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相关概念视频

Integrated Healthcare System01:20

Integrated Healthcare System

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An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
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Community Based Intervention01:30

Community Based Intervention

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Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
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Introduction to GIS01:28

Introduction to GIS

54
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...
54
Design Example: Alignment of a Road Line Using GIS01:17

Design Example: Alignment of a Road Line Using GIS

38
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
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Applications of GIS: Disaster Management and Emergency Response01:29

Applications of GIS: Disaster Management and Emergency Response

36
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...
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Thematic Layering in GIS01:30

Thematic Layering in GIS

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In the past, planning projects such as schools or public facilities required extensive manual effort to gather and compile data. Information such as property boundaries, soil characteristics, road networks, zoning regulations, and flood zones had to be sourced individually from courthouses, utility providers, and registry offices. Assembling these datasets into a coherent format often took several months, delaying project timelines.The introduction of Geographic Information Systems (GIS)...
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Vegetated Treatment Systems for Removing Contaminants Associated with Surface Water Toxicity in Agriculture and Urban Runoff
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上城:通过综合系统解决城市问题.

Andre A F Silva1, Adao J S Porto1, Bruno M C Belo1

  • 1Computer Science Division, Aeronautics Institute of Technology, São José dos Campos 12228-900, Brazil.

Sensors (Basel, Switzerland)
|January 8, 2025
PubMed
概括

城市可以整合现有的传感器,以更好地解决城市问题. 一个人工智能驱动的漏洞检测系统向管理人员和公民展示了更高的准确性和透明度.

科学领域:

  • 城市规划和智慧城市技术.
  • 网络物理系统和数据集成.
  • 市政管理中的人工智能.

背景情况:

  • 城市拥有众多传感器,但缺乏集成的数据系统,阻碍了协作和透明度.
  • 孤立的数据领域和利益相关者阻碍了有效的,跨部门的城市问题解决.
  • 需要集成系统,使城市管理人员能够在城市管理人员之间共享数据和仪表板.

研究的目的:

  • 介绍一个整合性网络物理系统的模型,以管理市政问题.
  • 展示该模型在解决道路维护等城市问题的应用.
  • 通过共享数据,加强城市行政部门的合作和透明度.

主要方法:

  • 开发了一个网络物理系统模型,包括物理对象,传感器,数据库,代码和人类交互.
  • 在公民和操作员应用程序中集成了一种用于漏洞识别的AI模型.
  • 公民和运营商利用手机摄像头提交坑洞图像和位置.

主要成果:

  • 综合系统在检测坑洞方面表现出高精度,传感器精度在91%至99%之间.
  • 人工智能模型在从提交的图像中识别坑洞方面取得了显著的准确性.
  • 仪表板为管理人员和公民提供了透明的进度视图,有助于解决问题.
关键词:
集成系统集成系统集成系统.使用UML进行建模.发现坑洞的探测器智慧城市的智慧城市城市问题 城市问题

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结论:

  • 一个集成的网络物理系统可以通过连接不同的数据源来有效地管理城市问题.
  • 人工智能驱动的坑洞检测展示了整合系统在改善城市服务方面的潜力.
  • 提高透明度和数据共享促进了更好的监督和公民参与市政管理.