Advance in Significant Wave Height Prediction: A Comprehensive Survey
Complex System Modeling and SimulationThe significant wave height prediction holds critical value for marine energy development, coastal infrastructure planning, and ensuring safety in maritime operations. The precision of such predictions carries substantial theoretical and practical weight.
Jinyuan Mo +3 more
doaj +2 more sources
Enhanced significant wave height prediction in the Southern Ocean using an ANFIS model optimized with subtractive clustering [PDF]
Scientific ReportsAccurate prediction of significant wave height (SWH) in the Southern Ocean remains a critical challenge due to extreme weather conditions and limited observational data, impacting maritime safety and climate research.
Alireza Hakimi, Hossein Farjami
doaj +2 more sources
Description of the Joint Probability of Significant Wave Height and Mean Wave Period
Journal of Marine Science and Engineering, 2022 The bivariate probability distribution of significant wave heights and mean wave periods has an indispensable guiding role in the implementation of offshore engineering, which has attracted great attention.
Mingwen Zhao, Xiaodong Deng, Jichao Wang
doaj +2 more sources
Validation of the Significant Wave Height Product of HY-2 Altimeter [PDF]
Remote Sensing, 2017 HY-2 was launched by China on August 2011, which has provided continuous wave height measurements to monitor ocean dynamic environments for more than 5 years. Before using these data, however, the measurements need to be validated.
Chuntao Chen +5 more
doaj +2 more sources
Estimation of Significant Wave Height Using Wave-Radar Images
Journal of Marine Science and EngineeringCharacteristics of random ocean waves have been measured by different devices, and X-band marine radar is one of the typical devices. This study proposes an enhanced methodology for estimating the significant wave height of ocean waves through the ...
Jae-Hoon Lee +4 more
doaj +2 more sources
Machine learning approach to predict significant wave height
Вестник КазНУ. Серия математика, механика, информатика, 2021 To estimate significant wave height of ocean wave, a machine learning framework is developed. Significant wave height and period can be used by supervised training of machine learning to predict ocean conditions.
Z. Ahmad, M. Mansurova
doaj +1 more source
New Improved Wave Hybrid Models for Short-Term Significant Wave Height Forecasting
IEEE Access, 2023 In this paper, we have developed a series of wave hybrid models for significant wave height prediction. Our developed hybrid models uses a triplet of signal decomposition method, regression model and meta-heuristic algorithm. We have used the $\epsilon $
Pritam Anand +2 more
doaj +1 more source
Can Multi-Mission Altimeter Datasets Accurately Measure Long-Term Trends in Wave Height?
Remote Sensing, 2022 A long-duration, multi-mission altimeter dataset is analyzed to determine its accuracy in determining long-term trends in significant wave height.
Ian R. Young, Agustinus Ribal
doaj +1 more source
Significant Wave Height Estimation Using Multi-Satellite Observations from GNSS-R
Remote Sensing, 2021 This study proposes a significant wave height (SWH) retrieval method based on multi-satellite observations using Global Navigation Satellite System Reflectometry (GNSS-R).
Lingyu Qin, Ying Li
doaj +1 more source
ConvLSTM-Based Wave Forecasts in the South and East China Seas
Frontiers in Marine Science, 2021 Numerical wave models have been developed for the wave forecast in last two decades; however, it faces challenges in terms of the requirement of large computing resources and improvement of accuracy.
Shuyi Zhou +7 more
doaj +1 more source