Land-Use Suitability Assessment Using Delphi and Analytical Hierarchy Process (D-AHP) Hybrid Model for Coastal City Management: Kuala Terengganu, Peninsular Malaysia

Since at least half of the world’s population resides and works within coastal land, the coastal zone processes and resource management is of great economic and social importance. One of the fundamental issues for coastal city planners, researchers, managers, and engineers is the coastal city land-use suitability. Land-use suitability is the ability of a given type of land to support a defined use. Rapid urbanization and consequent haphazard growth of cities result in deterioration of infrastructure facilities, loss of agricultural land, water bodies, open spaces, and many micro-climatic changes. Hence, accurate data on coastal city hazards are essential and valuable tools for coastal planning and management, sustainable coastal development, coastal environment conservation, selection of a site for coastal city structures, and coastal resources. In this investigation, the Delphi and Analytical Hierarchy Process (D-AHP) Hybrid model and Geographic Information System (GIS) technique for Coastal Land-Use Assessment (CLUA) are mapped to detect the most suitable and unsuitable areas in the Kuala Terengganu coastal zone. Furthermore, this research offered information not only on the present urban land-use trend and established amenity status in Kuala Terengganu, but also on the suitability of land for the potential establishment of urban facilities for improved urban planning and appropriate decision-making. Using the D-AHP Hybrid model and GIS tool for coastal city management is broadly practical for government, policymakers, and planners to appropriately strategize and plan for the future of coastal cities in Malaysia and other analog coastal cities around the world.

[1]  Jean-Pascal van Ypersele de Strihou Climate Change 2014 - Synthesis Report , 2015 .

[2]  Ali Azadeh,et al.  Integration of DEA and AHP with computer simulation for railway system improvement and optimization , 2008, Appl. Math. Comput..

[3]  Wanfang Zhou,et al.  Prediction of Floor Water Inrush: The Application of GIS-Based AHP Vulnerable Index Method to Donghuantuo Coal Mine, China , 2011 .

[4]  Edmundas Kazimieras Zavadskas,et al.  Multi-Criteria Decision-Making Techniques for Improvement Sustainability Engineering Processes , 2020, Symmetry.

[5]  E Ferguson,et al.  From comparative risk assessment to multi-criteria decision analysis and adaptive management: recent developments and applications. , 2006, Environment international.

[6]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[7]  Michael J. Hill,et al.  Multi-criteria decision analysis in spatial decision support: the ASSESS analytic hierarchy process and the role of quantitative methods and spatially explicit analysis , 2005, Environ. Model. Softw..

[8]  Vladimir Popović,et al.  Determining the importance of the criteria of traffic accessibility using fuzzy AHP and rough AHP method , 2019, Decision Making: Applications in Management and Engineering.

[9]  S. Geertman,et al.  Does mapping improve public participation? Exploring the pros and cons of using public participation GIS in urban planning practices , 2019, Landscape and Urban Planning.

[10]  M. Bagheri,et al.  Shoreline change analysis and erosion prediction using historical data of Kuala Terengganu, Malaysia , 2019, Environmental Earth Sciences.

[11]  Md. Omar Sarif,et al.  Spatiotemporal mapping of Land Use/Land Cover dynamics using Remote Sensing and GIS approach: a case study of Prayagraj City, India (1988–2018) , 2021, Environment, Development and Sustainability.

[12]  Jörn Birkmann,et al.  Vulnerability assessment in natural hazard and risk analysis: current approaches and future challenges , 2012, Natural Hazards.

[13]  Aleksandar Janković,et al.  Methods for assigning weights to decision makers in group AHP decision-making , 2019, Decision Making: Applications in Management and Engineering.

[14]  Alessio Ishizaka,et al.  Analytic Hierarchy Process and Expert Choice: Benefits and limitations , 2009, OR Insight.

[15]  Ali Ebadi Torkayesh,et al.  An integrated BWM-LBWA-CoCoSo framework for evaluation of healthcare sectors in Eastern Europe , 2021 .

[16]  Milad Bagheri,et al.  Application of GIS and AHP technique for land-use suitability analysis on coastal area in terengganu , 2010, 2010 World Automation Congress.

[17]  Ilan Noy,et al.  Economic Vulnerability and Resilience to Natural Hazards: A Survey of Concepts and Measurements , 2018, Sustainability.

[18]  Abdul Rahman Hassan,et al.  Sedimentation and water quality deterioration problems at Terengganu River Basin, Terengganu, Malaysia , 2019, DESALINATION AND WATER TREATMENT.

[19]  Dragan Pamučar,et al.  New model for determining criteria weights: Level Based Weight Assessment (LBWA) model , 2019, Decision Making: Applications in Management and Engineering.

[20]  K. Hedhli,et al.  A Contribution to an Advisory Plan for Integrated Irrigation Water Management at Nebhana Dam System: from Research to Operational Support , 2018 .

[21]  Z. Xue,et al.  Coastal Erosion Induced by Human Activities: A Northwest Bohai Sea Case Study , 2009 .

[22]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[23]  P. Shi Hazards, Disasters, and Risks , 2018, Disaster Risk Science.

[24]  Ralf Ludwig,et al.  Supporting forest conservation through community-based land use planning and participatory GIS – lessons from Crocker Range Park, Malaysian Borneo , 2019 .

[25]  M. Fujii,et al.  A localized disaster-resilience index to assess coastal communities based on an analytic hierarchy process (AHP) , 2013 .

[26]  J. Møller,et al.  An efficient Markov chain Monte Carlo method for distributions with intractable normalising constants , 2006 .

[27]  Ralf H. Kaspar,et al.  Group Aggregation Techniques for Analytic Hierarchy Process and Analytic Network Process: A Comparative Analysis , 2016 .

[28]  L. Moore Shoreline Mapping Techniques , 2000 .

[29]  Ming-wai Lee,et al.  GIS Based Multi-Criteria Land Suitability Assessment for Future Urban Development in The Country Park Peripheries of Hong Kong , 2021 .

[30]  S. Curran Migration social capital and the environment : considering migrant selectivity and networks in relation to coastal ecosystems. , 2002 .

[31]  A. Cazenave,et al.  Sea-Level Rise and Its Impact on Coastal Zones , 2010, Science.

[32]  Joan E. Luther,et al.  GIS-Based Multiple-Criteria Decision Analysis , 2011 .

[33]  Kalle Lyytinen,et al.  Identifying Software Project Risks: An International Delphi Study , 2001, J. Manag. Inf. Syst..

[34]  Terje Aven,et al.  Risk assessment and risk management: Review of recent advances on their foundation , 2016, Eur. J. Oper. Res..

[35]  Dragan Pamucar,et al.  A New Model for Determining Weight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM) , 2018, Symmetry.

[36]  Justice Mensah Sustainable development: Meaning, history, principles, pillars, and implications for human action: Literature review , 2019, Cogent Social Sciences.

[37]  Min Liew,et al.  Prevention and control measures for coastal erosion in northern high-latitude communities: a systematic review based on Alaskan case studies , 2020, Environmental Research Letters.

[38]  Goran Ćirović,et al.  Application of Improved Best Worst Method (BWM) in Real-World Problems , 2020, Mathematics.

[39]  Michael Bock,et al.  The Land Suitability Rating System Is a Spatial Planning Tool to Assess Crop Suitability in Canada , 2018, Front. Environ. Sci..

[40]  Ruilian Zhang,et al.  Rethinking vulnerability and human behaviour in arid and semi-arid regions in northwestern China , 2020, Environmental Monitoring and Assessment.

[41]  F. Qiao,et al.  Distinctive characteristics of upwelling along the Peninsular Malaysia's east coast during 2009/10 and 2015/16 El Niños , 2019, Continental Shelf Research.

[42]  I. Ahmad,et al.  Application of Analytic Hierarchy Process in Water Resources Planning: A GIS Based Approach in the Identification of Suitable Site for Water Storage , 2018, Water Resources Management.

[43]  Mohamed A. E. AbdelRahman,et al.  Assessment of land suitability and capability by integrating remote sensing and GIS for agriculture in Chamarajanagar district, Karnataka, India , 2016 .

[44]  P. Woodworth,et al.  Forcing Factors Affecting Sea Level Changes at the Coast , 2019, Surveys in Geophysics.

[45]  Gregory J. Skulmoski,et al.  Journal of Information Technology Education the Delphi Method for Graduate Research , 2022 .

[46]  Zhijun Tong,et al.  GIS-based multi-dimensional risk assessment of the grassland fire in northern China , 2012, Natural Hazards.

[47]  Louise B. Firth,et al.  Land reclamation and artificial islands: Walking the tightrope between development and conservation , 2017 .

[48]  N. Zhang,et al.  Assessment of world disaster severity processed by Gaussian blur based on large historical data: casualties as an evaluating indicator , 2018, Natural Hazards.

[49]  Wan Nor Azmin Sulaiman,et al.  Application of geographic information system technique and analytical hierarchy process model for land-use suitability analysis on coastal area , 2013, Journal of Coastal Conservation.

[50]  R. Nicholls,et al.  Future Coastal Population Growth and Exposure to Sea-Level Rise and Coastal Flooding - A Global Assessment , 2015, PloS one.

[51]  R. Irwan,et al.  Assessment of coastal erosion related to wind characteristics in peninsular Malaysia , 2018 .

[52]  Khurrum S. Bhutta,et al.  Supplier selection problem: a comparison of the total cost of ownership and analytic hierarchy process approaches , 2002 .

[53]  N. Mimura,et al.  Sea-level rise caused by climate change and its implications for society , 2013, Proceedings of the Japan Academy. Series B, Physical and biological sciences.

[54]  S. Amini,et al.  Assessment of land suitability and agricultural production sustainability using a combined approach (Fuzzy-AHP-GIS): A case study of Mazandaran province, Iran , 2020 .

[55]  A. M. Urgeghe,et al.  Participatory multi-criteria decision analysis for prioritizing impacts in environmental and social impact assessments , 2018 .

[56]  W. D. de Vries,et al.  Establishment of Natural Hazards Mapping Criteria Using Analytic Hierarchy Process (AHP) , 2021, Frontiers in Sustainability.

[57]  M. Kaamin,et al.  GIS spatial modelling for seismic risk assessment based on exposure, resilience, and capacity indicators to seismic hazard: a case study of Pahang, Malaysia , 2021, Geomatics, Natural Hazards and Risk.

[58]  S. M. Razali,et al.  Coastal Landscapes of Peninsular Malaysia: The Changes and Implications for Their Resilience and Ecosystem Services , 2018, Landscape Reclamation - Rising From What's Left.

[59]  H. Mitásová,et al.  Raster-Based Analysis of Coastal Terrain Dynamics from Multitemporal Lidar Data , 2009 .

[60]  Nachiappan Subramanian,et al.  A review of applications of Analytic Hierarchy Process in operations management , 2012 .

[61]  H. Özcan,et al.  Determination of agricultural land suitability with a multiple-criteria decision-making method in Northwestern Turkey , 2020, International Journal of Environmental Science and Technology.

[62]  Li-Ming Chien,et al.  Establishing Merger Feasibility Simulation Model Based on Multiple-Criteria Decision-Making Method: Case Study of Taiwan’s Property Management Industry , 2021, Sustainability.

[63]  A. Jafarzadeh,et al.  Qualitative and quantitative land-suitability evaluation for sunflower and maize in the north-west of Iran , 2012 .

[64]  J. Roberts,et al.  Explaining differential vulnerability to climate change: A social science review , 2018, Wiley interdisciplinary reviews. Climate change.

[65]  Prolay Mondal,et al.  GIS and multi-criteria decision-making assessment of sites suitability for agriculture in an anabranching site of sooin river, India , 2020, Modeling Earth Systems and Environment.

[66]  M. Phua,et al.  A GIS-based multi-criteria decision making approach to forest conservation planning at a landscape scale : a case study in the Kinabalu Area, Sabah, Malaysia , 2005 .

[67]  Turan Erman Erkan,et al.  Combining AHP and ROC with GIS for Airport Site Selection: A Case Study in Libya , 2020, ISPRS Int. J. Geo Inf..

[68]  Frank Witlox,et al.  Land-Use Suitability in Northeast Iran: Application of AHP-GIS Hybrid Model , 2017, ISPRS Int. J. Geo Inf..

[69]  N. Thinh,et al.  Evaluation of Land Cover Change and Agricultural Protection Sites: A GIS and Remote Sensing Approach for Ho Chi Minh City, Vietnam , 2019, Heliyon.

[70]  Jing Wang,et al.  WebGestalt 2019: gene set analysis toolkit with revamped UIs and APIs , 2019, Nucleic Acids Res..

[71]  M. T. Latif,et al.  A preliminary study of water quality index in Terengganu River Basin, Malaysia , 2015 .

[72]  T. Scholten,et al.  Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models , 2020, Agronomy.

[73]  Akbar A. Javadi,et al.  The Analytical Hierarchy Process for contaminated land management , 2009, Adv. Eng. Informatics.

[74]  A. El Jazouli,et al.  Land Use/Land Cover Change and Environmental Impact Assessment in Béni-Mellal District (Morocco) Using Remote Sensing and GIS , 2019, Earth Systems and Environment.

[75]  Kathrin Damm,et al.  Applying the Analytic Hierarchy Process in healthcare research: A systematic literature review and evaluation of reporting , 2015, BMC Medical Informatics and Decision Making.

[76]  Sharifah Norkhadijah Syed Ismail,et al.  Land use change in highland area and its impact on river water quality: a review of case studies in Malaysia , 2018, Ecological Processes.

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

[78]  Raffaele Giordano,et al.  A fuzzy knowledge-based decision support system for groundwater pollution risk evaluation. , 2004, Journal of environmental management.

[79]  Frédéric Cherqui,et al.  Decision support for sustainable urban drainage system management: a case study of Jijel, Algeria. , 2012, Journal of environmental management.

[80]  D. D. Wrachien Land Use Planning: A Key to Sustainable Agriculture , 2003 .

[81]  Mehmet Alper Sofuoğlu Fuzzy Applications of FUCOM Method in Manufacturing Environment , 2019 .

[82]  T. Łabuz Environmental Impacts—Coastal Erosion and Coastline Changes , 2015 .

[83]  Seyed Jafar Sadjadi,et al.  Best-worst multi-criteria decision-making method: A robust approach , 2018 .

[84]  Zhu Jian-jun,et al.  A Multiple Criteria Decision Analysis Method for Alternative Assessment Results Obeying a Particular Distribution and Application , 2018 .

[85]  Yijun Liu,et al.  A comprehensive risk analysis of coastal zones in China , 2014 .

[86]  J. Jiménez,et al.  Erosion consequences on beach functions along the Maresme coast (NW Mediterranean, Spain) , 2017, Natural Hazards.

[87]  Sensitivity of flood damage estimation to spatial resolution , 2018 .

[88]  S. K. Paul Vulnerability Concepts and its Application in Various Fields: A Review on Geographical Perspective , 2014 .

[89]  Negin Vaghefi,et al.  Land Use Suitability Analysis Using Multi Criteria Decision Analysis Method for Coastal Management and Planning: A Case Study of Malaysia , 2012 .