Assess the human and environmental vulnerability for coastal hazard by using a multi-criteria decision analysis

ABSTRACT This study provides an integrated approach using geographical information system (GIS) based on a multi-criteria approach (MCDA) to assess coastal vulnerability, resulting from human activity, population density, erosion, and climate change-induced sea level rise. A coastal vulnerability index (CVI) for erosion and floods was calculated and mapped (∼24 km in length; ∼400 m in width, and 11.47 km2 in surface) for the lagoon barrier of Nador located on the Mediterranean coast of Morocco. Results suggest that 54% (∼13 km) of the shoreline is moderately vulnerable, while 42% (∼10 km) is highly vulnerable and only 4% (1 km) present a low vulnerability. The vulnerability map of the socio-economic activities indicates that most wetlands and forest areas 83% (∼31 ha) and 50% (∼440 ha) respectively, present low vulnerability. 52% percent of artificial areas (∼23 ha), 73% of agricultural land (∼128 ha), and 41% of natural areas (∼363 ha) present moderate vulnerability. However, the level of vulnerability of the remaining artificial and agricultural areas classifies from high to very high. The north-western sector was classified as the most vulnerable area, characterized by an erosion (−0.6 m/yr to −1.20 m/yr) for 70% of this area, while the south-eastern part shows a low to moderate vulnerability marked by an erosion (−0.1 m/yr to −1m/yr) for 40% of this area. Coastal vulnerability maps have potential as decision tools to prepare and respond to sea level rise, and identify exposed coastal zones, as such contributing to national climate action and disaster risk reduction sustainable development goals (goals 13 and 11, respectively).

[1]  Antonio Miguel Martínez-Graña,et al.  Coastal-flood risk management in central Algarve: Vulnerability and flood risk indices (South Portugal) , 2016 .

[2]  P. Aucelli,et al.  Coastal subsidence detected by Synthetic Aperture Radar interferometry and its effects coupled with future sea‐level rise: the case of the Sele Plain (Southern Italy) , 2018 .

[3]  Silvia Torresan,et al.  Assessing coastal vulnerability to climate change: comparing segmentation at global and regional scales , 2008 .

[4]  Giorgio Anfuso,et al.  Coastal vulnerability in the Mediterranean sector between Fnideq and M'diq (North of Morocco) , 2010 .

[5]  Jacek Malczewski,et al.  GIS and Multicriteria Decision Analysis , 1999 .

[6]  M. Maanan,et al.  Using Fuzzy Analytic Hierarchy Process multi-criteria and automatic computation to analyse coastal vulnerability , 2017 .

[7]  E. Anthony,et al.  An integrated approach to characterize the interaction between coastal morphodynamics, geomorphological setting and human interventions on the Mediterranean beaches of North-Western Morocco , 2012 .

[8]  E. Thieler,et al.  Coastal vulnerability assessment of Channel Islands National Park (CHIS) to sea-level rise , 2005 .

[9]  E. Anthony,et al.  Beach-dune degradation in a Mediterranean context of strong development pressures, and the missing integrated management perspective , 2012 .

[10]  E. Thieler,et al.  COASTAL VULNERABILITY ASSESSMENT OF ASSATEAGUE ISLAND NATIONAL SEASHORE (ASIS) TO SEA-LEVEL RISE , 2004 .

[11]  Jie Yin,et al.  National assessment of coastal vulnerability to sea-level rise for the Chinese coast , 2012, Journal of Coastal Conservation.

[12]  R. Nicholls,et al.  A global analysis of human settlement in coastal zones , 2003 .

[13]  G. Benassai,et al.  Coastal inundation risk assessment due to subsidence and sea level rise in a Mediterranean alluvial plain (Volturno coastal plain – southern Italy) , 2017 .

[14]  Lukas H. Meyer,et al.  Summary for Policymakers , 2022, The Ocean and Cryosphere in a Changing Climate.

[15]  G. Perillo,et al.  Vulnerability to Sea-Level Rise on the Coast of the Buenos Aires Province , 2007 .

[16]  Ashraf M. Dewan,et al.  Coastal multi-hazard vulnerability assessment along the Ganges deltaic coast of Bangladesh - A geospatial approach , 2016 .

[17]  Masahiko Fujii,et al.  An Index to Determine Vulnerability of Communities in a Coastal Zone: A Case Study of Baler, Aurora, Philippines , 2013, AMBIO.

[18]  Shailesh Nayak,et al.  Coastal Vulnerability Assessment for Orissa State, East Coast of India , 2010 .

[19]  Erika S. Hammar-Klose,et al.  National Assessment of Coastal Vulnerability to Sea-Level Rise: Preliminary Results for the U.S. Atlantic Coast , 2000 .

[20]  Nicolas G. Wright,et al.  A flood vulnerability index for coastal cities and its use in assessing climate change impacts , 2012, Natural Hazards.

[21]  A. Khouakhi,et al.  Impacts of sea-level rise on the Moroccan coastal zone: Quantifying coastal erosion and flooding in the Tangier Bay , 2009 .

[22]  Maria Snoussi,et al.  An index-based method to assess risks of climate-related hazards in coastal zones: The case of Tetouan , 2016 .

[23]  Omar Assobhei,et al.  Environmental and ecological risk assessment of heavy metals in sediments of Nador lagoon, Morocco , 2015 .

[24]  N. Chandrasekar,et al.  Coastal erosion hazard and vulnerability assessment for southern coastal Tamil Nadu of India by using remote sensing and GIS , 2013, Natural Hazards.

[25]  G. Colson,et al.  Editorial: Models and methods in multiple objectives decision making , 1989 .

[26]  Jacek Malczewski,et al.  GIS‐based multicriteria decision analysis: a survey of the literature , 2006, Int. J. Geogr. Inf. Sci..

[27]  Giorgio Anfuso,et al.  Determination of Cliffed Coastline Sensitivity and Associated Risk for Human Structures: A Methodological Approach , 2013 .

[28]  J. Shaw,et al.  Figure 2. Sensitivity of the coast of Canada to sea-level rise , 1998 .

[29]  P. Aucelli,et al.  A novelty coastal susceptibility assessment method: application to Valdelagrana area (SW Spain) , 2018, Journal of Coastal Conservation.

[30]  E. Gilman,et al.  Adapting to Pacific Island mangrove responses to sea level rise and climate change , 2006 .

[31]  J. Pratt Thickness of the Earth's Crust , 1871, Nature.

[32]  John McKenna,et al.  Socio-economic data in coastal vulnerability indices: constraints and opportunities , 2002, Journal of Coastal Research.

[33]  Pravin D. Kunte,et al.  Coastal vulnerability assessment for Chennai, east coast of India using geospatial techniques , 2012, Natural Hazards.

[34]  Lin Yuan,et al.  Vulnerability assessment of the coastal wetlands in the Yangtze Estuary, China to sea-level rise , 2015 .

[35]  P. Saenger Coastal environments: an introduction to the physical, ecological and cultural systems of coastlines by RWG Carter: book review , 1992 .

[36]  Mehdi Maanan,et al.  Using automatic computation to analyze the rate of shoreline change on the Kenitra coast, Morocco , 2015 .

[37]  Nadejda Komendantova,et al.  Multi-hazard and multi-risk decision-support tools as a part of participatory risk governance: feedback from civil protection stakeholders , 2014 .

[38]  J. Rockström,et al.  Policy: Sustainable development goals for people and planet , 2013, Nature.

[39]  A. Bhattacharya,et al.  Shoreline change analysis and its application to prediction: A remote sensing and statistics based approach , 2009 .

[40]  Guido Benassai,et al.  Coastal vulnerability to wave storms of Sele littoral plain (southern Italy) , 2014, Natural Hazards.

[41]  Natasha,et al.  Methods for assessing coastal vulnerability to climate change ETC CCA , 2011 .

[42]  V. R. Neralla,et al.  EL-Niño and Storm Surges in the Bay of Bengal , 1996 .

[43]  J. Shaw,et al.  Sensitivity of the coasts of Canada to sea-level rise , 1998 .

[44]  J. Andrew G. Cooper,et al.  A multi-scale coastal vulnerability index: A tool for coastal managers? , 2010 .

[45]  Massimo Moretti,et al.  Sea-level rise and potential drowning of the Italian coastal plains: Flooding risk scenarios for 2100 , 2017 .

[46]  Paul D. Bates,et al.  Evaluation of a coastal flood inundation model using hard and soft data , 2012, Environ. Model. Softw..

[47]  E. Robert Thieler,et al.  National assessment of coastal vulnerability to sea-level rise; preliminary results for the U.S. Gulf of Mexico Coast , 2000 .

[48]  A. Ergin,et al.  Improving Coastal Vulnerability Assessments to Sea-Level Rise: A New Indicator-Based Methodology for Decision Makers , 2010 .

[49]  E. Bird,et al.  Submerging Coasts: The Effects of a Rising Sea Level on Coastal Environments , 1993 .

[50]  Alessio Satta An index-based method to assess vulnerabilities and risks of Mediterranean coastal zones to multiple hazards , 2014 .

[51]  Samo Drobne,et al.  Multi-attribute Decision Analysis in GIS: Weighted Linear Combination and Ordered Weighted Averaging , 2009, Informatica.

[52]  Benjamin Poulter,et al.  Sea-level rise impact models and environmental conservation: A review of models and their applications , 2010 .

[53]  V. Gornitz Global coastal hazards from future sea level rise , 1991 .

[54]  Mustapha Hakdaoui,et al.  The evaluation of solar farm locations applying Geographic Information System and Multi-Criteria Decision-Making methods: Case study in southern Morocco , 2015 .

[55]  T. Wigley,et al.  Climate and Sea Level Change: Observations, Projections and Implications , 2009 .

[56]  E. Robert Thieler,et al.  National assessment of coastal vulnerability to sea-level rise; U.S. Atlantic Coast , 1999 .

[57]  Andrew Cooper,et al.  Contemporary Multidisciplinary Approaches to Coastal Classification and Environmental Risk Analysis , 1998 .

[58]  G. Anfuso,et al.  Risk Assessment of Storms in Coastal Zones: Case Studies from Cartagena (Colombia) and Cadiz (Spain) , 2015 .

[59]  G. Benassai,et al.  Coastal risk assessment of a micro-tidal littoral plain in response to sea level rise , 2015 .

[60]  Nebojsa Nakicenovic,et al.  Policy: Five priorities for the UN Sustainable Development Goals , 2015, Nature.

[61]  Giorgio Anfuso,et al.  Assessment of Coastal Vulnerability Through the Use of GIS Tools in South Sicily (Italy) , 2009, Environmental management.

[62]  M. Olías,et al.  The present environmental scenario of the Nador Lagoon (Morocco). , 2006, Environmental research.

[63]  L. Wright Coastal environments: An introduction to the physical, ecological and cultural systems of coastlines , 1989 .

[64]  Vulnerability assessment of a lagoon to sea level rise and storm events: Nador lagoon (NE Morocco). , 2013 .

[65]  B. Mondal,et al.  Coastal vulnerability assessment of the predicted sea level rise in the coastal zone of Krishna–Godavari delta region, Andhra Pradesh, east coast of India , 2016, Environment, Development and Sustainability.

[66]  E. Robert Thieler,et al.  The Digital Shoreline Analysis System (DSAS) Version 4.0 - An ArcGIS extension for calculating shoreline change , 2009 .

[67]  M. Snoussi,et al.  Vulnerability assessment of the impact of sea-level rise and flooding on the Moroccan coast: the case of the Mediterranean eastern zone. , 2008 .

[68]  K. A. Addo Assessing Coastal Vulnerability Index to Climate Change: the Case of Accra – Ghana , 2016 .

[69]  Guido Benassai,et al.  Estimating Coastal Vulnerability in a Meso-Tidal Beach by Means of Quantitative and Semi-Quantitative Methodologies , 2011 .

[70]  Submerging coasts: The effects of a rising sea level on coastal environments by E. C. F. Bird, John Wiley and Sons, Chichester, 1992. No. of pages: vii + 184. Price: £25.00. ISBN 0–471–93807–6 , 1993 .

[71]  J. Saravanavel,et al.  Coastal Vulnerability Mapping Using Geospatial Technologies in Cuddalore-Pichavaram Coastal Tract, Tamil Nadu, India. , 2015 .

[72]  R. Ratheesh,et al.  Sea-level rise and coastal vulnerability: an assessment of Andhra Pradesh coast, India through remote sensing and GIS , 2008 .

[73]  Måns Nilsson,et al.  A guide to SDG interactions: From science to implementation , 2017 .