Water depth estimation from Sentinel-2 imagery using advanced machine learning methods and explainable artificial intelligence

V Saeidi, ST Seydi, B Kalantar, N Ueda… - … , Natural Hazards and …, 2023 - Taylor & Francis
The estimation of water depth in coastal areas and shallow waters is crucial for marine
management and monitoring. However, direct measurements using fieldwork methods can …

Intertidal bathymetry extraction with multispectral images: A logistic regression approach

I Bué, J Catalão, Á Semedo - Remote Sensing, 2020 - mdpi.com
In this study, a methodology to estimate the intertidal bathymetry from multispectral remote
sensing images is presented. The technique is based on the temporal variability of the water …

Estimation of shallow bathymetry using Sentinel-2 satellite data and random forest machine learning: a case study for Cheonsuman, Hallim, and Samcheok Coastal …

J Kwon, H Shin, D Kim, H Lee, J Bouk… - Journal of Applied …, 2024 - spiedigitallibrary.org
Bathymetry, the measurement of sea depth, has conventionally been conducted using echo-
sounders on vessels. However, various factors limit conventional shipborne surveys in …

The Accuracy of Satellite Derived Bathymetry in Coastal and Shallow Water Zone

KKW Tang, MR Mahmud - International Journal of Built Environment …, 2021 - ijbes.utm.my
Precise and accurate bathymetric measurements are conventionally acquired by means of
ship-based acoustic equipment. Nevertheless, recent multispectral satellite imagery has …

Challenges of acquisition bathymetry information on PlanetScope data and nautical chart: Experiment based on IHO S-44 total vertical uncertainty in multi-method …

A Kurniawan, WS Pranowo, Y Prihanto… - Journal of Hunan …, 2021 - jonuns.com
Regular depth data monitoring is an essential element in navigation or non-navigation. As
the primary information in creating navigation maps, depth data can be obtained …

MODELO BATIMÉTRICO DE PLAYA BACURANAO OBTENIDO A PARTIR DE BATIMETRÍA DERIVADA DE SATÉLITES.

LP Espinosa, DCAR Anaya - Revista Cubana de …, 2024 - geomatica.geocuba.cu
En los últimos diez años se ha impulsado el uso de la Batimetría Derivada de Satélite
(BDS), arrojando resultados satisfactorios en cuanto al impacto económico, sobre la base …

[PDF][PDF] Shallow Water Bathymetry Map** Using Stump Method Through Sentinel-2b Imagery In Tikus Island

CC Hanami, D Hartono, A Anggoro - JURNAL ENGGANO, 2022 - researchgate.net
The increasing demand for detailed bathymetric information ultimately has enhanced
hydrographic surveying industry to diversify data collection techniques. In this case, Tikus …

[PDF][PDF] Coastal Depth Extraction from Satellites Images

NS Hashim, KN Tahar, W Windupranata… - Alinteri Journal of …, 2021 - academia.edu
The problems in bathymetry measurement often have gaps or 'holes' within the data. As a
result, hydrographic surveyors often have sparse data, and even though the data is dense …