Time series analysis of shoreline changes in Gonghyunjin and Songjiho Beaches, South Korea using aerial photographs and remotely sensed imagery

A review and meta-analysis of remote sensing data, GIS methods, materials and indices used for monitoring the coastline evolution over the last twenty years

“…Furthermore, c) support vector machines (SVMs) used to improve the mapping process (George et al, 2015;Joevivek & Saravanan Sakthivel, 2013;Yawo et al, 2018), d) edge detection used as a shoreline proxy (Vasilis et al, 2018;Paravolidakis et al, 2016;Murray, 2013;Fugara et al, 2011), e) Supervised Classification used by Shalaby and Tateishi , f) Unsupervised Classification used by Thampanya et al (2006), g) Natural Breaks (Jenks) used by Andredaki et al (2014), h) LDA Linear Discriminant Analysis used by Cooley and Barber (Cooley Paul & Barber David, 2003) and i) ISODATA classification technique used by Do et al (2018); Mitra et al (2017); Sekovski et al (Ivan et al, 2014); and Annibale et al (Annibale Guariglia et al, 2009). On the other hand, in manual category belong a) the on-screen digitizing (Pantanahiran, 2019;Asib et al, 2018;Senevirathna et al, 2018;Carolina et al, 2018;George et al, 2015;Prasita, 2015;Andredaki et al, 2014;Kim et al, 2013;El-Asmar and Hereher2011;Tateishi 2007;Hervé et al, 2005;Fromard et al, 2004;Aris et al, 2008;Faik et al, 2008) and b) Differential Global Positioning System (DGPS) field measurements (Addo, 2009;Andredaki et al, 2014;Annibale Guariglia et al, 2009;Antonello et al, 2013;Elsner Paul et al, 2015;Fe...…”

“…Another fundamental element in diachronic studies for investigating the movement of the coastline is aerial photographs and orthophotographs (Valderrama-Landeros & Flores-de-santiago, 2019;Pantanahiran, 2019;Fatima et al, 2018;Carolina et al, 2018;Anand et al, 2016;Ayadi et al, 2016;Saci et al, 2016;Paravolidakis et al, 2016;Vassilakis et al, 2016;Ford Murray & Kench Paul, 2015;Andredaki et al, 2014;Vassilakis & Papadopoulou-Vrynioti, 2014;Del Río et al, 2013;Antonello et al, 2013;Luca et al, 2013;Murray, 2013;Kim et al, 2013;Da Guia Albuquerque et al, 2013;Annibale Guariglia et al, 2009;Addo, 2009;Faik et al, 2008;Thampanya et al, 2006;Fromard et al, 2004;Schwarzer et al, 2003;Charles et al, 2003).…”

“…Due to the bibliometric analysis, we found many studies that have used high resolution (0,5-5 m) satellites images. For instance, IKONOS-2 imagery has been used by Pantanahiran (2019), Kaliraj et al (2017), , and Maglione et al (2015); Ford (Murray, 2013); In-Ho et al (Kim et al, 2013); Teodoro (Teodoro & Gonçalves, 2012); Marfai et al (Aris et al, 2008); Di et al (2003). Worldview-2 has been used by Pantanahiran (2019); Paravolidakis et al (Vasilis et al, 2018); Vassilakis et al (2016); Maglione et al (2015); Ford and Kench (Ford Murray & Kench Paul, 2015); Sekovski et al (Ivan et al, 2014); Mann & Westphal .…”

Combination of Aerial, Satellite, and UAV Photogrammetry for Mapping the Diachronic Coastline Evolution: The Case of Lefkada Island

“…As mentioned in the previous paragraph, different types of remote sensing data have been used in coastal environment applications. High resolution satellite data and air photos were used to monitor the coastline's changes or to measure volume changes in coastal areas [18][19][20][21], sea surface temperatures [22,23], sea ice coverage [24,25], and coastal change processes [26,27]. A review paper summarizing the remote processing methods performed in shoreline delineation has been presented [28].…”