A5103119550- Tropical and Extratropical Cyclones Research
- Meteorological Phenomena and Simulations
- Coastal and Marine Dynamics
- Ocean Waves and Remote Sensing
- Climate variability and models
- Oceanographic and Atmospheric Processes
- Atmospheric chemistry and aerosols
- Wind and Air Flow Studies
- Flood Risk Assessment and Management
- Hydrological Forecasting Using AI
- Food Industry and Aquatic Biology
- Lightning and Electromagnetic Phenomena
- Fluid Dynamics Simulations and Interactions
- Arctic and Antarctic ice dynamics
Ocean University of China
2017-2025
Recent advancements in artificial intelligence (AI) have notably enhanced global weather forecasting, yet accurately predicting typhoon intensity remains challenging. This is largely due to constraints inherent regression algorithm properties including deep neural networks and inability of coarse resolution capture the finer-scale processes. To address these insufficiencies we propose an attractive approach by initiating regional Weather Research Forecasting (WRF) model with Pangu-weather, a...
<title>Abstract</title> Recent advancements in artificial intelligence (AI) have notably enhanced global weather forecasting, yet accurately predicting typhoon intensity remains challenging. This is largely due to constraints inherent regression algorithm properties and inability of coarse resolution capture the finer-scale processes. To address these insufficient we propose an attractive approach by initiating regional Weather Research Forecasting (WRF) model with Pangu-weather, a...
Liu, R.; Zhang, X.; Liang, B.; Xin, L., and Zhao, Y., 2017. Numerical study on the influences of hydrodynamic factors water age in Liao River Estuary, China. In: Zhi, Y. Guido Aldana, P.A. (eds.), Sustainability Water Resources Development Coastal Environments: Select Proceedings from 2016 International Conference Resource Environment (WRE2016). Journal Research, Special Issue No. 80, pp. 98–107. Coconut Creek (Florida), ISSN 0749-0208.The concept (WA) is applied to Estuary estimate...
Reconstructing the three-dimensional thermal structure of ocean under typhoon conditions presents significant challenges due to scarcity observational data, particularly in subsurface regions, and limitations existing observation methods terms spatial temporal resolution. Accurate reconstruction these structures is crucial for understanding energy exchange between typhoons, as this directly influences intensity trajectory. To address challenges, study introduces a fully connected transformer...
A two-layer viscous Boussinesq-type model is developed to simulate the wave energy dissipation during propagation in deep water. The terms are incorporated into both dynamic and kinematic boundary conditions at free surface, corresponding analytical solution of second-order amplitude has been derived for first time. linear nonlinear properties analyzed with different viscosity coefficients. When coefficient 1 × 10−4 m2/s, phase velocity, decay rate, amplitude, velocity profiles accurate up...
To investigate the early supplementary processes of fishre sources in Bohai Sea, geographically weighted regression (GWR) was introduced to habitat suitability index (HSI) model. The Sea larval Japanese Halfbeak HSIGWR model established with four environmental variables, including sea surface temperature (SST), salinity (SSS), water depth (DEP), and chlorophyll a concentration (Chl a). Results simulation showed that variables had different performances August 2015. SST Chl were global little...