利用地理信息系统进行登革热监测:范围审查
Prathiksha Prakash Nayak1, Jagadeesha Pai B2, Sreejith Govindan3
1Department of Civil Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India.
Tropical medicine and health
|August 4, 2025
概括
地理信息系统 (GIS) 通过空间分析和预测建模来增强Aedes蚊子传播的疾病监测. 将GIS与环境数据和机器学习集成,可以改善疫情管理和公共卫生响应.
科学领域:
- 公共卫生 公共卫生
- 地理空间科学 地理空间科学
- 流行病学 流行病学
背景情况:
- 由蚊子传播的Aedes 蚊子传播的疾病对全球健康构成重大挑战.
- 地理信息系统 (GIS) 对于空间分析,风险映射和疾病监测中的预测建模至关重要.
- 本综述审查了GIS在Aedes蚊子监测中的应用.
研究的目的:
- 探索GIS在Aedes蚊子传播疾病监测中的应用.
- 识别关键变量,建模方法和基于GIS的监视中的挑战.
- 突出GIS在这个领域的潜在未来应用.
主要方法:
- 根据PRISMA-ScR指南进行范围审查.
- 在PubMed,Scopus,ScienceDirect和谷歌学者 (2015-2024) 中进行了搜索.
- 根据预先定义的标准,选择并绘制了64项研究.
主要成果:
- 大多数研究都集中在南亚和东南亚.
- 风险映射,热点检测和矢量控制是GIS的主要应用.
- 环境/气候变量和机器学习技术通常与GIS集成.
结论:
- 地质信息系统已经发展成为一种用于主动疾病监测的决策支持系统.
- 将各种数据 (环境,气候,人口) 与GIS集成,可以加强疫情管理.
- 未来的方向包括人工智能,机器学习,物联网和参与式GIS,以改善监控和响应.
相关概念视频
Applications of GIS: Disaster Management and Emergency Response
153
Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
153
Principles of Disease Surveillance
181
Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
181
Selected Data About Geographic Locations
69
Geographic Information Systems (GIS) rely on two core types of data: spatial data and attribute data.Spatial DataSpatial data defines the physical location of features within a coordinate system, typically expressed in terms of latitude and longitude. It provides precise positioning for elements like roads, rivers, or buildings.Attribute DataAttribute data complements spatial data by adding descriptive information about these features. For example, a road's spatial data includes its start and...
69
Introduction to GIS
190
Geographic Information Systems (GIS) are tools for storing, analyzing, and displaying spatial data alongside related attributes. Unlike traditional information systems that address general queries, GIS incorporates spatial components, enabling users to answer "where" and "how far." For example, GIS can process housing data linked to geographic locations like zip codes, allowing insights into population density or housing distribution through thematic maps.GIS integrates technologies such as...
190
Levels of Use of a GIS
101
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
101
GIS Software, Hardware, and Sources of GIS Data
165
A Geographic Information System (GIS) combines specialized software and hardware to effectively manage, analyze, and present spatial and related data. GIS software includes critical functionalities such as a user interface for easy navigation, database management tools for handling spatial and attribute data, and data retrieval features for efficient access. Analytical tools transform raw data into insights, while display functions produce maps and reports in various formats for effective...
165


