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Poster Abstract: Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis

Published:26 April 2024Publication History

ABSTRACT

This paper examines fault resilience among citizen-science air quality monitoring networks in California's economically challenged San Joaquin Valley (SJV). We examine disparities in monitoring capabilities and data equity between the SJV and the San Francisco Bay Area. We found significant inequities through experimental analysis simulating sensor failures. Our results emphasize the need for reliable monitoring systems and advanced modeling algorithms in resource-limited areas.

References

  1. American Lung Association et al. 2023. State of the Air 2023. (2023).Google ScholarGoogle Scholar
  2. Margaret A Krudysz, John R Froines, Philip M Fine, and Constantinos Sioutas. 2008. Intra-community spatial variation of size-fractionated PM mass, OC, EC, and trace elements in the Long Beach, CA area. Atmospheric Environment 42, 21 (2008), 5374--5389.Google ScholarGoogle ScholarCross RefCross Ref
  3. V Rondero Hernandez, KA Curtis, P Sutton, and R Carabez. 2004. Struggling to Breathe: The Epidemic of Asthma Among Children and Adolescents in the San Joaquin Valley.Google ScholarGoogle Scholar

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  • Published in

    cover image ACM Conferences
    SenSys '23: Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems
    November 2023
    574 pages
    ISBN:9798400704147
    DOI:10.1145/3625687

    This work is licensed under a Creative Commons Attribution International 4.0 License.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    • Published: 26 April 2024

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