Evaporation Duct Height Nowcasting in China’s Yellow Sea Based on Deep Learning [PDF]
Remote Sensing, 2021 The evaporation duct is a weather phenomenon that often occurs in marine environments and affects the operation of shipborne radar. The most important evaluation parameter is the evaporation duct height (EDH).
Jie Han +7 more
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Remote Sensing, 2022 The evaporation duct is a special atmospheric stratification that significantly influences the propagation path of electromagnetic waves at sea, and hence, it is crucial for the stability of the radio communication systems.
Xingyu Chai +4 more
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Time Series Analysis of Evaporation Duct Height over South China Sea: A Stochastic Modeling Approach
Atmosphere, 2021 The evaporation duct could significantly affect the work status of maritime microwave communication systems in the South China Sea. Therefore, the exact forecasting of the evaporation duct is vital for the normal operation of the systems.
Fei Hong, Qi Zhang
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Evaporation Duct Height Short-Term Prediction Based on Bayesian Hyperparameter Optimization
AtmosphereAccurately predicting evaporation duct height (EDH) is a crucial technology for enabling over-the-horizon communication and radar detection at sea.
Ye-Wen Wu +5 more
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ENSO-Modulated Spatio-Temporal Variability of Evaporation Duct Height in the South China Sea
Journal of Marine Science and EngineeringThe evaporation duct, formed above the ocean surface by sharp vertical gradients of humidity, would significantly influence electromagnetic wave propagation.
Jingju Wang +7 more
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The Inhomogeneous Characteristics of Evaporation Ducts in the Northern South China Sea Based on Information Entropy [PDF]
EntropyThe inhomogeneity of the evaporation duct significantly influences electromagnetic propagation. Based on observation data from four buoy stations in the northern South China Sea (SCS) and European Centre for Medium-Range Weather Forecasts (ECMWF) data ...
Ning Yang +3 more
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A New Short-Term Prediction Method for Estimation of the Evaporation Duct Height [PDF]
IEEE Access, 2020 Evaporation duct is a kind of chaotic phenomenon over the ocean. In this paper, a new nonlinear prediction algorithm, the Darwinian evolutionary algorithm (DEA), is introduced to obtain the specific nonlinear formula P(·) of the chaotic phenomenon.
Yanbo Mai +5 more
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Research on a Multimodel Fusion Diagnosis Method for Evaporation Ducts in the East China Sea [PDF]
Sensors, 2023 Evaporation ducts are abnormal states of the atmosphere in the air–sea boundary layer that directly affect the propagation trajectory of electromagnetic (EM) waves.
Cheng Zhang +8 more
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Research on evaporation duct height prediction based on back propagation neural network [PDF]
IET Microwaves, Antennas and Propagation, 2020 Evaporation duct is an abnormal refraction atmospheric stratification frequently appearing at sea. Accurately obtaining evaporation duct height (EDH) is significant for the effective application of electromagnetic system equipment. To overcome the limitations of theoretical prediction models, this study proposes a pure data‐driven back propagation ...
Junxing Zhu, Juan Zhao, Tao Jiang
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Impact of Typhoon on Evaporation Duct in the Northwest Pacific Ocean
IEEE Access, 2019 Evaporation duct is a layer above the ocean surface due to the inherent humidity inversion at the air-sea boundary layer. The formation of the duct depends on meteorological factors near the ocean surface and is affected by weather process above the ...
Yang Shi +5 more
doaj +3 more sources