Advancing smart disaster response by leveraging social sensing and mobile technology

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ABSTRACT The integration of citizen science, volunteered geographic information (VGI), and Web/mobile geographic information systems (GIS) has demonstrated significant potential in enhancing disaster response efforts. However, delivering timely, comprehensive and trustworthy information remains a major challenge, particularly when relying on passive data collection from social media. While researchers have developed specialized platforms for natural hazards and advanced models for data analysis, few studies present a holistic lifecycle from stakeholder-oriented design through development, especially with attention to the design phase. To address this gap, this paper introduces an agile and iterative user-centered framework for designing and developing a participatory mobile GIS application for collecting reliable, first-hand observations. A pilot study conducted during real-world hurricane events demonstrated the application’s ability to operate both in real time and offline, enabling the collection of precise geotagged data, categorized labels, and diverse media formats. The results highlight the potential of this active, stakeholder-centered approach to support intelligent disaster response strategies and complement passive and authoritative data sources. This paper advances the integration of citizen science and mobile GIS by providing a framework that follows user-centered design principles to inform future disaster response applications.

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PurposeThe purpose of this paper is to examine the practicality of an application called the mobile geographic information system (GIS). The authors' purpose was to focus specifically on the mobile GIS application in a prototype, mobile‐based model that is utilized for detecting flood warnings and issuing forecasts. At the end of this research project, a usability study was carried out in a test‐lab environment.Design/methodology/approachIn this paper, research is presented regarding the architecture of a structure that has been built on practicality. Readers will learn about a system that is applicable within a vast array of turning‐point situations where rainfall data are communicated to the system in real time.FindingsIt has been revealed that traditional GIS and remote sensing software packages are not as cost‐effective as GIS services that are mobile. Mobile GIS systems have the capability to combine GIS, global positioning system, and remote sensing abilities for retrieving geospatial data sets at costs that are not as pricey as the traditional systems. As time moves on, the need for reliable real‐time data sets is increasing. Additionally, flood management examination provides a valid debate for the combining of mobile GISs within the realm of hydrology. Empirical evidence insinuates and illustrates reliability of GIS and the enhancement in the utilization and creation of devices that are offer mobile capabilities. The usability study revealed that the slope, aspect, watershed, and flow direction functions were not easy to comprehend. It was also discovered during the usability study that the word arrangement, radio button arrangement, and dropdown list caused confusion amongst users. The issue that was deemed as most severe, that was discovered during the usability study, was the blurred comprehension that users experienced regarding the digital elevation model.Research limitations/implicationsBefore the wisest solution can be pinpointed, all of the associated constraints of mobile GIS mapping application need to be identified; however, enough constraints have already been identified to bring to a close that a basic mobile GIS mapping application could created and triumphantly used. There are many platforms to choose from in regards to providing a solution to a feasible incorporation of the mobile GISs into the playing field. It should be decided which browser‐based strategy would serve as the highest of benefit based on characteristics that are important to consumers, such as affordability, ease‐of‐use, user‐friendly coding, and acceptability by users.Originality/valueThis research is highly indicative that mobile GIS would be of great benefit for future studies within the realm of disaster monitoring management. The research presented in this paper can be deemed as original due to the fact that it is a study about the utilization of mobile technologically‐advanced gadgets that provide data analysis for flooding in real time. Moreover, these highly technologically‐advanced devices are cost‐effective compared to those in the past.

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Three Dimensional Volunteered Geographic Information
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  • The Cartographic Journal
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Data collection in field-based environments with alternative mobile devices using mobile geographic information systems and services for quality flexible platforms
  • Jan 1, 2016
  • International Journal of Services and Standards
  • Scott L Wood + 1 more

The study of various facets of Geographic Information Systems (GIS) and Global Positioning Systems (GPS) integration has been ongoing since the early 1990s. Mobile GIS followed closely behind this with a lag in technological developments for mobile devices such as size, computing power, cost and accessibility. Once mobile technologies caught up to the integration of GIS and GPS through the advent of smart mobile devices of the 21st century, the capabilities were nearly limitless. The integration of GIS and GPS functionality in smart devices started a new era of mobile GIS. This study analyses GPS horizontal positional accuracy for selected smart mobile devices under ideal GPS data collection conditions in reference to National Geodetic Survey benchmark sites within central Arkansas. For the study, smart devices are denied network connectivity to ascertain the robustness of autonomous GPS compared to these same device's assisted-GPS modes and selected dedicated GPS devices. The study area provides many field-based environments that one might typically encounter when collecting location and attribute information such as no connectivity to cellular service, canopy density, urban canyons, and rural and idyllic conditions. Observed differences between study GPS readings and benchmark data are examined statistically to determine each device's effectiveness.

  • Book Chapter
  • Cite Count Icon 3
  • 10.1007/978-981-13-2330-0_10
A Volunteered Geographic Information (VGI) Framework for Disaster Management Based on Mobile Services and SDI
  • Jan 1, 2018
  • A Dasgupta + 1 more

With the advent of communication technology and location enabled handheld devices, the citizens, regardless of their knowledge or expertise, may help in generating spatial information. This phenomenon is known as volunteered geographic information (VGI). Thus, VGI can be seen as a way of producing geographic information and as a tool for updating national geographic databases. This work proposes a volunteered geographic information (VGI) framework for disaster management, primarily focuses on flood disaster. During disaster situation, the local volunteers may provide authentic and real-time information to the disaster management decision-makers and in-situ rescue worker. The local volunteers also can involve in initial rescue operation by using their domain knowledge and physical capacity. The work involves: (i) development of a geospatial platform for collecting authentic data for disaster management from the local volunteers; (ii) integrating with backend SDI for generation of disaster risk map by the processing of volunteered data along with the geospatial data from several authoritative data sources; (iii) development of a rescue plan based on information provided by the local volunteers by using ant colony optimization technique, etc. The system has been validated with some real and simulated data related to flood disaster.

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Mobile and Wireless GIS Based Upon Independent Development
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  • 10.2196/mhealth.3216
Mobile technologies and geographic information systems to improve health care systems: a literature review.
  • May 8, 2014
  • JMIR mHealth and uHealth
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BackgroundA growing body of research has employed mobile technologies and geographic information systems (GIS) for enhancing health care and health information systems, but there is yet a lack of studies of how these two types of systems are integrated together into the information infrastructure of an organization so as to provide a basis for data analysis and decision support. Integration of data and technical systems across the organization is necessary for efficient large-scale implementation.ObjectiveThe aim of this paper is to identify how mobile technologies and GIS applications have been used, independently as well as in combination, for improving health care.MethodsThe electronic databases PubMed, BioMed Central, Wiley Online Library, Scopus, Science Direct, and Web of Science were searched to retrieve English language articles published in international academic journals after 2005. Only articles addressing the use of mobile or GIS technologies and that met a prespecified keyword strategy were selected for review.ResultsA total of 271 articles were selected, among which 220 concerned mobile technologies and 51 GIS. Most articles concern developed countries (198/271, 73.1%), and in particular the United States (81/271, 29.9%), United Kingdom (31/271, 11.4%), and Canada (14/271, 5.2%). Applications of mobile technologies can be categorized by six themes: treatment and disease management, data collection and disease surveillance, health support systems, health promotion and disease prevention, communication between patients and health care providers or among providers, and medical education. GIS applications can be categorized by four themes: disease surveillance, health support systems, health promotion and disease prevention, and communication to or between health care providers. Mobile applications typically focus on using text messaging (short message service, SMS) for communication between patients and health care providers, most prominently reminders and advice to patients. These applications generally have modest benefits and may be appropriate for implementation. Integration of health data using GIS technology also exhibit modest benefits such as improved understanding of the interplay of psychological, social, environmental, area-level, and sociodemographic influences on physical activity. The studies evaluated showed promising results in helping patients treating different illnesses and managing their condition effectively. However, most studies use small sample sizes and short intervention periods, which means limited clinical or statistical significance.ConclusionsA vast majority of the papers report positive results, including retention rate, benefits for patients, and economic gains for the health care provider. However, implementation issues are little discussed, which means the reasons for the scarcity of large-scale implementations, which might be expected given the overwhelmingly positive results, are yet unclear. There is also little combination between GIS and mobile technologies. In order for health care processes to be effective they must integrate different kinds of existing technologies and data. Further research and development is necessary to provide integration and better understand implementation issues.

  • Book Chapter
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  • 10.1007/978-3-031-22680-9_12
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In the early 2000s, Web 2.0 technologies prompted an explosion in geographic data that include Volunteered Geographic Information (VGI), a set of methods that brings user contribution to the center of data acquisition. These methods increase the capacity of community-driven and local initiatives to create geographic information and close existing data gaps in authoritative sources. Informal settlements constitute an example of where a major vacuum exists, as maps are often incomplete, outdated, or imprecise. However, quality issues regarding VGI frequently arise, as do questions on citizen participation and empowerment. This study explores how different VGI approaches support citizen participation and user empowerment, in tandem with the opportunities and limitations of VGI to map informal settlements in Latin America. We propose a VGI comparison framework to evaluate citizen participation in two informal settlement mapping projects in São Paulo and Mexico City. Such a framework includes four categories: (1) required material resources; (2) required geographic information system (GIS) literacy; (3) user agency; and (4) involvement of research subjects. The results demonstrate that higher citizen involvement in São Paulo stems from the inclusion of residents through participatory mapping methods. Conversely, the Mexico City’s case demonstrates how crowdsourcing may happen irrespective of and contrary to the goals from those represented in the data. We suggest that VGI is a powerful tool for generating timely and precise data on informal settlements, but research subjects should have agency over geographic information collected about them.

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