver of plant invasion success. Great propagule pressure would enable invasive species to colonize new areas overcoming the resistance of native species. Many highly invasive aquatic macrophytes regenerate from vegetative propagules, but few studies have experimentally investigated the importance of propagule pressure and biotic resistance, and their interaction, in determining invasion success. By manipulating both recipient habitat and the input of vegetative propagules of the invasive seaweed Caulerpa cylindracea in mesocosm, we examined whether higher propagule pressure would overcome the resistance of a native congeneric (Caulerpa prolifera) and influence its performance. With the native, C. cylindracea population frond number decreased irrespectively of pressure level. High propagule pressure did not increase stolon length and single plant size decreased due to the effects of intra- and interspecific competition. Native biomass decreased with increasing C. cylindracea propagule pressure. These results indicate that higher propagule pressure may fail in enhancing C. cylindracea invasion success in habitats colonized by the native species, and they suggest that biotic resistance and propagule pressure co-regulate the invasion process. These findings emphasize the need to preserve/restore native seaweed populations and may help to design effective management actions to prevent further C. cylindracea spread.
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36
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Bijak AL, van Dijk KJ, Waycott M. Population structure and gene flow of the tropical seagrass, Syringodium filiforme, in the Florida Keys and subtropical Atlantic region. PLoS One 2018; 13:e0203644. [PMID: 30183774 PMCID: PMC6124813 DOI: 10.1371/journal.pone.0203644] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Accepted: 08/26/2018] [Indexed: 11/28/2022] Open
Abstract
Evaluating genetic diversity of seagrasses provides insight into reproductive mode and adaptation potential, and is therefore integral to broader conservation strategies for coastal ecosystems. In this study, we assessed genetic diversity, population structure and gene flow in an opportunistic seagrass, Syringodium filiforme, in the Florida Keys and subtropical Atlantic region. We used microsatellite markers to analyze 20 populations throughout the Florida Keys, South Florida, Bermuda and the Bahamas primarily to understand how genetic diversity of S. filiforme partitions across the Florida Keys archipelago. We found low allelic diversity within populations, detecting 35–106 alleles across all populations, and in some instances moderately high clonal diversity (R = 0.04–0.62). There was significant genetic differentiation between Atlantic and Gulf of Mexico (Gulf) populations (FST = 0.109 ± 0.027, p-value = 0.001) and evidence of population structure based on cluster assignment, dividing the region into two major genetic demes. We observed asymmetric patterns in gene flow, with a few instances in which there was higher than expected gene flow from Atlantic to Gulf populations. In South Florida, clustering into Gulf and Atlantic groups indicate dispersal in S. filiforme may be limited by historical or contemporary geographic and hydrologic barriers, though genetic admixture between populations suggests exchange may occur between narrow channels in the Florida Keys, or has occurred through other mechanisms in recent evolutionary history, maintaining regional connectivity. The variable genotypic diversity, low genetic diversity and evidence of population structure observed in populations of S. filiforme resemble the population genetics expected for a colonizer species.
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Affiliation(s)
- Alexandra L. Bijak
- Department of Environmental Sciences, University of Virginia, Charlottesville, Virginia, United States of America
- * E-mail:
| | - Kor-jent van Dijk
- School of Biological Sciences, Environment Institute, Australian Centre for Evolutionary Biology and Biodiversity, University of Adelaide, Adelaide, South Australia, Australia
| | - Michelle Waycott
- School of Biological Sciences, Environment Institute, Australian Centre for Evolutionary Biology and Biodiversity, University of Adelaide, Adelaide, South Australia, Australia
- State Herbarium of South Australia, Department of Environment, Water and Natural Resources, Adelaide, South Australia, Australia
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37
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O'Brien KR, Waycott M, Maxwell P, Kendrick GA, Udy JW, Ferguson AJP, Kilminster K, Scanes P, McKenzie LJ, McMahon K, Adams MP, Samper-Villarreal J, Collier C, Lyons M, Mumby PJ, Radke L, Christianen MJA, Dennison WC. Seagrass ecosystem trajectory depends on the relative timescales of resistance, recovery and disturbance. MARINE POLLUTION BULLETIN 2018; 134:166-176. [PMID: 28935363 DOI: 10.1016/j.marpolbul.2017.09.006] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 06/30/2017] [Accepted: 09/06/2017] [Indexed: 05/20/2023]
Abstract
Seagrass ecosystems are inherently dynamic, responding to environmental change across a range of scales. Habitat requirements of seagrass are well defined, but less is known about their ability to resist disturbance. Specific means of recovery after loss are particularly difficult to quantify. Here we assess the resistance and recovery capacity of 12 seagrass genera. We document four classic trajectories of degradation and recovery for seagrass ecosystems, illustrated with examples from around the world. Recovery can be rapid once conditions improve, but seagrass absence at landscape scales may persist for many decades, perpetuated by feedbacks and/or lack of seed or plant propagules to initiate recovery. It can be difficult to distinguish between slow recovery, recalcitrant degradation, and the need for a window of opportunity to trigger recovery. We propose a framework synthesizing how the spatial and temporal scales of both disturbance and seagrass response affect ecosystem trajectory and hence resilience.
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Affiliation(s)
- Katherine R O'Brien
- School of Chemical Engineering, The University of Queensland, St Lucia 4072, Queensland, Australia.
| | - Michelle Waycott
- School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia; State Herbarium of South Australia, Botanic Gardens and State Herbarium, Department of Environment and Natural Resources, GPO Box 1047, Adelaide, SA, Australia
| | - Paul Maxwell
- School of Chemical Engineering, The University of Queensland, St Lucia 4072, Queensland, Australia; Healthy Land and Water, PO Box 13204, George St, Brisbane 4003, Queensland, Australia
| | - Gary A Kendrick
- The Oceans Institute (M470), The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; School of Biological Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - James W Udy
- Healthy Land and Water, PO Box 13204, George St, Brisbane 4003, Queensland, Australia; School of Earth, Environmental and Biological Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland 4001, Australia
| | - Angus J P Ferguson
- NSW Office of Environment and Heritage, PO Box A290, Sydney South, NSW 1232, Australia
| | - Kieryn Kilminster
- School of Biological Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; Department of Water and Environmental Regulation, Locked Bag 33, Cloisters Square, Perth, WA 6842, Australia
| | - Peter Scanes
- NSW Office of Environment and Heritage, PO Box A290, Sydney South, NSW 1232, Australia
| | - Len J McKenzie
- Centre for Tropical Water and Aquatic Ecosystem Research (TropWATER), James Cook University, Cairns, Queensland 4870, Australia
| | - Kathryn McMahon
- School of Sciences, Edith Cowan University, WA, 6027, Australia; Centre for Marine Ecosystems Research, Edith Cowan University, WA, 6027, Australia
| | - Matthew P Adams
- School of Chemical Engineering, The University of Queensland, St Lucia 4072, Queensland, Australia
| | - Jimena Samper-Villarreal
- Marine Spatial Ecology Lab, The University of Queensland, St Lucia, Queensland 4072, Australia; Centro de Investigación en Ciencias del Mar y Limnología, Universidad de Costa Rica, San Pedro, 11501-2060, San José, Costa Rica
| | - Catherine Collier
- Centre for Tropical Water and Aquatic Ecosystem Research (TropWATER), James Cook University, Cairns, Queensland 4870, Australia
| | - Mitchell Lyons
- Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, University of New South Wales, 2052 NSW, Australia
| | - Peter J Mumby
- Marine Spatial Ecology Lab, The University of Queensland, St Lucia, Queensland 4072, Australia
| | - Lynda Radke
- Coastal, Marine and Climate Change Group, Geoscience Australia, GPO Box 378, Canberra, ACT 2601, Australia
| | - Marjolijn J A Christianen
- Groningen Institute of Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700, CC, Groningen, Netherlands
| | - William C Dennison
- University of Maryland Center for Environmental Science, Cambridge, MD 21613, USA
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38
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van Dijk K, Bricker E, van Tussenbroek BI, Waycott M. Range-wide population genetic structure of the Caribbean marine angiosperm Thalassia testudinum. Ecol Evol 2018; 8:9478-9490. [PMID: 30377516 PMCID: PMC6194253 DOI: 10.1002/ece3.4443] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 07/03/2018] [Accepted: 07/14/2018] [Indexed: 11/07/2022] Open
Abstract
Many marine species have widespread geographic ranges derived from their evolutionary and ecological history particularly their modes of dispersal. Seagrass (marine angiosperm) species have ranges that are unusually widespread, which is not unexpected following recent reviews of reproductive strategies demonstrating the potential for long-distance dispersal combined with longevity through clonality. An exemplar of these dual biological features is turtle grass (Thalassia testudinum) which is an ecologically important species throughout the tropical Atlantic region. Turtle grass has been documented to have long-distance dispersal via floating fruits and also extreme clonality and longevity. We hypothesize that across its range, Thalassia testudinum will have very limited regional population structure due to these characteristics and under typical models of population structure would expect to detect high levels of genetic connectivity. There are very few studies of range-wide genetic connectivity documented for seagrasses or other sessile marine species. This study presents a population genetic dataset that represents a geographic area exceeding 14,000 km2. Population genetic diversity was evaluated from 32 Thalassia testudinum populations sampled across the Caribbean and Gulf of Mexico. Genotypes were based on nine microsatellites, and haplotypes were based on chloroplast DNA sequences. Very limited phylogeographic signal from cpDNA reduced the potential comparative analyses possible. Multiple analytical clustering approaches on population genetic data revealed two significant genetic partitions: (a) the Caribbean and (b) the Gulf of Mexico. Genetic diversity was high (H E = 0.641), and isolation by distance was significant; gene flow and migration estimates across the entire range were however modest, we suggest that the frequency of successful recruitment across the range is uncommon. Thalassia testudinum maintains genetic diversity across its entire distribution range. The genetic split may be explained by genetic drift during recolonization from refugia following relatively recent reduction in available habitat such as the last glacial maxima.
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Affiliation(s)
- Kor‐jent van Dijk
- School of Biological SciencesEnvironment InstituteAustralian Centre for Evolutionary Biology and BiodiversityThe University of AdelaideAdelaideSouth AustraliaAustralia
- Unidad Académica Puerto MorelosInstituto de Ciencias del Mar y LimnologíaUniversidad Nacional Autónoma de México (UNAM)CancúnMéxico
| | - Eric Bricker
- Department of Environmental SciencesThe University of VirginiaCharlottesvilleVirginia
| | - Brigitta I. van Tussenbroek
- Unidad Académica Puerto MorelosInstituto de Ciencias del Mar y LimnologíaUniversidad Nacional Autónoma de México (UNAM)CancúnMéxico
| | - Michelle Waycott
- School of Biological SciencesEnvironment InstituteAustralian Centre for Evolutionary Biology and BiodiversityThe University of AdelaideAdelaideSouth AustraliaAustralia
- Department for Environment and WaterState Herbarium of South AustraliaBotanic Gardens and State HerbariumAdelaideSouth AustraliaAustralia
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39
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Wu ZY, Liu J, Provan J, Wang H, Chen CJ, Cadotte MW, Luo YH, Amorim BS, Li DZ, Milne RI. Testing Darwin's transoceanic dispersal hypothesis for the inland nettle family (Urticaceae). Ecol Lett 2018; 21:1515-1529. [PMID: 30133154 DOI: 10.1111/ele.13132] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 04/11/2018] [Accepted: 07/05/2018] [Indexed: 12/17/2022]
Abstract
Dispersal is a fundamental ecological process, yet demonstrating the occurrence and importance of long-distance dispersal (LDD) remains difficult, having rarely been examined for widespread, non-coastal plants. To address this issue, we integrated phylogenetic, molecular dating, biogeographical, ecological, seed biology and oceanographic data for the inland Urticaceae. We found that Urticaceae originated in Eurasia c. 69 Ma, followed by ≥ 92 LDD events between landmasses. Under experimental conditions, seeds of many Urticaceae floated for > 220 days, and remained viable after 10 months in seawater, long enough for most detected LDD events, according to oceanographic current modelling. Ecological traits analyses indicated that preferences for disturbed habitats might facilitate LDD. Nearly half of all LDD events involved dioecious taxa, so population establishment in dioecious Urticaceae requires multiple seeds, or occasional selfing. Our work shows that seawater LDD played an important role in shaping the geographical distributions of Urticaceae, providing empirical evidence for Darwin's transoceanic dispersal hypothesis.
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Affiliation(s)
- Zeng-Yuan Wu
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650201, China
| | - Jie Liu
- Key Laboratory for Plant and Biodiversity of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650201, China
| | - Jim Provan
- Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, SY23 3DA, UK
| | - Hong Wang
- Key Laboratory for Plant and Biodiversity of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650201, China
| | - Chia-Jui Chen
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Marc W Cadotte
- Department of Biological Sciences, University of Toronto-Scarborough, 1265 Military Trail, Toronto, ON, M1C 1A4, Canada.,Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, ON, M5S 3B2, Canada
| | - Ya-Huang Luo
- Key Laboratory for Plant and Biodiversity of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650201, China
| | - Bruno S Amorim
- Graduate Program in Biotechnology and Natural Resources, School of Health Sciences, State University of Amazonas, CEP, 69065-001, Manaus-AM, Brazil
| | - De-Zhu Li
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650201, China.,Key Laboratory for Plant and Biodiversity of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650201, China
| | - Richard I Milne
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, EH9 3JH, UK
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40
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Berković B, Coelho N, Gouveia L, Serrão EA, Alberto F. Individual-based genetic analyses support asexual hydrochory dispersal in Zostera noltei. PLoS One 2018; 13:e0199275. [PMID: 30114218 PMCID: PMC6095491 DOI: 10.1371/journal.pone.0199275] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 07/02/2018] [Indexed: 11/30/2022] Open
Abstract
Dispersal beyond the local patch in clonal plants was typically thought to result from sexual reproduction via seed dispersal. However, evidence for the separation, transport by water, and re-establishment of asexual propagules (asexual hydrochory) is mounting suggesting other important means of dispersal in aquatic plants. Using an unprecedented sampling size and microsatellite genetic identification, we describe the distribution of seagrass clones along tens of km within a coastal lagoon in Southern Portugal. Our spatially explicit individual-based sampling design covered 84 km2 and collected 3 185 Zostera noltei ramets from 803 sites. We estimated clone age, assuming rhizome elongation as the only mechanism of clone spread, and contrasted it with paleo-oceanographic sea level change. We also studied the association between a source of disturbance and the location of large clones. A total of 16 clones were sampled more than 10 times and the most abundant one was sampled 59 times. The largest distance between two samples from the same clone was 26.4 km and a total of 58 and 10 clones were sampled across more than 2 and 10 km, respectively. The number of extremely large clone sizes, and their old ages when assuming the rhizome elongation as the single causal mechanism, suggests other processes are behind the span of these clones. We discuss how the dispersal of vegetative fragments in a stepping-stone manner might have produced this pattern. We found higher probabilities to sample large clones away from the lagoon inlet, considered a source of disturbance. This study corroborates previous experiments on the success of transport and re-establishment of asexual fragments and supports the hypothesis that asexual hydrochory is responsible for the extent of these clones.
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Affiliation(s)
- Buga Berković
- Centro de Ciências do Mar, Universidade do Algarve, Faro, Portugal
| | - Nelson Coelho
- Centro de Ciências do Mar, Universidade do Algarve, Faro, Portugal
| | - Licínia Gouveia
- Centro de Ciências do Mar, Universidade do Algarve, Faro, Portugal
| | - Ester A. Serrão
- Centro de Ciências do Mar, Universidade do Algarve, Faro, Portugal
| | - Filipe Alberto
- Department of Biological Sciences, University of Wisconsin–Milwaukee, Milwaukee, Wisconsin, United States of America
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41
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Triest L, Sierens T, Menemenlis D, Van der Stocken T. Inferring Connectivity Range in Submerged Aquatic Populations ( Ruppia L.) Along European Coastal Lagoons From Genetic Imprint and Simulated Dispersal Trajectories. FRONTIERS IN PLANT SCIENCE 2018; 9:806. [PMID: 29951080 PMCID: PMC6008504 DOI: 10.3389/fpls.2018.00806] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 05/25/2018] [Indexed: 06/07/2023]
Abstract
Coastal salt- and brackish water lagoons are unique shallow habitats characterized by beds of submerged seagrasses and salt-tolerant Ruppia species. Established long-term and large-scale patterns of connectivity in lagoon systems can be strongly determined by patterns of nearshore and coastal currents next to local bird-mediated seed dispersal. Despite the importance of dispersal in landscape ecology, characterizing patterns of connectivity remains challenging in aquatic systems. Here, we aimed at inferring connectivity distances of Ruppia cirrhosa along European coastal lagoons using a population genetic imprint and modeled dispersal trajectories using an eddy-resolving numerical ocean model that includes tidal forcing. We investigated 1,303 individuals of 46 populations alongside subbasins of the Mediterranean (Balearic, Tyrrhenian, Ionian) and the Atlantic to Baltic Sea coastline over maximum distances of 563-2,684 km. Ten microsatellite loci under an autotetraploid condition revealed a mixed sexual and vegetative reproduction mode. A pairwise FST permutation test of populations revealed high levels of historical connectivity only for distance classes up to 104-280 km. Since full range analysis was not fully explanatory, we assessed connectivity in more detail at coastline and subbasin level using four approaches. Firstly, a regression over restricted geographical distances (300 km) was done though remained comparable to full range analysis. Secondly, piecewise linear regression analyses yielded much better explained variance but the obtained breakpoints were shifted toward greater geographical distances due to a flat slope of regression lines that most likely reflect genetic drift. Thirdly, classification and regression tree analyses revealed threshold values of 47-179 km. Finally, simulated ocean surface dispersal trajectories for propagules with floating periods of 1-4 weeks, were congruent with inferred distances, a spatial Bayesian admixed gene pool clustering and a barrier detection method. A kinship based spatial autocorrelation showed a contemporary within-lagoon connectivity up to 20 km. Our findings indicate that strong differentiation or admixtures shaped historical connectivity and that a pre- and post LGM genetic imprint of R. cirrhosa along the European coasts was maintained from their occurrence in primary habitats. Additionally, this study demonstrates the importance of unraveling thresholds of genetic breaks in combination with ocean dispersal modeling to infer patterns of connectivity.
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Affiliation(s)
- Ludwig Triest
- Ecology and Biodiversity Research Group, Plant Biology and Nature Management, Vrije Universiteit Brussel, Brussels, Belgium
| | - Tim Sierens
- Ecology and Biodiversity Research Group, Plant Biology and Nature Management, Vrije Universiteit Brussel, Brussels, Belgium
| | - Dimitris Menemenlis
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States
| | - Tom Van der Stocken
- Ecology and Biodiversity Research Group, Plant Biology and Nature Management, Vrije Universiteit Brussel, Brussels, Belgium
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States
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42
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Jahnke M, Jonsson PR, Moksnes P, Loo L, Nilsson Jacobi M, Olsen JL. Seascape genetics and biophysical connectivity modelling support conservation of the seagrass Zostera marina in the Skagerrak-Kattegat region of the eastern North Sea. Evol Appl 2018; 11:645-661. [PMID: 29875808 PMCID: PMC5979629 DOI: 10.1111/eva.12589] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 12/08/2017] [Indexed: 01/02/2023] Open
Abstract
Maintaining and enabling evolutionary processes within meta-populations are critical to resistance, resilience and adaptive potential. Knowledge about which populations act as sources or sinks, and the direction of gene flow, can help to focus conservation efforts more effectively and forecast how populations might respond to future anthropogenic and environmental pressures. As a foundation species and habitat provider, Zostera marina (eelgrass) is of critical importance to ecosystem functions including fisheries. Here, we estimate connectivity of Z. marina in the Skagerrak-Kattegat region of the North Sea based on genetic and biophysical modelling. Genetic diversity, population structure and migration were analysed at 23 locations using 20 microsatellite loci and a suite of analytical approaches. Oceanographic connectivity was analysed using Lagrangian dispersal simulations based on contemporary and historical distribution data dating back to the late 19th century. Population clusters, barriers and networks of connectivity were found to be very similar based on either genetic or oceanographic analyses. A single-generation model of dispersal was not realistic, whereas multigeneration models that integrate stepping-stone dispersal and extant and historic distribution data were able to capture and model genetic connectivity patterns well. Passive rafting of flowering shoots along oceanographic currents is the main driver of gene flow at this spatial-temporal scale, and extant genetic connectivity strongly reflects the "ghost of dispersal past" sensu Benzie, 1999. The identification of distinct clusters, connectivity hotspots and areas where connectivity has become limited over the last century is critical information for spatial management, conservation and restoration of eelgrass.
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Affiliation(s)
- Marlene Jahnke
- Department of Marine Sciences – TjärnöUniversity of GothenburgStrömstadSweden
- Groningen Institute for Evolutionary Life SciencesSection: Ecology and Evolutionary Genomics in Nature (GREEN)University of GroningenGroningenThe Netherlands
| | - Per R. Jonsson
- Department of Marine Sciences – TjärnöUniversity of GothenburgStrömstadSweden
| | - Per‐Olav Moksnes
- Department of Marine ScienceUniversity of GothenburgGothenburgSweden
| | - Lars‐Ove Loo
- Department of Marine Sciences – TjärnöUniversity of GothenburgStrömstadSweden
| | - Martin Nilsson Jacobi
- Complex Systems GroupDepartment of Energy and EnvironmentChalmers University of TechnologyGothenburgSweden
| | - Jeanine L. Olsen
- Groningen Institute for Evolutionary Life SciencesSection: Ecology and Evolutionary Genomics in Nature (GREEN)University of GroningenGroningenThe Netherlands
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43
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Bricker E, Calladine A, Virnstein R, Waycott M. Mega Clonality in an Aquatic Plant-A Potential Survival Strategy in a Changing Environment. FRONTIERS IN PLANT SCIENCE 2018; 9:435. [PMID: 29681912 PMCID: PMC5897627 DOI: 10.3389/fpls.2018.00435] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 03/21/2018] [Indexed: 06/02/2023]
Abstract
Many ecosystems are experiencing rapid transformations due to global environmental change. Understanding how ecological shifts affect species persistence is critical to modern management strategies. The edge of a species range is often where physiological tolerances are in conflict with ability to persist. Extreme examples of clonality over large spatial and temporal scales can occur where the life history of a species allows for it. We examine extreme clonality in an aquatic plant species at the edge if its range. Here we describe an ancient seagrass clone of unprecedented size inhabiting a 47 km stretch of a central Florida estuary, the Indian River Lagoon (IRL). Amongst the largest clones on earth detected, this Thalassia testudinum (turtlegrass) genet had ramets dispersed across 47 km of this water body. Indeed among 382 samples collections along the length of the IRL, 89% were a single shared multilocus genotype. Furthermore, this clone was the only genet detected at 63% of sample sites. The presence of such a large clone demonstrates they can form and persist over long periods. In addition, we must challenge the paradigm that fragmentation is not possible in this species. Reliance on clonality is an expected component of a classic 'bet-hedging' strategy enabling persistence on timescales typically not considered, including millennia. At locations near ocean inlets we did find a few other individuals of T. testudinum supporting the concept that recruitment is dispersal limited. These additional clones indicate there is the potential, albeit limited, for seeds based recruitment to occur when environmental conditions are favorable during a "window of opportunity." Extreme clonality represents a potential strategy for survival such that in the extreme, clonal populations of a species would be the first to decline or disappear if conditions extend beyond the adaptability of the local genotype. This disappearance possibility makes the species a potential sentinel of system decline.
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Affiliation(s)
- Eric Bricker
- Department of Environmental Sciences, University of Virginia, Charlottesville, VA, United States
| | - Ainsley Calladine
- Department for Environment and Water, State Herbarium of South Australia, Adelaide, SA, Australia
- School of Biological Sciences, The University of Adelaide, Adelaide, SA, Australia
| | | | - Michelle Waycott
- School of Biological Sciences, The University of Adelaide, Adelaide, SA, Australia
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Lai S, Yaakub SM, Poh TSM, Bouma TJ, Todd PA. Unlikely Nomads: Settlement, Establishment, and Dislodgement Processes of Vegetative Seagrass Fragments. FRONTIERS IN PLANT SCIENCE 2018; 9:160. [PMID: 29491880 PMCID: PMC5817336 DOI: 10.3389/fpls.2018.00160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 01/29/2018] [Indexed: 06/08/2023]
Abstract
The dispersal of seagrasses is important to promoting the resilience and long-term survival of populations. Most of the research on long-distance dispersal to date has focused on sexual propagules while the dispersal of vegetative fragments has been largely overlooked, despite the important role this mechanism might play. In this study, we proposed a conceptual model that categorizes vegetative fragment dispersal into seven fundamental steps: i.e., (i) fragment formation, (ii) transport, (iii) decay, (iv) substrate contact, (v) settlement, (vi) establishment, and (vii) dislodgement. We present two experiments focusing on the final steps of the model from substrate contact to dislodgement in four tropical seagrass species (Cymodocea rotundata, Halophila ovalis, Halodule uninervis, and Thalassia hemprichii), which are critical for dispersed vegetative fragments to colonize new areas. We first conducted a mesocosm experiment to investigate the effect of fragment age and species on settlement (i.e., remains on the substrate in a rising tide) and subsequently establishment (i.e., rooting in substrate) rates. To determine dislodgement resistance of settled fragments, we also subjected fragments under different burial treatments to wave and currents in a flume. We found that both initial settlement and subsequent establishment rates increased with fragment age. H. ovalis was the only species that successfully established within the study period. After settlement, dislodgement resistance depended primarily on burial conditions. Smaller species H. ovalis and H. uninervis were also able to settle more successfully, and withstand higher bed shear stress before being dislodged, compared to the larger species T. hemprichii and C. rotundata. However, the ordinal logistic regressions did not reveal relationships between the tested plant morphometrics and the energy needed for dislodgement (with the exception of C. rotundata), indicating that there are potentially some untested species-specific traits that enable certain species to withstand dislodgement better. We discuss the implication our findings have on the dispersal potential for different species and the conservation of seagrasses. This study represents the first effort toward generating parameters for a bio-physical model to predict vegetative fragment dispersal.
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Affiliation(s)
- Samantha Lai
- Experimental Marine Ecology Laboratory, Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Siti Maryam Yaakub
- Department of Environment and Ecosystems, DHI Water & Environment, Singapore, Singapore
| | - Tricia S. M. Poh
- Experimental Marine Ecology Laboratory, Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Tjeerd J. Bouma
- Department of Estuarine and Delta Systems, Royal Netherlands Institute for Sea Research (NIOZ), and Utrecht University, Yerseke, Netherlands
| | - Peter A. Todd
- Experimental Marine Ecology Laboratory, Department of Biological Sciences, National University of Singapore, Singapore, Singapore
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Lloyd MW, Tumas HR, Neel MC. Limited pollen dispersal, small genetic neighborhoods, and biparental inbreeding in Vallisneria americana. AMERICAN JOURNAL OF BOTANY 2018; 105:227-240. [PMID: 29578290 DOI: 10.1002/ajb2.1031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 01/08/2018] [Indexed: 06/08/2023]
Abstract
PREMISE OF THE STUDY Pollen dispersal is a key process that influences ecological and evolutionary dynamics of plant populations by facilitating sexual reproduction and gene flow. Habitat loss and fragmentation have the potential to reduce pollen dispersal within and among habitat patches. We assessed aquatic pollen dispersal and mating system characteristics in Vallisneria americana-a water-pollinated plant with a distribution that has been reduced from historic levels. METHODS We examined pollen neighborhood size, biparental inbreeding, and pollen dispersal, based on seed paternity using the indirect paternity method KinDist, from samples of 18-39 mothers and 14-20 progeny per mother from three sites across 2 years. KEY RESULTS On average, fruits contained seeds sired by seven fathers. We found significant biparental inbreeding and limited pollen dispersal distances (0.8-4.34 m). However, in a number of cases, correlated paternity did not decline with distance, and dispersal could not be reliably estimated. CONCLUSIONS Frequent pollen dispersal is not expected among patches, and even within patches, gene flow via pollen will be limited. Limited pollen dispersal establishes genetic neighborhoods, which, unless overcome by seed and propagule dispersal, will lead to genetic differentiation even in a continuous population. Unless loss and fragmentation drive populations to extreme sex bias, local pollen dispersal is likely to be unaffected by habitat loss and fragmentation per se because the spatial scale of patch isolation already exceeds pollen dispersal distances. Therefore, managing specifically for pollen connectivity is only relevant over very short distances.
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Affiliation(s)
- Michael W Lloyd
- Department of Plant Science and Landscape Architecture and Department of Entomology, University of Maryland-College Park, 2116 Plant Sciences Building, College Park, Maryland, 20742-4452, USA
| | - Hayley R Tumas
- Department of Plant Science and Landscape Architecture and Department of Entomology, University of Maryland-College Park, 2116 Plant Sciences Building, College Park, Maryland, 20742-4452, USA
| | - Maile C Neel
- Department of Plant Science and Landscape Architecture and Department of Entomology, University of Maryland-College Park, 2116 Plant Sciences Building, College Park, Maryland, 20742-4452, USA
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46
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Allen RM, Metaxas A, Snelgrove PVR. Applying Movement Ecology to Marine Animals with Complex Life Cycles. ANNUAL REVIEW OF MARINE SCIENCE 2018; 10:19-42. [PMID: 28813201 DOI: 10.1146/annurev-marine-121916-063134] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Marine animals with complex life cycles may move passively or actively for fertilization, dispersal, predator avoidance, resource acquisition, and migration, and over scales from micrometers to thousands of kilometers. This diversity has catalyzed idiosyncratic and unfocused research, creating unsound paradigms regarding the role of movement in ecology and evolution. The emerging movement ecology paradigm offers a framework to consolidate movement research independent of taxon, life-history stage, scale, or discipline. This review applies the framework to movement among life-history stages in marine animals with complex life cycles to consolidate marine movement research and offer insights for scientists working in aquatic and terrestrial realms. Irrespective of data collection or simulation strategy, breaking each life-history stage down into the fundamental units of movement allows each unit to be studied independently or interactively with other units. Understanding these underlying mechanisms of movement within each life-history stage can then be used to construct lifetime movement paths. These paths can allow further investigation of the relative contributions and interdependencies of steps and phases across a lifetime and how these paths influence larger research topics, such as population-level movements.
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Affiliation(s)
- Richard M Allen
- Department of Ocean Sciences and Department of Biology, Memorial University of Newfoundland, St. John's, Newfoundland A1C 5S7, Canada;
- Department of Oceanography, Dalhousie University, Halifax, Nova Scotia B3H 4R2, Canada
| | - Anna Metaxas
- Department of Oceanography, Dalhousie University, Halifax, Nova Scotia B3H 4R2, Canada
| | - Paul V R Snelgrove
- Department of Ocean Sciences and Department of Biology, Memorial University of Newfoundland, St. John's, Newfoundland A1C 5S7, Canada;
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47
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Kollars NM, Henry AK, Whalen MA, Boyer KE, Cusson M, Eklöf JS, Hereu CM, Jorgensen P, Kiriakopolos SL, Reynolds PL, Tomas F, Turner MS, Ruesink JL. Meta-Analysis of Reciprocal Linkages between Temperate Seagrasses and Waterfowl with Implications for Conservation. FRONTIERS IN PLANT SCIENCE 2017; 8:2119. [PMID: 29312384 PMCID: PMC5744074 DOI: 10.3389/fpls.2017.02119] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 11/28/2017] [Indexed: 06/07/2023]
Abstract
Multi-trophic conservation and management strategies may be necessary if reciprocal linkages between primary producers and their consumers are strong. While herbivory on aquatic plants is well-studied, direct top-down control of seagrass populations has received comparatively little attention, particularly in temperate regions. Herein, we used qualitative and meta-analytic approaches to assess the scope and consequences of avian (primarily waterfowl) herbivory on temperate seagrasses of the genus Zostera. Meta-analyses revealed widespread evidence of spatio-temporal correlations between Zostera and waterfowl abundances as well as strong top-down effects of grazing on Zostera. We also documented the identity and diversity of avian species reported to consume Zostera and qualitatively assessed their potential to exert top-down control. Our results demonstrate that Zostera and their avian herbivores are ecologically linked and we suggest that bird herbivory may influence the spatial structure, composition, and functioning of the seagrass ecosystem. Therefore, the consequences of avian herbivory should be considered in the management of seagrass populations. Of particular concern are instances of seagrass overgrazing by waterfowl which result in long-term reductions in seagrass biomass or coverage, with subsequent impacts on local populations of waterfowl and other seagrass-affiliated species. While our results showed that bird density and type may affect the magnitude of the top-down effects of avian herbivory, empirical research on the strength, context-dependency, and indirect effects of waterfowl-Zostera interactions remains limited. For example, increased efforts that explicitly measure the effects of different functional groups of birds on seagrass abundance and/or document how climate change-driven shifts in waterfowl migratory patterns impact seagrass phenology and population structure will advance research programs for both ecologists and managers concerned with the joint conservation of both seagrasses and their avian herbivores.
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Affiliation(s)
- Nicole M. Kollars
- Center for Population Biology, University of California, Davis, Davis, CA, United States
| | - Amy K. Henry
- Committee on Evolutionary Biology, The University of Chicago, Chicago, IL, United States
| | - Matthew A. Whalen
- Department of Evolution and Ecology, University of California, Davis, Davis, CA, United States
- Hakai Institute, Vancouver, BC, Canada
| | - Katharyn E. Boyer
- Romberg Tiburon Center and Department of Biology, San Francisco State University, Tiburon, CA, United States
| | - Mathieu Cusson
- Département des Sciences Fondamentales & Québec-Océan, Université du Québec à Chicoutimi, Chicoutimi, QC, Canada
| | - Johan S. Eklöf
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Clara M. Hereu
- Facultad de Ciencias Marinas, Universidad Autónoma de Baja California, Ensenada, Mexico
| | | | - Stephanie L. Kiriakopolos
- Romberg Tiburon Center and Department of Biology, San Francisco State University, Tiburon, CA, United States
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, United States
| | - Pamela L. Reynolds
- Data Science Initiative, University of California, Davis, Davis, CA, United States
| | - Fiona Tomas
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, United States
- Instituto Mediterráneo de Estudios Avanzados, Universitat de les Illes Balears – Consejo Superior de Investigaciones Científicas, Esporles, Spain
| | - Mo S. Turner
- Department of Biology, University of Washington, Seattle, WA, United States
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McMahon KM, Evans RD, van Dijk KJ, Hernawan U, Kendrick GA, Lavery PS, Lowe R, Puotinen M, Waycott M. Disturbance Is an Important Driver of Clonal Richness in Tropical Seagrasses. FRONTIERS IN PLANT SCIENCE 2017; 8:2026. [PMID: 29259609 PMCID: PMC5723400 DOI: 10.3389/fpls.2017.02026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2017] [Accepted: 11/14/2017] [Indexed: 05/26/2023]
Abstract
Clonality is common in many aquatic plant species, including seagrasses, where populations are maintained through a combination of asexual and sexual reproduction. One common measure used to describe the clonal structure of populations is clonal richness. Clonal richness is strongly dependent on the biological characteristics of the species, and how these interact with the environment but can also reflect evolutionary scale processes especially at the edge of species ranges. However, little is known about the spatial patterns and drivers of clonal richness in tropical seagrasses. This study assessed the spatial patterns of clonal richness in meadows of three tropical seagrass species, Thalassia hemprichii, Halodule uninervis, and Halophila ovalis, spanning a range of life-history strategies and spatial scales (2.5-4,711 km) in Indonesia and NW Australia. We further investigated the drivers of clonal richness using general additive mixed models for two of the species, H. uninervis and H. ovalis, over 8° latitude. No significant patterns were observed in clonal richness with latitude, yet disturbance combined with sea surface temperature strongly predicted spatial patterns of clonal richness. Sites with a high probability of cyclone disturbance had low clonal richness, whereas an intermediate probability of cyclone disturbance and the presence of dugong grazing combined with higher sea surface temperatures resulted in higher levels of clonal richness. We propose potential mechanisms for these patterns related to the recruitment and mortality rates of individuals as well as reproductive effort. Under a changing climate, increased severity of tropical cyclones and the decline in populations of mega-grazers have the potential to reduce clonal richness leading to less genetically diverse populations.
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Affiliation(s)
- Kathryn M. McMahon
- School of Science and Centre for Marine Ecosystems Research, Edith Cowan University, Joondalup, WA, Australia
- Western Australian Marine Science Institution, Crawley, WA, Australia
| | - Richard D. Evans
- Marine Science Program, Science and Conservation Division, Department of Biodiversity, Conservation and Attractions, Kensington, WA, Australia
- School of Biological Sciences, University of Western Australia, Crawley, WA, Australia
- UWA Oceans Institute, Crawley, WA, Australia
| | - Kor-jent van Dijk
- School of Biological Sciences, University of Adelaide, Adelaide, SA, Australia
| | - Udhi Hernawan
- School of Science and Centre for Marine Ecosystems Research, Edith Cowan University, Joondalup, WA, Australia
- Pusat Penelitian Oseanografi - Lembaga Ilmu Pengetahuan Indonesia, Jakarta, Indonesia
| | - Gary A. Kendrick
- School of Biological Sciences, University of Western Australia, Crawley, WA, Australia
- UWA Oceans Institute, Crawley, WA, Australia
| | - Paul S. Lavery
- School of Science and Centre for Marine Ecosystems Research, Edith Cowan University, Joondalup, WA, Australia
- Western Australian Marine Science Institution, Crawley, WA, Australia
- Centro de Estudios Avanzados de Blanes, Consejo Superior de Investigaciones Cientificas, Blanes, Spain
| | - Ryan Lowe
- UWA Oceans Institute, Crawley, WA, Australia
- School of Earth Sciences, University of Western Australia, Crawley, WA, Australia
| | - Marji Puotinen
- Indian Ocean Marine Research Centre, Australian Institute of Marine Science, University of Western Australia, Crawley, WA, Australia
| | - Michelle Waycott
- School of Biological Sciences, University of Adelaide, Adelaide, SA, Australia
- State Herbarium of South Australia, Department of Environment, Water and Natural Resources, Adelaide, SA, Australia
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Statton J, Montoya LR, Orth RJ, Dixon KW, Kendrick GA. Identifying critical recruitment bottlenecks limiting seedling establishment in a degraded seagrass ecosystem. Sci Rep 2017; 7:14786. [PMID: 29093460 PMCID: PMC5665928 DOI: 10.1038/s41598-017-13833-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 09/21/2017] [Indexed: 01/24/2023] Open
Abstract
Identifying early life-stage transitions limiting seagrass recruitment could improve our ability to target demographic processes most responsive to management. Here we determine the magnitude of life-stage transitions along gradients in physical disturbance limiting seedling establishment for the marine angiosperm, Posidonia australis. Transition matrix models and sensitivity analyses were used to identify which transitions were critical for successful seedling establishment during the first year of seed recruitment and projection models were used to predict the most appropriate environments and seeding densities. Total survival probability of seedlings was low (0.001), however, transition probabilities between life-stages differed across the environmental gradients; seedling recruitment was affected by grazing and bioturbation prevailing during the first life-stage transition (1 month), and 4-6 months later during the third life-stage transition when establishing seedlings are physically removed by winter storms. Models projecting population growth from different starting seed densities showed that seeds could replace other more labour intensive and costly methods, such as transplanting adult shoots, if disturbances are moderated sufficiently and if large numbers of seed can be collected in sufficient quantity and delivered to restoration sites efficiently. These outcomes suggest that by improving management of early demographic processes, we could increase recruitment in restoration programs.
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Affiliation(s)
- John Statton
- University of Western Australia, Oceans Institute, Perth, 6009, Western Australia, Australia.
| | - Leonardo R Montoya
- University of Western Australia, Oceans Institute, Perth, 6009, Western Australia, Australia
| | - Robert J Orth
- Virginia Institute of Marine Science, College of William and Mary, Gloucester Pt., 23061, VA, USA
| | - Kingsley W Dixon
- Department of Environment and Agriculture, Curtin University, Bentley, 6102, Perth, Western, Australia
| | - Gary A Kendrick
- University of Western Australia, Oceans Institute, Perth, 6009, Western Australia, Australia
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50
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Jahnke M, Casagrandi R, Melià P, Schiavina M, Schultz ST, Zane L, Procaccini G. Potential and realized connectivity of the seagrassPosidonia oceanicaand their implication for conservation. DIVERS DISTRIB 2017. [DOI: 10.1111/ddi.12633] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Affiliation(s)
| | - Renato Casagrandi
- Dipartimento di Elettronica, Informazione e Bioingegneria; Politecnico di Milano; Milano Italy
- Consorzio Nazionale Interuniversitario per le Scienze del Mare; Roma Italy
| | - Paco Melià
- Dipartimento di Elettronica, Informazione e Bioingegneria; Politecnico di Milano; Milano Italy
- Consorzio Nazionale Interuniversitario per le Scienze del Mare; Roma Italy
| | - Marcello Schiavina
- Dipartimento di Elettronica, Informazione e Bioingegneria; Politecnico di Milano; Milano Italy
- Consorzio Nazionale Interuniversitario per le Scienze del Mare; Roma Italy
| | | | - Lorenzo Zane
- Consorzio Nazionale Interuniversitario per le Scienze del Mare; Roma Italy
- Dipartimento di Biologia; Università di Padova; Padova Italy
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