Abstract
Benthic macroinvertebrate assemblages and environmental conditions were studied in Dakhla Bay (Morocco) to (1) characterize the macroinvertebrate composition and spatial distribution, (2) provide a species inventory, and (3) to assess the key environmental variables driving the observed patterns. We identified 9,288 individuals from 67 species. The most dominant taxa were molluscs, polychaetes and crustaceans. The most abundant species were (in this order) Peringia ulvae, Bittium reticulatum, Ophelia rathkei, Mesalia mesal and Maldane sarsi, while the most frequent were (in this order) M. sarsi, Ampelisca sp., Cyathura carinata, Naineris laevigata and Chondrochelia savignyi. The spatial distribution pattern was mainly driven by sediment grain-size and Chlorophyll-a, with hydrodynamics playing also a key role. This gives rise to a structure characterized by three different station clusters, well identified in the Hierarchical Ascending Classification analysis based on abundances, which correspond to a large moderately disturbed assemblage in the centre of the bay, a more disturbed assemblage in the extremes and a transition assemblage in between.
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References
Aerts K, Vanagt T, Degraer S, Guartatanga S, Wittoeck J, Fockedey N, Cornejo-Rodriguez MP, Calderón J, Vinex M (2004) Macrofaunal community structure and zonation of an Ecuadorian sandy beach (Bay of Valdivia). Belgian J Zool 134:17–24
Afli A, Glémarec M (2000) Fluctuations à long terme des peuplements macrobenthiques dans le golfe du Morbihan (Bretagne, France). Cah Biol Mar 41:67–89
Ait Chattou EM, Abounahel N, Kassila J, Ouagajjou Y, Abouhala A, Idhalla M, Moukrim A (2019) Differential growth of the brown mussel, Perna perna (Linnaeus, 1758), in longline and pole cultures in Dakhla Bay (SW Morocco, Atlantic Ocean). Aquac Res 50:736–747. https://doi.org/10.1111/are.13927
Aminot A, Chaussepied M (1983) Manuel des analyses chimiques en milieu marin. Ed. CNEXO, BNDO / Documentation, BREST
Bao-Ming G, Yi-Xin B, Hong-Yi C (2011) Tempo-spatial variation of macrobenthic communities on a tidal flat of Wenzhou Bay, China. Rev Biol Mar Oceanogr 46:281–286. https://doi.org/10.4067/S0718-19572011000200019
Belan TA, Belan LS (2006) Composition and quantitative distribution of macrozoobenthos in Amur Bay. Oceanology 46:642–651. https://doi.org/10.1134/s0001437006050043
Borja A, Franco J, Perez V (2000) A marine biotic index to etablish the ecological quality of soft bottom benthos within european estuarine and coastal environnements. Mar Poll Bull 40:1100–1114. https://doi.org/10.1016/S0025-326X(00)00061-8
Calabretta CJ, Oviatt CA (2008) The response of benthic macrofauna to anthropogenic stress in Narragansett Bay, Rhode Island: A review of human stressors and assessment of community conditions. Mar Poll Bull 56:1680–1695. https://doi.org/10.1016/j.marpolbul.2008.07.012
Dafir JE (1997) Application de la dynamique du phosphore à l’étude de l’organisation et du fonctionnement de certains écosystèmes aquatiques (lagune Nador, baie Dakhla, barrage Al Massira) (gestion et préservation). Thèse de Doctorat, Université Hassan II Ain Chock, Casablanca (Maroc), p 300
Dauer DM (1993) Biological criteria, environmental health and estuarine macrobenthic community structure. Mar Poll Bull 26:249–257
Dauvin J, Thiébaut E, Gomez Gesteira JL, Ghertsos K, Gentil F, Ropert M, Sylvand B (2004) Spatial structure of a subtidal macrobenthic community in the Bay of Veys (western Bay of Seine, English Channel). J Exp Mar Bio Ecol 307:217–235. https://doi.org/10.1016/j.jembe.2004.02.005
De Almeida TCM, Vivan JM (2011) Macrobenthic associations in a South Atlantic Brazilian enclosed bay: The historical influence of shrimp trawling. Mar Poll Bull 62:2190–2198. https://doi.org/10.1016/j.marpolbul.2011.06.034
De Lange H, Sala S, Vighi M, Faber JH (2010) Ecological vulnerability in risk assessment - A review and perspectives. Sci Total Env 408:3871–3879. https://doi.org/10.1016/j.scitotenv.2009.11.009
Desroy N, Retière C (2001) Long-term changes in muddy fine sand community of the Rance basin: role of recruitment. J Mar Biol Assoc UK 81:553–564
Dufrêne M, Legendre P (1997) Species assemblages and indicator species : The need for a flexible asymmetrical approach. Ecol Soc Am 67:345–366
El Asri F, Martin D, Tamsouri M-N, Errhif A, Maanan M, Idrissi MM, Zidane H (2019) Spatial and temporal variability in distribution, diversity, and structure of the polychaete assemblages from Dakhla Bay (Atlantic coast of South Morocco). Mar Biodiv 49(3):1271–1281. https://doi.org/10.1007/s12526-018-0910-9
Faraj A, Bez N (2007) Spatial considerations for the Dakhla stock of Octopus vulgaris : indicators, patterns, and fisheries interactions. ICES J Mar Sci 64:1820–1829. https://doi.org/10.1093/icesjms/fsm160
Fauchald K, Jumars P (1979) The diet of worms: a study of polychaete feeding guilds. Oceanogr Mar Biol An Annu Rev 17:193–284. https://doi.org/10.12691/marine-1-1-6
Gamito S (2008) Three main stressors acting on the Ria Formosa lagoonal system (Southern Portugal): physical stress, organic matter pollution and the land-ocean gradient. Est Coast Shelf Sci 77:710–720
Gillis JR (2015) The human shore: Seacoasts in history. University of Chicago Press, Chicago
Glemarec M, Hily C (1981) Perturbations apportées à la macrofaune benthique de la baie de Concarneau par les effluents urbains et portuaires. Acta Oecol 2:139–150
Grall J, Glémarec M (1997) Using biotic indices to estimate macrobenthic community perturbations in the Bay of Brest. Est Coast Shelf Sci 44:43–53. https://doi.org/10.1016/S0272-7714(97)80006-6
Guelorget O, Orbi A, Lefebvre A (1996) La baie de Dakhla, Organisation Biologique et Fonctionnement. INRH, Dakhla
Hily C (1984) Variabilité de la macrofaune benthique dans les milieux hyper-trophiques de la rade de Brest, volume 1. PhD Thesis, University of La Bretagne Occidentale, France
Holm-Hansen O, Lorenzen CJ, Holmes RW, Strickland JDH (1965) Fluorometric determination of chlorophyll. J Mar Sci 30:3–15
Hua E, Zhou H, Zhang Z, Yu Z (2010) Estimates of autumntime benthic secondary production in Laizhou Bay and adjacent Bohai Sea waters. J Ocean Univ China 9:279–285. https://doi.org/10.1007/s11802-010-1726-9
Izzabaha O, Gjije A, Dergoun A, Saad Z, Chattou EA, Chairi H, Idhalla M (2020) First trial on rearing European seabass Dicentrarchus labrax in floating cages in Dakhla Bay-SW Morocco, Atlantic Ocean. AACL Bioflux 13(3):1557–1569
Jumars PA, Dorgan KM, Lindsay SM (2015) Diet of worms emended: An update of polychaete feeding guilds. Annu Rev Mar Sci 7(1):497–520. https://doi.org/10.1146/annurev-marine-010814-020007
Kennish MJ (2002) Environmental threats and environmental future of estuaries. Environ Conserv 29:78–107. https://doi.org/10.1017/S0376892902000061
Kodama K, Lee JH, Oyama M, Shiraishi H, Horiguchi T (2012) Disturbance of benthic macrofauna in relation to hypoxia and organic enrichment in a eutrophic coastal bay. Mar Environ Res 76:80–89. https://doi.org/10.1016/j.marenvres.2011.08.007
Le Loc’h F, Hily C, Grall J (2008) Benthic community and food web structure on the continental shelf of the Bay of Biscay (North Eastern Atlantic) revealed by stable isotopes analysis. J Mar Syst 72:17–34. https://doi.org/10.1016/j.jmarsys.2007.05.011
Lozano-Cortés D, Londoño-Cruz E, Izquierdo V, Arias F, Barona M, Zambrano V (2012) Checklist of benthonic marine invertebrates from Malaga Bay (Isla Palma and Los Negritos), Colombian Pacific. Check List 8:703–708. https://doi.org/10.15560/8.4.703
Martin D, Pinedo S, Sardá R (2000) Distribution patterns and trophic structure of soft-bottom polychaete assemblages in a North-Western Mediterranean shallow-water Bay. Ophelia 53:1–17
Minas HJ, Codispoti LA, Dugdale RC (1982) Nutrients and primary production in the upwelling region off Northwest Africa. Rapp Proc-Verb Réun Cons Int Exp Mer Médit 180:148–183
Nalesso RC, Joyeux J, Quintana CO, Torezani E, Otegui ACP (2005) Soft-bottom macrobenthic communities of the Vitória bay. Brazilian J Oceanogr 53:23–38. https://doi.org/10.1590/S1679-87592005000100003
Newton A, Brito AC, Icely JD, Derolez V, Clara I, Angus S, Schernewski G, Inácio M, Lillebø AI, Sousa AI, Béjaoui B, Solidoro C, Tosic M, Cañedo-Argüelles M, Yamamuro M, Reizopoulou S, Tseng H-C, Donata C, Roselli L, Maanan M, Cristina S, Ruiz-Fernández AC, Pastres R, Snoussi M, Turpie J, Tuchkovenko Y, Dyack B, Brookes J, Povilanskas R, Khokhlov V (2018) Assessing, quantifying and valuing the ecosystem services of coastal lagoons. J Nat Conserv 44:50–65. https://doi.org/10.1016/j.jnc.2018.02.009
Orbi A, Dafir JM, Berraho A (1995) Étude pluridisciplinaire de la baie de Dakhla. Rapport interne, Institut Scientifique des Pêches Maritimes, Royaume du Maroc, 86, p 26
Palacín C, Martin D, Gili JM (1991) Features of spatial distribution of benthic infauna in a Mediterranean shallow-water bay. Mar Biol 110:315–321. https://doi.org/10.1007/BF01313718
Pearson T, Rosenberg R (1978) Macrobenthic succession in relation to organic enrichment and pollution of the marine environment. Oceanogr Mar Biol Ann Rev 16:229–311
Petti MAV, Nonato EF, Paiva PC (1996) Trophic relationships between polychaetes and brachyuran crabs on the southeastern Brazilian coast. Rev Bras Ocean 44:61–67. https://doi.org/10.1590/S1413-77391996000100007
Pielou EC (1966) Shannon’s formula as a measure of specific diversity: its use and measure. Am Nat 100:463–465
Pinedo S, Sardá R, Martin D (1997) Comparative study of the trophic structure of the soft bottom assemblages in the Bay of Blanes (Western Mediterranean Sea). Bull Mar Sci 60(2):529–543
Pires-Vanin AMS, Muniz P, de Léo FC (2011) Benthic macrofauna structure in the northeast area of Todos os Santos Bay, Bahia State, Brazil: Patterns of spatial and seasonal distribution. Brazilian J Oceanogr 59:27–42. https://doi.org/10.1590/S1679-87592011000100003
Qninba A, Radi M, Benhoussa A, Bazairi H, Menioui M (2003) Fiche descriptive sur les zones humides Ramsar (FDR): Baie d’Ad-Dakhla, Maroc. https://rsis.ramsar.org/RISapp/files/RISrep/MA1470RIS.pdf. Accessed 1 Oct 2022
Reiss H, Kröncke I (2005) Seasonal variability of benthic indices: An approach to test the applicability of different indices for ecosystem quality assessment. Mar Poll Bull 50:1490–1499. https://doi.org/10.1016/j.marpolbul.2005.06.017
Rodrigues-Filho JL, Macêdo RL, Sarmento H, Pimenta VRA, Alonso C, Teixeira CR, Pagliosa PR, Netto SA, Santos NCL, Daura-Jorge FG, Rocha O, Horta P, Branco JO, Sartor R, Muller J, Cionek VM (2023) From ecological functions to ecosystem services: linking coastal lagoons biodiversity with human well-being. Hydrobiologia. https://doi.org/10.1007/s10750-023-05171-0
Saad Z, Orbi A, Abouabdellah R, Saad A, Oudra B (2013) Impact of economic development on the dynamics of phytoplankton and physic - chemical quality of Dakhla Bay (south of Morocco). South Asian J Exp Biol 3:274–287
Salas F, Neto JM, Borja MJC (2004) Evaluation of the applicability of a marine biotic index to characterize the status of estuarine ecosystems: The case of Mondego estuary (Portugal). Ecol Indic 4:215–225. https://doi.org/10.1016/j.ecolind.2004.04.003
Salas F, Marcos C, Neto JM, Patrício J, Perez-Ruzafa A, Marques JC (2006) User-friendly guide for using benthic ecological indicators in coastal and marine quality assessment. Ocean Coast Manag 49:308–331. https://doi.org/10.1016/j.ocecoaman.2006.03.001
Shannon CE (1948) A mathematical theory of communication. Bell Syst Tech J 27:379–423. https://doi.org/10.1145/584091.584093
Taheri M, Foshtomi MY, Noranian M, Mira SS (2012) Spatial distribution and biodiversity of macrofauna in the southeast of the Caspian Sea, Gorgan Bay, in relation to environmental conditions. Ocean Sci J 47:113–122. https://doi.org/10.1007/s12601-012-0012-8
Valdés L, Déniz-González I (2015) Oceanographic and biological features in the Canary Current Large Marine Ecosystem. IOC-UNESCO, Paris. IOC Technical Series 115, p 383
Zidane H (2009) Biologie et potentialités aquacoles de l’huître creuse Crassostrea gigas (Thunberg, 1793) en élevage dans la baie de Dakhla (sud du Maroc). Thèse de Doctorat, Université Ibn Tofail, Kenitra (Maroc), p 154
Zidane H, Orbi A, Mouradi A, Zidane F, Blais J-F (2008) Structure hydrologique et édaphique d’un site ostréicole: Duna Blanca (la baie de Dakhla, sud du Maroc). Env Tech 29:1031–1042. https://doi.org/10.1080/09593330802180328
Zidane H, Maanan M, Mouradi A, Maanan M, El Barjy M, Zourarah B, Blais J-F (2017) Environmental and ecological risk of heavy metals in the marine sediment from Dakhla Bay, Morocco. Env Sci Poll Res 7970–7981. https://doi.org/10.1007/s11356-017-8367-0
Acknowledgements
We are deeply grateful to all INRH-Dakhla staff for their assistance with the sampling. We are grateful to Dr. Mohamed Menioui who helped us in the identifications of crustacean species. This study is a contribution of DM to the Consolidated Research Group on Marine Benthic Ecology of the Generalitat de Catalunya (2021SGR00405).
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HZ conceived the ideas and designed methodology; HZ, MNT and FE collected the data; AE and MM analysed the data; FE and DM and MNT led the writing of the manuscript. All authors contributed critically to the drafts and gave final approval for publication.
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El Asri, F., Errhif, A., Tamsouri, MN. et al. Macroinvertebrate structure and trophic-functional organization in relation to environmental conditions in Dakhla Bay (southeast Morocco). Biologia 79, 123–134 (2024). https://doi.org/10.1007/s11756-023-01508-1
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DOI: https://doi.org/10.1007/s11756-023-01508-1