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Bagdanavičiūtė I, Umgiesser G, Vaičiūtė D, Bresciani M, Kozlov I, Zaiko A. GIS-based multi-criteria site selection for zebra mussel cultivation: Addressing end-of-pipe remediation of a eutrophic coastal lagoon ecosystem. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 634:990-1003. [PMID: 29660893 DOI: 10.1016/j.scitotenv.2018.03.361] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 03/27/2018] [Accepted: 03/29/2018] [Indexed: 06/08/2023]
Abstract
Farming of shellfish and seaweeds is a tested tool for mitigating eutrophication consequences in coastal environments, however as many other marine economic activities it should be a subject of marine spatial planning for designating suitable sites. The present study proposes site selection framework for provisional zebra mussel farming in a eutrophic lagoon ecosystem, aimed primarily at remediation purposes. GIS-based multi-criteria approach was applied, combining data from empirical maps, numerical models and remote sensing to estimate suitability parameters. Site selection and prioritisation of suitable areas considered 15 environmental and socio-economic criteria, which contributed to 4 optimisation models (settlement, growth and survival of mussels, environmental and socio-economic) and 3 predefined scenarios representing provisional goals of mussel cultivation: spat production, biomass production and bioremediation. The relative importance of each criterion was assessed utilizing the Analytical Hierarchy Process. Site suitability index was calculated and the final result of the site selection analysis was summarized for 3 scenarios and overall suitability map. Four suitability classes (unsuitable, least, moderately and most suitable) were applied, and 3 most suitable zones for provisional zebra mussel cultivation with 12 candidate sites were selected accordingly. The integrated approach presented in this study can be adjusted for designating zebra mussel farming sites in other estuarine lagoon ecosystems, or cultivation of other mussel species for bioremediation purposes. The analytical framework and the workflow designed in this study are also adoptable for addressing other aquaculture-related spatial planning issues.
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Affiliation(s)
- Ingrida Bagdanavičiūtė
- Department of Natural Sciences, Klaipeda University, H. Manto 84, LT-92294 Klaipėda, Lithuania; Institute of Geosciences, Vilnius University, M. K. Čiurlionio 21/27, LT-03101 Vilnius, Lithuania.
| | - Georg Umgiesser
- Consiglio Nazionale delle Ricerche, Istituto di Scienze Marine (CNR-ISMAR), Arsenale Tesa 104, Castello 2737/f, 30122 Venice, Italy; Marine Research Institute, Klaipėda University, H. Manto 84, LT-92294 Klaipėda, Lithuania.
| | - Diana Vaičiūtė
- Marine Research Institute, Klaipėda University, H. Manto 84, LT-92294 Klaipėda, Lithuania.
| | - Mariano Bresciani
- Consiglio Nazionale delle Ricerche, Istituto per il Rilevamento Elettromagnetico dell''Ambiente (CNR-IREA), via Bassini 15, 20133 Milan, Italy.
| | - Igor Kozlov
- Department of Natural Sciences, Klaipeda University, H. Manto 84, LT-92294 Klaipėda, Lithuania; Marine Research Institute, Klaipėda University, H. Manto 84, LT-92294 Klaipėda, Lithuania; Satellite Oceanography Laboratory, Russian State Hydrometeorological University, Malookhtinsky pr. 98, 195196 St. Petersburg, Russia.
| | - Anastasija Zaiko
- Marine Research Institute, Klaipėda University, H. Manto 84, LT-92294 Klaipėda, Lithuania; Coastal and Freshwater Group, Cawthron Institute, Private Bag 2, Nelson 7010, New Zealand.
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Sui Y, Liu Y, Zhao X, Dupont S, Hu M, Wu F, Huang X, Li J, Lu W, Wang Y. Defense Responses to Short-term Hypoxia and Seawater Acidification in the Thick Shell Mussel Mytilus coruscus. Front Physiol 2017; 8:145. [PMID: 28337153 PMCID: PMC5343010 DOI: 10.3389/fphys.2017.00145] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2016] [Accepted: 02/24/2017] [Indexed: 12/26/2022] Open
Abstract
The rising anthropogenic atmospheric CO2 results in the reduction of seawater pH, namely ocean acidification (OA). In East China Sea, the largest coastal hypoxic zone was observed in the world. This region is also strongly impacted by ocean acidification as receiving much nutrient from Changjiang and Qiantangjiang, and organisms can experience great short-term natural variability of DO and pH in this area. In order to evaluate the defense responses of marine mussels under this scenario, the thick shell mussel Mytilus coruscus were exposed to three pH/pCO2 levels (7.3/2800 μatm, 7.7/1020 μatm, 8.1/376 μatm) at two dissolved oxygen concentrations (DO, 2.0, 6.0 mg L−1) for 72 h. Results showed that byssus thread parameters, such as the number, diameter, attachment strength and plaque area were reduced by low DO, and shell-closing strength was significantly weaker under both hypoxia and low pH conditions. Expression patterns of genes related to mussel byssus protein (MBP) were affected by hypoxia. Generally, hypoxia reduced MBP1 and MBP7 expressions, but increased MBP13 expression. In conclusion, both hypoxia and low pH induced negative effects on mussel defense responses, with hypoxia being the main driver of change. In addition, significant interactive effects between pH and DO were observed on shell-closing strength. Therefore, the adverse effects induced by hypoxia on the defense of mussels may be aggravated by low pH in the natural environments.
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Affiliation(s)
- Yanming Sui
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean UniversityShanghai, China; Key Laboratory of East China Sea and Oceanic Fishery Resources Exploitation, Ministry of Agriculture of China, East China Sea Fisheries Research Institute, Chinese Academy of Fisheries SciencesShanghai, China
| | - Yimeng Liu
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean UniversityShanghai, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of EducationShanghai, China
| | - Xin Zhao
- Key Laboratory of East China Sea and Oceanic Fishery Resources Exploitation, Ministry of Agriculture of China, East China Sea Fisheries Research Institute, Chinese Academy of Fisheries Sciences Shanghai, China
| | - Sam Dupont
- Department of Biological and Environmental Sciences, Sven Lovén Centre for Marine Sciences, University of Gothenburg Fiskebäckskil, Sweden
| | - Menghong Hu
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean UniversityShanghai, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of EducationShanghai, China
| | - Fangli Wu
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean University Shanghai, China
| | - Xizhi Huang
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean University Shanghai, China
| | - Jiale Li
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean UniversityShanghai, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of EducationShanghai, China
| | - Weiqun Lu
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean UniversityShanghai, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of EducationShanghai, China
| | - Youji Wang
- Department of Biology, College of Fisheries and Life Science, Shanghai Ocean UniversityShanghai, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of EducationShanghai, China
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Grutters BMC, Verhofstad MJJM, van der Velde G, Rajagopal S, Leuven RSEW. A comparative study of byssogenesis on zebra and quagga mussels: the effects of water temperature, salinity and light-dark cycle. BIOFOULING 2012; 28:121-129. [PMID: 22296220 DOI: 10.1080/08927014.2012.654779] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The quagga mussel (Dreissena rostriformis bugensis) and zebra mussel (Dreissena polymorpha) are invasive freshwater bivalves in Europe and North America. The distribution range of both Dreissena species is still expanding and both species cause major biofouling and ecological effects, in particular when they invade new areas. In order to assess the effect of temperature, salinity and light on the initial byssogenesis of both species, 24 h re-attachment experiments in standing water were conducted. At a water temperature of 25°C and a salinity of 0.2 psu, the rate of byssogenesis of D. polymorpha was significantly higher than that of D. rostriformis bugensis. In addition, byssal thread production by the latter levelled out between 15°C and 25°C. The rate of byssogenesis at temperatures<25°C was similar for both species. Neither species produced any byssal threads at salinities of 4 psu or higher. At a salinity of 1 psu and a water temperature of 15°C, D. polymorpha produced significantly more byssal threads than D. rostriformis bugensis. There was no significant effect of the length of illumination on the byssogenesis of either species. Overall, D. polymorpha produced slightly more byssal threads than D. rostriformis bugensis at almost all experimental conditions in 24 h re-attachment experiments, but both species had essentially similar initial re-attachment abilities. The data imply that D. rostriformis bugensis causes biofouling problems identical to those of D. polymorpha.
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Affiliation(s)
- Bart M C Grutters
- Department of Animal Ecology and Ecophysiology, Institute for Water and Wetland Research, Radboud University Nijmegen, Heyendaalseweg 135, 6525, AJ, Nijmegen, The Netherlands
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Palais F, Mouneyrac C, Dedourge-Geffard O, Giambérini L, Biagianti-Risbourg S, Geffard A. One-year monitoring of reproductive and energy reserve cycles in transplanted zebra mussels (Dreissena polymorpha). CHEMOSPHERE 2011; 83:1062-1073. [PMID: 21345479 DOI: 10.1016/j.chemosphere.2011.01.060] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2010] [Revised: 01/20/2011] [Accepted: 01/29/2011] [Indexed: 05/30/2023]
Abstract
A 12-month active biomonitoring study was performed in 2008-2009 on a northern French river system using the freshwater mussel Dreissena polymorpha as a sentinel species. Allochtonous mussels originating from a reference site (Commercy) were caged at four sites (Bouy, Sept-Saulx, Fismes, Ardre) within the Vesle River basin. The main objective of the study was to characterize the influence of biotic (sex, food availability) and abiotic (temperature, chemicals) factors on the reproductive and energy reserve (glycogen, lipids) cycles of exposed mussels. Both cycles were markedly disturbed at the Bouy and Sept-Saulx sites where the lowest chlorophyll a levels were recorded during the study. At these sites, mussels obviously faced a negative energy balance, as confirmed by the impairment of their physiological state and byssal attachment. At other exposure sites, reproductive and energy reserves cycles were less impacted but were still dependent on the nutritional state of mussels. The latter appeared as a significant natural confounding factor in ecotoxicological survey performed in low polluted areas.
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Affiliation(s)
- F Palais
- Université de Reims Champagne-Ardenne, EA2069 URVVC-SE, Laboratoire d'Ecologie - Ecotoxicologie, UFR Sciences, Moulin de la Housse, BP 1039, 51687 Reims Cedex 2, France.
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Xu W, Faisal M. Defensin of the zebra mussel (Dreissena polymorpha): Molecular structure, in vitro expression, antimicrobial activity, and potential functions. Mol Immunol 2010; 47:2138-47. [DOI: 10.1016/j.molimm.2010.01.025] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2009] [Revised: 01/27/2010] [Accepted: 01/28/2010] [Indexed: 11/26/2022]
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Xu W, Faisal M. Factorial microarray analysis of zebra mussel (Dreissena polymorpha: Dreissenidae, Bivalvia) adhesion. BMC Genomics 2010; 11:341. [PMID: 20509938 PMCID: PMC2894042 DOI: 10.1186/1471-2164-11-341] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2009] [Accepted: 05/28/2010] [Indexed: 01/24/2023] Open
Abstract
Background The zebra mussel (Dreissena polymorpha) has been well known for its expertise in attaching to substances under the water. Studies in past decades on this underwater adhesion focused on the adhesive protein isolated from the byssogenesis apparatus of the zebra mussel. However, the mechanism of the initiation, maintenance, and determination of the attachment process remains largely unknown. Results In this study, we used a zebra mussel cDNA microarray previously developed in our lab and a factorial analysis to identify the genes that were involved in response to the changes of four factors: temperature (Factor A), current velocity (Factor B), dissolved oxygen (Factor C), and byssogenesis status (Factor D). Twenty probes in the microarray were found to be modified by one of the factors. The transcription products of four selected genes, DPFP-BG20_A01, EGP-BG97/192_B06, EGP-BG13_G05, and NH-BG17_C09 were unique to the zebra mussel foot based on the results of quantitative reverse transcription PCR (qRT-PCR). The expression profiles of these four genes under the attachment and non-attachment were also confirmed by qRT-PCR and the result is accordant to that from microarray assay. The in situ hybridization with the RNA probes of two identified genes DPFP-BG20_A01 and EGP-BG97/192_B06 indicated that both of them were expressed by a type of exocrine gland cell located in the middle part of the zebra mussel foot. Conclusions The results of this study suggested that the changes of D. polymorpha byssogenesis status and the environmental factors can dramatically affect the expression profiles of the genes unique to the foot. It turns out that the factorial design and analysis of the microarray experiment is a reliable method to identify the influence of multiple factors on the expression profiles of the probesets in the microarray; therein it provides a powerful tool to reveal the mechanism of zebra mussel underwater attachment.
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Affiliation(s)
- Wei Xu
- Department of Pathobiology & Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48824, USA
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Xu W, Faisal M. Gene expression profiling during the byssogenesis of zebra mussel (Dreissena polymorpha). Mol Genet Genomics 2010; 283:327-39. [PMID: 20148265 DOI: 10.1007/s00438-010-0517-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2009] [Accepted: 01/20/2010] [Indexed: 10/19/2022]
Abstract
Since its invasion to the North American waters 20 years ago, the zebra mussel (Dreissena polymorpha) has negatively impacted the ecosystems through its firm underwater adhesion. The molecular mechanisms governing the functions of the zebra mussel byssus, the main structure responsible for maintaining the underwater adhesion, have received little attention. Our previously developed zebra mussel foot byssus cDNA microarray was applied in this study to identify the genes involved in different stages of the byssal threads generation. Byssal threads of zebra mussels were manually severed under laboratory conditions and the formation of new byssal threads was followed over a 3 week course. By comparing the gene expression profiles in different stages of byssal threads generation (byssogenesis) to their baseline values, we found that the number of unique byssus genes differentially expressed at 12-h, 1, 2, 3, 4, 7, and 21 days post-treatment was 13, 13, 20, 17, 16, 20, and 29, respectively. Comparisons were also made between two subsequent samples (e.g., 12 h vs. 1, 1 vs. 2 days, 2 vs. 3 days, and so on). Seven differentially expressed genes were selected for validation by using quantitative reverse transcription PCR (qRT-PCR) and the results were consistent with those from the microarray analysis. By using fluorescent in situ hybridization, we found that two microarray identified genes, BG15_F03-DPFP and BG16_H05-EGP, were expressed in two major byssus glands located in the zebra mussel foot: the stem-forming gland and plaque-forming gland, respectively. Moreover, the qRT-PCR of seven microarray identified genes with different zebra mussel samples suggested that they were also expressed in other mussel tissues beside the foot, albeit at much lower levels. This suggested that the microarray identified genes were produced primarily by the foot, and were likely associated with byssogenesis. The differentially expressed genes identified in this study indicated that multiple molecules are involved in byssogenesis, most likely performing multiple functions during the generation of byssal threads. These results obtained herein represent the first logical step toward understanding underwater attachment mechanisms employed by this invasive species.
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Affiliation(s)
- Wei Xu
- Aquatic Animal Medicine, Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, S-110 Plant Biology Building, East Lansing, MI 48824, USA
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Pearce T, Labarbera M. A comparative study of the mechanical properties of Mytilid byssal threads. ACTA ACUST UNITED AC 2009; 212:1442-8. [PMID: 19411537 DOI: 10.1242/jeb.025544] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Mytilid bivalves employ a set of threads (the byssus) to attach themselves to both hard and soft substrates. In this study, we measured the mechanical properties of byssal threads from two semi-infaunal mytilids (Geukensia demissa Dillwyn and Modiolus modiolus Linnaeus) and two epifaunal mytilids (Mytilus californianus Conrad and Mytilus edulis Linnaeus). We compared material properties with and without the assumption that changes of length and area during tensile testing are insignificant, demonstrating that previous researchers have overestimated extensibility values by 30% and may also have underestimated strength values. We detected significant differences in thread properties among tested mytilid species, contrary to previous findings. Threads from semi-infaunal species were significantly thinner than those from epifaunal species, perhaps to allow the production of a greater number of threads, which form a dense network within the substrate. Geukensia demissa threads were weaker than those of the other species, and had a significantly lower stiffness at failure. Modiolus modiolus threads were significantly stiffer than M. edulis threads but also significantly less extensible, suggesting a trade-off between stiffness and extensibility. The only thread property that did not show significant differences across species was toughness - even when byssal threads differ in strength or stiffness, they seem to absorb similar amounts of energy per unit volume prior to failure. This study reveals notable differences between the byssal thread properties of different mytilid bivalves and provides a reliable and thorough methodology for future comparative studies.
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Affiliation(s)
- Trevor Pearce
- Committee on Evolutionary Biology, the University of Chicago, Chicago, IL 60637, USA.
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Development of a cDNA microarray of zebra mussel (Dreissena polymorpha) foot and its use in understanding the early stage of underwater adhesion. Gene 2009; 436:71-80. [PMID: 19393183 DOI: 10.1016/j.gene.2009.01.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2008] [Revised: 12/20/2008] [Accepted: 01/05/2009] [Indexed: 11/21/2022]
Abstract
The underwater adhesion of the zebra mussel (Dreissena polymorpha) to substrates is a complex process that is controlled by a delicate apparatus, the byssus. As a critical activity of the byssus glands embedded in the zebra mussel feet, byssogenesis is highly active to produce numerous byssal threads from the settled juvenile stage through the adult stage in its life cycle. This lifelong activity helps the zebra mussel to firmly attach to substrata underwater, thereby causing severe economic and ecologic impacts. In an attempt to better understand the zebra mussel's byssus activity, a cDNA microarray (ZMB) including 716 genes, generated from a Suppression Subtractive Hybridization (SSH) cDNA library, was printed and used for the comparison of gene expression during zebra mussel adhesion and non-adhesion. To better understand the byssogenesis mechanism, RNA samples from the zebra mussel feet with byssogenesis and without byssogenesis were used in a two-color hybridization to reveal the gene differential expression in the two states. Based on the P values (P<0.05), Fifty-two ESTs were found as differentially expressed genes and were divided into two groups, upregulated and downregulated groups according to there logFC values. With the false discovery rate (FDR) adjustment, seven were identified from the upregulated group and nine from the downregulated group. Phylogenetic analysis indicated that the four excretory gland peptide-like protein (EGP) encoding genes in upregulated group are structurally different than the two in the downregulated list. The amino acid composition analysis on the proteins, which were encoded by the up- or downregulated ESTs without homologues (NH) suggested that seven of the NH proteins are biochemically similar to the novel foot proteins from other mussels. The quantitative reverse transcription PCR (QRT-PCR) proved the uniqueness of the templates in the array, and also confirmed the differentially expressed genes identified by microarray experiment. Our findings demonstrated that the zebra mussel byssus cDNA microarray is an efficient tool for the studies of differential gene expression in different byssogenesis states, thereby revealing important details of the underwater adhesion.
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Moeser GM, Leba H, Carrington E. Seasonal influence of wave action on thread production in Mytilus edulis. J Exp Biol 2006; 209:881-90. [PMID: 16481577 DOI: 10.1242/jeb.02050] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
SUMMARY
The blue mussel Mytilus edulis maintains a strong attachment to the substrate in high energy environments by producing byssal threads. On the shores of Rhode Island, USA, mussel attachment strength increases twofold in spring compared to that in the fall. While many factors could influence attachment strength (temperature, food supply, predator cues, etc.), it has been proposed that the variation observed is primarily due to increased thread production during winter and spring in response to increased wave action. This study evaluates the influence of three aspects of wave action on the thread production of M. edulis. Mussels were exposed to flow, acceleration and byssal loading stimuli and the subsequent number of byssal threads produced in the laboratory was monitored. Increased flow elicited the strongest response, significantly decreasing thread production in mussels. This result was confirmed in flume experiments exposing mussels to a range of flows, with reduced thread production above 15 cm s–1. The influence of both acceleration and byssal loading was sporadic and inconsistent across seasons. Surprisingly, overall thread production in the laboratory was lowest in winter, a time when mussels typically peak in attachment. A similar seasonal pattern was observed in field assays, with high thread production during periods of elevated temperature, reduced wave action,and high reproductive condition. These results suggest that seasonal variation in attachment strength does not reflect increased thread production in response to wave action, and that other possible factors, such as seasonal variability in both the material properties of byssal threads and thread decay rates, warrant further investigation.
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Affiliation(s)
- Gretchen M Moeser
- Department of Biological Sciences, University of Rhode Island, Kingston, RI 02881, USA.
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Burks RL, Tuchman NC, Call CA, Marsden JE. Colonial Aggregates: Effects of Spatial Position on Zebra Mussel Responses to Vertical Gradients in Interstitial Water Quality. ACTA ACUST UNITED AC 2002. [DOI: 10.2307/1468300] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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