Diffusion Analysis And Emergency Treatment Of Ship Marine Oil Spill Based On Big Data

With the development of marine development and marine economy,the marine oil spill pollution caused by ships is becoming more and more serious.A large number of oil pollutants flow into the environment every year,which has brought great harm to human health,marine environment and marine economy.Data acquisition and pretreatment of offshore oil spill is the premise of oil spill diffusion analysis,oil spill diffusion analysis and prediction are the basis of oil spill accident treatment and decision.The oil spill data collection and oil spill prediction technology are integrated to provide timely and effective information support for oil spill emergency response decision-making,It can make the decision more scientific.This paper aims to improve the emergency response capacity of marine oil spill,takes the oil spill of ships as the research object,and analyzes the oil spill diffusion of ships by using technologies such as IOT and big data.First,based on ship spill real-time monitoring,we can through the real-time oil spill scene data of the oil spill point.Secondly,using big data analysis technology to analyze the correlation between ship oil spill drift diffusion mechanism and marine factors,The characteristics of drift diffusion can be found from the marine oil spill data,so as to better understand the trend of oil spill diffusion and determine the next action plan of oil spill emergency treatment.The random forest algorithm is used to model the data,Training the features separately,These features include direction,sea surface temperature,the thickness of the oil,oil type,current velocity,time and so on,through the simulation of sea spill risk prediction,improve the ability of early warning and emergency treatment of oil spill.Finally,The ship oil spill emergency response system is designed,which provides data support and guarantee for a more reasonable Marine oil spill emergency treatment plan.Through the simulation of offshore oil spill,the diffusion analysis of marine oil was carried out,Improved early warning and assessment capabilities.The ship oil spill emergency response system is designed by combining big data and system software development,it can analyze the emergency resources intelligently and dispatch emergency resources in real time and,Thus,the digitization and intelligentization of oil spill disposal decisions can be improved.