A 3D-FLS sensor generates a large volumetric point cloud of data that updates on the order of seconds, so that manually interpreting the data is not feasible for a vessel operator. FarSounder has developed an algorithm for detecting two classes of targets (seafloor and in-water-targets) based...
Deep in shallow water again tonight Can I get a couple of somethin' I like I don't want to think about it Deep in shallow water again you know why Can I get you out of my head tonight I just need a couple of somethin' I like ...
In this study we investigate how climate change will directly influence the groundwater resources in Germany during the 21st century. We apply a machine learning groundwater level prediction approach based on convolutional neural networks to 118 sites well distributed over Germany to assess the ground...
We describe the application of the computerized deep learning methodology to the recognition of corals in a shallow reef in the Gulf of Eilat, Red Sea. This project is aimed at applying deep neural network analysis, based on thousands of underwater images, to the automatic recognition of some ...
论文翻译:2018_Source localization using deep neural networks in a shallow water environment 深度神经网络在浅水环境中的源定位 回到顶部 摘要: 深度神经网络(DNNs)在表征复杂的非线性关系方面具有优势。本文将DNNs应用于浅水环境下的源定位。提出了两种方法,通过不同的神经网络结构来估计宽带源的范围和深度。第一...
The performance of deep learning in the inversion of WQPs demonstrated to compare with shallow machine learning using multispectral and hyperspectral images. We further quantitatively evaluated the retrieval performance of UAV and satellite, multispectral and hyperspectral images, and presented predictive ...
Breaking probabilities and breaking wave height distributions (BWHDs) in deep,intermediate, and shallow water depth are compared, and a generic parameterization isproposed to represent the observed variability of breaking parameters as a function of thenondimensional water depth. In intermediate and deep...
oil spill detection; decision fusion; convolutional neural network; deep belief network; shallow learning; hyperspectral image1. Introduction Marine oil spill accidents have occurred frequently in recent years, causing serious harm to the marine environment. The explosion of the Deepwater Horizon platform...
: having a great distance between the top and bottom surfaces : not shallow deep water c : extending well inward from an outer or front surface a deep gash d : extending far outward from a center deep space e : occurring or located near the outer limits deep right field 2...
Understanding and predicting the quality of inland waters are challenging, particularly in the context of intensifying climate extremes expected in the future. These challenges arise partly due to complex processes that regulate water quality, and arduou