Lyzenga multispectral bathymetry formula for Indonesian shallow coral reef: evaluation and proposed generalized coefficient

Bathymetry Extraction From Spot 7 Satellite Imagery Using Random Forest Methods

“…As an archipelagic country, Indonesia requires information on the depth of its waters to aid its position as a maritime axis in developing its economy and for reasons of national sovereignty. In achieving this there are constraints on updating the depth information for Indonesian waters needed to update water-depth maps (Manessa et al, 2016). This situation challenges Indonesian researchers to develop methods and technologies that are effective and efficient.…”

“…1 June 2019 very shallow waters (Jawak, Vadlamani, & Luis, 2015) and areas with reef bases (Kanno, Kiobuchi & Isobe, 2011). Research by Manessa et al, (2016) identified the potential for effective and efficient remote sensing technology to be used to compile and revise natural resource information. In addition, these technologies are useful for supporting resource planning and management.…”

“…To address this, the utilization of image data with various resolutions and different extraction methods has been carried out by, among others, Pacheco, Horta, Loureiro, and Ferreira (2015); Jagalingam et al, (2015); Vinayaraj, Raghavan, and Masumoto, (2016) and Pushparaj and Hegde (2017) using Landsat 8 OLI data. Arya, Winarso, and Santoso (2016); Kanno et al (2011) and Manessa et al, (2016) utilized images from SPOTs 6 and 7 in estimating bathymetry. The method of estimating bathymetry using Worldview data is used by Kanno, Tanaka, Kurosawa, & Sekine (2013); Yuzugullu and Aksoy (2014); Eugenio, Marcello, and Martin (2015); Manessa et al (2016); Guzinski et al (2016) and Hernandez and Armstrong (2016), all of which research makes use of images with better spatial resolution, namely, that provided by Worldview.…”

“…Arya, Winarso, and Santoso (2016); Kanno et al (2011) and Manessa et al, (2016) utilized images from SPOTs 6 and 7 in estimating bathymetry. The method of estimating bathymetry using Worldview data is used by Kanno, Tanaka, Kurosawa, & Sekine (2013); Yuzugullu and Aksoy (2014); Eugenio, Marcello, and Martin (2015); Manessa et al (2016); Guzinski et al (2016) and Hernandez and Armstrong (2016), all of which research makes use of images with better spatial resolution, namely, that provided by Worldview. Manessa, Haidar, Hartuti, and Kresnawati (2017) conducted bathymetry mapping in shallow sea waters containing coral, seagrass, macroalgae and substrate cover.…”

Determination of the Best Methodology for Bathymetry Mapping Using Spot 6 Imagery: A Study of 12 Empirical Algorithms

“…A decade after, for the first time used a commercial satellite data LANDSAT TM to extract the depth of using a linearized regression of single band (Lyzenga 1985), this method was based on previous publication (Lyzenga 1978). Since that time the algorithm has been redeveloped and applied to the newest multispectral image: LANDSAT-TM and ETM (Clark et al 1987;Van Hengel and Spltzer 1991;Bierwirth et al 1993;Daniell 2008), SPOT 4 and SPOT 5 (Melsheimer and Chin 2001;Lafon et al 2002;Liu et al 2010;Sánchez-Carnero et al 2014), IKONOS (Stumpf et al 2003;Hogrefe et al 2008;Su et al 2014), QuickBird (Conger et al 2006;Mishra et al 2006;Lyons et al 2011), LANDSAT-OLI (Pacheco et al 2015;Vinayaraj et al 2016;Kabiri 2017;Pushparaj and Hegde 2017), and Worldview-2 (Lee and Kim 2011;Deidda and Sanna 2012;Doxani et al 2012;Bramante et al 2013;Kanno et al 2013;Yuzugullu and Aksoy 2014;Eugenio et al 2015;Manessa et al 2016b;Guzinski et al 2016;Hernandez and Armstrong 2016;Kibele and Shears 2016;Manessa et al 2016a).…”