Assessing the Impact of Shoreline Changes on Framework Adaptive Tourism Development (Case Study: Mandiri Beach, Pesisir Barat, Lampung)
DOI:
https://doi.org/10.24114/jg.v18i1.71343Keywords:
Shoreline Change, Tourism Development, Coastal Management, Mandiri Beach, LampungAbstract
This study investigates shoreline changes at Mandiri Beach, Pesisir Barat Regency, Lampung Province, during the period 2013–2024 using the Digital Shoreline Analysis System (DSAS). Landsat imagery was processed through Google Earth Engine (GEE) and ArcGIS, with the Modified Normalized Difference Water Index (MNDWI) applied to delineate land–water boundaries. Shoreline dynamics were quantified using DSAS metrics, including Net Shoreline Movement (NSM) and End Point Rate (EPR). The results reveal significant spatial variability: several segments experienced erosion, particularly in western and northeastern zones, while other areas showed accretion, mainly across gently sloping beaches and river mouths. In the primary research area, abrasion reached a maximum of 1.49 m with an average NSM of 1.41 m, and the End Point Rate indicated a gradual annual abrasion trend of 0.13 m/year. Meanwhile, Mandiri Sejati District exhibited more extreme changes, with maximum accretion of 11.84 m and maximum abrasion of 16.2 m, reflecting high sensitivity to environmental and anthropogenic pressures. These findings highlight the importance of adaptive coastal management framework to mitigate erosion risks and optimise accretion zones for sustainable tourism development. The study contributes to disaster mitigation planning, coastal resource management, and the integration of ecological conservation with tourism utilisation.
References
Arif, D. (2020). Analysis Of Shoreline Dynamics for Coastal Management Practice In Pariaman, West Sumatera. International Journal of GEOMATE, 19. https://doi.org/10.21660/2020.72.ICGeo19
Assifa, S. R., Cahyadi, F. D., & Sasongko, A. S. (2023). Analisis Perubahan Garis Pantai di Pantai Santolo dan Pantai Sayang Heulang, Kabupaten Garut, Tahun 2015-2022. Jurnal Laut Khatulistiwa, 6(3). https://doi.org/10.26418/lkuntan.v6i3.67260
Aunchistha, P.-U. D. B. A. (2025). Resilience and reinvention: knowledge management strategies for community-based tourism in Post-Pandemic Thailand. Sustainable Futures, 9, 100772. https:// doi.org/10.1016/j.sftr.2025.100772
Azad, S., Moghaddassi, N., & Sayehbani, M. (2022). Digital Shoreline Analysis System improvement for uncertain data detection in measurements. Environmental Monitoring and Assessment, 194. https://doi.org/10.1007/s10661-022-10299-y
Aziz, F., Kusratmoko, E., & Mandini, M. D. (2020). Estimation of changes in the lake water level and area using remote sensing techniques (Case study: Lake Toba, North Sumatra). IOP Conference Series: Earth and Environmental Science, 561(1). https://doi.org/10.1088/1755-1315/561/1/012022
Aziz, F., Kusratmoko, E., & Manessa, M. D. M. (2020). Google Earth Engine application for estimating changes in the water surface area of Lake Toba. IOP Conference Series: Earth and Environmental Science, 500(1). https://doi.org/10.1088/1755-1315/500/1/012028
Aziz, F., Sahid, S., & Yanto, N. P. (2023). Analisis Perubahan Garis Pantai Menggunakan Digital Shoreline Analysis System (DSAS) untuk Pengembangan Pariwisata di Kabupaten Samosir. JPG (Jurnal Pendidikan Geografi), 10(1), 153–166. https://doi.org/10.20527/jpg.v10i1.15499
Baig, M. R. I., Ahmad, I. A., Shahfahad, Tayyab, M., & Rahman, A. (2020). Analysis of shoreline changes in Vishakhapatnam coastal tract of Andhra Pradesh, India: an application of digital shoreline analysis system (DSAS). Annals of GIS, 26(4), 361–376. https://doi.org/10.1080/19475683.2020.1815839
Bird, E. (2008). Coastal Geomorphology: An Introduction, Second Edition. John Wiley & Sons Inc.
Castelle, B., Ritz, A., Marieu, V., Nicolae Lerma, A., & Vandenhove, M. (2022). Primary drivers of multidecadal spatial and temporal patterns of shoreline change derived from optical satellite imagery. Geomorphology, 413. https://doi.org/10.1016/j.geomorph.2022.108360
Cooper, C. (2008). Tourism: Principles and Practice. Prentice Hall Financial Times.
Cristiano, C., Camboim, G., & Carla, L. (2020). Beach landscape management as a sustainable tourism resource in Fernando de Noronha Island ( Brazil ). Marine Pollution Bulletin, 150(June 2019), 110621. https://doi.org/10.1016/j.marpolbul.2019.110621
Cristiano, S. da C., Rockett, G. C., Portz, L. C., & Souza Filho, J. R. de. (2020). Beach landscape management as a sustainable tourism resource in Fernando de Noronha Island (Brazil). Marine Pollution Bulletin, 150, 110621. https://doi.org/10.1016/j.marpolbul.2019.110621
Cuong, V., Hung, N., Hoa, T., & Tien Thanh, N. (2024). Shoreline Changes and Sediment Transport along Nhat Le Coast, Vietnam. Engineering, Technology & Applied Science Research, 14, 13493–13501. https://doi.org/10.48084/etasr.6822
Damar Wicaksono, A., Awaluddin, M., & Bashit, N. (2020). Analisis Laju Perubahan Garis Pantai Menggunakan Metode Net Shoreline Movement (Nsm) Dengan Add-In Digital Shoreline Analysis System (Dsas) (Studi Kasus : Pesisir Barat Kabupaten Pandeglang) (Vol. 9, Number 2). https://doi.org/10.14710/jgundip.2020.26919
Dey, M., S, S. P., & Jena, B. K. (2021). A Shoreline Change Detection (2012-2021) and forecasting Using Digital Shoreline Analysis System (DSAS) Tool: A Case Study of Dahej Coast, Gulf of Khambhat, Gujarat, India. The Indonesian Journal of Geography, 53(2), 295–309. https://doi.org/10.22146/ijg.56297
Endarsih, A. E., Kurniasih, A., & Khomarudin, M. R. (2025). Analisis Perubahan Garis Pantai Menggunakan Digital Shoreline Analysis System untuk Mendukung Mitigasi Pesisir Kota Pekalongan, Jawa Tengah. Jurnal Teknologi Lingkungan, 26(1 SE-RESEARCH ARTICLES), 19–30. https://doi.org/10.55981/jtl.2025.3960
Fadly, R., & Dewi, C. (2023). Study of Coastline Shifts on the West Coast of Lampung Using Remote Sensing Data. Jurnal Geocelebes, 7(1), 44–52. https://doi.org/10.20956/geocelebes.v7i1
Febrianty, I. (2017). Strategi Pengembangan Wisata Pesisir Pantai: Studi Kasus Desa Batu Lima, Kuala Tambangan, Kabupaten Tanah Laut, Provinsi Kalimantan Selatan. Dinamika Maritim, 6(1). https://doi.org/http://ojs.umrah.ac.id/index.php/dinamikamaritim
Forst, M. F. (2009). The convergence of Integrated Coastal Zone Management and the ecosystems approach. Ocean and Coastal Management, 52(6), 294–306. https://doi.org/10.1016/j.ocecoaman.2009.03.007
Frantz, D., Haß, E., Uhl, A., Stoffels, J., & Hill, J. (2018). Improvement of the Fmask algorithm for Sentinel-2 images: Separating clouds from bright surfaces based on parallax effects. Remote Sensing of Environment, 215. https://doi.org/10.1016/j.rse.2018.04.046
Gopinath, G., Thodi, M. F. C., Surendran, U. P., Prem, P., Parambil, J. N., Alataway, A., Al-Othman, A. A., Dewidar, A. Z., & Mattar, M. A. (2023). Long-Term Shoreline and Islands Change Detection with Digital Shoreline Analysis Using RS Data and GIS. Water (Switzerland), 15(2). https://doi.org/10.3390/w15020244
Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., & Moore, R. (2017). Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment, 202(2016), 18–27. https://doi.org/10.1016/j.rse.2017.06.031
Hagolle, O., Huc, M., Villa Pascual, D., & Dedieu, G. (2015). A Multi-Temporal and Multi-Spectral Method to Estimate Aerosol Optical Thickness over Land, for the Atmospheric Correction of FormoSat-2, LandSat, VENμS and Sentinel-2 Images. Remote Sensing, 7(3), 2668–2691. https://doi.org/10.3390/rs70302668
Hampton, M. P., Bianchi, R., & Jeyacheya, J. (2024). Dynamics of coastal tourism: drivers of spatial change in South-East Asia. Singapore Journal of Tropical Geography, 45(1), 54–69. https://doi.org/10.1111/sjtg.12512
Hapke, C. J., Kratzmann, M. G., & Himmelstoss, E. A. (2013). Geomorphic and human influence on large-scale coastal change. Geomorphology, 199, 160–170. https://doi.org/10.1016/j.geomorph.2012.11.025
Hassan, M. I., & Rahmat, N. H. (2016). The effect of coastline changes to local community’s socioeconomic. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 42(4W1), 25–36. https://doi.org/10.5194/isprs-archives-XLII-4-W1-25-2016
Hidayat, M. F., Manafi, M. R., Yanuar, Y., Ibnusina, F., Hutahean, A. A., Doktoralina, , Caturina M, Caniago, A., Alisafira, S., Rumingkang, N. S., Sa’badini, S. A., Mangkurat, R. S., Kholil, & Prasetyo Taufik. (2023). Menuju Puncak Pengintegrasian Rencana Tata Ruang Darat Dan Laut. Kementerian Koordinator Bidang Kemaritiman Dan Investasi. https://maritim.go.id/uploads/magazine/20240106110809-2024-01-06magazine110800.pdf
Himmelstoss, E. A., Henderson, R. E., Kratzmann, M. G., & Farris, A. S. (2021). Digital Shoreline Analysis System (DSAS) version 5.1 user guide. In Open-File Report. https://doi.org/10.3133/ofr20211091
Himmelstoss, E., Henderson, R., Kratzmann, M., & Farris, A. (2021). Digital Shoreline Analysis System (DSAS) version 5.1 user guide. In Open-File Report. https://doi.org/10.3133/ofr20211091
Ibrahim, M. L. G., Atmodjo, W., & Widada, S. (2023). Studi Perubahan Garis Pantai Perairan Teluk Awur Kabupaten Jepara Menggunakan DSAS (Digital Shoreline Analysis System) dari Tahun 2012 Sampai 2021. Indonesian Journal of Oceanography, 5(2), 198–206. https://doi.org/10.14710/ijoce.v5i2.16519
Jayasinghe, G. Y., Perera, T. A. N. T., Perera, H. A. T. N., Karunarathne, H. D., Manawadu, L., Weerasinghe, V. P. A., Sewwandi, B. G. N., Haroon, M. H., Malalgoda, C., Amaratunga, D., & Haigh, R. (2024). A systematic literature review on integrating disaster risk reduction (DRR) in sustainable tourism (SusT): Conceptual framework for enhancing resilience and minimizing environmental impacts. International Journal of Disaster Risk Reduction, 111, 104742. https://doi.org/10.1016/j.ijdrr.2024.104742
Jayawardena, C. (2022). What innovations would enable tourism in Sri Lanka to re-build ? 14(6), 586–595. https://doi.org/10.1108/WHATT-06-2022-0070
Kanth, S., Gupta, B., & Mahajan, P. (2022). Climate change and tourism: a paradigm for enhancing tourism resilience in SIDS. Worldwide Hospitality and Tourism Themes, 14. https://doi.org/10.1108/WHATT-07-2022-0081
Krishnan, A., Bhaskaran, P. K., & Kumar, P. (2022). Extreme wind-wave climate projections for the Indian Ocean under changing climate scenarios. Climate Dynamics, 59(3), 649–669. https://doi.org/10.1007/s00382-022-06147-x
Lampung Provincial Government. (2012). Lampung Province Regional Tourism Development Master Plan (RIPPDA).
Liu, N., Xu, Q., & Gao, M. (2024). Digital transformation and tourism listed firm performance in the COVID-19 shock. Finance Research Letters, 63(April), 105398. https://doi.org/10.1016/j.frl.2024.105398
Luijendijk, A., Hagenaars, G., Ranasinghe, R., Donchyts, G., & Aarninkhof, S. (2018). The State of the World’s Beaches. Scientific Reports, 8. https://doi.org/10.1038/s41598-018-24630-6
Maharani, S., Suhana, M. P., & Kurniawati, E. (2023). Pemetaan Perubahan Garis Pantai di Pantai Tanjung Siambang, Pulau Dompak dengan Metode Digital Shoreline Analysis System (DSAS). Jurnal Kelautan: Indonesian Journal of Marine Science and Technology, 16(2), 177–190. https://doi.org/10.21107/jk.v16i2.18298
Mapaliey, D. T. D., Fathurrohmah, S., & Ragil, C. (2021). Pengaruh Dinamika Garis Pantai Terhadap Kegiatan Pariwisata di Pesisir Bantul, Daerah Istimewa Yogyakarta. MATRA, 2, 19–28.
Masancay, F., & Jiménez, L. (2024). Predicting the unseen: A shoreline shift analysis and prediction along Mayo Bay, Davao Oriental. Davao Research Journal, 15, 19–45. https://doi.org/10.59120/drj.v15i4.269
Mutaqin, B., Munandar, A., Jatmiko, J., Harini, R., & Purnama, Ig. L. (2024). Statistical Analysis of Short-Term Shoreline Change Behavior Along The Southern Cilacap Coasts of Indonesia. Geoplanning: Journal of Geomatics and Planning, 11, 165–176. https://doi.org/10.14710/geoplanning.11.2.165-176
Mutaqin, B. W. (2017). Shoreline changes analysis in Kuwaru coastal area, Yogyakarta, Indonesia: An application of the digital shoreline analysis system (DSAS). International Journal of Sustainable Development and Planning, 12(7), 1203–1214. https://doi.org/10.2495/SDP-V12-N7-1203-1214
Naik, S., Mandal, S., & Mazumdar, J. (2026a). The effect of shoreline changes on the development of coastal tourism. Regional Studies in Marine Science, 104847. https://doi.org/10.1016/j.rsma.2026.104847
Naik, S., Mandal, S., & Mazumdar, J. (2026b). The effect of shoreline changes on the development of coastal tourism. Regional Studies in Marine Science, 104847. https://doi.org/10.1016/j.rsma.2026.104847
Nidhinarangkoon, P., Ritphring, S., Kino, K., & Oki, T. (2023). Shoreline Changes from Erosion and Sea Level Rise with Coastal Management in Phuket, Thailand. Journal of Marine Science and Engineering, 11(5). https://doi.org/10.3390/jmse11050969
Oyedotun, T. D. T. (2014). Shoreline Geometry: DSAS as a Tool for Historical Trend Analysis. Geomorphological Techniques. https://doi.org/2047-0371
Pardo-Pascual, J., Almonacid-Caballer, J., Ruiz, & Palomar-Vázquez. (2012). Automatic extraction of shorelines from Landsat TM and ETM multi-temporal images with subpixel precision. Remote Sensing of Environment, 123, 1–11. https://doi.org/10.1016/j.rse.2012.02.024
Purwanti, R., & Koestoer, R. H. (2024). Tinjauan Perubahan dan Prediksi Garis Pantai: Studi Perbandingan Kasus di Sri Lanka dan Indonesia. Journal of Marine Research, 13(2), 203–211. https://doi.org/10.14710/jmr.v13i2.40428
Quang, D. N., Ngan, V. H., Tam, H. S., Viet, N. T., Tinh, N. X., & Tanaka, H. (2021). Long-Term Shoreline Evolution Using DSAS Technique: A Case Study of Quang Nam Province, Vietnam. Journal of Marine Science and Engineering, 9(10). https://doi.org/10.3390/jmse9101124
Romero-martín, R., Garola, A., Valdemoro, H. I., & Jim, A. (2025). Adapting beaches to sea level rise : A sediment-based strategy for protecting coastal tourism in Catalonia ( NW Mediterranean ). 267(April), 0–11. https://doi.org/10.1016/j.ocecoaman.2025.107729
Saad, R., Gérard, J. A., & Gérard, P. (2024). Analyzing Coastline Alterations through Remote Sensing and Detect the Factors that Lead to this Phenomenon: An Investigative Example of Tyre Shoreline, South Lebanon. International Journal of Agriculture & Environmental Science, 11(3), 24–38. https://doi.org/10.14445/23942568/ijaes-v11i3p104
Simarmata, N., Wijayanti, G., Nadzir, Z. A., Al Farishi, B., & Hendrawan, R. (2025). GIS-based Geospatial Risk Modeling of Extreme Waves and Abrasion on the West Coast of Sumatra. ILMU KELAUTAN Indonesian Journal of Marine Sciences, 30, 411–424. https://doi.org/10.14710/ik.ijms.30.3.411-424
Trung, P., Mau, L., Hieu, T., Tran Van, B., Lau, V.-K., & Hai, N. (2025). Change of Coastline and Beach of Nha Trang Bay (pp. 241–263). https://doi.org/10.1007/978-3-031-81958-2_11
Vermote, E., Justice, C., Claverie, M., & Franch, B. (2016). Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product. Remote Sensing of Environment, 185. https://doi.org/10.1016/j.rse.2016.04.008
Wang, H., Xu, D., Zhang, D., Pu, Y., & Luan, Z. (2022). Shoreline Dynamics of Chongming Island and Driving Factor Analysis Based on Landsat Images. Remote Sensing, 14(14). https://doi.org/10.3390/rs14143305
Wang, Q., Ma, Y., Cheng, Z., & Du, Y. (2023). Coastline changes under natural and anthropogenic drivers in a macro-tidal estuary between 2000 and 2020. Frontiers in Marine Science, 10. https://doi.org/10.3389/fmars.2023.1335064
Xu, H. (2006). Modification of the normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. International Journal of Remote Sensing, 27(14), 3025–3033. https://doi.org/10.1080/01431160600589179
Zhang, F., Lv, Y., & Islam, N. (2024). International Journal of Disaster Risk Reduction Resilience and recovery : A systematic review of tourism governance strategies in disaster-affected regions. International Journal of Disaster Risk Reduction, 103(June 2023), 104350. https://doi.org/10.1016/j.ijdrr.2024.104350
Zhu, Z., & Woodcock, C. (2014). Automated cloud, cloud shadow, and snow detection in multitemporal Landsat data: An algorithm designed specifically for monitoring land cover change. Remote Sensing of Environment, 152, 217–234. https://doi.org/10.1016/j.rse.2014.06.012
Zientarski, P. B., & Such-Pyrgiel, M. (2019). Sustainable Tourism Development in the Era of Digital Transformation Dijital Dönüşüm Çağında Sürdürülebilir Turizm in Gelişimi. https://doi.org/10.26466/opus.530216
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