{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:49:17Z","timestamp":1755794957659,"version":"3.44.0"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032017222","type":"print"},{"value":"9783032017239","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,17]],"date-time":"2025-08-17T00:00:00Z","timestamp":1755388800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,8,17]],"date-time":"2025-08-17T00:00:00Z","timestamp":1755388800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-01723-9_5","type":"book-chapter","created":{"date-parts":[[2025,8,16]],"date-time":"2025-08-16T14:43:33Z","timestamp":1755355413000},"page":"59-76","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Discovering Urban Insights of Air Pollution in Mexico City Using Social Networks"],"prefix":"10.1007","author":[{"given":"Samantha","family":"Hern\u00e1ndez-Clemente","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Susana","family":"Medina-Flores","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leonel","family":"Olivares-Conchillos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Zagal-Flores","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amadeo Jos\u00e9 Arguelles","family":"Cruz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel Jim\u00e9nez","family":"Alcantar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eidan Plata","family":"Salinas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mario Aldape","family":"Perez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evelyn Velasco","family":"Zagal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,8,17]]},"reference":[{"key":"5_CR1","unstructured":"Secretar\u00eda de Medio Ambiente y Recursos Naturales (SEMARNAT): Norma Oficial Mexicana NOM-172-SEMARNAT-2019: Guidelines for obtaining and communicating the Air Quality Index and Health Risks. Mexico: Diario Oficial de la Federaci\u00f3n (2019)"},{"key":"5_CR2","unstructured":"Instituto Nacional de Ecolog\u00eda y Cambio Clim\u00e1tico (INECC): National Air Quality Report 2020 Mexico. General Coordination of Pollution and Environmental Health, Air Quality and Climate Change Research Directorate, Mexico City (2022)"},{"key":"5_CR3","unstructured":"Environmental and Land Use Attorney\u2019s Office (PAOT): General statistics (2002). https:\/\/paot.org.mx\/conocenos\/que_es_paot.php. Accessed 24 Mar 2025"},{"key":"5_CR4","unstructured":"Environmental and Land Use Attorney's Office (PAOT): General statistics by delegation (2002). http:\/\/www.paot.org.mx\/contenidos_graficas\/delegaciones\/graficas_gral.php. Accessed 24 Mar 2025"},{"key":"5_CR5","unstructured":"R\u00edo Camargo, A.D.: Climate change, ozone penalty, and associated mortality in Mexico City. Unpublished manuscript (2020)"},{"key":"5_CR6","unstructured":"Freire, F.C.: Social networks disrupt traditional media models. Revista Latina de Comunicaci\u00f3n Soc. 11(63) (2008)"},{"key":"5_CR7","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1016\/j.cities.2018.11.008","volume":"91","author":"L Yan","year":"2019","unstructured":"Yan, L., Duarte, F., Wang, D., Zheng, S., Ratti, C.: Exploring the effect of air pollution on social activity in China using geotagged social media check-in data. Cities 91, 116\u2013125 (2019). https:\/\/doi.org\/10.1016\/j.cities.2018.11.008","journal-title":"Cities"},{"key":"5_CR8","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.ypmed.2019.02.011","volume":"121","author":"Y Hswen","year":"2019","unstructured":"Hswen, Y., Qin, Q., Brownstein, J.S., Hawkins, J.B.: Feasibility of using social media to monitor outdoor air pollution in London, England. Prev. Med. 121, 86\u201393 (2019). https:\/\/doi.org\/10.1016\/j.ypmed.2019.02.011","journal-title":"Prev. Med."},{"issue":"23","key":"5_CR9","doi-asserted-by":"publisher","first-page":"16115","DOI":"10.3390\/ijerph192316115","volume":"19","author":"B Ye","year":"2022","unstructured":"Ye, B., Krishnan, P., Jia, S.: Public concern about air pollution and related health outcomes on social media in China: an analysis of data from Sina Weibo and air monitoring stations. Int. J. Environ. Res. Public Health 19(23), 16115 (2022). https:\/\/doi.org\/10.3390\/ijerph192316115","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"2","key":"5_CR10","doi-asserted-by":"publisher","first-page":"85","DOI":"10.3390\/su9020085","volume":"9","author":"S Hong","year":"2018","unstructured":"Hong, S.: Citizen reporting on air quality: Using social media as social sensors. Sustainability 9(2), 85 (2018). https:\/\/doi.org\/10.3390\/su9020085","journal-title":"Sustainability"},{"issue":"2","key":"5_CR11","doi-asserted-by":"publisher","first-page":"85","DOI":"10.3390\/su9020085","volume":"9","author":"RS Kumbalaparambil","year":"2022","unstructured":"Kumbalaparambil, R.S., Balakrishnan, P., Kamath, S.: Real-time air quality monitoring using social media. Sustainability 9(2), 85 (2022). https:\/\/doi.org\/10.3390\/su9020085","journal-title":"Sustainability"},{"issue":"2","key":"5_CR12","doi-asserted-by":"publisher","first-page":"85","DOI":"10.3390\/su9020085","volume":"9","author":"W Wang","year":"2017","unstructured":"Wang, W., Zhang, X., Zhang, L.: Urban air quality inference using social media. Sustainability 9(2), 85 (2017). https:\/\/doi.org\/10.3390\/su9020085","journal-title":"Sustainability"},{"key":"5_CR13","doi-asserted-by":"publisher","unstructured":"Yu, N., Hu, X., Song, B., Yang, J., Zhang, J.: Topic-oriented image captioning based on order-embedding. IEEE Trans. Image Process. 28, 2743\u20132754 (2021). https:\/\/doi.org\/10.1109\/TIP.2018.2889922. IBM Watson: Big Data Challenges in Life Sciences Research: How Cognitive Computing Ca Challenges in Life Sciences Research: How Cognitive Computing Can Challenges in Life Sciences Research: How Cognitive Computing Can be Applied","DOI":"10.1109\/TIP.2018.2889922."},{"key":"5_CR14","doi-asserted-by":"publisher","unstructured":"Cui, N., Malleson, N., Houlden, V., Yan, Y., Comber, A.: Uso de Twitter para comprender los cambios espaciotemporales en temas de espacios verdes urbanos basados \u200b\u200ben modelos de temas estructurales, Ciudades 157, 105601 (2025).https:\/\/doi.org\/10.1016\/j.cities.2024.105601","DOI":"10.1016\/j.cities.2024.105601"},{"key":"5_CR15","doi-asserted-by":"publisher","unstructured":"Tan, Z., Wu, H., Chen, Q., Huang, J.: Spatiotemporal analysis of air quality and its driving factors in Beijing\u2019s main urban area. Sustainability 16, 6131 (2024).\u00a0https:\/\/doi.org\/10.3390\/su16146131","DOI":"10.3390\/su16146131"}],"container-title":["Lecture Notes in Computer Science","Web and Wireless Geographical Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-01723-9_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,16]],"date-time":"2025-08-16T14:43:36Z","timestamp":1755355416000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-01723-9_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,17]]},"ISBN":["9783032017222","9783032017239"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-01723-9_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,17]]},"assertion":[{"value":"17 August 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"W2GIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Web and Wireless Geographical Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexico City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexico","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"w2gis2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}