Abstract
Indonesia is at high risk of coastal erosion. Therefore, is important to understand the current status over a large area in order to devise protection strategies. This study measured the coastline changes and examined the land use and cover affected by coastal changes in Subang, Indonesia, using Landsat images from 1990 and 2018. The modified normalized difference water index (MNDWI) was used to separate the water and non-water features of the images, and land use and cover were classified using object-based image analysis based on the red, green, and blue bands and normalized difference vegetation index (NDVI). The results revealed considerable coastal erosion in Legonkulon. In the most extreme case, the coastline had moved 2361.46 m inland, and the total area lost to erosion was 1012.25 ha. This area was mostly covered by fishponds (983.34 ha) in 1990. Given that the fishery sector is the main livelihood of communities in the study area, the disappearance of fishponds might have affected their income and worsened their poverty. We found marked coastal accretion in Blanakan. In the most extreme case, the coastline had moved 1695.61 m seaward from 1990 to 2018, adding a total area of 1856.62 ha. The new areas were used as fishponds (1738.95 ha) in 2018. Although the accretion exceeded the erosion, the distributions differed regionally. Therefore, a regional protection strategy is necessary.
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References
Adji Y (2017) 3.000 mangroves were planted in the coast of Subang. https://www.pikiran-rakyat.com/jawa-barat/2017/09/06/3000-mangrove-ditanam-di-pesisir-subang-408870. Accessed 28 Dec 2018
Bird ECF (1996) Coastal Erosion and Rising Sea-Level. In: Milliman J.D., Haq B.U. (eds) Sea-Level Rise and Coastal Subsidence. Coastal Systems and Continental Margins, Springer, Dordrecht. 2:87-103
Climate-data.org (2019) Climate of Subang. In: Clim. Subang. https://en.climate-data.org/asia/indonesia/west-java/subang-764289/. Accessed 28 Dec 2018
Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–46
Dhiauddin R, Husrin S (2016) Shoreline changes analysis of West Pasaman Regency, West Sumatera. J. Segara 12(2):91-98
Du Z, Li W, Zhou D, Tian L, Ling F, Wang H, Gui Y, Sun B (2014) Analysis of Landsat-8 OLI imagery for land surface water mapping. Remote Sens Lett 5:672–681. https://doi.org/10.1080/2150704X.2014.960606
Environmental Agency of West Java (2008) Environmental status of West Java 2008. Bandung [In Indonesian with English summary]
FAO (2017) Facsheet: people and oceans. New York https://www.un.org/sustainabledevelopment/wp.../05/Ocean-fact-sheet-package.pdf
Handiani DN, Darmawan S, Hernawati R, Suryahadi MF, Aditya YD (2017) Identification of coastline and coastal ecosystem change in Subang. Reka Geomatika 2017:61–71 [In Indonesian with English summary]
Iqbal D (2017) Beach belt on the north coast of West Java, only memories. How come? http://www.mongabay.co.id/2017/08/08/sabuk-pantai-di-pesisir-utara-jawa-barat-tinggal-kenangan-kok-bisa/. Accessed 28 Dec 2018
Iqbal D (2018) Here is the condition of mangrove in north coast. http://www.mongabay.co.id/2017/01/03/begini-kondisi-mangrove-pantura-jabar/. Accessed 27 Dec 2018
Ji L, Zhang L, Wylie B (2009) Analysis of dynamic thresholds for the normalized difference water index. Photogramm Eng Remote Sens 75:1307–1317. https://doi.org/10.14358/PERS.75.11.1307
Jonah FE, Boateng I, Osman A, Shimba MJ, Mensah EA, Adu-Boahen K, Chuku EO, Effah E (2016) Shoreline change analysis using end point rate and net shoreline movement statistics: an application to Elmina, Cape Coast and Moree section of Ghana’s coast. Reg Stud Mar Sci 7:19–31. https://doi.org/10.1016/j.rsma.2016.05.003
Kiswanto H (2015) The environmental characteristics of intercropping pond in Subang, West Java as a reference for the mud crabs pond aquaculture development. Bogor Agircultural University [Academic thesis] pp 1-20 [In Indonesian with English summary]
Kotasubang.com (2014) Cegah Abrasi , Preventing Abrasion: Facebook’s Users in Subang planted mangrove at Cirewang Beach. https://www.kotasubang.com/3816/cegah-abrasi-facebooker-subang-tanam-mangrove-di-pantai-wisata-cirewang. Accessed 28 Dec 2018
Kusumaningtyas R, Chofyan I (2012) Forest management in solving forest land conversion in Subang. Jurnal PWK 13:1–11 [In Indonesian]
Li W, Du Z, Ling F, Zhou D, Wang H, Gui Y, Sun B, Zhang X (2013) A comparison of land surface water mapping using the normalized difference water index from TM, ETM+ and ALI. Remote Sens 5:5530–5549. https://doi.org/10.3390/rs5115530
Lichter M, Vafeidis AT, Nicholls RJ, Kaiser G (2011) Exploring data-related uncertainties in analyses of land area and population in the “ low-elevation coastal zone” (LECZ). J Coast Res 27:757–768
Lira C, Taborda R (2014) Advances in applied remote sensing to coastal environments using free satellite imagery. In: remote sensing and modeling: advances in coastal and marine resources. http://link.springer.com/10.1007/978-3-319-06326-3, pp 77–102
Liu Y, Wang X, Ling F, Xu S, Wang C (2017) Analysis of coastline extraction from Landsat-8 OLI imagery. Water (Switzerland) 9:1–26. https://doi.org/10.3390/w9110816
Loubersac L, Populus J (1986) The applications of high resolution satellite data for coastal management and planning in a pacific coral island. Geocarto Int 1:17–31. https://doi.org/10.1080/10106048609354036
McFeeters SK (1996) The use of the normalized difference water index (NDWI) in the delineation of open water features. Int J Remote Sens 17:1425–1432. https://doi.org/10.1080/01431169608948714
McGranahan G, Balk D, Anderson B (2007) The rising tide: assessing the risks of climate change and human settlements in low elevation coastal zones. Environ Urban 19:17–37. https://doi.org/10.1177/0956247807076960
Miladan N (2009) Study of climate change vulnerability of the coastal area of Semarang. Dipenogoro University [academic thesis] 15 PP [In Indonesian]
Mills M, Leon JX, Saunders MI, Bell J, Liu Y, O’Mara J, Lovelock CE, Mumby PJ, Phinn S, Possingham HP, Tulloch VJD, Mutafoglu K, Morrison T, Callaghan DP, Baldock T, Klein CJ, Hoegh-Guldberg O (2016) Reconciling development and conservation under coastal squeeze from rising sea level. Conserv Lett 9:361–368. https://doi.org/10.1111/conl.12213
Munibah K, Iswati A, Tjahjono B (2010) Coastline changes and regulation of new land management at Cipunagara Delta, Subang, West Java. Globe 12:151–159 [In Indonesian with English summary]
Mutaqin BW (2017) Shoreline changes analysis in Kuwaru coastal area, Yogyakarta, Indonesia: an application of the digital shoreline analysis system (DSAS). Int J Sustain Dev Plan 12(7):1203–1214
Novianty R, Sastrawibawa S, Prihadi DJ (2012) Identification of damages and rehabilitation efforts mangrove ecosystem in north coast in the Subang Dustrict. J Fish Mar Sci 3:41–47. https://doi.org/10.4135/9781412950589.n774 [In Indonesian with English summary]
Otsu N (1979) A tlreshold selection method from gray-level histograms. IEEE Trans Syst Man Cybern 9:62–66
Oyedotun TDT (2014) Shoreline geometry: DSAS as a tool for historical trend analysis. Geomorphol Tech (online Ed) 2:1–12
Pawitro U, Indahingtyas W, Subekti B (2015) Fishermen residence in Blanakan Subang and empowerment of poor society in their residential area. SNST Proceeding 6:5–10 [In Indonesian]
Rouse JW, Hass RH, Schell JA, Deering DW (1973) Monitoring vegetation systems in the great plains with ERTS. Third earth Resour Technol Satell Symp 1:309–317. Doi: 12009708
Sakuntaladewi N, Sylviani (2014) Vulnerability and adaptation of community at the coastal area to climate change. J Soc Study For Econ 11:281–293 [In Indonesian with English summary]
Sipayung SB (2009) Rainfall analysis based on climate prediction zone in Subang and Tasikmalaya 1980-2005. J Aerosp Sci Technol 2:67–74 [In Indonesian with English summary]
Story M, Congalton RG (1986) Accuracy assessment: a user’s perspective. Photogramm Eng Remote Sens 52(3):397–399
Subang Statistics Agency (2010) Subang in Figure 2010. Subang [In Indonesian with English summary] https://subangkab.bps.go.id/publication/2010/12/09/1f95dbf714d659ea30a873cc/kabupaten-subang-dalam-angka-2010.html. Accessed 28 Dec 2018
Subang Statistics Agency (2017) Gross regional domestic product of Subang regency by industry 2013–2017. Subang [In Indonesian with English summary] https://subangkab.bps.go.id/publication/2018/08/10/3d0b741329f3456676063e26/produk-domestik-regional-bruto-kabupaten-subang-menurut-lapangan-usaha-2013-2017.html. Accessed 28 Dec 2018
Subang Statistics Agency (2018) Subang in Figure 2018. Subang [In Indonesian with English summary] https://subangkab.bps.go.id/publication/2018/08/16/fbf586fd952afd9aa9db7052/kabupaten-subang-dalam-angka-2018.html
Takashima F (2000) Silvofishery : an aquaculture system harmonized with the environment Silvofishery : an aquaculture system harmonized with the environment. In: Primavera JH, Garcia LMB, Castaños MT, Surtida MB (eds) Proceedings of the workshop on mangrove-friendly aquaculture organized by the SEAFDEC aquaculture department, January 11–15, 1999, Iloilo City. Philippines. Southeast Asian Fisheries Development Center, Aquaculture Department, Tigbauan, Iloilo, Philippines, pp 13–19
Taofiqurohman A (2014) The modelling of wave height fluctuation effected by mangrove forest in Mayangan Village, Subang District. J Akuatika V:1–7 [In Indonesian with English summary]
Taofiqurohman A, Ismail MFA (2012) Spatial analysis of shoreline changes in the coastal of Subang District, West Java. J Trop Mar Sci Technol 4:81–87. https://doi.org/10.1007/s13398-014-0173-7.2 [In Indonesian with English summary]
Thieler ER (2005) User guide & tutorial for the digital shoreline analysis system. USGS, Woods Hole, MA https://cmgds.marine.usgs.gov/publications/DSAS/of2008-1278/
Vina A (2011) Physical vulnerability zonation of Subang coast West Java. Padjadjaran University [academic thesis] 80 PP [In Indonesian with English summary]
Wong PP (2003) Where have all the beaches gone? Coastal erosion in the tropics. Singap J Trop Geogr 24:111–132. https://doi.org/10.1111/1467-9493.00146
Xu H (2006) Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int J Remote Sens 27:3025–3033. https://doi.org/10.1080/01431160600589179
Xue Z, Feng A, Yin P, Xia D (2009) Coastal erosion induced by human activities: a northwest Bohai Sea case study. J Coast Res 253:723–733. https://doi.org/10.2112/07-0959.1
Zhu M, Xi X, Hoctor TS, Volk M (2015) Integrating conservation costs into sea level rise adaptive conservation prioritization. Glob Ecol Conserv 4:48–62. https://doi.org/10.1016/j.gecco.2015.05.007
Acknowledgments
We would like to express our great appreciation to Prof. Ishikawa, who provided helpful comments and suggestions. Finally, we would like to acknowledge the Ministry of Education, Culture, Sports, Science and Technology (MEXT) for a scholarship that made it possible to complete this study.
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Kalther, J., Itaya, A. Coastline changes and their effects on land use and cover in Subang, Indonesia. J Coast Conserv 24, 16 (2020). https://doi.org/10.1007/s11852-020-00736-w
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DOI: https://doi.org/10.1007/s11852-020-00736-w