FogNet: A multiscale 3D CNN with double-branch dense block and attention mechanism for fog prediction

FogNet: A multiscale 3D CNN with double-branch dense block and attention mechanism for fog prediction

The reduction of visibility adversely affects land, marine, and air transportation. Thus, the ability to skillfully predict fog would provide utility. We predict fog visibility categories below 1600 m, 3200 m and 6400 m by post-processing numerical weather prediction model output and satellite-based...

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Bibliographic Details
Main Authors: Hamid Kamangir, Waylon Collins, Philippe Tissot, Scott A. King, Hue Thi Hong Dinh, Niall Durham, James Rizzo
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Machine Learning with Applications
Subjects:
Fog prediction
Deep learning
3D Convolutional Neural Network
Dense block
Attention mechanism
Dilated convolutions
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000190

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http://www.sciencedirect.com/science/article/pii/S2666827021000190

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