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Hyperlocal environmental data with a mobile platform in urban environments

Environmental data with a high spatio-temporal resolution is vital in informing actions toward tackling urban sustainability challenges. Yet, access to hyperlocal environmental data sources is limited due to the lack of monitoring infrastructure, consistent data quality, and data availability to the...

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Autores principales: Wang, An, Mora, Simone, Machida, Yuki, deSouza, Priyanka, Paul, Sanjana, Oyinlola, Oluwatobi, Duarte, Fábio, Ratti, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404226/
https://www.ncbi.nlm.nih.gov/pubmed/37543703
http://dx.doi.org/10.1038/s41597-023-02425-3
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author Wang, An
Mora, Simone
Machida, Yuki
deSouza, Priyanka
Paul, Sanjana
Oyinlola, Oluwatobi
Duarte, Fábio
Ratti, Carlo
author_facet Wang, An
Mora, Simone
Machida, Yuki
deSouza, Priyanka
Paul, Sanjana
Oyinlola, Oluwatobi
Duarte, Fábio
Ratti, Carlo
author_sort Wang, An
collection PubMed
description Environmental data with a high spatio-temporal resolution is vital in informing actions toward tackling urban sustainability challenges. Yet, access to hyperlocal environmental data sources is limited due to the lack of monitoring infrastructure, consistent data quality, and data availability to the public. This paper reports environmental data (PM, NO(2), temperature, and relative humidity) collected from 2020 to 2022 and calibrated in four deployments in three global cities. Each data collection campaign targeted a specific urban environmental problem related to air quality, such as tree diversity, community exposure disparities, and excess fossil fuel usage. Firstly, we introduce the mobile platform design and its deployment in Boston (US), NYC (US), and Beirut (Lebanon). Secondly, we present the data cleaning and validation process, for the air quality data. Lastly, we explain the data format and how hyperlocal environmental datasets can be used standalone and with other data to assist evidence-based decision-making. Our mobile environmental sensing datasets include cities of varying scales, aiming to address data scarcity in developing regions and support evidence-based environmental policymaking.
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spelling pubmed-104042262023-08-07 Hyperlocal environmental data with a mobile platform in urban environments Wang, An Mora, Simone Machida, Yuki deSouza, Priyanka Paul, Sanjana Oyinlola, Oluwatobi Duarte, Fábio Ratti, Carlo Sci Data Data Descriptor Environmental data with a high spatio-temporal resolution is vital in informing actions toward tackling urban sustainability challenges. Yet, access to hyperlocal environmental data sources is limited due to the lack of monitoring infrastructure, consistent data quality, and data availability to the public. This paper reports environmental data (PM, NO(2), temperature, and relative humidity) collected from 2020 to 2022 and calibrated in four deployments in three global cities. Each data collection campaign targeted a specific urban environmental problem related to air quality, such as tree diversity, community exposure disparities, and excess fossil fuel usage. Firstly, we introduce the mobile platform design and its deployment in Boston (US), NYC (US), and Beirut (Lebanon). Secondly, we present the data cleaning and validation process, for the air quality data. Lastly, we explain the data format and how hyperlocal environmental datasets can be used standalone and with other data to assist evidence-based decision-making. Our mobile environmental sensing datasets include cities of varying scales, aiming to address data scarcity in developing regions and support evidence-based environmental policymaking. Nature Publishing Group UK 2023-08-05 /pmc/articles/PMC10404226/ /pubmed/37543703 http://dx.doi.org/10.1038/s41597-023-02425-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Data Descriptor
Wang, An
Mora, Simone
Machida, Yuki
deSouza, Priyanka
Paul, Sanjana
Oyinlola, Oluwatobi
Duarte, Fábio
Ratti, Carlo
Hyperlocal environmental data with a mobile platform in urban environments
title Hyperlocal environmental data with a mobile platform in urban environments
title_full Hyperlocal environmental data with a mobile platform in urban environments
title_fullStr Hyperlocal environmental data with a mobile platform in urban environments
title_full_unstemmed Hyperlocal environmental data with a mobile platform in urban environments
title_short Hyperlocal environmental data with a mobile platform in urban environments
title_sort hyperlocal environmental data with a mobile platform in urban environments
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404226/
https://www.ncbi.nlm.nih.gov/pubmed/37543703
http://dx.doi.org/10.1038/s41597-023-02425-3
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