Abstract
This research presents an approach to assess the ecosystem services (ES) flow in the Oualidia lagoon in Morocco combining geographic information systems (GIS) and the analytic hierarchy process (AHP). We evaluated the flow of 15 ES divided into regulating, provisioning, and cultural categories in 20 CORINE land-cover classes found in the lagoon area. To determine the total ES flow, we used an expert-based scoring approach for each of the CORINE LULC classes. Geographically the results comprised not only the immediate lagoon proximity but also area south of the lagoon. The highest combined ES flows were estimated in the forested, semi-natural (beaches and dunes), and agriculture areas, as well as water features (ocean and lagoon channel), while in artificial areas the ES delivery was the lowest. We expect our results to serve as a guide for land planners and decision-makers, providing an example of support for the nature management strategy for other coastal regions in Morocco and elsewhere.
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All data generated or analyzed during this study are included in this published article and its supplementary information files.
References
Affian K, Robin M, Maanan M, Digbehi B, Djagoua EV, Kouamé F (2009) Heavy metal and polycyclic aromatic hydrocarbons in Ebrié lagoon sediments, Côte d’Ivoire. Environmental Monitoring and Assessment 159(1–4):531–541
Akujärvi A, Lehtonen A, Liski J (2016) Ecosystem services of boreal forests–carbon budget mapping at high resolution. Journal of Environmental Management 181:498–514
Baró F, Palomo I, Zulian G, Vizcaino P, Haase D, Gómez-Baggethun E (2016) Mapping ecosystem service capacity, flow and demand for landscape and urban planning: a case study in the Barcelona metropolitan region. Land Use Policy 57:405–417
Braat LC, De Groot R (2012) The ecosystem services agenda: bridging the worlds of natural science and economics, conservation and development, and public and private policy. Ecosystem Services 1(1):4–15
Brevik EC, Calzolari C, Miller BA, Pereira P, Kabala C, Baumgarten A, Jordán A (2016) Soil mapping, classification, and pedologic modeling: History and future directions. Geoderma 264:256–274
Brown G, Fagerholm N (2015) Empirical PPGIS/PGIS mapping of ecosystem services: a review and evaluation. Ecosystem Services 13:119–133
Burkhard B, Kroll F, Müller F, Windhorst W (2009) Landscapes’ capacities to provide ecosystem services-a concept for land-cover based assessments. Landscape Online 15:1–22
Burkhard B, Kandziora M, Hou Y, Müller F (2014) Ecosystem service potentials, flows and demands-concepts for spatial localisation, indication and quantification. Landscape Online 34:1–32
Daw TM, Coulthard S, Cheung WW, Brown K, Abunge C, Galafassi D et al (2015) Evaluating taboo trade-offs in ecosystems services and human well-being. Proceedings of the National Academy of Sciences 112(22):6949–6954
Depellegrin D, Pereira P, Misiunė I, Egarter-Vigl L (2016) Mapping ecosystem services potential in Lithuania. International Journal of Sustainable Development & World Ecology 23(5):441–455
EEA (2016) Corine Land Cover (CLC), Version 18.5.1. Release Date: 19-09-2016. European Environment Agency. https://land.copernicus.eu/pan-european/corine-land-cover
Egoh B, Reyers B, Rouget M, Richardson DM, Le Maitre DC, van Jaarsveld AS (2008) Mapping ecosystem services for planning and management. Agriculture, Ecosystems & Environment 127(1–2):135–140
Emerton L (2001) The use of economic measures in national biodiversity strategies and action plans: a review of experiences, lessons learned and ways forward. IUCN
Guerry AD, Polasky S, Lubchenco J, Chaplin-Kramer R, Daily GC, Griffin R et al (2015) Natural capital and ecosystem services informing decisions: from promise to practice. Proceedings of the National Academy of Sciences 112(24):7348–7355
Hartig T, Staats H (2006) The need for psychological restoration as a determinant of environmental preferences. Journal of Environmental Psychology 26(3):215–226
Heymann Y (1994) CORINE land cover: technical guide. Office for Official Publ. of the Europ. Communities
Hou Y, Burkhard B, Müller F (2013) Uncertainties in landscape analysis and ecosystem service assessment. Journal of Environmental Management 127:S117–S131
Huxham M, Emerton L, Kairo J, Munyi F, Abdirizak H, Muriuki T, Nunan F, Briers RA (2015) Applying climate compatible development and economic valuation to coastal management: a case study of Kenya's mangrove forests. Journal of Environmental Management 157:168–181
Jacobs S, Burkhard B, Van Daele T, Staes J, Schneiders A (2015) ‘The matrix reloaded’: a review of expert knowledge use for mapping ecosystem services. Ecological Modelling 295:21–30
Kjerfve B (1994) Coastal lagoons. In: Elsevier oceanography series vol 60, pp 1-8. Elsevier
Klein TM, Celio E, Grêt-Regamey A (2015) Ecosystem services visualization and communication: a demand analysis approach for designing information and conceptualizing decision support systems. Ecosystem Services 13:173–183
Lin SC, Tang TY (2003) Factor assessment of the environmental impact for Tainan Technology Industrial Park in Taiwan. WIT Transactions on Ecology and the Environment 63
Maanan M (2008) Trace metal contamination of marine organisms from the Moroccan North Atlantic coastal environments. Environmental Pollution 153(1):176–183
Maanan M, Ruiz-Fernandez AC, Maanan M, Fattal P, Zourarah B, Sahabi M (2014) A long-term record of land use change impacts on sediments in Oualidia lagoon, Morocco. International Journal of Sediment Research 29(1):1–10
Maanan M, Zourarah B, Sahabi M, Maanan M, Le Roy P, Mehdi K, Salhi F (2015) Environmental risk assessment of the Moroccan Atlantic continental shelf: the role of the industrial and urban area. Science of the Total Environment 511:407–415
Maanan M, El Barjy M, Hassou N, Zidane H, Zourarah B, Maanan M (2018) Origin and potential ecological risk assessment of trace elements in the watershed topsoil and coastal sediment of the Oualidia lagoon, Morocco. Human and Ecological Risk Assessment: An International Journal 24(3):602–614
Maanan M, Maanan M, Karim M, Ait Kacem H, Ajrhough S, Rueff H et al (2019) Modelling the potential impacts of land use/cover change on terrestrial carbon stocks in north-west Morocco. International Journal of Sustainable Development & World Ecology 26(6):560–570
Maes J, Egoh B, Willemen L, Liquete C, Vihervaara P, Schägner JP et al (2012) Mapping ecosystem services for policy support and decision making in the European Union. Ecosystem Services 1(1):31–39
Malinga R, Gordon LJ, Jewitt G, Lindborg R (2015) Mapping ecosystem services across scales and continents–a review. Ecosystem Services 13:57–63
Newton A, Icely JD, Falcão M, Nobre A, Nunes JP, Ferreira JG, Vale C (2003) Evaluation of eutrophication in the Ria Formosa coastal lagoon, Portugal. Continental Shelf Research 23(17–19):1945–1961
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 HC, Canu D, Roselli L, Maanan M, Cristina S, Ruiz-Fernández SC, de Lima RF, Kjerfve B, Rubio-Cisneros N, Pérez-Ruzafa A, Marcos C, Pastres R, Pranovi F, 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
Owuor MA, Icely J, Newton A, Nyunja J, Otieno P, Tuda AO, Oduor N (2017) Mapping of ecosystem services flow in Mida Creek, Kenya. Ocean & Coastal Management 140:11–21
Pecchia L, Martin JL, Ragozzino A, Vanzanella C, Scognamiglio A, Mirarchi L, Morgan SP (2013) User needs elicitation via analytic hierarchy process (AHP). A case study on a computed tomography (CT) scanner. BMC Medical Informatics and Decision Making 13(1):1–11
Power AG (2010) Ecosystem services and agriculture: tradeoffs and synergies. Philosophical Transactions of the Royal Society B: Biological Sciences 365(1554):2959–2971
Russi D, ten Brink P, Farmer A, Badura T, Coates D, Förster J, ... Davidson N (2013) The economics of ecosystems and biodiversity for water and wetlands. IEEP, London and Brussels, 78
Saaty RW (1987) The analytic hierarchy process—what it is and how it is used. Mathematical Modelling 9(3–5):161–176
Saaty TL (1990) How to make a decision: the analytic hierarchy process. European Journal of Operational Research 48(1):9–26
Schmoldt DL, Peterson DL, Smith RL (1995) The analytic hierarchy process and participatory decisionmaking. Proceedings, Decision Support-2001, pp 129-143
Small C, Nicholls RJ (2003) A global analysis of human settlement in coastal zones. Journal of Coastal Research 584–599
Small C, Gornitz V, Cohen JE (2000) Coastal hazards and the global distribution of human population. Environmental Geosciences 7(1):3–12
Sohel MSI, Mukul SA, Burkhard B (2015) Landscape′s capacities to supply ecosystem services in Bangladesh: a mapping assessment for Lawachara National Park. Ecosystem Services 12:128–135
Tinch R, Mathieu L (2011) Marine and coastal ecosystem services: valuation methods and their practical application. United Nations Environment Programme - World Conservation Monitoring Centre. http://hdl.handle.net/20.500.11822/8546.
Turner RK, Daily GC (2008) The ecosystem services framework and natural capital conservation. Environmental and Resource Economics 39(1):25–35
Turner RK, Van Den Bergh JC, Söderqvist T, Barendregt A, Van Der Straaten J, Maltby E, Van Ierland EC (2000) Ecological-economic analysis of wetlands: scientific integration for management and policy. Ecological Economics 35(1):7–23
UNEP-WCMC, M (2011) Marine and coastal ecosystem services: valuation methods and their application. UNEP-WCMC Biodiversity, Series (33)46
Velasco AM, Pérez-Ruzafa A, Martínez-Paz JM, Marcos C (2018) Ecosystem services and main environmental risks in a coastal lagoon (Mar Menor, Murcia, SE Spain): the public perception. Journal for Nature Conservation 43:180–189
Villamagna AM, Angermeier PL, Bennett EM (2013) Capacity, pressure, demand, and flow: a conceptual framework for analyzing ecosystem service provision and delivery. Ecological Complexity 15:114–121
Wang X, Wang S, Yan S, Zhang H, Shao T (2008) Assessing the values of ecosystem services of the Yangtze Delta, China. The International Journal of Sustainable Development & World Ecology 15(S1):18S–24S
Zourarah B, Maanan M, Carruesco C, Aajjane A, Mehdi K, Freitas MC (2007) Fifty-year sedimentary record of heavy metal pollution in the lagoon of Oualidia (Moroccan Atlantic coast). Estuarine, Coastal and Shelf Science 72(1–2):359–369
Acknowledgements
The authors gratefully acknowledge the contributions of Marinus L. Otte (Editor-in-chief, wetlands) and three anonymous reviewers for their scientific suggestions and constructive comments. The authors thank Prof. Helene Lepesant who kindly corrected and improved the English of the manuscript.
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All authors contributed to the study conception. Material preparation, data collection and analysis, were performed by YK, MeM, HR and SE. YK, AR and MM and MeM verified the analytical methods. The first draft of the manuscript was written by YK and all authors commented on previous versions of the manuscript. All authors discussed the results and approved the final manuscript.
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Khomalli, Y., Elyaagoubi, S., Maanan, M. et al. Using Analytic Hierarchy Process to Map and Quantify the Ecosystem Services in Oualidia Lagoon, Morocco. Wetlands 40, 2123–2137 (2020). https://doi.org/10.1007/s13157-020-01386-2
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DOI: https://doi.org/10.1007/s13157-020-01386-2