WebbThis paper explores the use of infrared remote sensing methods to examine submesoscale eddies that recur downstream of a deep-water island (Santa Catalina, … WebbThis was the first time, to the authors’ knowledge, a neural network was successfully applied to infer bathymetry from remotely sensed sea-surface imagery in the surf zone. Not only did the approach provide accurate bathymetry estimates (RMSE = 0.37 m), but it also was effective with a relatively small training data set (3036 images/41 surveyed …
Remote Sensing Free Full-Text Quantification of Two …
WebbMultiple remote sensing techniques have been applied to derive spatially varying surface currents, including optical video-based systems at both visible and infrared frequencies … Webb28 mars 2024 · We apply deep convolutional neural networks (CNNs) to estimate wave breaking type (e.g., non-breaking, spilling, plunging) from close-range monochrome infrared imagery of the surf zone. Image features are extracted using six popular CNN architectures developed for generic image feature extraction. Logistic regression on … hosting a christmas tea party
Eddies in the Western Mediterranean seen in thermal infrared …
Webbremote sensing Article Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning Adam M. Collins 1,2,* , Katherine L. Brodie 1, Spicer A. Bak 1, Tyler J. Hesser 3, Matthew W. Farthing 3, Jonghyun Lee 4 and Joseph W. Long 2 1 Coastal and Hydraulics Laboratory, U.S. Army Engineer Research … WebbFirstly, the eddy identification methods based on infrared remote sensing technology are described multistage. From the early stage of visual decipherment relying on human eye recognition to automatic interpretation stage represented by edge detection algorithms, feature extraction algorithms and isotherm algorithms, then to the intelligent analysis … WebbThis paper explores the use of infrared remote sensing methods to examine submesoscale eddies that recur downstream of a deep-water island (Santa Catalina, … hosting a christmas eve party