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Water depth estimation from Sentinel-2 imagery using advanced machine learning methods and explainable artificial intelligence
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 …
management and monitoring. However, direct measurements using fieldwork methods can …
Intertidal bathymetry extraction with multispectral images: A logistic regression approach
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 …
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 …
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 …
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 …
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 …
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 …
(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
The increasing demand for detailed bathymetric information ultimately has enhanced
hydrographic surveying industry to diversify data collection techniques. In this case, Tikus …
hydrographic surveying industry to diversify data collection techniques. In this case, Tikus …
[PDF][PDF] Coastal Depth Extraction from Satellites Images
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 …
result, hydrographic surveyors often have sparse data, and even though the data is dense …