Multivariate analysis and modeling of shoreline changes using geospatial data

References

• Achmad E, Nursanti N, Fazriyas F, Jayanti, DP, Marwoto. 2020. Studi kerapatan mangrove dan perubahan garis pantai tahun 1989-2018 di Pesisir Provinsi Jambi. JPSL. 10(2):138–152.
   Google Scholar
• Aerts JC. 2018. A review of cost estimates for flood adaptation. Water. 10(11):1646.
   Web of Science ®Google Scholar
• Akbar AA, Sartohadi J, Djohan TS, Ritohardoyo S. 2017. The role of breakwaters on the rehabilitation of coastal and mangrove forests in West Kalimantan, Indonesia. Ocean Coast Manage. 138:50–59.
   Web of Science ®Google Scholar
• Aladwani NS. 2022. Shoreline change rate dynamics analysis and prediction of future positions using satellite imagery for the southern coast of Kuwait: a case study. Oceanologia. 64(3):417–432.
   Web of Science ®Google Scholar
• Amukti R, Adji AS, Ruslan S. 2020. Analysis of shoreline shift using satellite imagery near Makassar City. J Geoscience Eng Environ Technol. 5(3):133–138.
   Google Scholar
• Ankrah J, Monteiro A, Madureira H. 2022. Bibliometric analysis of data sources and tools for shoreline change analysis and detection. Sustainability. 14(9):4895.
   Web of Science ®Google Scholar
• Azhar MM, Maulud KNA, Selamat SN, Khan MF, Jaafar O, Jaafar WSWM, Abdullah SMS, Toriman ME, Kamarudin MKA, Gasim MB, et al. 2018. Impact of shoreline changes to the coastal development. IJET. 7(3.14):191–195.
   Google Scholar
• Boak EH, Turner IL. 2005. Shoreline definition and detection: a review. J Coast Res. 214(4):688–703.
   Google Scholar
• Dede M, Asdak C, Setiawan I. 2021. Spatial dynamics model of land use and land cover changes: a comparison of CA, ANN, and ANN-CA. Regist j Ilm Teknol Sist Inf. 8(1):38–49.
   Google Scholar
• Devoy RJ. 2008. Coastal vulnerability and the implications of sea-level rise for Ireland. J Coast Res. 242(2):325–341.
   Google Scholar
• Directorate of Spatial Planning and Land Affairs [DSPLA] 2015. Spatial profile of West Kalimantan. Jakarta, Indonesia: Indonesian Ministry of National Development Planning.
   Google Scholar
• ervita K, Marfai MA. 2017. Shoreline change analysis in Demak, Indonesia. JEP. 08(08):940–955.
   Google Scholar
• Gonçalves G, Santos S, Duarte D, Gomes J. 2019. Monitoring Local Shoreline Changes by Integrating UASs, Airborne LiDAR, Historical Images and Orthophotos. Proceedings of the 5th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM). Scitepress.
   Google Scholar
• Goodwin ID, Ribó M, Mortlock T. 2020. Coastal sediment compartments, wave climate and centennial-scale sediment budget. Sandy Beach Morphodynamics. Amsterdam: elsevier.
   Google Scholar
• Gopinath G, Seralathan P. 2005. Rapid erosion of the coast of Sagar island. Environ Geol. 48(8):1058–1067.
   Google Scholar
• Griggs G, Reguero BG. 2021. Coastal adaptation to climate change and sea-level rise. Water. 13(16):2151.
   Web of Science ®Google Scholar
• Chrisben Sam S, Gurugnanam B. 2022. Coastal transgression and regression from 1980 to 2020 and shoreline forecasting for 2030 and 2040, using DSAS along the southern coastal tip of Peninsular India. Geodesy and Geodynamics. 13:585–594.
   Google Scholar
• Hakim LL. 2017. [Cost and benefit analysis for coastal management: A case study of improving aquaculture and mangrove restoration management in Tambakbulusan Village Demak Indonesia]. [Master Thesis]. Wageningen University and Research Centre. https://library.wur.nl/WebQuery/theses/2217619.
   Google Scholar
• Harini R, Susilo B, Sarastika T, Supriyati S, Satriagasa MC, Ariani RD. 2017. The survival strategy of households affected by tidal floods: the cases of two villages in the Pekalongan coastal area. For Geo. 31(1):163–175.
   Google Scholar
• Harley MD, Kinsela MA, Sánchez-García E, Vos K. 2019. Shoreline change mapping using crowd-sourced smartphone images. Coast Eng. 150:175–189.
   Web of Science ®Google Scholar
• Hassan MI, Rahmat NH. 2016. The effect of coastline changes to local community’s social-economic. Int Arch Photogramm Remote Sens Spatial Inf Sci. XLII-4/W1:25–36.
   Google Scholar
• Heo J, Kim JH, Kim JW. 2009. A new methodology for measuring coastline recession using buffering and non‐linear least squares estimation. Int J Geograph Inf Sci. 23(9):1165–1177.
   Web of Science ®Google Scholar
• Himmelstoss EA. 2009. DSAS 4.0 installation instructions and user guide. Digital Shoreline Analysis System (DSAS) version 4.0 — An ArcGIS Extension for Calculating Shoreline Change: u.S. Geological Survey Open-File Report 2008-1278. Washington: united States Geological Survey.
   Google Scholar
• Ilman M, Dargusch P, Dart, P, Onrizal. 2016. A historical analysis of the drivers of loss and degradation of Indonesia’s mangroves. Land Use Policy. 54:448–459.,
   Web of Science ®Google Scholar
• Ismail SZ, Zulkifley MA, Hussain A, Mustafa MM, Muad AM. 2017. Automated shoreline detection using natural colour composite on SPOT 5 satellite imagery. Adv Sci Lett. 23(5):4601–4604.
   Google Scholar
• Jana A, Maiti S, Biswas A. 2016. Analysis of short-term shoreline oscillations along Midnapur-Balasore Coast, Bay of Bengal, India: a study based on geospatial technology. Model Earth Syst Environ. 2(2):1–10.
   Web of Science ®Google Scholar
• Jana A, Maiti S, Biswas A. 2016. Seasonal change monitoring and mapping of coastal vegetation types along Midnapur-Balasore Coast, Bay of Bengal using multi-temporal Landsat data. Model Earth Syst Environ. 2(1):1–12.
   Google Scholar
• Jana A, Maiti S, Biswas A. 2017. Appraisal of long-term shoreline oscillations from a part of coastal zones of Sundarban delta, Eastern India: a study based on geospatial technology. Spat Inf Res. 25(5):713–723.
   Web of Science ®Google Scholar
• Kamarudin MKA, Abd Wahab N, Abu Samah MA, Baharim NB, Mostapa R, Umar R, Maulud KNA, Arifin MH, Saad MHM, Bati SNAM. 2020. Potential of field turbidity measurements for computation of total suspended solid in Tasik Kenyir, Terengganu, Malaysia. DWT. 187:11–16.
   Web of Science ®Google Scholar
• Karlonienė D, Pupienis D, Jarmalavičius D, Dubikaltinienė A, Žilinskas G. 2021. The impact of coastal geodynamic processes on the distribution of trace metal content in sandy beach sediments, South-Eastern Baltic Sea coast (Lithuania). Appl Sci. 11(3):1106.
   Google Scholar
• Kim H, Lee SB, Min KS. 2017. Shoreline change analysis using airborne LiDAR bathymetry for coastal monitoring. J Coast Res. 79:269–273.
   Google Scholar
• Kumar PD, Gopinath G, Laluraj CM, Seralathan P, Mitra D. 2007. Change detection studies of Sagar Island, India, using Indian remote sensing satellite 1C linear imaging self-scan sensor III data. Journal of Coastal Research. 23(6):1498–1502.
   Web of Science ®Google Scholar
• Kumar PD, Gopinath G, Murali RM, Muraleedharan KR. 2014. Geospatial analysis of long-term morphological changes in Cochin estuary, SW coast of India. J Coast Res. 30(6):1315–1320.
   Web of Science ®Google Scholar
• Kusmana C. 2014. Distribution and current status of mangrove forests in Indonesia. Mangrove ecosystems of Asia. New York: springer.
   Google Scholar
• Lam KC, Jaafar M, Halime LAR, Asnawi NH, Rose RAC. 2020. Analysis of land use and land cover change of Sidon City, Lebanon. GEOGRAFIA. 16(3):108–130.
   Google Scholar
• Lee SC, Hashim R, Motamedi S, Song KI. 2014. Utilization of geotextile tube for sandy and muddy coastal management: a review. Sci World J. 2014:494020.
   Google Scholar
• Lord M, Chang S. 2018. West Kalimantan integrated border area development. MPRA Paper No. 86537. https://mpra.ub.uni-muenchen.de/86537/.
   Google Scholar
• Mancino G, Ferrara A, Padula A, Nolè A. 2020. Cross-comparison between Landsat 8 (OLI) and Landsat 7 (ETM+) derived vegetation indices in a Mediterranean environment. Remote Sens. 12(2):291.
   Google Scholar
• Marfai MA. 2014. Impact of sea level rise to coastal ecology: a case study on the northern part of Java Island, Indonesia. Quaestiones Geographicae. 33(1):107–114.
   Google Scholar
• Maulud KNA, Rafar RM. 2015. August Determination the impact of sea level rise to shoreline changes using GIS. In International Conference on Space Science and Communication (IconSpace 2015) (pp. 352–357). IEEE.
   Google Scholar
• Mickovski SB, Santos O, Ingunza PMD, Bressani L. 2015. Coastal slope instability in contrasting geo-environmental conditions. Proceedings of the XVI ECSMGE Geotechnical Engineering for Infrastructure and Development. ICE Publishing.
   Google Scholar
• Mohamad MF, Lee LH, Samion MKH. 2014. Coastal vulnerability assessment towards sustainable management of Peninsular Malaysia coastline. IJESD. 5(6):533–538.
   Google Scholar
• Mohd FA, Maulud KNA, Begum RA, Selamat SN, Karim OA. 2018. Impact of shoreline changes to Pahang coastal area by using geospatial technology. JSM. 47(5):991–997.
   Google Scholar
• Mujabar PS, Chandrasekar N. 2012. Dynamics of coastal landform features along the southern Tamil Nadu of India by using remote sensing and Geographic Information System. Geocarto Int. 27(4):347–370.
   Web of Science ®Google Scholar
• Mutaqin BW. 2017. Shoreline changes analysis in Kuwaru coastal area, Yogyakarta, Indonesia: an application of the digital shoreline analysis system (DSAS). Int J SDP. 12(07):1203–1214.
   Google Scholar
• Nassar K, Mahmod WE, Fath H, Masria A, Nadaoka K, Negm A. 2019. Shoreline change detection using DSAS technique: case of North Sinai coast, Egypt. Mar Georesour Geotechnol. 37(1):81–95.
   Web of Science ®Google Scholar
• Nicholls RJ, Dawson RJ, Day SA. 2015. Broad scale coastal simulation: new techniques to understand and manage shorelines in the third millennium. Dordrecht, Netherlands: Springer.
   Google Scholar
• Noor NM, Maulud KNA. 2022. Coastal vulnerability: a Brief Review on Integrated Assessment in Southeast Asia. JMSE. 10(5):595.
   Google Scholar
• Nurbayani S, Dede M. 2022. The effect of COVID-19 on white-collar workers: the DPSIR model and its semantic aspect in Indonesia. Int J Soc Cult Language. 10(2):1–16.
   Google Scholar
• Ozesmi SL, Bauer ME. 2002. Satellite remote sensing of wetlands. Wetlands Ecol Manage. 10(5):381–402.
   Google Scholar
• Pampanglola SMNT, Handoko EY. 2019. Estimation of sea-level variability around the Java Sea and Karimata Strait using Cryosat-2 Altimeter. IOP Conf Ser: earth Environ Sci. 389:012021.
   Google Scholar
• Parwati E, Purwanto AD. 2017. Time series analysis of total suspended solid (TSS) using Landsat data in Berau coastal area, Indonesia. IJReSES. 14(1):61–70.
   Google Scholar
• Prasetya G. 2007. Protection from coastal erosion (thematic paper: the role of coastal forests and trees in protecting against coastal erosion). Coastal Protection in the Aftermath of the Indian Ocean Tsunami: what Role for Forests and Trees?. Bangkok: FAO Regional Office for Asia and the Pacific. https://www.fao.org/3/ag127e/ag127e00.htm.
   Google Scholar
• Richards DR, Friess DA. 2016. Rates and drivers of mangrove deforestation in Southeast Asia, 2000–2012. Proc Natl Acad Sci U S A. 113(2):344–349.
   PubMed Web of Science ®Google Scholar
• Robaina LEDS, Trentin R. 2020. Automated classification of landforms with GIS support. Mercator-Revista de Geografia da UFC. 19(1):1–16.
   Google Scholar
• Ruggiero P, Kratzmann MG, Himmelstoss EA, Reid D, Allan J, Kaminsky G. 2013. National assessment of shoreline change: historical shoreline change along the Pacific Northwest coast. US Geological Survey, Washington, USA.
   Google Scholar
• Rutten J, Ruessink BG, Price TD. 2018. Observations on sandbar behaviour along a man‐made curved coast. Earth Surf Process Landforms. 43(1):134–149.
   Web of Science ®Google Scholar
• Salehi H, Shamsoddini A, Mirlatifi SM, Mirgol B, Nazari M. 2021. Spatial and temporal resolution improvement of actual evapotranspiration maps using Landsat and MODIS data fusion. Front Environ Sci. 9:795287.
   Web of Science ®Google Scholar
• Selamat SN, Maulud KA, Jaafar O, Ahmad H. 2017. Extraction of shoreline changes in Selangor coastal area using GIS and remote sensing techniques. J Phys Conf Ser. 852 012031: 1–9.
   Google Scholar
• Sunardi S, Nursamsi I, Dede M, Paramitha A, Arief MCW, Ariyani M, Santoso P. 2022. Assessing the Influence of land-use changes on water quality using remote sensing and GIS: a study in Cirata reservoir. Sci Technol Indonesia. 7(1):106–114.
   Google Scholar
• Susiati H, Dede M, Widiawaty MA, Ismail A, Udiyani PM. 2022a. Site suitability-based spatial-weighted multicriteria analysis for nuclear power plants in Indonesia. Heliyon. 8(3):e09088.
   PubMed Web of Science ®Google Scholar
• Susiati H, Widiawaty MA, Dede M, Akbar AA, Udiyani PM. 2022b. Modeling of shoreline changes in West Kalimantan using remote sensing and historical maps. Int J Conserv Sci. 13(3):1043–1056.
   Web of Science ®Google Scholar
• Susilawati S, Mefianti D. 2018. Alternative of coastal erosion countermeasures in Bungin, Luwuk District, Banggai Regency. JTSP. 20(1):41–46.
   Google Scholar
• Topliss BJ, Almos CL, Hill PR. 1990. Algorithms for remote sensing of high concentration, inorganic suspended sediment. Int J Remote Sens. 11(6):947–966.
   Web of Science ®Google Scholar
• Van den Broeck N. 2017. [Coastal protection with respect to climate change: Practical application on the Belgian coast]. [Master Thesis]. KU Leuven. https://riunet.upv.es/handle/10251/90533.
   Google Scholar
• Van Rijn LC. 2011. Coastal erosion and control. Ocean Coast Manage. 54(12):867–887.
   Web of Science ®Google Scholar
• Vargas V. H, Uribe E, Castellanos OM, Ríos CA. 2016. Coastal landforms caused by deposition and erosion along the shoreline between Punta Brava and Punta Betín, Santa Marta, Colombian Caribbean. Revista de la Academia Colombiana de Ciencias Exactas Físicas y Naturales. 40(157):664–682.
   Google Scholar
• Wicaksono A, Wicaksono P, Khakhim N, Mohammad N, Farda MAM. 2018. Tidal correction effects analysis on shoreline mapping in Jepara Regency. JAGI. 2(2):145–151.
   Google Scholar
• Widiawaty MA. 2019. Mari Mengenal sains informasi geografis. Bandung, Indonesia: Aria Mandiri Group.
   Google Scholar
• Widiawaty MA, Lam KC, Dede M, Asnawi NH. 2022. Spatial differentiation and determinants of COVID-19 in Indonesia. BMC Public Health. 22(1):1030. 10.1186/s12889-022-13316-4.
   PubMed Web of Science ®Google Scholar
• Widiawaty MA, Nandi N, Murtianto H. 2020. Physical and social factors of shoreline change in Gebang, Cirebon Regency 1915–2019. JAGI. 4(1):327–334.
   Google Scholar
• Widiawaty MA, Nandi N, Murtianto H. 2021. Dampak fisik dan sosial perubahan garis pantai di Kecamatan Gebang, Kabupaten Cirebon. SNG. 4:667–678.
   Google Scholar
• Wurjanto A, Susiati H, Ajiwibowo H. 2020. Tsunami hazards along coastal area of West Kalimantan Province, Indonesia. GEOMATE. 18(69):151–158.
   Google Scholar
• Yates ML, Guza RT, O'Reilly WC. 2009. Equilibrium shoreline response: observations and modeling. J Geophys Res. 114(C9):9014–9014.
   Google Scholar
• Yen NH, Kim, TL. 2020. Coastline changes detection from Sentinel–1 satellite imagery using spatial fuzzy clustering and interactive thresholding method in Phan Thiet, Binh Thuan. Vietnam J Hydrometeorol. 6:1–10.
   Google Scholar
• Zhang K, Douglas BC, Leatherman SP. 2004. Global warming and coastal erosion. Clim Change. 64(1/2):41–58. CLIM.0000024690.32682.48.
   Web of Science ®Google Scholar