Spatial and temporal variations, and socioeconomic drivers of air quality: case study of the Beijing-Tianjin-Hebei urban agglomeration
Air pollution poses a serious threat to both economic development and public health in China’s heavily polluted Beijing-Tianjin-Hebei region.Realizing a win-win situation for social development and environmental well-being is a pressing issue.This study analyzed panel data from 199 districts in Beij...
Saved in:
Published in | Environmental Research Communications Vol. 6; no. 12; pp. 125026 - 125041 |
---|---|
Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Bristol
IOP Publishing
01.12.2024
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Air pollution poses a serious threat to both economic development and public health in China’s heavily polluted Beijing-Tianjin-Hebei region.Realizing a win-win situation for social development and environmental well-being is a pressing issue.This study analyzed panel data from 199 districts in Beijing-Tianjin-Hebei from 2013 to 2020 using various regression models and found that air quality index values decreased by 48.2%. Spatially, the Beijing-Tianjin-Hebei Air Quality Index had a significantly positively correlated spatial correlation that increased over time. Second, energy consumption per unit of gross domestic product and the proportion of construction land had a positive effect on the AQI values of Beijing-Tianjin-Hebei. This implies that increasing energy consumption exacerbates air pollution, particularly in Baoding. Influenced by the urbanization process, the increase in the construction-land ratio was the most significant positive factor, notably in Baoding and Zhangjiakou. Third, there was a negative influence of Research and Development investment and total social retail sales on the Beijing-Tianjin-Hebei Air Quality Index. This finding indicated that increasing Research and Development investment will alleviate air pollution, with most of the counties in the study area benefitting. The collective findings indicate that more prosperous economic areas (such as Beijing and Tangshan) need to pay more attention to air pollution control and that air pollution in the Hebei cluster of heavy industries will be aggravated by the increase in total social retail sales. Based on these results, long-term measures for air pollution control in Beijing-Tianjin-Hebei should focus on reducing energy consumption, slowing urban expansion, and industrial restructuring. |
---|---|
AbstractList | Air pollution poses a serious threat to both economic development and public health in China’s heavily polluted Beijing-Tianjin-Hebei region.Realizing a win-win situation for social development and environmental well-being is a pressing issue.This study analyzed panel data from 199 districts in Beijing-Tianjin-Hebei from 2013 to 2020 using various regression models and found that air quality index values decreased by 48.2%. Spatially, the Beijing-Tianjin-Hebei Air Quality Index had a significantly positively correlated spatial correlation that increased over time. Second, energy consumption per unit of gross domestic product and the proportion of construction land had a positive effect on the AQI values of Beijing-Tianjin-Hebei. This implies that increasing energy consumption exacerbates air pollution, particularly in Baoding. Influenced by the urbanization process, the increase in the construction-land ratio was the most significant positive factor, notably in Baoding and Zhangjiakou. Third, there was a negative influence of Research and Development investment and total social retail sales on the Beijing-Tianjin-Hebei Air Quality Index. This finding indicated that increasing Research and Development investment will alleviate air pollution, with most of the counties in the study area benefitting. The collective findings indicate that more prosperous economic areas (such as Beijing and Tangshan) need to pay more attention to air pollution control and that air pollution in the Hebei cluster of heavy industries will be aggravated by the increase in total social retail sales. Based on these results, long-term measures for air pollution control in Beijing-Tianjin-Hebei should focus on reducing energy consumption, slowing urban expansion, and industrial restructuring. |
Author | Zhang, Yunlu Liu, Chenhui Tang, Hanqi Ding, Huanru He, Yufeng Wang, Weiqi Gao, Jingran Cao, Lei Chen, Yanfei |
Author_xml | – sequence: 1 givenname: Weiqi surname: Wang fullname: Wang, Weiqi organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 2 givenname: Yufeng surname: He fullname: He, Yufeng organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 3 givenname: Jingran surname: Gao fullname: Gao, Jingran organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 4 givenname: Lei surname: Cao fullname: Cao, Lei organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 5 givenname: Huanru surname: Ding fullname: Ding, Huanru organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 6 givenname: Chenhui surname: Liu fullname: Liu, Chenhui organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 7 givenname: Hanqi surname: Tang fullname: Tang, Hanqi organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 8 givenname: Yanfei surname: Chen fullname: Chen, Yanfei organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China – sequence: 9 givenname: Yunlu orcidid: 0009-0007-4982-6654 surname: Zhang fullname: Zhang, Yunlu organization: Beijing Forestry University School of Landscape Architecture, Beijing, People’s Republic of China |
BookMark | eNp9UU1v1DAQjVCRKKV3jpY4cGmov-I63KACWqkSB8rZGtvjxatsnNpJpf0D_G68G1Q4ICRLnnnz5s1o3svmZEwjNs1rRt8xqvUl71jXXilOL8H3qN2z5vQJOvkrftGcl7KllPKrXlImT5uf3yaYIwwERk9m3E0p1-QRcqxwGsvFsVCSiwldGtMuOuJzfMRcSAoEYiYPCwxx3r8nDgqSMi9-fyjNP5B8xLiN46a9jzDWoL1Bi5Es2cJIYLMZ0g7zcc6r5nmAoeD57_-s-f750_31TXv39cvt9Ye71tV151aA6qjiWiihbBAaeudoJxhIHnpATaFXPoigA0rVA0gJFpF5yxGs1SDOmttV1yfYminHHeS9SRDNEUh5YyDP0Q1obGCMquBDVw-FqLW16DrZg-0ktcxXrTer1pTTw4JlNtu05LGubwSTPZdCKlpZdGW5nErJGJ6mMmoO5pmDO-bgjlnNqy0Xa0tM0x_N_9Df_oOO2RllGK-vo1yZqd7lFz0mrLg |
Cites_doi | 10.1016/j.jes.2022.02.043 10.1016/j.atmosenv.2014.11.062 10.1016/S1001-0742(11)60724-9 10.1016/j.jes.2019.02.031 10.1007/s10109-012-0168-x 10.1016/j.jclepro.2016.08.152 10.1016/j.jenvman.2020.110998 10.1016/j.uclim.2022.101327 10.1016/j.atmosenv.2005.11.059 10.3390/ijerph17051598 10.1021/es201656f 10.1080/17421770903541772 10.1016/j.jclepro.2015.05.005 10.1038/s41598-017-18107-1 10.3390/ijerph16162820 10.3389/fenvs.2023.1134334 10.1016/j.envint.2015.11.003 10.1016/j.rser.2015.07.190 10.1016/j.envpol.2019.113659 10.1088/1748-9326/6/2/024019 10.1016/j.jclepro.2021.126822 10.1016/j.envres.2014.07.017 10.1164/ajrccm.155.1.9001300 10.1016/j.envint.2014.08.016 10.1080/13658810802672469 10.1016/j.ecolmodel.2006.07.005 10.1016/j.jclepro.2019.05.342 10.1016/j.jclepro.2019.117885 10.3390/su14127198. 10.1007/s11356-018-3763-7 10.1016/j.envpol.2019.03.050 10.1016/j.envint.2020.106168 10.1016/j.landurbplan.2008.10.021 10.1007/s11356-020-07778-5 10.3390/su14148967 10.1016/j.envpol.2014.07.022 10.1016/j.jes.2021.09.030 10.1007/s11356-023-25193-4 10.1515/geo-2017-0026 10.1016/j.jes.2021.04.025 10.1007/s11356-022-23927-4 10.1016/j.atmosenv.2007.09.003 10.1016/j.jclepro.2019.119164 10.1016/j.jenvman.2019.110048 10.1016/j.egyr.2019.11.029 10.1016/j.jclepro.2017.08.215 10.1016/j.atmosenv.2010.09.060 10.1016/j.jes.2022.05.037 10.1016/j.jclepro.2017.07.127 10.1016/j.jes.2022.02.041 10.1111/gean.12071 10.1016/j.chemosphere.2019.125611 10.1016/j.scitotenv.2020.139456 10.1038/s41598-019-56578-6 10.1016/j.partic.2015.01.003 10.1016/j.apr.2023.101782 10.3390/su11041171 10.1016/j.eiar.2023.107092 10.1016/j.envpol.2014.02.024 10.1016/j.scitotenv.2020.142591 |
ContentType | Journal Article |
Copyright | 2024 The Author(s). Published by IOP Publishing Ltd 2024 The Author(s). Published by IOP Publishing Ltd. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: 2024 The Author(s). Published by IOP Publishing Ltd – notice: 2024 The Author(s). Published by IOP Publishing Ltd. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | O3W TSCCA AAYXX CITATION ABUWG AEUYN AFKRA ATCPS AZQEC BENPR BHPHI CCPQU COVID DWQXO GNUQQ HCIFZ PATMY PHGZM PHGZT PIMPY PKEHL PQEST PQQKQ PQUKI PRINS PYCSY DOA |
DOI | 10.1088/2515-7620/ad9e8c |
DatabaseName | IOPscience : Institute of Physics Open Access Journal Titles [open access] IOPscience (Open Access) CrossRef ProQuest Central (Alumni) ProQuest One Sustainability ProQuest Central UK/Ireland Agricultural & Environmental Science Collection ProQuest Central Essentials ProQuest Central Natural Science Collection ProQuest One Coronavirus Research Database ProQuest Central ProQuest Central Student SciTech Premium Collection Environmental Science Database ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Environmental Science Collection DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef Publicly Available Content Database ProQuest Central Student ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest One Academic Eastern Edition Coronavirus Research Database ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Central China ProQuest Central Environmental Science Collection ProQuest One Sustainability ProQuest One Academic UKI Edition Natural Science Collection ProQuest Central Korea Agricultural & Environmental Science Collection Environmental Science Database ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New) |
DatabaseTitleList | CrossRef Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: O3W name: IOPscience : Institute of Physics Open Access Journal Titles [open access] url: http://iopscience.iop.org/ sourceTypes: Enrichment Source Publisher – sequence: 3 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Environmental Sciences Economics Public Health |
EISSN | 2515-7620 |
ExternalDocumentID | oai_doaj_org_article_bf1106fdf5014ee88bbec549ab540b1d 10_1088_2515_7620_ad9e8c ercad9e8c |
GeographicLocations | Beijing China China |
GeographicLocations_xml | – name: China – name: Beijing China |
GrantInformation_xml | – fundername: “Beijing-Tianjin-Hebei Eco-Breakthrough Science and Technology Collaborative Innovation Center in Operation.” grantid: 2024132042 |
GroupedDBID | AAFWJ AATNI ABHWH ACHIP ADBBV AEUYN AFKRA AFPKN AKPSB ALMA_UNASSIGNED_HOLDINGS ATCPS BCNDV BENPR BHPHI CCPQU CJUJL CRLBU EBS FRP GROUPED_DOAJ HCIFZ IJHAN IOP M~E N5L O3W OK1 PATMY PIMPY PYCSY TSCCA AAYXX CITATION PHGZM PHGZT ABUWG AEINN AZQEC COVID DWQXO GNUQQ PKEHL PQEST PQQKQ PQUKI PRINS PUEGO |
ID | FETCH-LOGICAL-c401t-3a6506283636bf38a9cc0531a42f9ae80a96df3f8fe469aa44abee1db2eabb8a3 |
IEDL.DBID | BENPR |
ISSN | 2515-7620 |
IngestDate | Wed Aug 27 00:55:40 EDT 2025 Sun Aug 10 13:40:51 EDT 2025 Tue Jul 01 03:19:40 EDT 2025 Tue Dec 31 23:39:50 EST 2024 Tue Dec 31 23:39:57 EST 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 12 |
Language | English |
License | Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c401t-3a6506283636bf38a9cc0531a42f9ae80a96df3f8fe469aa44abee1db2eabb8a3 |
Notes | ERC-102646.R2 ObjectType-Case Study-2 SourceType-Scholarly Journals-1 content type line 14 ObjectType-Feature-4 ObjectType-Report-1 ObjectType-Article-3 |
ORCID | 0009-0007-4982-6654 |
OpenAccessLink | https://www.proquest.com/docview/3149243460?pq-origsite=%requestingapplication% |
PQID | 3149243460 |
PQPubID | 4916453 |
PageCount | 16 |
ParticipantIDs | iop_journals_10_1088_2515_7620_ad9e8c doaj_primary_oai_doaj_org_article_bf1106fdf5014ee88bbec549ab540b1d proquest_journals_3149243460 crossref_primary_10_1088_2515_7620_ad9e8c |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2024-12-01 |
PublicationDateYYYYMMDD | 2024-12-01 |
PublicationDate_xml | – month: 12 year: 2024 text: 2024-12-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Bristol |
PublicationPlace_xml | – name: Bristol |
PublicationTitle | Environmental Research Communications |
PublicationTitleAbbrev | ERC |
PublicationTitleAlternate | Environ. Res. Commun |
PublicationYear | 2024 |
Publisher | IOP Publishing |
Publisher_xml | – name: IOP Publishing |
References | Fotheringham (ercad9e8cbib16) 2015; 47 Ye (ercad9e8cbib59) 2011; 6 Zhao (ercad9e8cbib62) 2016; 86 Zhang (ercad9e8cbib61) 2022; 14 Ou (ercad9e8cbib36) 2022; 46 Hao (ercad9e8cbib21) 2020; 6 Rodriguez (ercad9e8cbib40) 2016; 53 Ma (ercad9e8cbib34) 2016; 139 Wang (ercad9e8cbib51) 2014; 73 Xu (ercad9e8cbib54) 2015; 112 Austin (ercad9e8cbib3) 2007; 200 Su (ercad9e8cbib43) 2011; 45 Wang (ercad9e8cbib48) 2023; 11 Chan (ercad9e8cbib5) 2008; 42 Feng (ercad9e8cbib14) 2020; 272 Wang (ercad9e8cbib50) 2021; 298 Yang (ercad9e8cbib57) 2017; 167 Yao (ercad9e8cbib58) 2019; 11 Chu (ercad9e8cbib10) 2015; 102 Wang (ercad9e8cbib49) 2012; 24 Elhorst (ercad9e8cbib12) 2015; 5 Kuerban (ercad9e8cbib25) 2020; 258 Lu (ercad9e8cbib32) 2020; 258 Zhou (ercad9e8cbib65) 2022; 112 Samoli (ercad9e8cbib41) 2019; 249 Yan (ercad9e8cbib56) 2023; 30 Yousefian (ercad9e8cbib60) 2020; 10 Huang (ercad9e8cbib23) 2010; 24 Heck (ercad9e8cbib22) 2011; 2011 Anselin (ercad9e8cbib2) 1988 Chu (ercad9e8cbib9) 2019; 26 Zhou (ercad9e8cbib64) 2023; 14 Ackermann-Liebrich (ercad9e8cbib1) 1997; 155 Jiang (ercad9e8cbib24) 2018; 8 Padilla (ercad9e8cbib37) 2014; 134 Bai (ercad9e8cbib4) 2019; 232 Liu (ercad9e8cbib31) 2022; 114 Qin (ercad9e8cbib39) 2020; 17 Qi (ercad9e8cbib38) 2022; 14 Wu (ercad9e8cbib52) 2021; 766 Mínguez (ercad9e8cbib35) 2013; 15 Zhou (ercad9e8cbib63) 2020; 27 Ding (ercad9e8cbib11) 2023; 30 Escobedo (ercad9e8cbib13) 2009; 90 Liu (ercad9e8cbib28) 2017; 165 Chen (ercad9e8cbib8) 2020; 735 Guo (ercad9e8cbib18) 2019; 238 Gan (ercad9e8cbib17) 2023; 126 Liu (ercad9e8cbib29) 2020; 145 Che (ercad9e8cbib7) 2023; 125 Hao (ercad9e8cbib20) 2016; 112 Wang (ercad9e8cbib47) 2019; 40 Li (ercad9e8cbib27) 2017; 9 Xu (ercad9e8cbib55) 2019; 16 Sun (ercad9e8cbib44) 2023; 100 Sepehri (ercad9e8cbib42) 2020; 247 Han (ercad9e8cbib19) 2014; 194 Tie (ercad9e8cbib45) 2006; 40 Turan (ercad9e8cbib46) 2020; 245 Chan (ercad9e8cbib6) 2011; 45 Li (ercad9e8cbib26) 2014; 189 Xie (ercad9e8cbib53) 2015; 20 Liu (ercad9e8cbib30) 2023; 123 Fotheringham (ercad9e8cbib15) 2002 Ma (ercad9e8cbib33) 2019; 83 |
References_xml | – volume: 123 start-page: 140 year: 2023 ident: ercad9e8cbib30 article-title: Evaluating cost and benefit of air pollution control policies in China: a systematic review publication-title: J. Environ. Sci. doi: 10.1016/j.jes.2022.02.043 – volume: 102 start-page: 176 year: 2015 ident: ercad9e8cbib10 article-title: Modeling the spatio-temporal heterogeneity in the PM10-PM2.5 relationship publication-title: Atmos. Environ. doi: 10.1016/j.atmosenv.2014.11.062 – volume: 112 start-page: 1454 year: 2015 ident: ercad9e8cbib54 article-title: Regional differences of pollution emissions in China: contributing factors and mitigation strategies publication-title: J. Clean. Prod doi: 10.1016/S1001-0742(11)60724-9 – year: 1988 ident: ercad9e8cbib2 – volume: 83 start-page: 8 year: 2019 ident: ercad9e8cbib33 article-title: Air pollution characteristics and their relationship with emissions and meteorology in the Yangtze river delta region during 2014-2016 publication-title: J. Environ. Sci. doi: 10.1016/j.jes.2019.02.031 – volume: 15 start-page: 169 year: 2013 ident: ercad9e8cbib35 article-title: Measuring the impact of pollution on property prices in madrid: objective versus subjective pollution indicators in spatial models publication-title: Journal of Geographical Systems doi: 10.1007/s10109-012-0168-x – volume: 139 start-page: 1157 year: 2016 ident: ercad9e8cbib34 article-title: Spatial linkage analysis of the impact of regional economic activities on PM2.5 pollution in China publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2016.08.152 – volume: 272 start-page: 110998 year: 2020 ident: ercad9e8cbib14 article-title: Spatial spillover effects of environmental regulations on air pollution: evidence from urban agglomerations in China publication-title: J. Environ. Manage. doi: 10.1016/j.jenvman.2020.110998 – volume: 46 start-page: 101327 year: 2022 ident: ercad9e8cbib36 article-title: Multiple driving factors and hierarchical management of PM2.5: evidence from Chinese central urban agglomerations using machine learning model and GTWR publication-title: Urban Climate doi: 10.1016/j.uclim.2022.101327 – volume: 40 start-page: 2607 year: 2006 ident: ercad9e8cbib45 article-title: Chemical characterization of air pollution in Eastern China and the Eastern United States publication-title: SUSTAINABILITY-BASEL doi: 10.1016/j.atmosenv.2005.11.059 – year: 2002 ident: ercad9e8cbib15 – volume: 17 start-page: 5 year: 2020 ident: ercad9e8cbib39 article-title: Spatial association pattern of air pollution and influencing factors in the Beijing-Tianjin-Hebei air pollution transmission channel: a case study in Henan province publication-title: International Journal of Environmental Research and Public Health doi: 10.3390/ijerph17051598 – volume: 45 start-page: 8403 year: 2011 ident: ercad9e8cbib43 article-title: Sulfur dioxide emissions from combustion in China: from 1990 to 2007 publication-title: Environmental Science & Technology doi: 10.1021/es201656f – volume: 5 start-page: 10–28 year: 2015 ident: ercad9e8cbib12 article-title: Applied spatial econometrics publication-title: Spat. Econ. Anal. doi: 10.1080/17421770903541772 – volume: 112 start-page: 1443 year: 2016 ident: ercad9e8cbib20 article-title: The influential factors of urban PM2.5 concentrations in China: a spatial econometric analysis publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2015.05.005 – volume: 8 start-page: 1279 year: 2018 ident: ercad9e8cbib24 article-title: Spatio-temporal characteristics of urban air pollutions and their causal relationships: evidence from Beijing and its neighboring cities publication-title: Sci. Rep. doi: 10.1038/s41598-017-18107-1 – volume: 16 start-page: 2820 year: 2019 ident: ercad9e8cbib55 article-title: Understanding the spatial-temporal patterns and influential factors on air quality index: the case of North China publication-title: International Journal of Environmental Research and Public Health doi: 10.3390/ijerph16162820 – volume: 11 start-page: 1134334 year: 2023 ident: ercad9e8cbib48 article-title: Bilateral impact of digital economy on air pollution: Emissions increase and reduction effects publication-title: Frontiers in Environmental Science doi: 10.3389/fenvs.2023.1134334 – volume: 86 start-page: 92 year: 2016 ident: ercad9e8cbib62 article-title: Annual and diurnal variations of gaseous and particulate pollutants in 31 provincial capital cities based on in situ air quality monitoring data from China national environmental monitoring center publication-title: Environ. Int. doi: 10.1016/j.envint.2015.11.003 – volume: 53 start-page: 1 year: 2016 ident: ercad9e8cbib40 article-title: Air pollution and urban structure linkages: evidence from European cities publication-title: Renewable Sustainable Energy Rev. doi: 10.1016/j.rser.2015.07.190 – volume: 258 start-page: 113659 year: 2020 ident: ercad9e8cbib25 article-title: Spatio-temporal patterns of air pollution in China from 2015 to 2018 and implications for health risks publication-title: Environ. Pollut. doi: 10.1016/j.envpol.2019.113659 – volume: 6 start-page: 024019 year: 2011 ident: ercad9e8cbib59 article-title: Important role of ammonia on haze formation in Shanghai publication-title: Environ. Res. Lett. doi: 10.1088/1748-9326/6/2/024019 – volume: 298 year: 2021 ident: ercad9e8cbib50 article-title: Potential heterogeneity in the relationship between urbanization and air pollution, from the perspective of urban agglomeration publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2021.126822 – volume: 134 start-page: 315 year: 2014 ident: ercad9e8cbib37 article-title: Air quality and social deprivation in four french metropolitan areas-A localized spatio-temporal environmental inequality analysis publication-title: Environ. Res. doi: 10.1016/j.envres.2014.07.017 – volume: 155 start-page: 122 year: 1997 ident: ercad9e8cbib1 article-title: Lung function and long term exposure to air pollutants in switzerland. study on air pollution and lung diseases in adults (SAPALDIA) Team publication-title: American Journal of Respiratory and Critical Care Medicine doi: 10.1164/ajrccm.155.1.9001300 – volume: 73 start-page: 413 year: 2014 ident: ercad9e8cbib51 article-title: Spatial and temporal variations of six criteria air pollutants in 31 provincial capital cities in China during 2013–2014 doi: 10.1016/j.envint.2014.08.016 – volume: 24 start-page: 383 year: 2010 ident: ercad9e8cbib23 article-title: Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices publication-title: Int. J. Geogr. Inf. Sci. doi: 10.1080/13658810802672469 – volume: 200 start-page: 1 year: 2007 ident: ercad9e8cbib3 article-title: Species distribution models and ecological theory: a critical assessment and some possible new approaches publication-title: Ecol. Modell. doi: 10.1016/j.ecolmodel.2006.07.005 – volume: 232 start-page: 692 year: 2019 ident: ercad9e8cbib4 article-title: Quantifying the spatial heterogeneity influences of natural and socioeconomic factors and their interactions on air pollution using the geographical detector method: a case study of the Yangtze river economic belt, China publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.05.342 – volume: 238 start-page: 20 year: 2019 ident: ercad9e8cbib18 article-title: Cleaner technology choice in the synergistic control process for greenhouse gases and air pollutions publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.117885 – volume: 14 start-page: 7198 year: 2022 ident: ercad9e8cbib61 article-title: Spatially heterogeneity response of critical ecosystem service capacity to address regional development risks to rapid urbanization: the case of Beijing-Tianjin-Hebei urban agglomeration in China publication-title: SUSTAINABILITY-BASEL doi: 10.3390/su14127198. – volume: 26 start-page: 1902 year: 2019 ident: ercad9e8cbib9 article-title: PM2.5 mapping using integrated geographically temporally weighted regression (GTWR) and random sample consensus (RANSAC) models publication-title: Environmental Science and Pollution Research doi: 10.1007/s11356-018-3763-7 – volume: 249 start-page: 345 year: 2019 ident: ercad9e8cbib41 article-title: Spatial variability in air pollution exposure in relation to socioeconomic indicators in nine European metropolitan areas: a study on environmental inequality publication-title: Environ. Pollut. doi: 10.1016/j.envpol.2019.03.050 – volume: 145 start-page: 106168 year: 2020 ident: ercad9e8cbib29 article-title: The varying driving forces of PM2.5 concentrations in Chinese cities: insights from a geographically and temporally weighted regression model publication-title: Environ. Int. doi: 10.1016/j.envint.2020.106168 – volume: 90 start-page: 102 year: 2009 ident: ercad9e8cbib13 article-title: Spatial heterogeneity and air pollution removal by an urban forest publication-title: Landscape and Urban Planning doi: 10.1016/j.landurbplan.2008.10.021 – volume: 27 start-page: 14108 year: 2020 ident: ercad9e8cbib63 article-title: The nonlinear impact of industrial restructuring on economic growth and carbon dioxide emissions: a panel threshold regression approach publication-title: Environmental Science and Pollution Research doi: 10.1007/s11356-020-07778-5 – volume: 14 start-page: 8967 year: 2022 ident: ercad9e8cbib38 article-title: Has industrial upgrading improved air pollution? Evidence from china’s digital economy publication-title: Sustainability doi: 10.3390/su14148967 – volume: 194 start-page: 163 year: 2014 ident: ercad9e8cbib19 article-title: Impact of urbanization level on urban air quality: a case of fine particles (PM2.5) in Chinese cities publication-title: Environ. Pollut. doi: 10.1016/j.envpol.2014.07.022 – volume: 114 start-page: 422 year: 2022 ident: ercad9e8cbib31 article-title: Significant contribution of secondary particulate matter to recurrent air pollution: evidence from in situ observation in the most polluted city of Fen-Wei Plain of China publication-title: J. Environ. Sci. doi: 10.1016/j.jes.2021.09.030 – volume: 30 start-page: 43229 year: 2023 ident: ercad9e8cbib11 article-title: Nonlinear and spatial spillover effects of urbanization on air pollution and ecological resilience in the Yellow River Basin publication-title: Environmental Science and Pollution Research doi: 10.1007/s11356-023-25193-4 – volume: 9 start-page: 314 year: 2017 ident: ercad9e8cbib27 article-title: Influence of Social-economic activities on air pollutants in Beijing, China publication-title: Open Geosciences doi: 10.1515/geo-2017-0026 – volume: 112 start-page: 161 year: 2022 ident: ercad9e8cbib65 article-title: Temporal and spatial variations of air pollution across China from 2015 to 2018 publication-title: J. Environ. Sci. doi: 10.1016/j.jes.2021.04.025 – volume: 30 start-page: 24617 year: 2023 ident: ercad9e8cbib56 article-title: Spatial-temporal variations and influencing factors of air quality in China’s major cities during COVID-19 lockdown publication-title: Environmental Science and Pollution Research doi: 10.1007/s11356-022-23927-4 – volume: 42 start-page: 1 year: 2008 ident: ercad9e8cbib5 article-title: Air pollution in mega cities in China publication-title: Atmos. Environ. doi: 10.1016/j.atmosenv.2007.09.003 – volume: 247 start-page: 119164 year: 2020 ident: ercad9e8cbib42 article-title: Interaction between Chlorella vulgaris and nitrifying-enriched activated sludge in the treatment of wastewater with low C/N ratio publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.119164 – volume: 258 start-page: 110048 year: 2020 ident: ercad9e8cbib32 article-title: The assessment of forest ecological security and its determining indicators: a case study of the Yangtze river economic belt in China publication-title: J. Environ. Manage. doi: 10.1016/j.jenvman.2019.110048 – volume: 6 start-page: 28 year: 2020 ident: ercad9e8cbib21 article-title: Reexamining the relationships among urbanization, industrial structure, and environmental pollution in China-New evidence using the dynamic threshold panel model publication-title: Energy Reports doi: 10.1016/j.egyr.2019.11.029 – volume: 167 start-page: 824 year: 2017 ident: ercad9e8cbib57 article-title: Are the temporal variation and spatial variation of ambient SO2 concentrations determined by different factors? publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2017.08.215 – volume: 45 start-page: 439 year: 2011 ident: ercad9e8cbib6 article-title: Using multiple type composition data and wind data in PMF analysis to apportion and locate sources of air pollutants publication-title: Atmos. Environ. doi: 10.1016/j.atmosenv.2010.09.060 – volume: 126 start-page: 817 year: 2023 ident: ercad9e8cbib17 article-title: Air pollution and liver cancer: a systematic review publication-title: J. Environ. Sci. doi: 10.1016/j.jes.2022.05.037 – volume: 2011 start-page: 625–640 year: 2011 ident: ercad9e8cbib22 article-title: China: Economic impacts of air pollution in the country publication-title: Encyclopedia of Environmental Health – volume: 165 start-page: 323 year: 2017 ident: ercad9e8cbib28 article-title: The effect of natural and anthropogenic factors on haze pollution in Chinese cities: a spatial econometrics approach publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2017.07.127 – volume: 125 start-page: 513 year: 2023 ident: ercad9e8cbib7 article-title: Impacts of pollution heterogeneity on population exposure in dense urban areas using ultra-fine resolution air quality data publication-title: J. Environ. Sci. doi: 10.1016/j.jes.2022.02.041 – volume: 47 year: 2015 ident: ercad9e8cbib16 article-title: Geographical and temporal weighted regression (GTWR) doi: 10.1111/gean.12071 – volume: 245 start-page: 125611 year: 2020 ident: ercad9e8cbib46 article-title: Potential of pistachio shell biochar and dicalcium phosphate combination to reduce Pb speciation in spinach, improved soil enzymatic activities, plant nutritional quality, and antioxidant defense system publication-title: Chemosphere doi: 10.1016/j.chemosphere.2019.125611 – volume: 735 start-page: 139456 year: 2020 ident: ercad9e8cbib8 article-title: The influence of increased population density in China on air pollution publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.139456 – volume: 10 start-page: 292 year: 2020 ident: ercad9e8cbib60 article-title: Temporal variations of ambient air pollutants and meteorological influences on their concentrations in Tehran during 2012-2017 publication-title: Sci. Rep. doi: 10.1038/s41598-019-56578-6 – volume: 20 start-page: 141 year: 2015 ident: ercad9e8cbib53 article-title: Spatiotemporal variations of PM2.5 and PM10 concentrations between 31 Chinese cities and their relationships with SO2, NO2, CO and O3 publication-title: Particuology doi: 10.1016/j.partic.2015.01.003 – volume: 24 start-page: 2 year: 2012 ident: ercad9e8cbib49 article-title: Air quality management in China: issues, challenges, and options publication-title: J. Environ. Sci doi: 10.1016/S1001-0742(11)60724-9 – volume: 40 start-page: 3447 year: 2019 ident: ercad9e8cbib47 article-title: Effects of urban expansion and changes in urban characteristics on PM2.5 pollution in China publication-title: Huan jing ke xue= Huanjing kexue – volume: 14 start-page: 101782 year: 2023 ident: ercad9e8cbib64 article-title: Spatio-temporal variations and socio-economic drivers of air pollution: evidence from 332 Chinese prefecture-level cities publication-title: Atmospheric Pollution Research doi: 10.1016/j.apr.2023.101782 – volume: 11 start-page: 1171 year: 2019 ident: ercad9e8cbib58 article-title: Temporal and spatial changes in coupling and coordinating degree of new urbanization and ecological-environmental stress in China publication-title: Sustainability doi: 10.3390/su11041171 – volume: 100 start-page: 107092 year: 2023 ident: ercad9e8cbib44 article-title: The relationship between urbanization and air pollution affected by intercity factor mobility: a case of the Yangtze River Delta region publication-title: Environ. Impact Assess. Rev. doi: 10.1016/j.eiar.2023.107092 – volume: 189 start-page: 85 year: 2014 ident: ercad9e8cbib26 article-title: Haze in China: current and future challenges publication-title: Environ. Pollut. doi: 10.1016/j.envpol.2014.02.024 – volume: 766 start-page: 142591 year: 2021 ident: ercad9e8cbib52 article-title: The varying driving forces of urban land expansion in China: insights from a spatial-temporal analysis publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.142591 |
SSID | ssj0002794014 |
Score | 2.289744 |
Snippet | Air pollution poses a serious threat to both economic development and public health in China’s heavily polluted Beijing-Tianjin-Hebei region.Realizing a... |
SourceID | doaj proquest crossref iop |
SourceType | Open Website Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 125026 |
SubjectTerms | Air pollution Air pollution control Air pollution measurements Air quality Economic development Economic growth Economics Energy consumption GDP Gross Domestic Product Outdoor air quality Pollution control Public health R&D Regression analysis Regression models Research & development Retail sales Sales socioeconomic factors sustainable development Temporal variations Urban areas Urban development Urban sprawl Urbanization |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3PSx0xEA7Fk5dSa8VXreRgD4Uub1-Szcv2VkV5FNqTgrcwSSbyRHYf67PQf6B_dyfJ-gtBL4VlWTaBhMxMvvkyyYSxQ-FSIjHhKqFAFYLSzhtfeS3lXIILM0hE8ecvvThXPy6ai0dXfaU9YSU9cBm4qYsEUDqGmAJgiMY4apVIDTjyNdwspNmXMO8RmbrK4bSWiIMa45JkSVPC8aYiy6-nEFo0_gkO5XT9hC7LfvVsTs5Ac_qOvR09RP699GyLvcHuPds5eTiQRoWjRd5ss7_pTmHSIQ5d4GOeqWv-mxhwWYr7mguSCHoczyDzMOTNGLyPHJYDL-cq_3zjnhCN53yzqYg8Q36EyyvCtuqMlIg-qgUJY8lvBwcdh8vL6z4taaV2PrDz05Oz40U13q1QeRqYdSWBXDNNvoWW2kVpoPU-2SMoEVtAU0OrQ5TRRCQCDaAUOMRZcALBOQNyh210fYe7jEMUNO2hFxpQ1b4F-pjTq9UNoJ_XE_blbqTtqqTQsDn0bYxNUrFJKrZIZcKOkiju66Xk1_kHqYQdVcK-phIT9pkEaUdjvHmhMf6kHg7eajsT9DRETe0qxAnbv9OGh3qSWKVQUun64__o7h7bFOQplT0y-2xjPdziJ_J01u4gK_U_HS39rg priority: 102 providerName: Directory of Open Access Journals – databaseName: IOPscience : Institute of Physics Open Access Journal Titles [open access] dbid: O3W link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PaxQxFA61vXiRioqrreSgB8Gxs0kmm6knW1oWwXppsbfwkknKStlZxm3Bf8C_2y-TdKUoIgxDmGR4My8ved-XHy-MvRYuBRITrhKKVCYo7azxlddSziS5bkqJKH4-0_ML9emyudxiHzZ7YfpV6frfI5kDBWcVlgVx5gAeuanQhusD6tpg_AO2I402iXl9kV83AywClgb8X6Ym__biPVc0RuyHg4HUP7rl0dec7rJHBSTyj_mTHrOtsHzCfqbTg2EtHNyfl4hS1_wWXDcPur0bM5Ky-1B2G_NuGJdd8D5yWgw876D8ccg9fBcfI8umLGBAfhQW3-DFqnOYCxLVHGpf8JvB0ZLT1dV1nwavkpyn7OL05Px4XpVTFCqP_19XkgDCNFCEltpFaaj1PrU8UiK2FExNre6ijCYGUGUipciFMO2cCOScIfmMbS_7ZXjOOEWBDi54oSmo2reExAy3VjcU_KyesLd3CrWrHCzDjpPcxtikfJuUb7PyJ-woaXxTLoW5Hh-gym2pcusi0ImOXUyznyEY42ByYLTkADTdtJuwN6gvW5rd938I4_fKhcFbbacCVwMSalddnLC9u0r_XU6CPwolla5f_Kekl-yhAOzJC1722PZ6uAn7gC1r92o0z19I8unc priority: 102 providerName: IOP Publishing |
Title | Spatial and temporal variations, and socioeconomic drivers of air quality: case study of the Beijing-Tianjin-Hebei urban agglomeration |
URI | https://iopscience.iop.org/article/10.1088/2515-7620/ad9e8c https://www.proquest.com/docview/3149243460 https://doaj.org/article/bf1106fdf5014ee88bbec549ab540b1d |
Volume | 6 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1baxQxFA7aPiiIaLW4tZY86INg2NlkJpvxRVzZsgq2RVrsWzi5LStlZp3dFvwD_m5PJtkuRSgMYZiEGZjvXL5zkpwQ8pabWEiMG8ZLKFOAUo8ry6wUYizAuBHEQPH7iZxdlN8uq8uccFvlZZUbm9gbatfamCMfCqTyvBSlLD4tf7N4alScXc1HaDwku2iCFQZfu5PpydmP2ywLR3HDICDPT6JGDdGfVwwtQDEEV3tl7_ijvmw_eplFu_zPNvcO5_gZeZqZIv2coH1OHvhmjzzabCRe7ZH96XaTGg7MWoodT1IujqYtRi_I33juMMoZhcbRXIvqit5glJzSdR_6jghT6_Prqev6BRu0DRQWHU17L_98pBa9Hu1r0sYuZI904he_0P-xcxQ0vGEzBGxBrzsDDYX5_KqNaa_4nZfk4nh6_mXG8vkLzOJPWzMBSN8k8g8ppAlCQW1t1FkoeajBqwJq6YIIKngMsgHKEoz3I2e4B2MUiH2y07SNf0UoBI6m0VsuwZeFrQFvxtjUsgJvx8WAvN-goJepzIbup8eV0hExHRHTCbEBmUSYbsfFAtn9g7ab66xv2gTkNTK4EOdNvVfKoLBiLAwGKaoZuQF5hyDrrLCrez5G74zzndVSjzheFYaveunCgBxuJGU7biuuB_d3vyaPOfKktELmkOysu2v_BnnO2hxlYT7q8wTYfj09w_ZU_PwHTYcBIQ |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1fa9RAEB_q9aGCiFZLr1bdB_sgGC63m-wlgoinV662PUSu0Ld1drN7nJTkmrsq_QJ-HD-js_nTowh9K4QQskvyML_585vd2QF4w7U_SIzrgEcY1QQlHcQmMFKIgUCd9dETxdOJHJ9FX8_j8w3429bC-G2VrU2sDHVWGJ8j7wkK5XkkIhl-XFwGvmuUX11tW2jUsDi217-Jsi0_HH0h-R5wfjiafh4HTVeBwBCXWAUCKSiR5FWlkNqJBFNjPBIx4i5Fm4SYyswJlzhL1BExilBb2880t6h1goK--wA2I0FUpgObw9Hk2_ebrA4neBPpaNZDSYN7FD_EAVmcsIdZahNzy_9VbQLIq82LxX--oHJwh0_gcROZsk81lJ7Chs23YastXF5uw85oXRRHExurQAOP6twfq0uansEf3-eYcM0wz1hz9tUF-0WsvE4PvqsGPCwK23yeZWW1QYQVjuG8ZHWt5_V7ZsjLsuoMXD9E0Sob2vlP8rfBlIBND8GYADJnV6XGnOFsdlH4NJv_z3M4uxfJ7EAnL3K7CwwdJ1NsDZdoo9CkSA8DuqUyRmsGYRfetlJQi_pYD1UtxyeJ8hJTXmKqllgXhl5MN_P8gdzVi6KcqUa_lXYUR0mXOb9Oa22SaFIO4t6oKSTW_awLByRk1RiI5R0_Y7fm2dIoqfqcrpjoslpkrgv7LVLW89bqsXf38GvYGk9PT9TJ0eT4BTzkFKPVu3P2obMqr-xLirFW-lUDbAY_7luX_gFftTyO |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3di9QwEA96gvgiioqrp-ZBHwTrdpM0m_rmqcv6dfpwh_cWJmlyrBzbpe4J_gP-3f7S5E4ORYRSQpMy7cwkM798zDD2WLgUSEy4SihSGaC088ZXXks5l-S6GSWg-HFfLw_Vu6PmqOQ5Hc_C9Jsy9D9HMQcKziwsG-LMFBa5qdCH6yl1bTB-uuniZXalkVqn3A2f5JfzSRYBbQMGKMuTf3v5gjkao_bDyIDyH0PzaG8WN9j14ijyl_mzbrJLYX2L_UwZhKExHPifl6hSJ_w78G6eeHs2ViSG96GcOObdMG694H3ktBp4PkX54wX3sF98jC6bquAH8r2w-gpLVh1AZVColmD9ip8Ojtacjo9P-jSBlejcZoeLNwevllXJpFB5_P-2kgRHTMOT0FK7KA213qfeR0rEloKpqdVdlNHEALhMpBS5EGadE4GcMyTvsJ11vw53GacoMMgFLzQFVfuWUJjj1uqGgp_XE_b0jKF2kwNm2HGh2xibmG8T821m_oTtJY6ft0uhrscHELstYrcuwkPRsYtpBTQEYxzUDqiWHJxNN-sm7AnkZUvX-_YPYvxCuzB4q-1M4GoARC20aMJ2z4T-u50EhhRKKl3f-09Kj9jVz68X9sPb_ff32TUBLyjvf9llO9vhNDyAF7N1D0dN_QWts-3L |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Spatial+and+temporal+variations%2C+and+socioeconomic+drivers+of+air+quality%3A+case+study+of+the+Beijing-Tianjin-Hebei+urban+agglomeration&rft.jtitle=Environmental+Research+Communications&rft.au=Wang%2C+Weiqi&rft.au=He%2C+Yufeng&rft.au=Gao%2C+Jingran&rft.au=Cao%2C+Lei&rft.date=2024-12-01&rft.pub=IOP+Publishing&rft.eissn=2515-7620&rft.volume=6&rft.issue=12&rft.spage=125026&rft_id=info:doi/10.1088%2F2515-7620%2Fad9e8c |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2515-7620&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2515-7620&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2515-7620&client=summon |