This dataset was published at the Sensors journal through the paper `A Service-Oriented Middleware for Integrated Management of Crowdsourced and Sensor Data Streams in Disaster Management`. See: https://doi.org/10.3390/s18061689

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.
- scenario-one/AGORA-DSM-performance-tracking.csv: CEMADEN (http://www.cemaden.gov.br/) rainfall gauges values (station code, time, gathering time, publishin time, latency, base experiment latency, city name - unit of federation, water level) from 2017-11-29 08:50:42 to 2017-11-30 12:15:16;
- scenario-two/AGORA-DSM-performance-tracking.csv: CEMADEN (http://www.cemaden.gov.br/) rainfall gauges values (station code, time, gathering time, publishin time, latency, base experiment latency, city name - unit of federation, water level, latitude and longitude) from 2017-12-12 07:57:56 to 2017-12-13 06:49:20;
- scenario-three/AGORA-DSM-performance-tracking.csv: CEMADEN (http://www.cemaden.gov.br/) rainfall gauges values (station code, time, gathering time, publishin time, latency, base experiment latency, city name - unit of federation, water level, latitude and longitude) from 2017-12-14 01:06:54 to 2017-12-15 12:24:45;
- scenario-fourth/AGORA-DSM-performance-tracking.csv: CEMADEN (http://www.cemaden.gov.br/) rainfall gauges values (station code, time, gathering time, publishin time, latency, base experiment latency, city name - unit of federation, water level, latitude and longitude) from 2017-12-16 08:18:04 to 2017-12-18 07:54:04;
- *.R: post-processing scripts for category/description wordcloud of citizen reports, and sensor management time frequency and behaviour as well as scalability.

For more information about source code: https://github.com/agora-research-group/AGORA-DSM

Citation

Please, cite the article paper or dataset below if you use this data in your research:

    F. G. de Assis, L.F.; E. A. Horita, F.; P. de Freitas, E.; Ueyama, J.; de Albuquerque, J.P.	A Service-Oriented Middleware for Integrated Management of Crowdsourced and Sensor Data Streams in Disaster Management. Sensors 2018, 18, 1689.

BibTex

    @misc{wrap102340,
        month = {May},
        title = {Dataset to support: 'A Service-Oriented Middleware for Integrated Management of Crowdsourced and Sensor Data Streams in Disaster Management'},
        author = {Assis, L.F.F.G.; Horita, F.E.A.; de Freitas, E.P.; Ueyama, J.; and de Albuquerque, J.P. },
        publisher = {Centre for Interdisciplinary Methodologies},
        year = {2018},
        keywords = {Service-Oriented Middleware, Sensor Web Enablement, Disaster Management, Big Data Stream, Crowdsourcing},
        url = {http://wrap.warwick.ac.uk/102340/}
    }

**Corresponding Author**:  Luiz Fernando F. G. de Assis (luizffga [at] gmail [dot] com)

License

This dataset is published under the Creative Commons License.