Monitoring of coastline change using Sentinel-2A and Landsat 8 data, a case study of Cam Pha city - Quang Ninh province

Duong Thi Loi, Dang Vu Khac, Dao Ngoc Hung, Nguyen Thanh Dong, Dinh Xuan Vinh, Christinae Weber
Author affiliations

Authors

  • Duong Thi Loi Hanoi National University of Education, 136 Xuan Thuy, Cau Giay, Hanoi, Vietnam
  • Dang Vu Khac Hanoi National University of Education, 136 Xuan Thuy, Cau Giay, Hanoi, Vietnam
  • Dao Ngoc Hung Hanoi National University of Education, 136 Xuan Thuy, Cau Giay, Hanoi, Vietnam
  • Nguyen Thanh Dong Vietnam Academy of Sciences and Technologies, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam
  • Dinh Xuan Vinh Hanoi University of Natural Resources and Environment, 41A, Phu Dien, Bac Tu Liem, Hanoi, Vietnam
  • Christinae Weber URM TETIS, Centre National Recherche Scientifique, Avenue Agropolis, 34398 Montpellier Cedex 5, France

DOI:

https://doi.org/10.15625/2615-9783/16066

Keywords:

Coastline change, Sentinel-2A, Landsat 8, Normalized Difference Water Index

Abstract

The main purpose of this study is to evaluate the performance of Sentinel - 2A and Landsat 8 data in monitoring coastline change from 1999 to 2018 at Cam Pha city, Quang Ninh province. Both data were collected under similar conditions of time and weather features to minimize the differences in interpretation results caused by these factors. The coastline was extracted from Sentinel-2A and Landsat 8 in 2018 by using the Normalized Difference Water Index (NDWI). Coastline map from Quang Ninh Department of Natural Resources and Environment with a scale of 1: 50.000 in 1999 was used as a reference of the same mask and overlaid on coastline maps in 2018 to identify the changes in the study area. The data from fieldwork and Google Earth was used to evaluate the accuracy and make comparative comments. The results presented that changes dramatically occurred between 1999 and 2018 with the accretion process prevailing. This process took place quite strongly on the East and Southeast coast while the erosion process only occurred with small areas at scattered points in the study area. The results also showed that the overall classification accuracy of Sentinel-2A imagery (95.0%) was slightly higher than that of Landsat-8 (87.5%). The combined use of Landsat-Sentinel-2 imagery is expected to generate reliable data records for continuous detecting of coastline changes.

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References

Alesheikh A., Ghorbanali A., Nouri N., 2007. Coastline change detection using remote sensing. Int. J. Environ. Sci. Tech., 4(1), 61-66.

Aliakbar Rasuly, Rezvan Naghdifar, Mehdi Rasoli, 2010. Monitoring of Caspian Sea Coastline Changes Using Object-Oriented Techniques. Procedia Environmental Sciences, 2, 416-426.

Apostolos Papakonstantinou, Konstantinos Topouzelis, Gerasimos Pavlogeorgatos, 2016. Coastline Zones Identification and 3D Coastal Mapping Using UAV Spatial Data. International journal of Geo-information, 5, 75.

Aurélie C. Shapiro, Carl C. Trettin, Helga Küchly, Sadroddin Alavinapanah and Salomão Bandeira, 2015. The Mangroves of the Zambezi Delta: Increase in Extent Observed via Satellite from 1994 to 2013. Remote Sensing, 7, 16504-16518.

Bakirman T., Gumusay M.U., Tuney I., 2016. Mapping of the seagrass cover along the meiderranear coast of Turkey using Landsat 8-OLI images. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science, XXII ISPRS Congress, Prague, Czech Republic, 1103-1105.

Binh Thai Pham, Indra Prakash, 2018. Application of Simple Remote Sensing Techniques for the Detection and Extraction of Coastline-A Case Study of Diu Island, India. Indian Journal of Ecology, 45(4), 778-784.

Boak E.H, Turner I.L., 2005. Shoreline Definition and Detection: A Review. Journal of Coastal Research, 21(4), 688-703.

Bui Quang Dung, Uong Dinh Khanh, 2016. The length of the coastline of Vietnam (continental part) is calculated based on the national topographic map system at scale of 1:50,000, Vietnam Journal of Marine Science and Technology, 16(3), 221-227 (in Vietnamese).

Bui Thi Kien Trinh, Nguyen Manh Cuong, 2018. Analysis of changes in the coastline of Nha Trang in Khanh Hoa province using Remote Sensing technology and Geographic Information System. Journal of Water Resources and Environmental Engineering, 63, 120-127 (in Vietnamese).

Ceccato P., Flasse S., Gregoire J.M., 2002. Designing a spectral index to estimate vegetation water content from remote sensing data: Part 2. Validation and applications. Remote Sensing of Environment, 82, 198-207.

Claire Cassé, Pham Bach Viet, Pham Thi Ngoc Nhung, Hoang Phi Phung, Lam Dao Nguyen, 2012. Remote Sensing Application For coastline Detection In Ca Mau, Mekong Delta. Proceeding of International Conference on Geometics for spatial Infrastructure development in Earth and Allied Science-GIS IDEAS 2012. Ho Chi Minh city 16-20/October/2012. JVGC (Japan - Vietnam GeoInformatic Consortium) Technique Document, 2, 199-204.

Dang Thi Ngoc., 2011, Geographical basis for environmental protection orientation of Ha Long Bay natural heritage area, Quang Ninh province. Master Thesis, University of Science (in Vietnamese).

Dao Dinh Cham, Nguyen Thai Son, Nguyen Quang Minh, 2013, Application of remote sensing technology and geographic information system in assessing the evolution of coastal alluvial ground in Cua Day through periods (1996-2011). Vietnam Journal of Earth Sciences, 35(4), 349-356 (in Vietnamese).

Davood Heidari, Zahra Azizi, Saeed Behzadi, 2018. Monitoring Coastline Change Using Satellite Imagery (A case study of Zrewar Lake, IRAN). International Journal of Lakes and Rivers., 11, 1-12.

Dethier M.N., Harper J., 2011. Treatise on Estuarine and Coastal Science. Elsevier Inc., 1, 61-74.

Dong Jiang, Mengmeng Hao, Jingying Fu, 2016. Monitoring the Coastal Environment Using Remote Sensing and GIS Techniques. In Applied Studies of Coastal and Marine Environments, Chapter, 15, 353-386.

Ford, IMurray Ford., 2013. Shoreline changes interpreted from multitemporal aerial photographs and high resolution satellite images: Wotje Atoll, Marshall Islands. Remote SensingEnvironment, 135, 130-40.

Gao B., 1996. NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space. Remote sensing of Environment, 58(3), 257-266.

Le Tissier M.D.A., Buddemeier R., Parslow J., Swaney D.P., Crossland C.J., Smith S.V., Whyte H.A.Y., Dennison W.C., Hills J.M., Kremer H.H., 2006. The role of the coastal ocean in the disturbed and undisturbed nutrient and carbon cycles - A management perspective. Land-Ocean Interactions in the Coastal Zone Core Project, Germany. Available online: http://www.oas.org/dsd/loiczgefversion.pdf. http://www.oas.org/dsd/loiczgefversion.pdf.">

Liu C., Xiao Y., Yang J., 2017. A coastline detection method in polarimetric SAR images mixing the region-based and edge-based active contour models. IEE Trans. Geosci. Remote Sens, 55(7), 3735-3747.

McFeeters S.K., 1996. The use of Normalized Difference Water Index (NDWI) in the delineation of open water feature. International Journal of Remote Sensing, 17(7), 1425-1432.

Mitchell B.L., Stuart R.P., Chris M.R., 2012. Long term land cover and seagrass mapping using Landsat and object-based image analysis from 1972 to 2010 in the coastal environment of South East Queensland, Australia. ISPRS Journal of Photogrammetry and Remote Sensing, 71, 34-46.

Mohamed T. Elnabwy, Emad Elbeltagi, Mahmoud M. El Banna, Ibrahim Motawa, Mosbeh R. Kaloop, 2020. An Approach Based on Landsat Images for Shoreline Monitoring to Support Integrated Coastal Management-A Case Study, Ezbet Elborg, Nile Delta, Egypt. International Journal of Geo-information, 9, 1-19.

Nguyen Thi Kim Hoan, 1985. Mineral geology along the coast of Vietnam. Vietnam Academy of Sciences (in Vietnamese).

Nguyen Van Thao, 2015. Doctoral Thesis, Research on topographic changes in relation to ecosystems in coastal areas of Quang Ninh province on the basis of application of remote sensing and GIS technology. Hanoi National University of Science. (In Vietnamese).

Nguyen Van Thao, Dang Van Bao, Tran Dinh Lan, 2013. Distribution change of typical ecosystems in the coastal area of Quang Ninh, Vietnam Journal of Marine Science and Technology, 13(4), 349-356 (in Vietnamese).

Oertel G.F., 2005. Coasts, Coastlines, Shores, and Shorelines. In: Schwartz M.L. (eds) Encyclopedia of Coastal Science. Encyclopedia of Earth Science Series. Springer. Available online: https://doi.org/10.1007/1-4020-3880-1_94. https://doi.org/10.1007/1-4020-3880-1_94.">

Pham Huy Tien, Tran Duc Thanh, Bui Hong Long, Nguyen Van Cu, 2002. The results of research on erosion and sedimentation in the coastal estuary of Vietnam. Vietnam Journal of Marine Science and Technology, 2(4), 12-26 (in Vietnamese).

Putu Aryastana, Ardantha, Kadek Windy Candrayana, 2018. Coastline change analysis and erosion prediction using satellite images. MATEC Web of Conferences, 197, 1-4.

Rasuly A.N., 2010. Monitoring of Caspian Sea coastline changes using object-oriented techniques. Procedia Environmental Sciences, 2, 416-426.

Robert Chastain I.H., 2019. Empirical cross sensor comparison of Sentinel-2A and 2B MSI, Landsat-8 OLI, and Landsat-7 ETM+ top of atmosphere spectral characteristics over the conterminous United States. Remote Sensing of Environment, 221, 274-285.

Seynabou Toure, Oumar Diop, Kidiyo Kpalma, Amadou Seidou Maiga., 2019. Shoreline Detection using Optical Remote Sensing: A Review. International of Geo-information, 8, 75pp.

Tran Dinh Lan, Tran Dinh Dien, Tran Duc Thanh, Nguyen Van Thao, Do Thu Huong, 2005. Application of remote sensing to monitor coastal erosion and change in Tam Giang, Cau Hai lagoon. Proceedings of the National Workshop on Thua Thien Hue, 277-287 (in Vietnamese).

Tran Quoc Cuong, 2004. Application of geographic information system and remote sensing to assess the impact of open coal mining on topography and coastline of Cam Pha - Cua Ong region. Available online: http://www.idm.gov.vn/nguon_luc/Xuat_ban/2004/A283/a61.htm (in Vietnamese). http://www.idm.gov.vn/nguon_luc/Xuat_ban/2004/A283/a61.htm (in Vietnamese).">

Tran Thi Phuong, Truong Do Minh Phuong, Trinh Ngan Ha, Huynh Van Chuong, 2019. Application of remote sensing and participatory GIS in mapping spatial distribution of irrigation water for paddy rice area in context of drought in Hoa Vang district, Da Nang city. Hue University Journal of Science, 45(4), 778-784 (in Vietnamese).

United Nation, Factsheet: People and Oceans. Available online: https://www.un.org/sustainabledevelopment/wp-content/uploads/2017/05/Ocean-fact-sheet-package.pdf. https://www.un.org/sustainabledevelopment/wp-content/uploads/2017/05/Ocean-fact-sheet-package.pdf.">

Wang Y., Moskovits D.K., 2001. Tracking fragmentation of natural communities and changes in land cover: Application of Landsat data for conservation in an urban land-scape (Chicago Wilderness). Conservation Biology, 15(4), 835-843.

Werner F.E., Blanton B.O., 2008. Encyclopedia of Ocean Sciences (Second Edition). Elsevier Ltd.

Winarso G., Budhiman S., 2001. The potential application. Proc. 22nd. Asian Conference on Remote Sensing, Singapore. Available on: http://www.crisp.nus.edu.sg/~acrs2001. http://www.crisp.nus.edu.sg/~acrs2001.">

Yanxia Liu, Haijun Huang, Zhongfeng Qiu, Jianyong Fan., 2013. Detecting coastline change from satellite images based on beach slope estimation in a tidal flat. International Journal of Applied Earth Observation and Geoinformation, 23, 165-176.

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Published

17-05-2021

How to Cite

Loi, D. T., Khac, D. V., Hung, D. N., Dong, N. T., Vinh, D. X., & Weber, C. (2021). Monitoring of coastline change using Sentinel-2A and Landsat 8 data, a case study of Cam Pha city - Quang Ninh province. Vietnam Journal of Earth Sciences, 43(3), 249–272. https://doi.org/10.15625/2615-9783/16066

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