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Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area
Mobile phone big data can offer new opportunities for identifying weather impacts on recreational ecosystem services in protected areas. This could be useful to assess how climate change could affect recreational ecosystem services. To explore these opportunities, we utilize mobile phone data and ex...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7970922/ https://www.ncbi.nlm.nih.gov/pubmed/33692438 http://dx.doi.org/10.1038/s41598-021-85185-7 |
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author | Jaung, Wanggi Carrasco, L. Roman |
author_facet | Jaung, Wanggi Carrasco, L. Roman |
author_sort | Jaung, Wanggi |
collection | PubMed |
description | Mobile phone big data can offer new opportunities for identifying weather impacts on recreational ecosystem services in protected areas. This could be useful to assess how climate change could affect recreational ecosystem services. To explore these opportunities, we utilize mobile phone data and examine impacts of tropical weather (temperature, rainfall, and wind) and holidays on visitor numbers and stay time in an urban protected area in Singapore. These impacts were analyzed by visitors’ home regions and ethnic groups as well. The study results showed that rising temperatures below 31.7 °C had positive impacts on visitor numbers, in contrast to the common perception that cooler temperatures would be always preferred for outdoor activities in a tropical region. Meanwhile, these rising temperatures reduced visitor stay time in the protected area. Rain and wind had limited impacts on visitors. Compared to the weather variables, holidays had bigger impacts on visitors, particularly the Chinese group and those visitors living not close to the protected area. The study results highlight several advantages of mobile phone data application to analyzing weather impacts on public use of urban protected areas. |
format | Online Article Text |
id | pubmed-7970922 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79709222021-03-19 Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area Jaung, Wanggi Carrasco, L. Roman Sci Rep Article Mobile phone big data can offer new opportunities for identifying weather impacts on recreational ecosystem services in protected areas. This could be useful to assess how climate change could affect recreational ecosystem services. To explore these opportunities, we utilize mobile phone data and examine impacts of tropical weather (temperature, rainfall, and wind) and holidays on visitor numbers and stay time in an urban protected area in Singapore. These impacts were analyzed by visitors’ home regions and ethnic groups as well. The study results showed that rising temperatures below 31.7 °C had positive impacts on visitor numbers, in contrast to the common perception that cooler temperatures would be always preferred for outdoor activities in a tropical region. Meanwhile, these rising temperatures reduced visitor stay time in the protected area. Rain and wind had limited impacts on visitors. Compared to the weather variables, holidays had bigger impacts on visitors, particularly the Chinese group and those visitors living not close to the protected area. The study results highlight several advantages of mobile phone data application to analyzing weather impacts on public use of urban protected areas. Nature Publishing Group UK 2021-03-10 /pmc/articles/PMC7970922/ /pubmed/33692438 http://dx.doi.org/10.1038/s41598-021-85185-7 Text en © The Author(s) 2021 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/. |
spellingShingle | Article Jaung, Wanggi Carrasco, L. Roman Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
title | Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
title_full | Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
title_fullStr | Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
title_full_unstemmed | Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
title_short | Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
title_sort | using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7970922/ https://www.ncbi.nlm.nih.gov/pubmed/33692438 http://dx.doi.org/10.1038/s41598-021-85185-7 |
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