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Examining transformations in coastal city landscapes: spatial patch analysis of sustainable tourism—a case study in Pahang, Malaysia

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Abstract

Coastal tourism is crucial for the development of sustainable coastal cities, since it depends on the interaction of natural resources and critical infrastructure. However, handling the complex issues brought on by changing coastal ecosystems and increased visitor expectations calls for a thorough grasp. The Sungai Karang area in Pahang, Malaysia, is used in this paper as a case study to analyze the development phases and transformational effects of coastal resort expansion. Our goal is a detailed assessment of land-use changes brought on by the growing coastline tourist industry. We examine data from 1966 to 2013 using a thorough technique that combines Geographic Information Systems (GIS) with patch analysis. The main findings show dramatic changes in land-use dynamics, with built-up areas increasing by 23.76% and forest cover increasing by 19.35%. Along with an increase in recreational places, utilities and infrastructure also saw a rise of 18.57%. Contrastingly, agricultural regions had a significant decline of 15.43%. These discoveries highlight the significant alteration of the local environment related to beach tourism. Planning effectively and developing coastal cities sustainably need careful observation of the wide-ranging effects that tourist expansion has on the environment, the economy, and society. In conclusion, our study promotes a comprehensive strategy for coastal city government that smoothly integrates with regional goals. This strategy emphasizes quantifiable goals, active community involvement, and preserving both natural and cultural heritage. It highlights the crucial part that careful planning plays in preventing environmental degradation while also acknowledging the difficulties brought on by the tourist industry's explosive growth. In the end, our research highlights the unavoidable necessity of supporting sustainable coastal city development among the varied effects of coastal tourism.

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References

  • Adamczyk J, Tiede D (2017) ZonalMetrics-a Python toolbox for zonal landscape structure analysis. Comput Geosci 9:91–99

    Article  Google Scholar 

  • Ahmad H (2019) Bangladesh coastal zone management status and future trends. J Coast Zone Manag 22(1):1–7

    Google Scholar 

  • Alharbi OA, Rangel-Buitrago N (2022) Scenery evaluation as a tool for the determination of visual pollution in coastal environments: the Rabigh coastline, Kingdom of Saudi Arabia as a study case. Mar Pollut Bull 181:113861

    Article  CAS  PubMed  Google Scholar 

  • Andaya BW, Andaya LY (2016) A history of Malaysia. Macmillan International Higher Education.

  • Andualem TG, Demeke GG (2019) Groundwater potential assessment using G.I.S. and remote sensing: A case study of Guna tana landscape, upper blue Nile Basin, Ethiopia. J Hydrol Reg Stud 24:100610

    Article  Google Scholar 

  • Bagheri M, Zaiton Ibrahim Z, Bin Mansor S, Abd Manaf L, Badarulzaman N, Vaghefi N (2019) Shoreline change analysis and erosion prediction using historical data of Kuala Terengganu, Malaysia. Environ Earth Sci 78(15):1–21

    Article  CAS  Google Scholar 

  • Bagheri M, Zaiton Ibrahim Z, Mansor S, Manaf LA, Akhir MF, Talaat WIAW, Beiranvand Pour A (2021) Land-use suitability assessment using delphi and analytical hierarchy process (D-AHP) hybrid model for coastal city management: Kuala Terengganu, Peninsular Malaysia. ISPRS Int J Geo-Inf 10(9):621

    Article  Google Scholar 

  • Baitalik A, Majumdar S (2015) Coastal tourism destinations in West Bengal: Historical background and development. Int J Soc Sci Manag 2(3):267–272

    Google Scholar 

  • Baker DM (2022) Caribbean tourism development, sustainability, and impacts. Contemporary issues within caribbean economies. Palgrave Macmillan, Cham, pp 235–264

    Chapter  Google Scholar 

  • Balasuriya A (2018) Coastal area management: biodiversity and ecological sustainability in Sri Lankan perspective. In: Biodiversity and climate change adaptation in tropical islands. Academic Press, pp 701–724

  • Bloomfield LS, McIntosh TL, Lambin EF (2020) Habitat fragmentation, livelihood behaviors, and contact between people and nonhuman primates in Africa. Landscape Ecol 35(4):985–1000

    Article  Google Scholar 

  • Caloni S, Durazzano T, Franci G, Marsili L (2021) Sunscreens’ U.V. filters risk for coastal marine environment biodiversity: a review. Diversity 13:8–374

    Article  Google Scholar 

  • Cao W, Sofia G, Tarolli P (2020) Geomorphometric characterisation of natural and anthropogenic land covers. Prog Earth Planet Sci 7(1):1–17

    Article  Google Scholar 

  • Cappa F, Franco S, Rosso F (2022) Citizens and cities: Leveraging citizen science and big data for sustainable urban development. Bus Strateg Environ 31(2):648–667

    Article  Google Scholar 

  • Carrión-Mero P, Montalván FJ, Morante-Carballo F, Loor-Flores de Valgas C, Apolo-Masache B, Heredia J (2021) Flow and transport numerical model of a coastal aquifer based on the hydraulic importance of a dyke and its impact on water quality. Manglaralto—Ecuador. Water 13:4–443

    Article  Google Scholar 

  • Cervelli E, Pindozzi S (2022) The historical transformation of peri-urban land use patterns, via landscape GIS-based analysis and landscape metrics, in the vesuvius area. Appl Sci 12:5–2442

    Article  Google Scholar 

  • Cetin M (2015a) Using GIS analysis to assess urban green space in terms of accessibility: case study in Kutahya. Int J Sustain Dev World 22(5):420–424

    Google Scholar 

  • Cetin M (2015b) Evaluation of the sustainable tourism potential of a protected area for landscape planning: a case study of the ancient city of Pompeipolis in Kastamonu. Int J Sustain Dev World 22(6):490–495

    Article  Google Scholar 

  • Cetin M (2019) The effect of urban planning on urban formations determining bioclimatic comfort area’s effect using satellitia imagines on air quality: a case study of Bursa city. Air Qual Atmos Health 12(10):1237–1249

    Article  CAS  Google Scholar 

  • Cetin M (2020a) Climate comfort depending on different altitudes and land use in the urban areas in Kahramanmaras City. Air Qual Atmos Health 13(8):991–999

    Article  CAS  Google Scholar 

  • Cetin M (2020b) The changing of important factors in the landscape planning occur due to global climate change in temperature, rain and climate types: a case study of Mersin City. Turk J Agric Food Sci Technol 8(12):2695–2701

    Google Scholar 

  • Cetin M (2016) Determination of bioclimatic comfort areas in landscape planning: a case study of Cide Coastline

  • Chong KL (2020) The side effects of mass tourism: The voices of Bali islanders. Asia Pac J Tour Res 25(2):157–169

    Article  Google Scholar 

  • Coelho C, Narra P, Marinho B, Lima M (2020) Coastal management software to support the decision-makers to mitigate coastal erosion. J Mar Sci Eng 8(1):37

    Article  Google Scholar 

  • Cuadrado-Ciuraneta S, Durà-Guimerà A, Salvati L (2017) Not only tourism: Unravelling suburbanization, second-home expansion and “rural” sprawl in Catalonia, Spain. Urban Geogr 38(1):66–89

    Article  Google Scholar 

  • Dahles H (2002) Tourism, small enterprises and community development. In: Tourism and sustainable community development. Routledge, pp 172–187

  • Değerli BÇ, Çetin M (2022) Evaluation from rural to urban scale for the effect of NDVI-NDBI indices on land surface temperature, in Samsun, Türkiye. Turk J Agric Food Sci Technol 10:2446–2452

    Google Scholar 

  • del Castillo EM, García-Martin A, Aladrén LAL, de Luis M (2015) Evaluation of forest cover change using remote sensing techniques and landscape metrics in Moncayo Natural Park (Spain). Appl Geogr 62:247–255

    Article  Google Scholar 

  • Dhanaraj K, Angadi DP (2022) Analysis of urban expansion patterns through landscape metrics in an emerging metropolis of Mangaluru community development block, India, during 1972–2018. J Indian Soc Remote Sens 1–16

  • Dijst M, Worrell E, Böcker L, Brunner P, Davoudi S, Geertman S, Zeyringer M (2018) Exploring urban metabolism—Towards an interdisciplinary perspective. Resour Conserv Recycl 132:190–203

    Article  Google Scholar 

  • Docan DC (2016) Learning ArcGIS for desktop. Packt Publishing Ltd

  • Flowers B, Huang KT, Aldana GO (2020) Analysis of the habitat fragmentation of ecosystems in Belize using landscape metrics. Sustainability 12(7):3024

    Article  Google Scholar 

  • Fu G, Xiao N, Qi Y, Wang W, Li J, Zhao C, Xia J (2021) Fusing multidimensional hierarchical information into finer spatial landscape metrics. Ecol Evol 11(21):15225–15236

    Article  PubMed  PubMed Central  Google Scholar 

  • Garcia-Ayllon S (2016) Geographic information system (G.I.S.) analysis of impacts in the tourism area life cycle (TALC) of a Mediterranean resort. Int J Tour Res 18(2):186–196

    Article  Google Scholar 

  • Ghosh T (2011) Coastal tourism: opportunity and sustainability. J Sustain Dev 4(6):67

    Article  Google Scholar 

  • Harahab N, Riniwati H, Utami TN, Abidin Z, Wati LA (2021) Sustainability analysis of marine ecotourism management for preserving natural resources and coastal ecosystem functions. Environ Res Eng Manag 77(2):71–86

    Article  Google Scholar 

  • Hatami M, Sotoudeh A, Mokhtari M H, Kiani B (2022) Evaluation of the role of spatial composition and configuration of urban green spaces in air pollution reduction: a landscape ecology approach

  • Hernandez-Maskivker G, Fornells A, Teixido-Navarro F, Pulido J (2021) Exploring mass tourism impacts on locals: a comparative analysis between Barcelona and Sevilla. Eur J Tour Res 29:2908–2908

    Article  Google Scholar 

  • Hesselbarth MH, Sciaini M, With KA, Wiegand K, Nowosad J (2019) Landscapemetrics: an open-source R tool to calculate landscape metrics. Ecography 42(10):1648–1657

    Article  Google Scholar 

  • Ibănescu BC, Stoleriu OM, Munteanu A, Iațu C (2018) The impact of tourism on sustainable development of rural areas: evidence from Romania. Sustainability 10(10):3529

    Article  Google Scholar 

  • Idris H (2021) The socio-cultural aspects of maritime Malaysia. In: Harun R, Ja'afar S (eds) Malaysia: A maritime nation-hardcover.

  • Islam R, Ghani ABA, Mahyudin E (2017) Carbon dioxide emission, energy consumption, economic growth, population, poverty and forest area: evidence from panel data analysis. Int J Energy Econ Policy 7(4):99

    Google Scholar 

  • Jabbar M, Yusoff MM, Shafie A (2021) Assessing the role of urban green spaces for human well-being: a systematic review. GeoJournal 1–19

  • Jabbar M, Yusoff, MM, Shafie A (2021) Assessing the role of urban green spaces for human well-being: a systematic review. GeoJournal 1–19.

  • Jarratt D, Davies NJ (2020) Planning for climate change impacts: coastal tourism destination resilience policies. Tour Plan Dev 17(4):423–440

    Article  Google Scholar 

  • Jarvis J, Peel V (2013) Tourists for hire: international working holidaymakers in a work based destination in regional Australia. Tour Manag 37:114–124

    Article  Google Scholar 

  • Kabir MJ, Cramb R, Alauddin M, Gaydon DS (2019) Farmers’ perceptions and management of risk in rice-based farming systems of south-west coastal Bangladesh. Land Use Policy 86:177–188

    Article  Google Scholar 

  • Kassa H, Dondeyne S, Poesen J, Frankl A, Nyssen J (2017) Transition from forest-based to cereal-based agricultural systems: a review of the drivers of land use change and degradation in Southwest Ethiopia. Land Degrad Dev 28(2):431–449

    Article  Google Scholar 

  • Khakzad S, Pieters M, Van Balen K (2015) Coastal cultural heritage: a resource to be included in integrated coastal zone management. Ocean Coast Manag 118:110–128

    Article  Google Scholar 

  • Khamchiangta D, Dhakal S (2020) Time series analysis of land use and land cover changes related to urban heat island intensity: case of Bangkok Metropolitan Area in Thailand. J Urban Manag 9(4):383–395

    Article  Google Scholar 

  • Kilic F, Ozdilek HG (2017) Determining appropriate areas in terms of bio comfort by using the summer temperature index with the help of GIS throughout Ordu province. Environ Earth Sci 76(1):7

    Google Scholar 

  • Kindu M, Schneider T, Teketay D, Knoke T (2015) Drivers of land use/land cover changes in Munessa-Shashemene landscape of the south-central highlands of Ethiopia. Environ Monit Assess 187(7):1–17

    Article  Google Scholar 

  • Kişi N (2019) A strategic approach to sustainable tourism development using the A’WOT hybrid method: a case study of Zonguldak, Turkey. Sustainability 11:4–964

    Article  Google Scholar 

  • Koliopoulos TK, Kouloumbis P, Ciarkowska K, Antonkiewicz J, Gambus F (2020) A roadmap for integrated green health ecotourism infrastructures, safe cultural heritage experience and agritourism destinations in the post Covid-19 pandemic era. In: International conference on tourism, technology and systems. Springer Singapore, pp 108–119

  • Lamine S, Petropoulos GP, Singh SK, Szabó S, Bachari NEI, Srivastava PK, Suman S (2018) Quantifying land use/land cover spatio-temporal landscape pattern dynamics from Hyperion using SVMs classifier and FRAGSTATS®. Geocarto Int 33(8):862–878

    Article  Google Scholar 

  • Lew AA, McKercher B (2006) Modeling tourist movements: a local destination analysis. Ann Tour Res 33(2):403–423

    Article  Google Scholar 

  • Liezietsu M, Kumar M, Kundu A, Jamir S, Lal A V, Kumar N, Lal D (2022) Quantifying land use/land cover change and landscape fragmentation over the Intanki National Park, Nagaland (India) using geo-informatics. In: Remote sensing and geographic information systems for policy decision support. Springer Singapore, pp 391–401

  • Lindberg K, Johnson RL (1997) Modeling resident attitudes toward tourism. Ann Tour Res 24(2):402–424

    Article  Google Scholar 

  • Liu M, Hu YM, Li CL (2017) Landscape metrics for three-dimensional urban building pattern recognition. Appl Geogr 87:66–72

    Article  CAS  Google Scholar 

  • Lombard AT, Ban NC, Smith JL, Lester SE, Sink KJ, Wood SA, Sims HE (2019) Practical approaches and advances in spatial tools to achieve multi-objective marine spatial planning. Front Mar Sci 6:166

    Article  Google Scholar 

  • Malavasi M, Bartak V, Carranza ML, Simova P, Acosta AT (2018) Landscape pattern and plant biodiversity in Mediterranean coastal dune ecosystems: do habitat loss and fragmentation really matter? J Biogeogr 45(6):1367–1377

    Article  Google Scholar 

  • Martin L, White MP, Hunt A, Richardson M, Pahl S, Burt J (2020) Nature contact, nature connectedness and associations with health, wellbeing and pro-environmental behaviours. J Environ Psychol 68:101389

    Article  Google Scholar 

  • Marzuki A, Masron T, Ismail N (2016) Land use changes analysis for Pantai Chenang, Langkawi using spatial patch analysis technique in relation to coastal tourism. Tour Plan Dev 13(2):154–167

    Article  Google Scholar 

  • McNeill JR, Engelke P (2016) The great acceleration: an environmental history of the Anthropocene since 1945. Harvard University Press

    Book  Google Scholar 

  • Mohd FA, Maulud KA, Karim OA, Begum RA, Awang NA, Hamid MA, Abd Razak AH (2018) Assessment of coastal inundation of low lying areas due to sea level rise. In: I.O.P. conference series: earth and environmental science, vol 169, No. 1, p 012046. I.O.P. Publishing

  • Mola F, Shafaei F, Mohamed B (2012) Tourism and the environment: issues of concern and sustainability of southern part of the Caspian Sea Coastal Areas. J Sustain Dev 5:3–2

    Article  Google Scholar 

  • Mouratidis K (2019) Built environment and leisure satisfaction: the role of commute time, social interaction, and active travel. J Transp Geogr 80:102491

    Article  Google Scholar 

  • Mustafa H, Omar B, Mukhiar SNS (2020) Measuring destination competitiveness: an importance-performance analysis (IPA) of six top island destinations in South East Asia. Asia Pac J Tour Res 25(3):223–243

    Article  Google Scholar 

  • Nasution AP, Wibowo EA, Ramdani R, Rofiqah T (2021) Urgensity of environmental management system implementation on oil palm plantation management policies in North Sumatera. J Soc Transform Reg Dev 3(1):1–6

    Google Scholar 

  • Nghia LH (2022) The S.L.I.Q. approach to sustainable tourism development: case study of Hai Tac Islands. In: I.O.P. conference series: earth and environmental science, vol 1028, No. 1, p 012006. I.O.P. Publishing

  • Noronha L, Lourenço N, Lobo Ferreira JP, Lleopart A, Feoli E, Sawkar K, Chachadi A (2002) Coastal tourism, environment, and sustainable development-a road map

  • Panwanitdumrong K, Chen CL (2021) Investigating factors influencing tourists’ environmentally responsible behavior with extended theory of planned behavior for coastal tourism in Thailand. Mar Pollut Bull 169:112507

    Article  CAS  PubMed  Google Scholar 

  • Pathak A, van Beynen PE, Akiwumi FA, Lindeman KC (2021) Impacts of climate change on the tourism sector of a Small Island Developing State: a case study for the Bahamas. Environ Dev 37:100556

    Article  PubMed  Google Scholar 

  • Pigram JJ, Wahab S (1997) Tourism, development, and growth: the challenge of sustainability. Routledge

  • Pouyanjam A, Mahmoodzadeh H (2022) Assessing ecological change and analyzing patterns governing the landscape Case study: Varzeghan county. Iran J Remote Sens G.I.S

  • Priambodo MP, Istiqomah NM, Yunikawati NA, Puspasari EY, Sidi F (2021) Ecotourism strategy for indigenous community to contribute socioeconomic resilient in Pulau Merah area. In: Sixth Padang international conference on economics education, economics, business and management, accounting and entrepreneurship (P.I.C.E.E.B.A. 2020), pp 612–618. Atlantis Press

  • Razalli MR, Abdullah S, Hassan MG (2012) Developing a model for Islamic hotels: Evaluating opportunities and challenges

  • Ribeiro LCDS, Souza KBD, Domingues EP, Magalhães AS (2021) Blue water turns black: economic impact of oil spill on tourism and fishing in Brazilian Northeast. Curr Issue Tour 24(8):1042–1047

    Article  Google Scholar 

  • Ricart S, Villar-Navascués R, Rico-Amorós AM (2021) Water exchange and wastewater reuse to achieve S.D.G. 6: learning from agriculture and urban-tourism coexistence in Benidorm (Spain). Clean Water Sanit 7

  • Ridwana R, Himayah S (2020) Utilization of remote sensing technology and geographic information systems for tourism development. Int J Appl Sci Tour Events 4(2):158–169

    Article  Google Scholar 

  • Robbe E, Woelfel J, Balčiūnas A, Schernewski G (2021) An impact assessment of beach wrack and litter on beach ecosystem services to support coastal management at the Baltic Sea. Environ Manag 68(6):835–859

    Article  Google Scholar 

  • Roccati A, Mandarino A, Perasso L, Robbiano A, Luino F, Faccini F (2021) Large-scale geomorphology of the Entella River floodplain (Italy) for coastal urban areas management. J Maps 17(4):98–112

    Article  Google Scholar 

  • Romero Padilla Y, Cerezo-Medina A, Navarro-Jurado E, Romero Martínez JM, Guevara-Plaza A (2019) Conflicts in the tourist city from the perspective of local social movements

  • Rosales-Chapula DA, Ortega-Ortiz CD, Llamas-González M, Olivos-Ortiz A, Torres-Orozco E, Leon-Lopez B, Romero-Vivas E (2022) Underwater vessel noise in a commercial and tourist bay complex in the Mexican Central Pacific. Cienc Mar 48:1–15

    Article  Google Scholar 

  • Roy P S, Ramachandran RM, Paul O, Thakur PK, Ravan S, Behera MD, Kanawade VP (2022) Anthropogenic land use and land cover changes—a review on its environmental consequences and climate change. J Indian Soc Remote Sens 1–26

  • Safdary R, Soffianian A, Pourmanafi S (2022) Application of landscape metrics and object-oriented remote sensing to detect the spatial arrangement of agricultural land. Quaestiones Geographicae 41(1):25–35

    Article  Google Scholar 

  • Schlüter A, Van Assche K, Hornidge AK, Văidianu N (2020) Land-sea interactions and coastal development: an evolutionary governance perspective. Mar Policy 112:103801

    Article  Google Scholar 

  • Sciaini M, Fritsch M, Scherer C, Simpkins CE (2018) N.L.M.R. and landscapetools: an integrated environment for simulating and modifying neutral landscape models in R. Methods Ecol Evol 9(11):2240–2248

    Article  Google Scholar 

  • Şenol F, Atay Kaya İ (2021) GIS-based mappings of park accessibility at multiple spatial scales: a research framework with the case of Izmir (Turkey). Local Environ 26(11):1379–1397

    Article  Google Scholar 

  • Shien LY, Liu CH, Li YM (2022) How positive and negative environmental behaviours influence sustainable tourism intentions. Sustainability 14(11):6922

    Article  Google Scholar 

  • Shifaw E, Sha J, Li X, Jiali S, Bao Z (2020) Remote sensing and GIS-based analysis of urban dynamics and modelling of its drivers, the case of Pingtan, China. Environ Dev Sustain 22:2159–2186

    Article  Google Scholar 

  • Stevenson M, Thompson J, de Sá TH, Ewing R, Mohan D, McClure R, Woodcock J (2016) Land use, transport, and population health: estimating the health benefits of compact cities. Lancet 388(10062):2925–2935

    Article  PubMed  PubMed Central  Google Scholar 

  • Streimikiene D, Svagzdiene B, Jasinskas E, Simanavicius A (2021) Sustainable tourism development and competitiveness: the systematic literature review. Sustain Dev 29(1):259–271

    Article  Google Scholar 

  • Subramanmian LM (2020) LandMet: landscape metrics tool in Q.G.I.S. to study landscape variability. Doctoral dissertation, New Mexico State University

  • Sun J, Yuan X, Liu G, Tian K (2019) Emergy and eco-exergy evaluation of wetland restoration based on the construction of a wetland landscape in the northwest Yunnan Plateau, China. J Environ Manag 252:109499

    Article  CAS  Google Scholar 

  • Tien NH, Viet PQ, Duc NM, Tam VT (2020) Sustainability of tourism development in Vietnam's coastal provinces. In: World review of entrepreneuship management and sustainable development

  • Tonne C, Adair L, Adlakha D, Anguelovski I, Belesova K, Berger M, Adli M (2021) Defining pathways to healthy sustainable urban development. Environ Int 146:106236

    Article  PubMed  Google Scholar 

  • Wang J, Luo X (2018) Resident perception of dark tourism impact: the case of Beichuan County, China. J Tour Cult Change 16(5):463–481

    Article  Google Scholar 

  • Yahya N, Kebede G, Getachew M, Eshete A (2022) Land use land cover changes and forest fragmentation on the surrounding of selected church forests in Ethiopia. State of the art in Ethiopian church forests and restoration options. Springer, Cham, pp 31–51

    Chapter  Google Scholar 

  • Yao Y, Cheng T, Sun Z, Li L, Chen D, Chen Z, Guan Q (2022) VecLI: a framework for calculating vector landscape indices considering landscape fragmentation. Environ Model Softw 149:105325

    Article  Google Scholar 

  • Zahedi S (2008) Tourism impact on coastal environment. W.I.T. Trans Built Environ 99:45–57

    Article  Google Scholar 

  • Zhang L, Peng J, Liu Y, Wu J (2017) Coupling ecosystem services supply and human ecological demand to identify landscape ecological security pattern: a case study in Beijing–Tianjin–Hebei region, China. Urban Ecosyst 20(3):701–714

    Article  Google Scholar 

  • Zhang Q, Chen C, Wang J, Yang D, Zhang Y, Wang Z, Gao M (2020) The spatial granularity effect, changing landscape patterns, and suitable landscape metrics in the Three Gorges Reservoir Area, 1995–2015. Ecol Ind 114:106259

    Article  Google Scholar 

  • Zhao F, Zhang S, Du Q, Ding J, Luan G, Xie Z (2021) Assessment of the sustainable development of rural minority settlements based on multidimensional data and geographical detector method: a case study in Dehong, China. Socio-Econ Plan Sci 78:101066

    Article  Google Scholar 

  • Zhou L, Hu F, Wang B, Wei C, Sun D, Wang S (2022) Relationship between urban landscape structure and land surface temperature: spatial hierarchy and interaction effects. Sustain Cities Soc 80:103795

    Article  Google Scholar 

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Acknowledgements

The authors gratefully acknowledge the involved government agencies of Peninsular Malaysia who assisted in this project and in the numerous pilots which made this project possible. The authors also thank DID and JUPEM for offering their time.

Funding

The authors would like to thank Universiti Sains Malaysia for funding the Research University Grant entitled Establishing a New Model of Beach Resort Morphology in Coastal Eco-tourism Destination [Grant No. 1001/PPBGN/816230], which made this study and article possible.

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M.B. and A.M.: methodology; M.B. and A.M.: software; M.B. and A.M.: validation; M.B. and A.M.: formal analysis; M.B. and A.M.: investigation; M.B.: A.M.: A.A.: resources; M.B. and A.M.: data curation; M.B. and A.M.: writing—original draft preparation; M.B., A.M., and M.F.A.: visualization; M.B., A.M., and T.M.: supervision; M.B., A.M., and A.A.: project administration; M.B., A.M., and A.A.: funding acquisition; M.B., A.M., and M.F.A.: supervision. M.B. and A.M.: writing—review and editing. All authors have read and agreed to the published version of the manuscript.

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Correspondence to Milad Bagheri.

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Marzuki, A., Bagheri, M., Ahmad, A. et al. Examining transformations in coastal city landscapes: spatial patch analysis of sustainable tourism—a case study in Pahang, Malaysia. Landscape Ecol Eng (2024). https://doi.org/10.1007/s11355-024-00613-w

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