Study on the temporal and spatial relationship between public health events and the development of air transport scale: A case of the Southwest China
The spread of the COVID-19 had profoundly affected the development of the air transportation. In order to determine the changes in air transportation volume associated with the development of the epidemic, this paper takes Southwest China as the study area. Monthly data and methods, such as the coef...
Saved in:
Published in | PloS one Vol. 19; no. 4; p. e0301461 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
United States
Public Library of Science
09.04.2024
Public Library of Science (PLoS) |
Subjects | |
Online Access | Get full text |
ISSN | 1932-6203 1932-6203 |
DOI | 10.1371/journal.pone.0301461 |
Cover
Loading…
Abstract | The spread of the COVID-19 had profoundly affected the development of the air transportation. In order to determine the changes in air transportation volume associated with the development of the epidemic, this paper takes Southwest China as the study area. Monthly data and methods, such as the coefficient of variation, rank-size analysis and spatial matching index, were applied. The results found that: (1) during 2020–2022, there was a positive relationship between passenger volume and epidemic development, while freight volume increased for most airports in the first quarter of 2020–2022, particularly in the eastern region; (2) From the perspective of changes in air transportation volume under the development of the COVID-19, among various types of airports, the changes in transportation volume of main trunk airports were more significant than those of regional feeder airports in remote areas; (3) however, under the influence of the epidemic, main trunk airports still exhibited stronger attraction in passenger volume. That is to say, the passengers who chose to travel by air still tended to choose the main trunk airports and formed the agglomeration distribution pattern which around high-level airports in the provincial capital. Whereas the freight volume had a tendency of equalization among airports in Southwest China; (4) Over the course of time, the consistency of the spatial distribution of the number of cases and the passenger or freight volume in southwest China gradually increased. Among them, the spatial matching rate of the passenger volume and the number of COVID-19 cases was always higher than that of the cases and freight volume, which might indicate that there was a stronger correlation relationship. Therefore, it is proposed that the construction of multi-center airport system should be strengthened, the resilience of the route network for passenger transportation should be moderately enhanced, and the risk-resistant capacity of mainline airports and airports in tourist cities should be upgraded, so as to provide references for the orderly recovery of civil aviation and regional development. |
---|---|
AbstractList | The spread of the COVID-19 had profoundly affected the development of the air transportation. In order to determine the changes in air transportation volume associated with the development of the epidemic, this paper takes Southwest China as the study area. Monthly data and methods, such as the coefficient of variation, rank-size analysis and spatial matching index, were applied. The results found that: (1) during 2020-2022, there was a positive relationship between passenger volume and epidemic development, while freight volume increased for most airports in the first quarter of 2020-2022, particularly in the eastern region; (2) From the perspective of changes in air transportation volume under the development of the COVID-19, among various types of airports, the changes in transportation volume of main trunk airports were more significant than those of regional feeder airports in remote areas; (3) however, under the influence of the epidemic, main trunk airports still exhibited stronger attraction in passenger volume. That is to say, the passengers who chose to travel by air still tended to choose the main trunk airports and formed the agglomeration distribution pattern which around high-level airports in the provincial capital. Whereas the freight volume had a tendency of equalization among airports in Southwest China; (4) Over the course of time, the consistency of the spatial distribution of the number of cases and the passenger or freight volume in southwest China gradually increased. Among them, the spatial matching rate of the passenger volume and the number of COVID-19 cases was always higher than that of the cases and freight volume, which might indicate that there was a stronger correlation relationship. Therefore, it is proposed that the construction of multi-center airport system should be strengthened, the resilience of the route network for passenger transportation should be moderately enhanced, and the risk-resistant capacity of mainline airports and airports in tourist cities should be upgraded, so as to provide references for the orderly recovery of civil aviation and regional development. The spread of the COVID-19 had profoundly affected the development of the air transportation. In order to determine the changes in air transportation volume associated with the development of the epidemic, this paper takes Southwest China as the study area. Monthly data and methods, such as the coefficient of variation, rank-size analysis and spatial matching index, were applied. The results found that: (1) during 2020-2022, there was a positive relationship between passenger volume and epidemic development, while freight volume increased for most airports in the first quarter of 2020-2022, particularly in the eastern region; (2) From the perspective of changes in air transportation volume under the development of the COVID-19, among various types of airports, the changes in transportation volume of main trunk airports were more significant than those of regional feeder airports in remote areas; (3) however, under the influence of the epidemic, main trunk airports still exhibited stronger attraction in passenger volume. That is to say, the passengers who chose to travel by air still tended to choose the main trunk airports and formed the agglomeration distribution pattern which around high-level airports in the provincial capital. Whereas the freight volume had a tendency of equalization among airports in Southwest China; (4) Over the course of time, the consistency of the spatial distribution of the number of cases and the passenger or freight volume in southwest China gradually increased. Among them, the spatial matching rate of the passenger volume and the number of COVID-19 cases was always higher than that of the cases and freight volume, which might indicate that there was a stronger correlation relationship. Therefore, it is proposed that the construction of multi-center airport system should be strengthened, the resilience of the route network for passenger transportation should be moderately enhanced, and the risk-resistant capacity of mainline airports and airports in tourist cities should be upgraded, so as to provide references for the orderly recovery of civil aviation and regional development.The spread of the COVID-19 had profoundly affected the development of the air transportation. In order to determine the changes in air transportation volume associated with the development of the epidemic, this paper takes Southwest China as the study area. Monthly data and methods, such as the coefficient of variation, rank-size analysis and spatial matching index, were applied. The results found that: (1) during 2020-2022, there was a positive relationship between passenger volume and epidemic development, while freight volume increased for most airports in the first quarter of 2020-2022, particularly in the eastern region; (2) From the perspective of changes in air transportation volume under the development of the COVID-19, among various types of airports, the changes in transportation volume of main trunk airports were more significant than those of regional feeder airports in remote areas; (3) however, under the influence of the epidemic, main trunk airports still exhibited stronger attraction in passenger volume. That is to say, the passengers who chose to travel by air still tended to choose the main trunk airports and formed the agglomeration distribution pattern which around high-level airports in the provincial capital. Whereas the freight volume had a tendency of equalization among airports in Southwest China; (4) Over the course of time, the consistency of the spatial distribution of the number of cases and the passenger or freight volume in southwest China gradually increased. Among them, the spatial matching rate of the passenger volume and the number of COVID-19 cases was always higher than that of the cases and freight volume, which might indicate that there was a stronger correlation relationship. Therefore, it is proposed that the construction of multi-center airport system should be strengthened, the resilience of the route network for passenger transportation should be moderately enhanced, and the risk-resistant capacity of mainline airports and airports in tourist cities should be upgraded, so as to provide references for the orderly recovery of civil aviation and regional development. |
Audience | Academic |
Author | Deng, Xiwen Mao, Yi Li, Zihan Duan, Jinglong |
AuthorAffiliation | Libyan Academy, LIBYA Department of geography, Shandong Normal University, Jinan, Shandong, China |
AuthorAffiliation_xml | – name: Department of geography, Shandong Normal University, Jinan, Shandong, China – name: Libyan Academy, LIBYA |
Author_xml | – sequence: 1 givenname: Zihan orcidid: 0009-0003-7278-3251 surname: Li fullname: Li, Zihan – sequence: 2 givenname: Xiwen surname: Deng fullname: Deng, Xiwen – sequence: 3 givenname: Yi orcidid: 0000-0003-3829-9557 surname: Mao fullname: Mao, Yi – sequence: 4 givenname: Jinglong surname: Duan fullname: Duan, Jinglong |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38593175$$D View this record in MEDLINE/PubMed |
BookMark | eNqNk12L1DAUhousuB_6D0QCgujFjElPv7I3Mix-LCwsOOptSNPTaZZMUpt01_0h_l_TmVmZERHpRU9OnveFvJxzmhxZZzFJnjM6Z1CytzduHKw08z625xQoywr2KDlhHNJZkVI42quPk1PvbyjNoSqKJ8kxVDkHVuYnyc9lGJt74iwJHZKA694N0hBpG-J7GXSsBzSxcNZ3uic1hjtES_qxNlqRDqUJHcFbtMFvVJNNE8_G9evYJK4lUg8kDNL66B2IV9LgOVkQJT1O15Ni6cbQ3aEP5KLTVj5NHrfSeHy2-58lXz-8_3LxaXZ1_fHyYnE1U0XGwqykHDimgCXPgOe8rbOm4q2sqaQltjIvQNUqg6xsG8QK07yqGFQcEBqZYQ5nyeXWt3HyRvSDXsvhXjipxabhhpWQQ9DKoEjbumQILMvqOgPWyrLOWZ7zFJrYTFn0erf1itGssVHx8THJA9PDG6s7sXK3gjFKoeA0OrzeOQzu-xjDEGvtFRojLbrRC6CQ58BLBhF9uUVXMUyhbeuipZpwsSgrnhUVFJPh_C9U_BpcaxXnptWxfyB4cyCITMAfYSVH78Xl8vP_s9ffDtlXe-x2aLwz42asDsEX-yH-Tu9hYCNwvgXU4LwfsBVKh814xqdpIxgV03aI3XaIaTvEbjuiOPtD_OD_T9kvJiEWwQ |
CitedBy_id | crossref_primary_10_1371_journal_pone_0305182 |
Cites_doi | 10.1080/15387216.2020.1820355 10.1016/S2589-7500(21)00174-6 10.1016/j.scs.2022.103997 10.1016/j.healthplace.2021.102580 10.3389/fpubh.2022.856137 10.59521/8F3EEB54038C692E 10.3390/ijerph19063567 10.1016/j.scs.2021.102897 10.1016/j.scs.2021.102752 10.3390/ijgi11080449 10.59521/225FA3D62802E847 10.1016/j.jue.2020.103292 10.1111/grow.12604 10.3389/fpubh.2022.877800 |
ContentType | Journal Article |
Copyright | Copyright: © 2024 Li et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. COPYRIGHT 2024 Public Library of Science 2024 Li et al 2024 Li et al |
Copyright_xml | – notice: Copyright: © 2024 Li et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. – notice: COPYRIGHT 2024 Public Library of Science – notice: 2024 Li et al 2024 Li et al |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM IOV ISR 7X8 5PM DOA |
DOI | 10.1371/journal.pone.0301461 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed Gale In Context: Opposing Viewpoints Gale In Context: Science MEDLINE - Academic PubMed Central (Full Participant titles) DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) MEDLINE - Academic |
DatabaseTitleList | CrossRef MEDLINE - Academic MEDLINE |
Database_xml | – sequence: 1 dbid: DOA name: Directory of Open Access Journals (DOAJ) url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Sciences (General) Public Health |
DocumentTitleAlternate | Study on the temporal and spatial relationship between public health events and air transport scale |
EISSN | 1932-6203 |
ExternalDocumentID | oai_doaj_org_article_2fb71e3144bb431fa7b5155923d31421 PMC11003690 A789468360 38593175 10_1371_journal_pone_0301461 |
Genre | Journal Article |
GeographicLocations | China |
GeographicLocations_xml | – name: China |
GrantInformation_xml | – fundername: ; grantid: 42201182 – fundername: ; grantid: 2022RKY01014 |
GroupedDBID | --- 123 29O 2WC 53G 5VS 7RV 7X2 7X7 7XC 88E 8AO 8C1 8CJ 8FE 8FG 8FH 8FI 8FJ A8Z AAFWJ AAUCC AAWOE AAYXX ABDBF ABIVO ABJCF ABUWG ACGFO ACIHN ACIWK ACPRK ACUHS ADBBV AEAQA AENEX AEUYN AFKRA AFPKN AFRAH AHMBA ALIPV ALMA_UNASSIGNED_HOLDINGS AOIJS APEBS ARAPS ATCPS BAWUL BBNVY BCNDV BENPR BGLVJ BHPHI BKEYQ BPHCQ BVXVI BWKFM CCPQU CITATION CS3 D1I D1J D1K DIK DU5 E3Z EAP EAS EBD EMOBN ESX EX3 F5P FPL FYUFA GROUPED_DOAJ GX1 HCIFZ HH5 HMCUK HYE IAO IEA IGS IHR IHW INH INR IOV IPY ISE ISR ITC K6- KB. KQ8 L6V LK5 LK8 M0K M1P M48 M7P M7R M7S M~E NAPCQ O5R O5S OK1 OVT P2P P62 PATMY PDBOC PHGZM PHGZT PIMPY PQQKQ PROAC PSQYO PTHSS PV9 PYCSY RNS RPM RZL SV3 TR2 UKHRP WOQ WOW ~02 ~KM ADRAZ CGR CUY CVF ECM EIF IPNFZ NPM PJZUB PPXIY PQGLB RIG BBORY PMFND 7X8 5PM PUEGO |
ID | FETCH-LOGICAL-c641t-70939e23e7943959fb4d89fab0a07efa563cbc4347fdee8e258813893e3da4e53 |
IEDL.DBID | M48 |
ISSN | 1932-6203 |
IngestDate | Wed Aug 27 01:18:12 EDT 2025 Thu Aug 21 18:34:05 EDT 2025 Fri Jul 11 03:31:53 EDT 2025 Tue Jun 17 22:18:18 EDT 2025 Tue Jun 10 21:11:31 EDT 2025 Fri Jun 27 06:11:32 EDT 2025 Fri Jun 27 06:08:20 EDT 2025 Thu May 22 21:25:25 EDT 2025 Mon Jul 21 06:06:43 EDT 2025 Tue Jul 01 04:07:11 EDT 2025 Thu Apr 24 23:07:51 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 4 |
Language | English |
License | Copyright: © 2024 Li et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c641t-70939e23e7943959fb4d89fab0a07efa563cbc4347fdee8e258813893e3da4e53 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 ZL and XD contributed equally to the study as co-first authors. Competing Interests: The authors have declared that no competing interests exist. |
ORCID | 0009-0003-7278-3251 0000-0003-3829-9557 |
OpenAccessLink | https://doaj.org/article/2fb71e3144bb431fa7b5155923d31421 |
PMID | 38593175 |
PQID | 3035539713 |
PQPubID | 23479 |
PageCount | e0301461 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_2fb71e3144bb431fa7b5155923d31421 pubmedcentral_primary_oai_pubmedcentral_nih_gov_11003690 proquest_miscellaneous_3035539713 gale_infotracmisc_A789468360 gale_infotracacademiconefile_A789468360 gale_incontextgauss_ISR_A789468360 gale_incontextgauss_IOV_A789468360 gale_healthsolutions_A789468360 pubmed_primary_38593175 crossref_citationtrail_10_1371_journal_pone_0301461 crossref_primary_10_1371_journal_pone_0301461 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2024-04-09 |
PublicationDateYYYYMMDD | 2024-04-09 |
PublicationDate_xml | – month: 04 year: 2024 text: 2024-04-09 day: 09 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States – name: San Francisco, CA USA |
PublicationTitle | PloS one |
PublicationTitleAlternate | PLoS One |
PublicationYear | 2024 |
Publisher | Public Library of Science Public Library of Science (PLoS) |
Publisher_xml | – name: Public Library of Science – name: Public Library of Science (PLoS) |
References | HC Yu (pone.0301461.ref018) 2021; 10 CA Mendez-Lizarraga (pone.0301461.ref014) 2022; 10 PQ Lin (pone.0301461.ref022) 2022; 22 XH Xu (pone.0301461.ref032) 2022; 14 XQ Sun (pone.0301461.ref028) 2021; 152 J Zhang (pone.0301461.ref025) 2023; 49 Y Miao (pone.0301461.ref031) 2017; 37 QF Liu (pone.0301461.ref033) 2022; 42 FY Du (pone.0301461.ref026) 2020; 40 GN Sun (pone.0301461.ref023) 2021; 49 EL Glaeser (pone.0301461.ref006) 2020; 127 CJJ De Figueiredo (pone.0301461.ref009) 2022; 11 T Cheng (pone.0301461.ref008) 2022; 84 SS Yang (pone.0301461.ref010) 2021; 70 JF Niu (pone.0301461.ref021) 2021; 41 W Rodrigues (pone.0301461.ref002) 2022; 10 MH Luo (pone.0301461.ref017) 2021; 10 N Jiang (pone.0301461.ref020) 2020; 33 SJ Li (pone.0301461.ref012) 2021; 67 XQ Sun (pone.0301461.ref027) 2023; 1 X. Wu (pone.0301461.ref029) 2023; 1 JF Shen (pone.0301461.ref005) 2020; 61 A Glodeanu (pone.0301461.ref013) 2021; 70 Y Zhao (pone.0301461.ref024) 2020; 23 JL Kephart (pone.0301461.ref015) 2021; 3 Y Miao (pone.0301461.ref030) 2021; 40 JJ Liu (pone.0301461.ref011) 2022; 19 YZ Zhang (pone.0301461.ref016) 2021; 53 J Ha (pone.0301461.ref001) 2022; 131 S Wang (pone.0301461.ref003) 2021; 118 W Naude (pone.0301461.ref004) 2022; 131 J. Li (pone.0301461.ref019) 2020; 45 A Truszkowska (pone.0301461.ref007) 2022; 99 38848423 - PLoS One. 2024 Jun 7;19(6):e0305182. doi: 10.1371/journal.pone.0305182 |
References_xml | – volume: 41 start-page: 1 issue: 01 year: 2021 ident: pone.0301461.ref021 article-title: Spatial and temporal characteristics of the spread of COVID-19 epidemic in China and its risk based on traffic control effects publication-title: Tropical Geography – volume: 23 start-page: 1 issue: 10 year: 2020 ident: pone.0301461.ref024 article-title: Impact of the new coronavirus pneumonia epidemic on passenger flow in Shanghai rail transit and analysis of preventive and control measures. publication-title: Urban Rail Transportation Research – volume: 118 start-page: 103361 year: 2021 ident: pone.0301461.ref003 article-title: Can urban prosperity aid in recovery? publication-title: The relationship between healthcare workers’ mental health status and the city level during the COVID-19 epidemic – volume: 61 start-page: 620 issue: 4–5 year: 2020 ident: pone.0301461.ref005 article-title: Covid-19 and inter-provincial migration in China. publication-title: Eurasian Geography and Economics doi: 10.1080/15387216.2020.1820355 – volume: 42 start-page: 43 issue: 10 year: 2022 ident: pone.0301461.ref033 article-title: Population and public service suitability and optimization strategies in counties on the Tibetan Plateau. publication-title: Economic Geography – volume: 49 start-page: 2218 issue: 09 year: 2023 ident: pone.0301461.ref025 article-title: Robust optimization of air logistics network in the context of new crown epidemic publication-title: Journal of Beijing University of Aeronautics and Astronautics – volume: 37 start-page: 37 issue: 11 year: 2017 ident: pone.0301461.ref031 article-title: Spatio-temporal evolution characteristics and optimization choices of civil aviation airport structure in China. publication-title: Economic Geography – volume: 14 issue: 19 year: 2022 ident: pone.0301461.ref032 article-title: The Impacts of COVID-19 on the Rank-Size Distribution of Regional Tourism Central Places: A Case of Guangdong-Hong Kong-Macao Greater Bay Area. publication-title: Sustainability – volume: 99 start-page: 909 issue: 5 year: 2022 ident: pone.0301461.ref007 article-title: Urban Determinants of COVID-19 Spread: A Comparative Study across Three Cities in New York State. publication-title: Journal of Urban Health-Bulletin of the New York Academy of Medicine – volume: 3 start-page: E716 issue: 11 year: 2021 ident: pone.0301461.ref015 article-title: The effect of population mobility on COVID-19 incidence in 314 Latin American cities: a longitudinal ecological study with mobile phone location data publication-title: Lancet Digital Health doi: 10.1016/S2589-7500(21)00174-6 – volume: 84 year: 2022 ident: pone.0301461.ref008 article-title: Exploring the spatio-temporal evolution of economic resilience in Chinese cities during the COVID-19 crisis. publication-title: Sustainable Cities and Society. doi: 10.1016/j.scs.2022.103997 – volume: 152 start-page: 203 year: 2021 ident: pone.0301461.ref028 article-title: Delayed reaction towards emerging COVID-19 variants of concern: Does history repeat itself? publication-title: Transportation Research Part A – volume: 33 start-page: 1675 issue: 07 year: 2020 ident: pone.0301461.ref020 article-title: Analysis of transportation travel behavior of China’s population during the new coronary pneumonia epidemic publication-title: Environmental Science Research – volume: 49 start-page: 9 issue: 6 year: 2021 ident: pone.0301461.ref023 article-title: Recovery and prediction of tourism in typical provinces and regions of China in the post epidemic era—Taking the monthly data of transportation and passenger traffic in Qiong, Hubei, Shanghai and Beijing as an example. publication-title: Journal of Shaanxi Normal University (Natural Science Edition) – volume: 70 start-page: 102580 year: 2021 ident: pone.0301461.ref013 article-title: Social inequalities in mobility during and following the COVID-19 associated lockdown of the Madrid metropolitan area in Spain. publication-title: Health & Place. doi: 10.1016/j.healthplace.2021.102580 – volume: 10 start-page: 856137 year: 2022 ident: pone.0301461.ref002 article-title: Social, Economic, and Regional Determinants of Mortality in Hospitalized Patients With COVID-19 in Brazil. publication-title: Frontiers in Public Health. doi: 10.3389/fpubh.2022.856137 – volume: 1 start-page: 136 issue: 1 year: 2023 ident: pone.0301461.ref027 article-title: Aviation under the COVID-19 pandemic: A synopsis from normalcy to chaos and back publication-title: Journal of the Air Transport Research Society doi: 10.59521/8F3EEB54038C692E – volume: 22 start-page: 318 issue: 5 year: 2022 ident: pone.0301461.ref022 article-title: Analysis of the impact of the new crown epidemic prevention and control on highway transportation in the Greater Bay Area. publication-title: Transportation Systems Engineering and Information – volume: 10 issue: 8 year: 2021 ident: pone.0301461.ref018 article-title: Spatiotemporal Dynamic of COVID-19 Diffusion in China: A Dynamic Spatial Autoregressive Model Analysis. publication-title: Isprs International Journal of Geo-Information – volume: 19 start-page: 3567 issue: 6 year: 2022 ident: pone.0301461.ref011 article-title: Can Digital Transformation Promote the Rapid Recovery of Cities from the COVID-19 Epidemic? An Empirical Analysis from Chinese Cities. publication-title: International Journal of Environmental Research and Public Health doi: 10.3390/ijerph19063567 – volume: 70 start-page: 102897 year: 2021 ident: pone.0301461.ref010 article-title: Smart city projects against COVID-19: Quantitative evidence from China. publication-title: Sustainable Cities and Society doi: 10.1016/j.scs.2021.102897 – volume: 40 start-page: 1332 issue: 08 year: 2021 ident: pone.0301461.ref030 article-title: Evaluation and spatial characteristics of comprehensive transportation advantages of municipalities on the Tibetan Plateau—Taking Linzhi City as an example publication-title: Progress in Geography – volume: 45 start-page: 91 issue: 06 year: 2020 ident: pone.0301461.ref019 article-title: Impact of the novel coronavirus pneumonia outbreak on transportation travel in New York City publication-title: Highway Engineering – volume: 67 start-page: 102752 year: 2021 ident: pone.0301461.ref012 article-title: Association of built environment attributes with the spread of COVID-19 at its initial stage in China. publication-title: Sustainable Cities and Society doi: 10.1016/j.scs.2021.102752 – volume: 11 start-page: 449 issue: 8 year: 2022 ident: pone.0301461.ref009 article-title: Measuring COVID-19 Vulnerability for Northeast Brazilian Municipalities: Social, Economic, and Demographic Factors Based on Multiple Criteria and Spatial Analysis publication-title: ISPRS International Journal of Geo-Information doi: 10.3390/ijgi11080449 – volume: 1 start-page: 117 issue: 1 year: 2023 ident: pone.0301461.ref029 article-title: Impact of the COVID-19 Pandemic on Multi-airport Systems Worldwide publication-title: Journal of the Air Transport Research Society doi: 10.59521/225FA3D62802E847 – volume: 40 start-page: 386 issue: 03 year: 2020 ident: pone.0301461.ref026 article-title: Impacts and spatial differences of the new crown epidemic on the connectivity of China’s international aviation network. publication-title: Tropical Geography, – volume: 127 start-page: 103292 year: 2020 ident: pone.0301461.ref006 article-title: JUE Insight: How much does COVID-19 increase with mobility? Evidence from New York and four other US cities publication-title: Journal of Urban Economics doi: 10.1016/j.jue.2020.103292 – volume: 53 start-page: 1694 issue: 4 year: 2021 ident: pone.0301461.ref016 article-title: Spatiotemporal spread characteristics and influencing factors of COVID-19 cases: Based on big data of population migration in China. publication-title: Growth and Change. doi: 10.1111/grow.12604 – volume: 10 start-page: 877800 year: 2022 ident: pone.0301461.ref014 article-title: Evaluating the impact of mobility in COVID-19 incidence and mortality: A case study from four states of Mexico. publication-title: Frontiers in Public Health doi: 10.3389/fpubh.2022.877800 – volume: 131 start-page: 13 year: 2022 ident: pone.0301461.ref001 article-title: Do the determinants of COVID-19 transmission differ by epidemic wave? Evidence from US counties publication-title: Cities (London, England). – volume: 131 start-page: 103909 year: 2022 ident: pone.0301461.ref004 article-title: COVID-19 and the city: Did urbanized countries suffer more fatalities? – volume: 10 issue: 6 year: 2021 ident: pone.0301461.ref017 article-title: Population Mobility and the Transmission Risk of the COVID-19 in Wuhan, China. publication-title: Isprs International Journal of Geo-Information – reference: 38848423 - PLoS One. 2024 Jun 7;19(6):e0305182. doi: 10.1371/journal.pone.0305182 |
SSID | ssj0053866 |
Score | 2.4558437 |
Snippet | The spread of the COVID-19 had profoundly affected the development of the air transportation. In order to determine the changes in air transportation volume... |
SourceID | doaj pubmedcentral proquest gale pubmed crossref |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source |
StartPage | e0301461 |
SubjectTerms | Airports Analysis Aviation China COVID-19 - epidemiology Development and progression Earth Sciences Economic aspects Engineering and Technology Epidemics Humans Medicine and Health Sciences Methods People and Places Physical Sciences Public Health Social Sciences Spatial analysis (Statistics) Time trends (Statistics) Travel |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwELZQT1wQ5RkoYBAScEibxHEcc1sQVUECJKCoN8tPulKVrDa7h_4Q_m9nHO-yEYdy4BbF4yiZGXvGyjffEPKysUFUDk4n1lQBDije5BoCZ26EKBx3teEBi5M_f2lOTutPZ_xsp9UXYsJGeuBRcUdVMKL0DPJ-YyDYBS0MdiWBvMTBzVhCXkHM2xymxj0YVnHTpEI5JsqjZJfDRd_5w3iKaMpJIIp8_X_vyjthaQqZ3IlBx7fJrZQ80tn40vvkhu_ukP20PAf6OnFIv7lLfiM-8JL2HYUEjyb-qQuqO0cHxFDD9XIDgzufL2iCa9GR9ZqO1ZE0sjsNcRY-xv0BGNE-UD1f0tWGG50OYGz_ls6ohbiIwzgjNuhDMgYa-3TfI6fHH368P8lTB4bcNnW5ykUhmfQV80gjJ7kMpnatDNoUuhA-aN4wa2zNahGc962veNvin0_mmdO15-w-2etA5w8JZfAgZkvNgwx16SLpDK-rwrLArZEuI2xjDmUTPTl2ybhQ8Z-bgGPKqGSFRlTJiBnJt7MWIz3HNfLv0NJbWSTXjjfA5VRyOXWdy2XkGfqJGm2x3SLUTLSybrAqJiMvogQSbHSI4Pml18OgPn79-Q9C379NhF4lodCDOqxOVRPwTUjcNZE8mEjCNmEnw883Xq1wCLF1ne_Xg4IkhnNIS0uWkQejl2_1w5AODzLMjLQT_58ocDrSzc8jSzlyEbJGFo_-h8ofk5sVZJMRMiUPyN5qufZPIBtcmadx4V8B-eBgIQ priority: 102 providerName: Directory of Open Access Journals |
Title | Study on the temporal and spatial relationship between public health events and the development of air transport scale: A case of the Southwest China |
URI | https://www.ncbi.nlm.nih.gov/pubmed/38593175 https://www.proquest.com/docview/3035539713 https://pubmed.ncbi.nlm.nih.gov/PMC11003690 https://doaj.org/article/2fb71e3144bb431fa7b5155923d31421 |
Volume | 19 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1fb9MwELfG9oKEEBv_AqMYhAQ8pEriOE6QEOqmlYG0gQZFfYtix94qVUlpWol9EL4vd45TFgFiL1EVny317uy7i-9-R8iLRBkRlRCdKBkZCFC09AswnL4UIih5GUtusDj55DQ5nsQfp3y6RbqerY6BzV9DO-wnNVnOhz--X76DDf_Wdm0QYTdpuKgrPbQxAsZDO2CbBDZzOIk39wqwu-3tJXotfhIFzBXT_WuVnrGymP5_ntxXTFc_rfKKnRrfIbedg0lHrUbski1d7ZFb7dc52hYd7ZFdt6Ub-srhTr--S35iTuElrSsKTiF1mFVzWlQlbTDvGn4vu9S5i9mCuhQv2iJl07aiklpEqMbOwmXK30lJtDa0mC3pqsNTpw0oiH5DR1SBLcVhnGGb-iGAA7W9ve-Ryfjo6-Gx77o2-CqJw5UvgoxlOmIaoecynhkZl2lmChkUgdCm4AlTUsUsFqbUOtURT1O8LWWalUWsObtPtiuQwUNCGSzEVFhwk5k4LC1QDY-jQDHDlcxKj7BOPLlykObYWWOe23s6AaFNy_QchZo7oXrE38xatJAe_6E_QMlvaBGQ276ol-e52995ZKQINYPwVErwyUwhJDbPAfe5hJcRLPIU9SZvZbE5VvKRSLM4wUoajzy3FAjKUWHWz3mxbpr8w6dv1yD6ctYjeumITA3sUIWrtID_hGBfPcr9HiUcLao3_KzT8hyHMB-v0vW6ycHx4Rxc2ZB55EGr9Rv-MITQA6_UI2lvP_QY2B-pZhcW2RzxC1mSBY-uw4vH5GYEHqZNo8r2yfZqudZPwENcyQG5IaYCnulhiM_x-wHZOTg6_Xw2sN9cBvZQ-AW83myl |
linkProvider | Scholars Portal |
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=Study+on+the+temporal+and+spatial+relationship+between+public+health+events+and+the+development+of+air+transport+scale%3A+A+case+of+the+Southwest+China&rft.jtitle=PloS+one&rft.au=Li%2C+Zihan&rft.au=Deng%2C+Xiwen&rft.au=Mao%2C+Yi&rft.au=Duan%2C+Jinglong&rft.date=2024-04-09&rft.pub=Public+Library+of+Science&rft.issn=1932-6203&rft.eissn=1932-6203&rft.volume=19&rft.issue=4&rft.spage=e0301461&rft_id=info:doi/10.1371%2Fjournal.pone.0301461&rft.externalDBID=IOV&rft.externalDocID=A789468360 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1932-6203&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1932-6203&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1932-6203&client=summon |