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Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis
Cities around the world are struggling with environmental pollution. The conventional monitoring approaches are not effective for undertaking large-scale environmental monitoring due to logistical and cost-related issues. The availability of low-cost and low-power Internet of Things (IoT) devices ha...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9402591/ https://www.ncbi.nlm.nih.gov/pubmed/36002580 http://dx.doi.org/10.1038/s41598-022-18700-z |
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author | Mahajan, Sachit |
author_facet | Mahajan, Sachit |
author_sort | Mahajan, Sachit |
collection | PubMed |
description | Cities around the world are struggling with environmental pollution. The conventional monitoring approaches are not effective for undertaking large-scale environmental monitoring due to logistical and cost-related issues. The availability of low-cost and low-power Internet of Things (IoT) devices has proved to be an effective alternative to monitoring the environment. Such systems have opened up environment monitoring opportunities to citizens while simultaneously confronting them with challenges related to sensor accuracy and the accumulation of large data sets. Analyzing and interpreting sensor data itself is a formidable task that requires extensive computational resources and expertise. To address this challenge, a social, open-source, and citizen-centric IoT (Soc-IoT) framework is presented, which combines a real-time environmental sensing device with an intuitive data analysis and visualization application. Soc-IoT has two main components: (1) CoSense Unit—a resource-efficient, portable and modular device designed and evaluated for indoor and outdoor environmental monitoring, and (2) exploreR—an intuitive cross-platform data analysis and visualization application that offers a comprehensive set of tools for systematic analysis of sensor data without the need for coding. Developed as a proof-of-concept framework to monitor the environment at scale, Soc-IoT aims to promote environmental resilience and open innovation by lowering technological barriers. |
format | Online Article Text |
id | pubmed-9402591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94025912022-08-26 Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis Mahajan, Sachit Sci Rep Article Cities around the world are struggling with environmental pollution. The conventional monitoring approaches are not effective for undertaking large-scale environmental monitoring due to logistical and cost-related issues. The availability of low-cost and low-power Internet of Things (IoT) devices has proved to be an effective alternative to monitoring the environment. Such systems have opened up environment monitoring opportunities to citizens while simultaneously confronting them with challenges related to sensor accuracy and the accumulation of large data sets. Analyzing and interpreting sensor data itself is a formidable task that requires extensive computational resources and expertise. To address this challenge, a social, open-source, and citizen-centric IoT (Soc-IoT) framework is presented, which combines a real-time environmental sensing device with an intuitive data analysis and visualization application. Soc-IoT has two main components: (1) CoSense Unit—a resource-efficient, portable and modular device designed and evaluated for indoor and outdoor environmental monitoring, and (2) exploreR—an intuitive cross-platform data analysis and visualization application that offers a comprehensive set of tools for systematic analysis of sensor data without the need for coding. Developed as a proof-of-concept framework to monitor the environment at scale, Soc-IoT aims to promote environmental resilience and open innovation by lowering technological barriers. Nature Publishing Group UK 2022-08-24 /pmc/articles/PMC9402591/ /pubmed/36002580 http://dx.doi.org/10.1038/s41598-022-18700-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mahajan, Sachit Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
title | Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
title_full | Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
title_fullStr | Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
title_full_unstemmed | Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
title_short | Design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
title_sort | design and development of an open-source framework for citizen-centric environmental monitoring and data analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9402591/ https://www.ncbi.nlm.nih.gov/pubmed/36002580 http://dx.doi.org/10.1038/s41598-022-18700-z |
work_keys_str_mv | AT mahajansachit designanddevelopmentofanopensourceframeworkforcitizencentricenvironmentalmonitoringanddataanalysis |