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A Dynamic Remote Sensing Data-Driven Approach for Oil Spill Simulation in the Sea

机译:动态遥感数据驱动的海上溢油模拟方法

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In view of the fact that oil spill remote sensing could only generate the oil slick information at a specific time and that traditional oil spill simulation models were not designed to deal with dynamic conditions, a dynamic data-driven application system (DDDAS) was introduced. The DDDAS entails both the ability to incorporate additional data into an executing application and, in reverse, the ability of applications to dynamically steer the measurement process. Based on the DDDAS, combing a remote sensor system that detects oil spills with a numerical simulation, an integrated data processing, analysis, forecasting and emergency response system was established. Once an oil spill accident occurs, the DDDAS-based oil spill model receives information about the oil slick extracted from the dynamic remote sensor data in the simulation. Through comparison, information fusion and feedback updates, continuous and more precise oil spill simulation results can be obtained. Then, the simulation results can provide help for disaster control and clean-up. The Penglai, Xingang and Suizhong oil spill results showed our simulation model could increase the prediction accuracy and reduce the error caused by empirical parameters in existing simulation systems. Therefore, the DDDAS-based detection and simulation system can effectively improve oil spill simulation and diffusion forecasting, as well as provide decision-making information and technical support for emergency responses to oil spills.
机译:鉴于溢油遥感只能在特定时间生成浮油信息,而传统的溢油模拟模型并未设计为应对动态条件,因此引入了动态数据驱动的应用系统(DDDAS)。 DDDAS既需要将其他数据合并到正在执行的应用程序中,又需要应用程序动态地控制测量过程。在DDDAS的基础上,将漏油的遥感系统与数值模拟相结合,建立了集成的数据处理,分析,预测和应急系统。一旦发生溢油事故,基于DDDAS的溢油模型将接收有关从仿真中的动态远程传感器数据中提取的浮油的信息。通过比较,信息融合和反馈更新,可以获得连续且更精确的溢油模拟结果。然后,仿真结果可以为灾难控制和清理提供帮助。蓬莱,新港和Su中溢油事故的结果表明,我们的仿真模型可以提高预测精度,并减少现有仿真系统中由经验参数引起的误差。因此,基于DDDAS的检测和模拟系统可以有效地改善溢油模拟和扩散预测,并为溢油应急响应提供决策信息和技术支持。

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