Study and application of dengue fever risk assessment system based on spatial information technology and big data technology
-
摘要: 目的 运用空间信息技术和大数据技术建设登革热风险评估系统,为实施疾病风险的快速评估提供信息化平台和科学依据。方法 基于混合编程语言,结合SaTScan、ENVI、ArcGIS等软件功能,采用二次开发方法开展风险评估系统的开发。结果 成功研发了一套基于空间信息技术和大数据技术的登革热风险评估系统,并对系统的总体设计、功能模块和关键技术进行了详细介绍,系统的主要功能包括时空聚集探测、影响因素提取、风险评估、大数据分析和可视化;以2014年中国大陆登革热的爆发为应用案例,从全国、广东省和广州市三个尺度实现了登革热疫情的风险评估及相应专题产品的生产。结论 该系统的建立为我国典型区域登革热风险的快速评估提供了全新的信息化平台,提高了登革热监测评估的自动化水平。Abstract: Objective The application of spatial information technology and big data technology in the construction of dengue risk assessment system provides an information platform and scientific basis for the rapid assessment of disease risk. Methods The risk assessment system was developed by secondary development method, based on the hybrid programming language, and the software functions such as SaTScan, ENVI and ArcGIS. Results We successfully developed a set of risk assessment system of dengue fever based on spatial information technology and big data technology, and the overall design, function modules and key technologies of the system were introduced in detail. The main functions of the system included spatio-temporal aggregation detection, influencing factor extraction, risk assessment, big data analysis and visualization. Taking the outbreak of dengue fever in mainland China in 2014 as an application case, the risk assessment of dengue fever epidemic and the production of corresponding thematic products were realized from three levels of China, Guangdong and Guangzhou. Conclusions The establishment of the system provided a new information platform for the rapid assessment of dengue fever risk in typical areas of China, and improved the automation level of dengue fever monitoring and assessment.
-
Key words:
- Dengue fever /
- Epidemiology /
- Disease attributes /
- Automation
点击查看大图
计量
- 文章访问数: 331
- HTML全文浏览量: 76
- PDF下载量: 43
- 被引次数: 0