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Data for A service-oriented middleware for integrated management of crowdsourced and sensor data streams in disaster management
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de Assis, Luiz Fernando F. G., Horita, Flávio E. A., de Freitas, Edison P., Ueyama, Jo and Albuquerque, João Porto de (2018) Data for A service-oriented middleware for integrated management of crowdsourced and sensor data streams in disaster management. [Dataset]
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README.txt - Published Version Available under License Creative Commons Attribution 4.0. Download (3016b) |
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Sensors.zip - Published Version Available under License Creative Commons Attribution 4.0. Download (13Mb) |
Official URL: http://wrap.warwick.ac.uk/102340
Abstract
The increasing number of sensors used in diverse applications has provided a massive number of continuous, unbounded, rapid data and requires the management of distinct protocols, interfaces and intermittent connections. As traditional sensor networks are error-prone and difficult to maintain, the study highlights the emerging role of “citizens as sensors” as a complementary data source to increase public awareness. To this end, an interoperable, reusable middleware for managing spatial, temporal, and thematic data using Sensor Web Enablement initiative services and a processing engine was designed, implemented, and deployed. The study found that its approach provided effective sensor data-stream access, publication, and filtering in dynamic scenarios such as disaster management, as well as it enables batch and stream management integration. Also, an
interoperability analytics testing of a flood citizen observatory highlighted even variable data such as those provided by the crowd can be integrated with sensor data stream. Our approach, thus, offers a mean to improve near-real-time applications.
Item Type: | Dataset | |||||||||||||||||||||||||||||||||
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Subjects: | H Social Sciences > HV Social pathology. Social and public welfare Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software |
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Divisions: | Faculty of Social Sciences > Centre for Interdisciplinary Methodologies | |||||||||||||||||||||||||||||||||
Type of Data: | Environmental observations | |||||||||||||||||||||||||||||||||
Library of Congress Subject Headings (LCSH): | Middleware, Emergency management, Sensor networks, Crowdsourcing | |||||||||||||||||||||||||||||||||
Publisher: | University of Warwick, Centre for Interdisciplinary Methodologies | |||||||||||||||||||||||||||||||||
Official Date: | 1 June 2018 | |||||||||||||||||||||||||||||||||
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Status: | Not Peer Reviewed | |||||||||||||||||||||||||||||||||
Publication Status: | Published | |||||||||||||||||||||||||||||||||
Media of Output (format): | .CSV, .TXT and R files | |||||||||||||||||||||||||||||||||
Access rights to Published version: | Open Access (Creative Commons) | |||||||||||||||||||||||||||||||||
Copyright Holders: | University of Warwick | |||||||||||||||||||||||||||||||||
Description: | The dataset contains: - crowdsourcing/reports.csv: The georeferenced reports provided by volunteers in a Citizen Observatory (http://www.agora.icmc.usp.br/enchente/) in the city of São Carlos. |
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Date of first compliant deposit: | 1 June 2018 | |||||||||||||||||||||||||||||||||
Date of first compliant Open Access: | 1 June 2018 | |||||||||||||||||||||||||||||||||
RIOXX Funder/Project Grant: |
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Contributors: |
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