地震灾害医疗应急救援推演研究

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英文篇名：Research on forecast of earthquake medical emergency rescue 中文刊名：计算机应用研究 英文刊名：Application Research of Computers 作者：方智阳 ; 文进 ; 王俊峰 ; 石应康 英文作者：FANG Zhi-yang1 ; WEN Jin2 ; WANG Jun-feng1 ; SHI Ying-kang2 (1.College of Computer Science ; Sichuan University ; Chengdu 610065 ; China ; 2.West China Hospital ; Sichuan University ; Chengdu 610041 ; China) FANG Zhi- yang1 ; WEN Jin2 ; WANG Jun- feng1 ; SHI Ying- kang2 (1.College of Computer Science ; Sichuan University ; Chengdu 610065 ; China ; 2.West China Hospital ; Sichuan University ; Chengdu 610041 ; China) 中文关键词：地理信息系统 ; BP神经网络 ; 震后应急救援 英文关键词：geographic information system ; BP neural network ; earthquake medical emergency rescue 出版日期：2011-01-15 机构：四川大学计算机学院;四川大学华西医院; 年：2011 期：01 出版单位：计算机应用研究

摘要

将BP神经网络应用到对震后灾情的预测问题中,利用BP神经网络对汶川地震震后数据进行推演,采用神经网络估计模型分别对震后受伤人员数量和医疗物资医务人员需求进行预测。最后给出对地震应急救援具有重要指导意义的震后需求数据的估算方法,并且在对震后灾情评估以及医疗物资需求预测等问题的充分研究基础上,开发了基于GIS的地震医疗应急救援系统(EMERS)。
This paper applied the BP neural network to the earthquake disaster prediction for deducing the Wenchuan earthquake data and forecasting the number of post-earthquake injure and medical supplies by BP neural network estimation model. Finally, proposed methods, which were of significance to guide the earthquake emergency rescue, to estimate the rescue requirements. In addition, based on the full study, developed a GIS-based earthquake medical emergency rescue system(EMERS).

引文

[1]陈运泰.地震预测进展、困难与前景[J].地震地磁观测与研究,2007,28(2):1-24.
    [2]马玉红,谢礼力.地震人员伤亡估算方法研究[J].地震工程与工程震动,2000,20(4):141-147.
    [3]WANG Ying,CHEN Yi,ZHANG Jin-kui.The application of RBF neural network in earthquake prediction[C]//Proc of the3rd Interna-tional Conference on Genetic and Evolutionary Computing.2009:465-468.
    [4]郭建立.地震经济损失预测和人员伤亡预测[J].山西地震,2003,24(2):4-6.
    [5]ABURIZAIZA A O,AMES D P.GIS-enabled desktop software deve-lop-ment pardigms[C]//Proc of International Conference on Advanced Geo-graphic Information Systemsc Web Services.2009:75-79.
    [6]SONICKI D,LEVAK L,CAJIC T.Development of enterprise GIS in Vipnet[C]//Proc of the28th International Conference on Information Technology Interfaces.2006:109-114.
    [7]DANEKINA A A,GORMOLYSOVA I A,GOROHOV N A.Predic-tion and analysis of road transport network[C]//Proc of on Micro/Nanotechnologies and Electron Devices.2009:137-138.