Archaean continental spreading inferred from seismic images of the Yilgarn Craton
Sign Up to like & getrecommendations! Published in 2018 at "Nature Geoscience"
DOI: 10.1038/s41561-018-0138-0
Abstract: On the early Earth, oceanic plateaux similar to present-day Iceland are thought to have evolved into less dense microcontinents as they thickened by continued melt intrusion and crustal fractionation. These earliest continents may have been… read more here.
Keywords: seismic images; crust; yilgarn craton; continental spreading ... See more keywords
CNN Prediction Enhancement by Post-Processing for Hydrocarbon Detection in Seismic Images
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DOI: 10.1109/access.2020.3005916
Abstract: Seismic image interpretation is indispensable for oil and gas industry. Currently, artificial intelligence has been undertaken to increase the level of confidence in exploratory activities. Detecting potentially recoverable hydrocarbon zones (leads) under the viewpoint of… read more here.
Keywords: post processing; post; validation; hydrocarbon ... See more keywords
Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3057857
Abstract: Seismic interpretation is often limited by low resolution and strong noise data. To deal with this issue, we propose to leverage deep convolutional neural network (CNN) to achieve seismic image super-resolution and denoising simultaneously. To… read more here.
Keywords: image super; resolution; super resolution; resolution denoising ... See more keywords
Similarity-Informed Self-Learning and Its Application on Seismic Image Denoising
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3210217
Abstract: Seismic image denoising is essential to enhance the signal-to-noise ratio (SNR) of seismic images and facilitate seismic processing and geological structure interpretation. With the development of deep learning (DL), several DL-based models have been proposed… read more here.
Keywords: seismic images; seismic image; image denoising; similarity informed ... See more keywords
Diapycnal Mixing in the Subthermocline of the Mariana Ridge from High-Resolution Seismic Images
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Physical Oceanography"
DOI: 10.1175/jpo-d-20-0120.1
Abstract: The Mariana Ridge is one of the prominent mixing hotspots of the open ocean. The high-resolution underway marine seismic reflection technique provides an improved understanding of the spatiotemporal continuous map of ocean turbulent mixing. Using… read more here.
Keywords: high resolution; diffusivity; mariana; seismic images ... See more keywords