Conditioning factors in the spreading of Covid-19 – Does geography matter?
There is evidence in literature that the spread of COVID-19 can be influenced by various geographic factors, including territorial features, climate, population density, socioeconomic conditions, and mobility. The objective of the paper is to provide an updated literature review on geographical stud...
Saved in:
Published in: | Heliyon Vol. 10; no. 3; p. e25810 |
---|---|
Main Authors: | , , , , , , |
Format: | Journal Article |
Language: | English |
Published: |
England
Elsevier Ltd
15-02-2024
Elsevier |
Subjects: | |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Abstract | There is evidence in literature that the spread of COVID-19 can be influenced by various geographic factors, including territorial features, climate, population density, socioeconomic conditions, and mobility. The objective of the paper is to provide an updated literature review on geographical studies analysing the factors which influenced COVID-19 spreading. This literature review took into account not only the geographical aspects but also the COVID-19-related outcomes (infections and deaths) allowing to discern the potential influencing role of the geographic factors per type of outcome.
A total of 112 scientific articles were selected, reviewed and categorized according to subject area, aim, country/region of study, considered geographic and COVID-19 variables, spatial and temporal units of analysis, methodologies, and main findings.
Our literature review showed that territorial features may have played a role in determining the uneven geography of COVID-19; for instance, a certain agreement was found regarding the direct relationship between urbanization degree and COVID-19 infections. For what concerns climatic factors, temperature was the variable that correlated the best with COVID-19 infections. Together with climatic factors, socio-demographic ones were extensively taken into account. Most of the analysed studies agreed that population density and human mobility had a significant and direct relationship with COVID-19 infections and deaths. The analysis of the different approaches used to investigate the role of geographic factors in the spreading of the COVID-19 pandemic revealed that the significance/representativeness of the outputs is influenced by the scale considered due to the great spatial variability of geographic aspects. In fact, a more robust and significant association between geographic factors and COVID-19 was found by studies conducted at subnational or local scale rather than at country scale.
[Display omitted]
•Physical and human geographic factors likely had an influence on COVID-19 spread.•In the literature reviewed, temperature is inversely related to COVID-19 infections.•Studies agree that solar UV radiation inversely correlates with COVID-19 outcomes.•Population density and human mobility directly correlate to COVID-19 outcomes.•The review follows a new approach integrating expertise in epidemiology and geography. |
---|---|
AbstractList | There is evidence in literature that the spread of COVID-19 can be influenced by various geographic factors, including territorial features, climate, population density, socioeconomic conditions, and mobility. The objective of the paper is to provide an updated literature review on geographical studies analysing the factors which influenced COVID-19 spreading. This literature review took into account not only the geographical aspects but also the COVID-19-related outcomes (infections and deaths) allowing to discern the potential influencing role of the geographic factors per type of outcome.A total of 112 scientific articles were selected, reviewed and categorized according to subject area, aim, country/region of study, considered geographic and COVID-19 variables, spatial and temporal units of analysis, methodologies, and main findings.Our literature review showed that territorial features may have played a role in determining the uneven geography of COVID-19; for instance, a certain agreement was found regarding the direct relationship between urbanization degree and COVID-19 infections. For what concerns climatic factors, temperature was the variable that correlated the best with COVID-19 infections. Together with climatic factors, socio-demographic ones were extensively taken into account. Most of the analysed studies agreed that population density and human mobility had a significant and direct relationship with COVID-19 infections and deaths. The analysis of the different approaches used to investigate the role of geographic factors in the spreading of the COVID-19 pandemic revealed that the significance/representativeness of the outputs is influenced by the scale considered due to the great spatial variability of geographic aspects. In fact, a more robust and significant association between geographic factors and COVID-19 was found by studies conducted at subnational or local scale rather than at country scale. There is evidence in literature that the spread of COVID-19 can be influenced by various geographic factors, including territorial features, climate, population density, socioeconomic conditions, and mobility. The objective of the paper is to provide an updated literature review on geographical studies analysing the factors which influenced COVID-19 spreading. This literature review took into account not only the geographical aspects but also the COVID-19-related outcomes (infections and deaths) allowing to discern the potential influencing role of the geographic factors per type of outcome. A total of 112 scientific articles were selected, reviewed and categorized according to subject area, aim, country/region of study, considered geographic and COVID-19 variables, spatial and temporal units of analysis, methodologies, and main findings. Our literature review showed that territorial features may have played a role in determining the uneven geography of COVID-19; for instance, a certain agreement was found regarding the direct relationship between urbanization degree and COVID-19 infections. For what concerns climatic factors, temperature was the variable that correlated the best with COVID-19 infections. Together with climatic factors, socio-demographic ones were extensively taken into account. Most of the analysed studies agreed that population density and human mobility had a significant and direct relationship with COVID-19 infections and deaths. The analysis of the different approaches used to investigate the role of geographic factors in the spreading of the COVID-19 pandemic revealed that the significance/representativeness of the outputs is influenced by the scale considered due to the great spatial variability of geographic aspects. In fact, a more robust and significant association between geographic factors and COVID-19 was found by studies conducted at subnational or local scale rather than at country scale. [Display omitted] •Physical and human geographic factors likely had an influence on COVID-19 spread.•In the literature reviewed, temperature is inversely related to COVID-19 infections.•Studies agree that solar UV radiation inversely correlates with COVID-19 outcomes.•Population density and human mobility directly correlate to COVID-19 outcomes.•The review follows a new approach integrating expertise in epidemiology and geography. There is evidence in literature that the spread of COVID-19 can be influenced by various geographic factors, including territorial features, climate, population density, socioeconomic conditions, and mobility. The objective of the paper is to provide an updated literature review on geographical studies analysing the factors which influenced COVID-19 spreading. This literature review took into account not only the geographical aspects but also the COVID-19-related outcomes (infections and deaths) allowing to discern the potential influencing role of the geographic factors per type of outcome. A total of 112 scientific articles were selected, reviewed and categorized according to subject area, aim, country/region of study, considered geographic and COVID-19 variables, spatial and temporal units of analysis, methodologies, and main findings. Our literature review showed that territorial features may have played a role in determining the uneven geography of COVID-19; for instance, a certain agreement was found regarding the direct relationship between urbanization degree and COVID-19 infections. For what concerns climatic factors, temperature was the variable that correlated the best with COVID-19 infections. Together with climatic factors, socio-demographic ones were extensively taken into account. Most of the analysed studies agreed that population density and human mobility had a significant and direct relationship with COVID-19 infections and deaths. The analysis of the different approaches used to investigate the role of geographic factors in the spreading of the COVID-19 pandemic revealed that the significance/representativeness of the outputs is influenced by the scale considered due to the great spatial variability of geographic aspects. In fact, a more robust and significant association between geographic factors and COVID-19 was found by studies conducted at subnational or local scale rather than at country scale. Image 1 • Physical and human geographic factors likely had an influence on COVID-19 spread. • In the literature reviewed, temperature is inversely related to COVID-19 infections. • Studies agree that solar UV radiation inversely correlates with COVID-19 outcomes. • Population density and human mobility directly correlate to COVID-19 outcomes. • The review follows a new approach integrating expertise in epidemiology and geography. |
ArticleNumber | e25810 |
Author | Soldati, Mauro Rizzi, Cristiana Ghinoi, Alessandro Vandelli, Vittoria Palandri, Lucia Coratza, Paola Righi, Elena |
Author_xml | – sequence: 1 givenname: Vittoria orcidid: 0000-0002-3504-1596 surname: Vandelli fullname: Vandelli, Vittoria organization: Department of Chemical and Geological Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy – sequence: 2 givenname: Lucia orcidid: 0000-0001-9787-7965 surname: Palandri fullname: Palandri, Lucia organization: Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy – sequence: 3 givenname: Paola orcidid: 0000-0002-7537-4758 surname: Coratza fullname: Coratza, Paola email: paola.coratza@unimore.it organization: Department of Chemical and Geological Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy – sequence: 4 givenname: Cristiana surname: Rizzi fullname: Rizzi, Cristiana organization: Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy – sequence: 5 givenname: Alessandro orcidid: 0000-0002-5853-6700 surname: Ghinoi fullname: Ghinoi, Alessandro organization: Department of Chemical and Geological Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy – sequence: 6 givenname: Elena surname: Righi fullname: Righi, Elena organization: Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy – sequence: 7 givenname: Mauro orcidid: 0000-0002-1600-4255 surname: Soldati fullname: Soldati, Mauro organization: Department of Chemical and Geological Sciences, University of Modena and Reggio Emilia, 41125, Modena, Italy |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38356610$$D View this record in MEDLINE/PubMed |
BookMark | eNqFkctuEzEUhi1UREvpI4BmyWbC8X1mVaFwqxSJDawtj30mcTSxgz2JlF3fgTfkSZiQUNoVq2P5_Oc7l_8luYgpIiGvKcwoUPVuPVvhEA4pzhgwMUMmGwrPyBUTIOtGCLh49L4kN6WsAYDKRrWavyCXvOFSKQpXZDFP0YcxpBjisuqtG1MuVYjVuMKqbDNaf0ykvpqnffA1batf9z-rDwlLtcS0zHa7OlQbO46Yb1-R570dCt6c4zX5_unjt_mXevH18938_aJ2omFjLSho5kGC7iTzvcKWOtWxDrhvhZs0llHtVMssRQkeuOJa9kpQ9Bpd0_Frcnfi-mTXZpvDxuaDSTaYPx8pL43NY3ADGtZ2VCqvLeheYN9bLiy2LYWuo167dmLdnljbXbdB7zCO2Q5PoE8zMazMMu0NhUZJTtVEeHsm5PRjh2U0m1AcDoONmHZlGoFpRvkUJqk8SV1OpWTsH_pQMEdnzdqcnTVHZ83J2anuzeMhH6r--vhvC5zOvg-YTXEBo0MfMrpxukv4T4vfFWG52g |
Cites_doi | 10.3390/ijerph17072563 10.3390/ijerph19042082 10.1016/j.scitotenv.2020.143757 10.1038/s41598-021-03926-0 10.1016/j.seps.2021.101161 10.1016/j.envint.2020.106316 10.1134/S0001433822130096 10.1016/j.etap.2016.12.011 10.1007/s10640-020-00486-1 10.1111/jrh.12533 10.3390/ijerph18052336 10.1111/gean.12241 10.1007/s10708-021-10503-5 10.1016/j.landurbplan.2020.103906 10.1007/s40808-020-00962-z 10.1007/s10708-021-10438-x 10.1007/s11356-021-14875-6 10.1073/pnas.2008590117 10.1016/j.scitotenv.2020.142272 10.1039/b9pp00012g 10.1038/s41598-021-83780-2 10.1016/j.scitotenv.2020.141816 10.1093/jtm/taac081 10.1038/s41598-021-83971-x 10.1016/j.jinf.2020.03.045 10.1136/bmjopen-2020-041397 10.1016/j.scitotenv.2020.139090 10.1016/j.envpol.2020.114465 10.3390/ijerph18063055 10.1016/j.annepidem.2008.12.008 10.1186/s12942-020-00225-1 10.3389/fpubh.2020.00367 10.1111/jors.12510 10.1016/j.envres.2020.110101 10.1017/cts.2021.885 10.1016/j.scitotenv.2020.138705 10.1017/S095026882000134X 10.1016/j.buildenv.2020.106757 10.2307/143141 10.1007/s12524-020-01140-5 10.1186/s12889-022-13537-7 10.1111/bjd.20093 10.1093/cid/ciaa934 10.1136/jech-2020-216325 10.7163/GPol.0207 10.1080/00330124.2021.1970592 10.1007/s10708-020-10306-0 10.1175/BAMS-D-12-00181.1 10.1136/bmjopen-2020-043560 10.1016/j.envres.2020.110355 10.1016/j.joi.2017.08.007 10.3390/ijerph18041824 10.1007/s00168-021-01071-0 10.1029/2020GH000292 10.1016/j.scitotenv.2020.138862 10.1016/j.envres.2020.109748 10.1016/j.envres.2020.110521 10.1016/j.scitotenv.2020.141347 10.1016/j.scitotenv.2020.140112 10.12688/f1000research.27544.2 10.1039/c6pp00355a 10.1016/j.atmosres.2016.11.010 10.3390/ijerph18020396 10.1186/s12940-020-00660-4 10.1177/0309133320946302 10.1186/s12992-021-00707-2 10.1038/s41598-020-74825-z 10.1016/j.envres.2020.110129 10.3390/su13020498 10.1007/s00484-007-0110-y 10.3390/ijgi10090602 10.1073/pnas.2012002117 10.1016/j.scitotenv.2020.140101 10.1007/s10708-022-10607-6 10.1038/s41598-021-86987-5 10.1016/j.scitotenv.2020.144578 10.1016/j.scitotenv.2022.154182 10.1016/j.scitotenv.2020.138226 10.1111/jors.12541 10.1177/1403494820975607 10.1016/j.ijid.2010.09.002 10.1038/s41598-020-77242-4 10.1016/j.envres.2023.115796 10.1016/j.scitotenv.2020.138997 10.1016/j.nhres.2023.02.002 10.3390/ijerph17196955 10.1016/j.envres.2020.110608 10.1371/journal.pone.0255063 10.1016/j.envres.2021.111657 10.1016/j.puhe.2020.05.065 10.1007/s40808-020-00838-2 10.1016/j.healthplace.2021.102539 10.1038/s41598-021-93810-8 10.3390/ijerph17113856 10.4209/aaqr.2020.06.0302 10.1128/mSphere.00441-20 10.1016/j.scitotenv.2020.140033 10.1016/j.chaos.2022.112996 10.1007/s11356-021-12646-x 10.1016/j.scitotenv.2020.142723 10.1073/pnas.2012370118 10.1111/jors.12595 10.1016/j.envres.2022.112761 10.3390/ijerph17217847 10.1111/j.1365-2621.1976.tb01143.x 10.1016/j.pdisas.2021.100165 10.3390/ijerph17217730 10.1371/journal.pone.0239385 10.1111/tgis.12792 10.1016/j.eswa.2021.115190 10.3390/ijerph18189866 10.1016/j.envres.2020.110042 10.1016/j.scitotenv.2020.139560 10.3390/ijerph18147563 10.1016/j.puhe.2020.07.002 10.3389/fenvs.2021.634156 10.1186/s12889-021-12162-0 10.1002/cplx.10003 10.1111/j.1538-4632.1995.tb00338.x 10.1016/j.scitotenv.2020.142810 10.1289/EHP11882 10.1111/tesg.12437 10.1089/ham.2021.0149 10.1016/j.envres.2021.110874 10.1016/j.ehb.2021.101018 10.1007/s11192-020-03690-4 10.1007/s41324-020-00375-1 10.3390/su12125064 10.1016/j.scitotenv.2020.140278 10.1080/09603123.2020.1793921 10.1371/journal.pone.0263367 10.1007/s10708-020-10278-1 10.3390/ijerph18062803 10.1016/j.scitotenv.2020.143783 10.1016/j.scitotenv.2020.143355 10.1016/j.sste.2022.100493 |
ContentType | Journal Article |
Copyright | 2024 The Authors 2024 The Authors. 2024 The Authors 2024 |
Copyright_xml | – notice: 2024 The Authors – notice: 2024 The Authors. – notice: 2024 The Authors 2024 |
DBID | 6I. AAFTH NPM AAYXX CITATION 7X8 5PM DOA |
DOI | 10.1016/j.heliyon.2024.e25810 |
DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access PubMed CrossRef MEDLINE - Academic PubMed Central (Full Participant titles) Directory of Open Access Journals |
DatabaseTitle | PubMed CrossRef MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic PubMed |
Database_xml | – sequence: 1 dbid: DOA name: Directory of Open Access Journals url: http://www.doaj.org/ sourceTypes: Open Website |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 2405-8440 |
EndPage | e25810 |
ExternalDocumentID | oai_doaj_org_article_29b156d7a07f4effa34ae9910bb1d7c9 10_1016_j_heliyon_2024_e25810 38356610 S2405844024018413 |
Genre | Journal Article Review |
GroupedDBID | 0R~ 0SF 457 53G 5VS 6I. AACTN AAEDW AAFTH AAFWJ ABMAC ACGFS ACLIJ ADBBV ADEZE AEXQZ AFPKN AFTJW AGHFR AITUG AKRWK ALMA_UNASSIGNED_HOLDINGS AMRAJ AOIJS BAWUL BCNDV DIK EBS FDB GROUPED_DOAJ HYE KQ8 M~E NCXOZ O9- OK1 ROL RPM SSZ AALRI ADVLN AFJKZ NPM AAYXX CITATION EJD IPNFZ RIG 7X8 5PM |
ID | FETCH-LOGICAL-c482t-41072d0507b52df6e91c6b2b03d94cc48a217c692a1e50d036375f641ed7ec8b3 |
IEDL.DBID | RPM |
ISSN | 2405-8440 |
IngestDate | Tue Oct 22 15:12:44 EDT 2024 Tue Sep 17 21:29:52 EDT 2024 Fri Oct 25 09:18:45 EDT 2024 Thu Sep 26 21:41:07 EDT 2024 Sat Nov 02 12:09:48 EDT 2024 Sat Jun 29 15:30:42 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 3 |
Keywords | COVID-19 Geographic factors Environmental factors Transdisciplinarity |
Language | English |
License | This is an open access article under the CC BY-NC-ND license. 2024 The Authors. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c482t-41072d0507b52df6e91c6b2b03d94cc48a217c692a1e50d036375f641ed7ec8b3 |
Notes | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-3 content type line 23 ObjectType-Review-1 Senior co-author. |
ORCID | 0000-0002-7537-4758 0000-0002-1600-4255 0000-0002-5853-6700 0000-0002-3504-1596 0000-0001-9787-7965 |
OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10865316/ |
PMID | 38356610 |
PQID | 2927213292 |
PQPubID | 23479 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_29b156d7a07f4effa34ae9910bb1d7c9 pubmedcentral_primary_oai_pubmedcentral_nih_gov_10865316 proquest_miscellaneous_2927213292 crossref_primary_10_1016_j_heliyon_2024_e25810 pubmed_primary_38356610 elsevier_sciencedirect_doi_10_1016_j_heliyon_2024_e25810 |
PublicationCentury | 2000 |
PublicationDate | 2024-02-15 |
PublicationDateYYYYMMDD | 2024-02-15 |
PublicationDate_xml | – month: 02 year: 2024 text: 2024-02-15 day: 15 |
PublicationDecade | 2020 |
PublicationPlace | England |
PublicationPlace_xml | – name: England |
PublicationTitle | Heliyon |
PublicationTitleAlternate | Heliyon |
PublicationYear | 2024 |
Publisher | Elsevier Ltd Elsevier |
Publisher_xml | – name: Elsevier Ltd – name: Elsevier |
References | Sarkodie, Owusu (bib68) 2020; 191 Abulibdeh, Mansour (bib138) 2022; 74 Paraskevis, Kostaki, Alygizakis, Thomaidis, Cartalis, Tsiodras, Dimopoulos (bib4) 2021; 768 Armillei, Filippucci, Fletcher (bib48) 2021; 42 Parvin, Ali, Hashmi, Ahmad (bib130) 2021; 29 Ibanez, Sisodia (bib135) 2022; 87 Yuan, Wu, Jing, Liu, Du, Wang, Liu (bib95) 2021; 193 Ahlawat, Wiedensohler, Mishra (bib70) 2020; 20 Tarwater, Martin (bib125) 2001; 6 Fortaleza, Guimarães, de Almeida, Pronunciate, Ferreira (bib33) 2020; 148 Chaves, Friberg, Hurtado, Marín Rodríguez, O'Sullivan, Bergmann (bib51) 2022; 80 Islam, Bukhari, Jameel, Shabnam, Erzurumluoglu, Siddique, Massaro, D'Agostino (bib74) 2021; 193 Kim, Rundle, Goodwin, Morrison, Branas, El-Sadr, Duncan (bib124) 2021; 68 Florida, Mellander (bib54) 2022; 68 Díaz Ramírez, Veneri, Lembcke (bib21) 2022; 62 Isaia, Diémoz, Maluta, Fountoulakis, Ceccon, di Sarra, Facta, Fedele, Lorenzetto, Siani, Isaia (bib98) 2021; 757 Frontera, Martin, Vlachos, Sgubin (bib116) 2020; 81 Irfan, Ikram, Ahmad, Wu, Hao (bib87) 2021; 28 Hofmeister, Seckler, Criss (bib107) 2021; 18 Conticini, Frediani, Caro (bib112) 2020; 261 Li, Chen, Zhang, Ren, Song, Xiao, Hou, Cai, Xu, Li, Chan, Tu, Yang, Yang, Liu, Shen, Wang, Xu, Liu, Bao, Zhang, Bi, Bai, Deng, Zhang, Huang, Whittington, Stenseth, Guan, Gong, Xu (bib96) 2020; 117 Nicolaou, Steinberg, Carrillo-Larco, Hartinger, Lescano, Checkley (bib24) 2022; 23 da Silva, Francisquini, Nascimento (bib76) 2021; 182 Fatima, O'Keefe, Wei, Arshad, Gruebner (bib9) 2021; 18 Murgante, Borruso, Balletto, Castiglia, Dettori (bib42) 2020; 12 Auler, Cássaro, Da Silva, Pires (bib71) 2020; 729 Deguen, Kihal-Talantikite (bib119) 2021; 18 Chen, Liang, Yuan, Hu, Xu, Zhao, Zhang, Tian, Zhu (bib75) 2020; 10 Martín-Martín, Thelwall, Orduna-Malea, Delgado López-Cózar (bib14) 2021; 126 Paez, Lopez, Menezes, Cavalcanti, Pitta (bib79) 2021; 53 Karim, Chen (bib34) 2021; 37 Abhimanyu, Coussens (bib102) 2017; 16 Wang, Liu, Zheng, Ma (bib134) 2023; 167 (bib7) 2022 Righi, Lauriola, Ghinoi, Giovannetti, Soldati (bib18) 2021; 10 Iqbal, Abid, Hussain, Shahzad, Waqas, Iqbal (bib63) 2020; 739 Oztig, Askin (bib144) 2020; 185 Hass, Jokar Arsanjani (bib56) 2021; 18 Prieto, Chávez–Hernández, Romero–Leiton (bib140) 2022; 17 Stafoggia, Ranzi, Ancona, Bauleo, Bella, Cattani, Nobile, Pezzotti, Iavarone (bib118) 2023; 131 Grubesic, Nelson, Wallace, Eason, Towers, Walker (bib55) 2022 Sigler, Mahmuda, Kimpton, Loginova, Wohland, Charles-Edwards, Corcoran (bib39) 2021; 17 Bilal, Bashir, Shahzad, Komal, Bashir, Bashir, Tan, Fatima, Numan (bib60) 2021; 28 Tzampoglou, Loukidis (bib61) 2020; 17 Chakraborti, Maiti, Pramanik, Sannigrahi, Pilla, Banerjee, Das (bib90) 2021; 765 Boterman (bib147) 2020; 111 Tobler (bib150) 1970; 46 Campos, Scheveck, Parikh, Hernandez-Bojorge, Terán, Izurieta (bib23) 2021; 21 Rahman, Islam, Islam (bib122) 2021; 7 Meyer, Sadler, Faverjon, Cameron, Bannister-Tyrrell (bib67) 2020; 8 Yang, Li, Cao (bib69) 2021; 18 Saran, Singh, Kumar, Chauhan (bib12) 2020; 48 Baniasad, Mofrad, Bahmanabadi, Jamshidi (bib109) 2021; 202 Cherrie, Clemens, Colandrea, Feng, Webb, Weller, Dibben (bib110) 2021; 185 Wang, Liu, Struthers, Lian (bib36) 2021; 72 Dawson, Bloomer, Winner, Weaver (bib17) 2014; 95 Amdaoud, Arcuri, Levratto, Succurro, Costanzo (bib37) 2020 Konstantinoudis, Padellini, Bennett, Davies, Ezzati, Blangiardo (bib120) 2021; 146 Alvioli (bib145) 2020; 204 McClymont, Hu (bib5) 2021; 18 Dixon, Grannis, Lembcke, Valvi, Roberts, Embi (bib40) 2021; 16 Ma, Zhao, Liu, He, Wang, Fu, Yan, Niu, Zhou, Luo (bib65) 2020; 724 Vinceti, Balboni, Rothman, Teggi, Bellino, Pezzotti, Ferrari, Orsini, Filippini (bib143) 2022; 29 Feng, Dibben (bib16) 2013 Liu, Huang, Li, Zhao, Wang, Huang, Yang (bib64) 2021; 195 Anselin (bib149) 1995; 27 Boterman (bib50) 2022 Biryukov, Boydston, Dunning, Yeager, Wood, Reese, Ferris, Miller, Weaver, Zeitouni, Phillips, Freeburger, Hooper, Ratnesar-Shumate, Yolitz, Krause, Williams, Dawson, Herzog, Dabisch, Wahl, Hevey, Altamura (bib81) 2020; 5 Su, Peng, Chen, Wang, Wang, Fan, Dong (bib100) 2020; 4 Scarpone, Brinkmann, Große, Sonnenwald, Fuchs, Walker (bib32) 2020; 19 Balboni, Filippini, Rothman, Costanzini, Bellino, Pezzotti, Brusaferro, Ferrari, Orsini, Teggi, Vinceti (bib148) 2023; 228 Cacho, Hernández, López-Hoyos, Martínez-Taboada (bib80) 2020; 19 Prata, Rodrigues, Bermejo (bib99) 2020; 729 Cao, Hiyoshi, Montgomery (bib126) 2020; 10 Lopez-Gay, Spijker, Cole, Marques, Triguero-Mas, Anguelovski, Mari-Dell’Olmo, Modenes, alamo-Junquera, Lopez-Gallego, Borrell (bib123) 2022; 76 Ganasegeran, Jamil, Ch’ng, Looi, Peariasamy (bib128) 2021; 18 Wang, Wu, Li, Han, Yin (bib6) 2022; 826 Franch-Pardo, Desjardins, Barea-Navarro, Cerdà (bib10) 2021; 25 Jamshidi, Baniasad, Niyogi (bib91) 2020; 17 Carleton, Cornetet, Huybers, Meng, Proctor (bib104) 2021; 118 Pramanik, Udmale, Bisht, Chowdhury, Szabo, Pal (bib78) 2022; 32 Ahasan, Alam, Chakraborty, Hossain (bib13) 2022; 9 Jeanne, Bourdin, Nadou, Noiret (bib136) 2022 Millet, Debevec, Brocherie, Burtscher, Burtscher (bib22) 2020; 8 Moozhipurath, Kraft, Skiera (bib105) 2020; 10 Sergeenko (bib106) 2022; 58 Merow, Urban (bib66) 2020; 117 Middya, Roy (bib121) 2021; 11 Sarmadi, Marufi, Kazemi Moghaddam (bib31) 2020; 188 Filippini, Rothman, Cocchio, Narne, Mantoan, Saia, Goffi, Ferrari, Maffeis, Orsini, Baldo, Vinceti (bib114) 2021; 760 Sartorius, Lawson, Pullan (bib141) 2021; 11 Yang, Deng, Li, Huang (bib146) 2020; 17 Ganasegeran, Jamil, Appannan, Ch’ng, Looi, Peariasamy (bib127) 2022; 19 Franch-Pardo, Napoletano, Rosete-Verges, Billa (bib11) 2020; 739 Sleszynski (bib41) 2021; 94 Martelletti, Martelletti (bib117) 2020; 2 Coker, Cavalli, Fabrizi, Guastella, Lippo, Parisi, Pontarollo, Rizzati, Varacca, Vergalli (bib53) 2020; 76 He, Zhou, Wang, Yuan (bib57) 2021; 9 Fernandes, da Silva, Silva, Villela, Mendonça, Lacerda (bib25) 2021; 11 Méndez-Arriaga (bib77) 2020; 735 Juzeniene, Ma, Kwitniewski, Polev, Lagunova, Dahlback, Moan (bib101) 2010; 14 Olusola, Olusola, Onafeso, Ajiola, Adelabu (bib129) 2022; 87 Mandal, Panwar (bib93) 2020; 185 Ge, Zhang, Liu, Ruktanonchai, Hu, Wu, Song, Ruktanonchai, Yan, Cleary, Feng, Li, Yang, Liu, Tatem, Wang, Lai (bib133) 2021 Norval, Björn, De Gruijl (bib103) 2010; 9 Suminski, Poston, Market, Hyder, Sara (bib84) 2008; 52 Luo, Liu, Fei, Han, Zhang, Wang, Shi, Zhang, Ruan, Niu (bib88) 2017; 49 Ramírez, Lee (bib35) 2020; 17 Nasiri, Akbarpour, Zali, Khodakarami, Boochani, Noory, Soori (bib45) 2022; 87 Ascani, Faggian, Montresor (bib49) 2021; 61 Li, Zhang, Cao, Liu, Du, Chen, Liu, Uddin, Jiang, Chen, Zhang, Wang (bib29) 2021; 764 Topîrceanu, Precup (bib58) 2021; 11 Quesada-Román, Pérez-Umaña, Brenes-Maykall (bib20) 2023; 3 Moeller, Fields, Dutson, Landmann, Carpenter (bib73) 1976; 41 Fazzini, Baresi, Bisci, Bna, Cecili, Giuliacci, Illuminati, Pregliasco, Miccadei (bib43) 2020; 17 Chen, Li, Feng, Man, Long (bib52) 2021; 16 Darques, Trottier, Gaudin, Ait-Mouheb (bib132) 2022; 22 Lin, Chi, Lin, Lai (bib139) 2020; 10 Andrés López, Herrero Luque, Martínez Arnaiz (bib1) 2021 World Health Organization (bib151) 2023 Guo, Bo, Lin, Li, Zeng, Zhang, Hossain, Chan, Yeung, Kwok, Wong, Lau, Lao (bib62) 2021; 757 Gupta, Banerjee, Das (bib26) 2020; 6 Sobral, Duarte, da Penha Sobral, Marinho, de Souza Melo (bib94) 2020; 729 Carballada, Balsa-Barreiro (bib2) 2021; 10 Xi, Wang, Qin, Jin (bib85) 2020; 173 Vaz (bib44) 2021; 13 Bélanger, Gray-Donald, O’loughlin, Paradis, Hanley (bib82) 2009; 19 Shao, Xie, Zhu (bib83) 2021; 194 Han, Huang, Li, Shao, Han, Luo, Qiu (bib28) 2022; 208 Pani, Lin, RavindraBabu (bib72) 2020; 740 Cuéllar, Torres, Romero-Severson, Mahesh, Ortega, Pungitore, Ke, Hengartner (bib142) 2022; 12 Paull, Horton, Ashfaq, Rastogi, Kramer, Diffenbaugh, Kilpatrick (bib89) 2017; 284 Niu, Wu, Shen, Huang, Zhou (bib46) 2021; 18 Pan, Yao, Liu, Meng, Ji, Qiu, Wang, Zhang, Wang, Kan (bib108) 2021; 753 Filippini, Rothman, Goffi, Ferrari, Maffeis, Orsini, Vinceti (bib115) 2020; 739 Briz-Redón, Serrano-Aroca (bib3) 2020; 44 Copat, Cristaldi, Fiore, Grasso, Zuccarello, Signorelli, Conti, Ferrante (bib113) 2020; 191 Ahasan, Alam, Chakraborty, Hossain (bib8) 2022; 9 Tang, Liu, Ren, Wu, Yu, Peng, Tian (bib111) 2021; 751 Wheeler, Patten, Wi, Bublitz, Ryu, Ristagno, Juhn (bib47) 2022; 6 Sun, Zhang, Yang, Wan, Wang (bib27) 2020; 746 Aria, Cuccurullo (bib15) 2017; 11 Ahmadi, Sharifi, Dorosti, Jafarzadeh Ghoushchi, Ghanbari (bib59) 2020; 729 Holmager, Lynge, Kann, St-Martin (bib131) 2021; 49 Azuma, Kagi, Kim, Hayashi (bib86) 2020; 190 Schnake-Mahl, Bilal (bib38) 2022; 28 Siljander, Uusitalo, Pellikka, Isosomppi, Vapalahti (bib137) 2022; 41 Zhang, Wang, Park, Deng (bib19) 2017; 188 Rodríguez-Pose, Burlina (bib97) 2021; 61 Kubota, Shiono, Kusumoto, Fujinuma (bib92) 2020; 15 Keshavarzi (bib30) 2020 Merow (10.1016/j.heliyon.2024.e25810_bib66) 2020; 117 Moeller (10.1016/j.heliyon.2024.e25810_bib73) 1976; 41 Pan (10.1016/j.heliyon.2024.e25810_bib108) 2021; 753 Olusola (10.1016/j.heliyon.2024.e25810_bib129) 2022; 87 Wang (10.1016/j.heliyon.2024.e25810_bib36) 2021; 72 Guo (10.1016/j.heliyon.2024.e25810_bib62) 2021; 757 Ahasan (10.1016/j.heliyon.2024.e25810_bib13) 2022; 9 Iqbal (10.1016/j.heliyon.2024.e25810_bib63) 2020; 739 Scarpone (10.1016/j.heliyon.2024.e25810_bib32) 2020; 19 Siljander (10.1016/j.heliyon.2024.e25810_bib137) 2022; 41 Ahasan (10.1016/j.heliyon.2024.e25810_bib8) 2022; 9 Ascani (10.1016/j.heliyon.2024.e25810_bib49) 2021; 61 Balboni (10.1016/j.heliyon.2024.e25810_bib148) 2023; 228 Mandal (10.1016/j.heliyon.2024.e25810_bib93) 2020; 185 Chakraborti (10.1016/j.heliyon.2024.e25810_bib90) 2021; 765 Alvioli (10.1016/j.heliyon.2024.e25810_bib145) 2020; 204 Florida (10.1016/j.heliyon.2024.e25810_bib54) 2022; 68 Franch-Pardo (10.1016/j.heliyon.2024.e25810_bib10) 2021; 25 Sobral (10.1016/j.heliyon.2024.e25810_bib94) 2020; 729 Dixon (10.1016/j.heliyon.2024.e25810_bib40) 2021; 16 Cacho (10.1016/j.heliyon.2024.e25810_bib80) 2020; 19 Meyer (10.1016/j.heliyon.2024.e25810_bib67) 2020; 8 Copat (10.1016/j.heliyon.2024.e25810_bib113) 2020; 191 Quesada-Román (10.1016/j.heliyon.2024.e25810_bib20) 2023; 3 Deguen (10.1016/j.heliyon.2024.e25810_bib119) 2021; 18 Bilal (10.1016/j.heliyon.2024.e25810_bib60) 2021; 28 Isaia (10.1016/j.heliyon.2024.e25810_bib98) 2021; 757 Carballada (10.1016/j.heliyon.2024.e25810_bib2) 2021; 10 Tarwater (10.1016/j.heliyon.2024.e25810_bib125) 2001; 6 Filippini (10.1016/j.heliyon.2024.e25810_bib114) 2021; 760 Chaves (10.1016/j.heliyon.2024.e25810_bib51) 2022; 80 Lin (10.1016/j.heliyon.2024.e25810_bib139) 2020; 10 Méndez-Arriaga (10.1016/j.heliyon.2024.e25810_bib77) 2020; 735 da Silva (10.1016/j.heliyon.2024.e25810_bib76) 2021; 182 Jamshidi (10.1016/j.heliyon.2024.e25810_bib91) 2020; 17 Tang (10.1016/j.heliyon.2024.e25810_bib111) 2021; 751 Fernandes (10.1016/j.heliyon.2024.e25810_bib25) 2021; 11 Shao (10.1016/j.heliyon.2024.e25810_bib83) 2021; 194 Ibanez (10.1016/j.heliyon.2024.e25810_bib135) 2022; 87 Paraskevis (10.1016/j.heliyon.2024.e25810_bib4) 2021; 768 World Health Organization (10.1016/j.heliyon.2024.e25810_bib151) 2023 Dawson (10.1016/j.heliyon.2024.e25810_bib17) 2014; 95 Nicolaou (10.1016/j.heliyon.2024.e25810_bib24) 2022; 23 Conticini (10.1016/j.heliyon.2024.e25810_bib112) 2020; 261 Sarmadi (10.1016/j.heliyon.2024.e25810_bib31) 2020; 188 Boterman (10.1016/j.heliyon.2024.e25810_bib50) 2022 Ganasegeran (10.1016/j.heliyon.2024.e25810_bib128) 2021; 18 He (10.1016/j.heliyon.2024.e25810_bib57) 2021; 9 Hofmeister (10.1016/j.heliyon.2024.e25810_bib107) 2021; 18 Filippini (10.1016/j.heliyon.2024.e25810_bib115) 2020; 739 Keshavarzi (10.1016/j.heliyon.2024.e25810_bib30) 2020 Carleton (10.1016/j.heliyon.2024.e25810_bib104) 2021; 118 Feng (10.1016/j.heliyon.2024.e25810_bib16) 2013 Cao (10.1016/j.heliyon.2024.e25810_bib126) 2020; 10 Nasiri (10.1016/j.heliyon.2024.e25810_bib45) 2022; 87 Juzeniene (10.1016/j.heliyon.2024.e25810_bib101) 2010; 14 Jeanne (10.1016/j.heliyon.2024.e25810_bib136) 2022 Ganasegeran (10.1016/j.heliyon.2024.e25810_bib127) 2022; 19 Gupta (10.1016/j.heliyon.2024.e25810_bib26) 2020; 6 Fazzini (10.1016/j.heliyon.2024.e25810_bib43) 2020; 17 Andrés López (10.1016/j.heliyon.2024.e25810_bib1) 2021 Biryukov (10.1016/j.heliyon.2024.e25810_bib81) 2020; 5 (10.1016/j.heliyon.2024.e25810_bib7) 2022 Azuma (10.1016/j.heliyon.2024.e25810_bib86) 2020; 190 Sigler (10.1016/j.heliyon.2024.e25810_bib39) 2021; 17 Vinceti (10.1016/j.heliyon.2024.e25810_bib143) 2022; 29 Li (10.1016/j.heliyon.2024.e25810_bib29) 2021; 764 Oztig (10.1016/j.heliyon.2024.e25810_bib144) 2020; 185 Pani (10.1016/j.heliyon.2024.e25810_bib72) 2020; 740 Prieto (10.1016/j.heliyon.2024.e25810_bib140) 2022; 17 Sarkodie (10.1016/j.heliyon.2024.e25810_bib68) 2020; 191 Anselin (10.1016/j.heliyon.2024.e25810_bib149) 1995; 27 Wang (10.1016/j.heliyon.2024.e25810_bib134) 2023; 167 Middya (10.1016/j.heliyon.2024.e25810_bib121) 2021; 11 Lopez-Gay (10.1016/j.heliyon.2024.e25810_bib123) 2022; 76 Aria (10.1016/j.heliyon.2024.e25810_bib15) 2017; 11 Sartorius (10.1016/j.heliyon.2024.e25810_bib141) 2021; 11 Hass (10.1016/j.heliyon.2024.e25810_bib56) 2021; 18 Chen (10.1016/j.heliyon.2024.e25810_bib75) 2020; 10 Cuéllar (10.1016/j.heliyon.2024.e25810_bib142) 2022; 12 Paez (10.1016/j.heliyon.2024.e25810_bib79) 2021; 53 McClymont (10.1016/j.heliyon.2024.e25810_bib5) 2021; 18 Coker (10.1016/j.heliyon.2024.e25810_bib53) 2020; 76 Schnake-Mahl (10.1016/j.heliyon.2024.e25810_bib38) 2022; 28 Yuan (10.1016/j.heliyon.2024.e25810_bib95) 2021; 193 Paull (10.1016/j.heliyon.2024.e25810_bib89) 2017; 284 Yang (10.1016/j.heliyon.2024.e25810_bib146) 2020; 17 Suminski (10.1016/j.heliyon.2024.e25810_bib84) 2008; 52 Irfan (10.1016/j.heliyon.2024.e25810_bib87) 2021; 28 Fortaleza (10.1016/j.heliyon.2024.e25810_bib33) 2020; 148 Parvin (10.1016/j.heliyon.2024.e25810_bib130) 2021; 29 Millet (10.1016/j.heliyon.2024.e25810_bib22) 2020; 8 Sun (10.1016/j.heliyon.2024.e25810_bib27) 2020; 746 Grubesic (10.1016/j.heliyon.2024.e25810_bib55) 2022 Kubota (10.1016/j.heliyon.2024.e25810_bib92) 2020; 15 Islam (10.1016/j.heliyon.2024.e25810_bib74) 2021; 193 Ge (10.1016/j.heliyon.2024.e25810_bib133) 2021 Sleszynski (10.1016/j.heliyon.2024.e25810_bib41) 2021; 94 Kim (10.1016/j.heliyon.2024.e25810_bib124) 2021; 68 Baniasad (10.1016/j.heliyon.2024.e25810_bib109) 2021; 202 Wang (10.1016/j.heliyon.2024.e25810_bib6) 2022; 826 Saran (10.1016/j.heliyon.2024.e25810_bib12) 2020; 48 Moozhipurath (10.1016/j.heliyon.2024.e25810_bib105) 2020; 10 Wheeler (10.1016/j.heliyon.2024.e25810_bib47) 2022; 6 Rodríguez-Pose (10.1016/j.heliyon.2024.e25810_bib97) 2021; 61 Konstantinoudis (10.1016/j.heliyon.2024.e25810_bib120) 2021; 146 Amdaoud (10.1016/j.heliyon.2024.e25810_bib37) 2020 Bélanger (10.1016/j.heliyon.2024.e25810_bib82) 2009; 19 Murgante (10.1016/j.heliyon.2024.e25810_bib42) 2020; 12 Ahmadi (10.1016/j.heliyon.2024.e25810_bib59) 2020; 729 Righi (10.1016/j.heliyon.2024.e25810_bib18) 2021; 10 Díaz Ramírez (10.1016/j.heliyon.2024.e25810_bib21) 2022; 62 Darques (10.1016/j.heliyon.2024.e25810_bib132) 2022; 22 Campos (10.1016/j.heliyon.2024.e25810_bib23) 2021; 21 Sergeenko (10.1016/j.heliyon.2024.e25810_bib106) 2022; 58 Abhimanyu (10.1016/j.heliyon.2024.e25810_bib102) 2017; 16 Franch-Pardo (10.1016/j.heliyon.2024.e25810_bib11) 2020; 739 Fatima (10.1016/j.heliyon.2024.e25810_bib9) 2021; 18 Prata (10.1016/j.heliyon.2024.e25810_bib99) 2020; 729 Niu (10.1016/j.heliyon.2024.e25810_bib46) 2021; 18 Rahman (10.1016/j.heliyon.2024.e25810_bib122) 2021; 7 Holmager (10.1016/j.heliyon.2024.e25810_bib131) 2021; 49 Xi (10.1016/j.heliyon.2024.e25810_bib85) 2020; 173 Ramírez (10.1016/j.heliyon.2024.e25810_bib35) 2020; 17 Armillei (10.1016/j.heliyon.2024.e25810_bib48) 2021; 42 Tobler (10.1016/j.heliyon.2024.e25810_bib150) 1970; 46 Han (10.1016/j.heliyon.2024.e25810_bib28) 2022; 208 Pramanik (10.1016/j.heliyon.2024.e25810_bib78) 2022; 32 Su (10.1016/j.heliyon.2024.e25810_bib100) 2020; 4 Norval (10.1016/j.heliyon.2024.e25810_bib103) 2010; 9 Yang (10.1016/j.heliyon.2024.e25810_bib69) 2021; 18 Liu (10.1016/j.heliyon.2024.e25810_bib64) 2021; 195 Tzampoglou (10.1016/j.heliyon.2024.e25810_bib61) 2020; 17 Zhang (10.1016/j.heliyon.2024.e25810_bib19) 2017; 188 Frontera (10.1016/j.heliyon.2024.e25810_bib116) 2020; 81 Martín-Martín (10.1016/j.heliyon.2024.e25810_bib14) 2021; 126 Stafoggia (10.1016/j.heliyon.2024.e25810_bib118) 2023; 131 Abulibdeh (10.1016/j.heliyon.2024.e25810_bib138) 2022; 74 Ahlawat (10.1016/j.heliyon.2024.e25810_bib70) 2020; 20 Ma (10.1016/j.heliyon.2024.e25810_bib65) 2020; 724 Auler (10.1016/j.heliyon.2024.e25810_bib71) 2020; 729 Chen (10.1016/j.heliyon.2024.e25810_bib52) 2021; 16 Briz-Redón (10.1016/j.heliyon.2024.e25810_bib3) 2020; 44 Luo (10.1016/j.heliyon.2024.e25810_bib88) 2017; 49 Martelletti (10.1016/j.heliyon.2024.e25810_bib117) 2020; 2 Topîrceanu (10.1016/j.heliyon.2024.e25810_bib58) 2021; 11 Vaz (10.1016/j.heliyon.2024.e25810_bib44) 2021; 13 Cherrie (10.1016/j.heliyon.2024.e25810_bib110) 2021; 185 Li (10.1016/j.heliyon.2024.e25810_bib96) 2020; 117 Boterman (10.1016/j.heliyon.2024.e25810_bib147) 2020; 111 Karim (10.1016/j.heliyon.2024.e25810_bib34) 2021; 37 |
References_xml | – volume: 9 start-page: 1379 year: 2022 ident: bib8 article-title: Applications of GIS and geospatial analyses in COVID-19 research: a systematic review publication-title: F1000Res contributor: fullname: Hossain – volume: 208 year: 2022 ident: bib28 article-title: Impact analysis of environmental and social factors on early-stage COVID-19 transmission in China by machine learning publication-title: Environ. Res. contributor: fullname: Qiu – volume: 826 year: 2022 ident: bib6 article-title: The impact of geo-environmental factors on global COVID-19 transmission: a review of evidence and methodology publication-title: Sci. Total Environ. contributor: fullname: Yin – volume: 17 start-page: 7847 year: 2020 ident: bib91 article-title: Global to USA county scale analysis of weather, urban density, mobility, homestay, and mask use on COVID-19 publication-title: IJERPH contributor: fullname: Niyogi – volume: 17 year: 2022 ident: bib140 article-title: On mobility trends analysis of COVID–19 dissemination in Mexico City publication-title: PLoS One contributor: fullname: Romero–Leiton – volume: 29 year: 2022 ident: bib143 article-title: Substantial impact of mobility restrictions on reducing COVID-19 incidence in Italy in 2020 publication-title: J. Trav. Med. contributor: fullname: Filippini – volume: 17 start-page: 56 year: 2021 ident: bib39 article-title: The socio-spatial determinants of COVID-19 diffusion: the impact of globalisation, settlement characteristics and population publication-title: Glob. Health contributor: fullname: Corcoran – volume: 58 year: 2022 ident: bib106 article-title: Heliogeophysical conditions in Moscow during the covid-19 pandemic publication-title: Izvestiya Atmos. Ocean. Phys. contributor: fullname: Sergeenko – volume: 68 year: 2021 ident: bib124 article-title: COVID-19 testing, case, and death rates and spatial socio-demographics in New York City: an ecological analysis as of June 2020 publication-title: Health Place contributor: fullname: Duncan – volume: 27 start-page: 93 year: 1995 end-page: 115 ident: bib149 article-title: Local indicators of spatial association—LISA publication-title: Geogr. Anal. contributor: fullname: Anselin – volume: 17 start-page: 6955 year: 2020 ident: bib43 article-title: Preliminary analysis of relationships between COVID19 and climate, morphology, and urbanization in the Lombardy region (northern Italy) publication-title: IJERPH contributor: fullname: Miccadei – volume: 194 year: 2021 ident: bib83 article-title: Mediation by human mobility of the association between temperature and COVID-19 transmission rate publication-title: Environ. Res. contributor: fullname: Zhu – volume: 185 start-page: 364 year: 2020 end-page: 367 ident: bib144 article-title: Human mobility and coronavirus disease 2019 (COVID-19): a negative binomial regression analysis publication-title: Publ. Health contributor: fullname: Askin – volume: 8 year: 2020 ident: bib22 article-title: Altitude and COVID‐19: friend or foe? A narrative review publication-title: Phys. Rep. contributor: fullname: Burtscher – volume: 185 start-page: 72 year: 2020 end-page: 79 ident: bib93 article-title: Can the summer temperatures reduce COVID-19 cases? publication-title: Publ. Health contributor: fullname: Panwar – volume: 118 year: 2021 ident: bib104 article-title: Global evidence for ultraviolet radiation decreasing COVID-19 growth rates publication-title: Proc. Natl. Acad. Sci. U.S.A. contributor: fullname: Proctor – volume: 41 start-page: 216 year: 1976 end-page: 217 ident: bib73 article-title: Effect of high temperature conditioning on subcellular distribution and levels of lysosomal enzymes publication-title: J. Food Sci. contributor: fullname: Carpenter – volume: 23 start-page: 146 year: 2022 end-page: 158 ident: bib24 article-title: Living at high altitude and COVID-19 mortality in Peru publication-title: High Alt. Med. Biol. contributor: fullname: Checkley – year: 2022 ident: bib55 article-title: Geodemographic insights on the COVID-19 pandemic in the State of Wisconsin and the role of risky facilities publication-title: Geojournal contributor: fullname: Walker – volume: 12 start-page: 5064 year: 2020 ident: bib42 article-title: Why Italy first? Health, geographical and planning aspects of the COVID-19 outbreak publication-title: Sustainability contributor: fullname: Dettori – volume: 173 year: 2020 ident: bib85 article-title: Influence of outdoor thermal environment on clothing and activity of tourists and local people in a severely cold climate city publication-title: Build. Environ. contributor: fullname: Jin – start-page: 30 year: 2020 ident: bib37 article-title: Geography of COVID-19 Outbreak and First Policy Answers in European Regions and Cities contributor: fullname: Costanzo – volume: 13 start-page: 1 year: 2021 end-page: 15 ident: bib44 article-title: Covid-19 in Toronto: A spatial exploratory analysis publication-title: Sustainability contributor: fullname: Vaz – volume: 3 start-page: 336 year: 2023 end-page: 343 ident: bib20 article-title: Relationships between COVID-19 and disaster risk in Costa Rican municipalities publication-title: Natural Hazards Research contributor: fullname: Brenes-Maykall – volume: 74 start-page: 16 year: 2022 end-page: 30 ident: bib138 article-title: Assessment of the effects of human mobility restrictions on COVID-19 prevalence in the Global South publication-title: Prof. Geogr. contributor: fullname: Mansour – volume: 9 year: 2021 ident: bib57 article-title: Risk assessment and prediction of COVID-19 based on epidemiological data from spatiotemporal geography publication-title: Front. Environ. Sci. contributor: fullname: Yuan – volume: 18 start-page: 1 year: 2021 end-page: 13 ident: bib69 article-title: Influence of meteorological factors on the covid-19 transmission with season and geographic location publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Cao – volume: 185 start-page: 363 year: 2021 end-page: 370 ident: bib110 article-title: Ultraviolet A radiation and COVID‐19 deaths in the USA with replication studies in England and Italy publication-title: Br. J. Dermatol. contributor: fullname: Dibben – volume: 739 year: 2020 ident: bib115 article-title: Satellite-detected tropospheric nitrogen dioxide and spread of SARS-CoV-2 infection in Northern Italy publication-title: Sci. Total Environ. contributor: fullname: Vinceti – year: 2023 ident: bib151 article-title: Considerations for Implementing and Adjusting Public Health and Social Measures in the Context of COVID-19 contributor: fullname: World Health Organization – volume: 17 start-page: 3856 year: 2020 ident: bib35 article-title: COVID-19 emergence and social and health determinants in Colorado: a rapid spatial analysis publication-title: IJERPH contributor: fullname: Lee – volume: 94 start-page: 305 year: 2021 end-page: 324 ident: bib41 article-title: Stages of spatial dispersion of the covid-19 epidemic in Poland in the first six months (4 March-20 September, 2020) publication-title: Geogr. Pol. contributor: fullname: Sleszynski – volume: 28 start-page: 59705 year: 2021 end-page: 59719 ident: bib87 article-title: Does temperature matter for COVID-19 transmissibility? Evidence across Pakistani provinces publication-title: Environ. Sci. Pollut. Res. contributor: fullname: Hao – volume: 111 start-page: 513 year: 2020 end-page: 529 ident: bib147 article-title: Urban-rural polarisation in times of the Corona outbreak? The early demographic and geographic patterns of the SARS-CoV-2 epidemic in The Netherlands publication-title: Tijdschr. Econ. Soc. Geogr. contributor: fullname: Boterman – volume: 19 start-page: 2082 year: 2022 ident: bib127 article-title: Spatial dynamics and multiscale regression modelling of population level indicators for COVID-19 spread in Malaysia publication-title: IJERPH contributor: fullname: Peariasamy – year: 2022 ident: bib7 publication-title: Atlante Covid-19. Geografia del Contagio in Italia, Associazione dei geografi italiani – volume: 68 start-page: 125 year: 2022 end-page: 150 ident: bib54 article-title: The geography of COVID-19 in Sweden, Ann publication-title: Reg. Sci. contributor: fullname: Mellander – volume: 11 start-page: 7890 year: 2021 ident: bib121 article-title: Geographically varying relationships of COVID-19 mortality with different factors in India publication-title: Sci. Rep. contributor: fullname: Roy – volume: 18 start-page: 3055 year: 2021 ident: bib107 article-title: Possible roles of permafrost melting, atmospheric transport, and solar irradiance in the development of major coronavirus and influenza pandemics publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Criss – volume: 87 start-page: 733 year: 2022 end-page: 747 ident: bib129 article-title: Early geography of the coronavirus disease outbreak in Nigeria publication-title: Geojournal contributor: fullname: Adelabu – volume: 724 year: 2020 ident: bib65 article-title: Effects of temperature variation and humidity on the death of COVID-19 in Wuhan, China publication-title: Sci. Total Environ. contributor: fullname: Luo – volume: 14 start-page: e1099 year: 2010 ident: bib101 article-title: The seasonality of pandemic and non-pandemic influenzas: the roles of solar radiation and vitamin D publication-title: Int. J. Infect. Dis. contributor: fullname: Moan – volume: 10 year: 2020 ident: bib75 article-title: Predicting the local COVID-19 outbreak around the world with meteorological conditions: a model-based qualitative study publication-title: BMJ Open contributor: fullname: Zhu – volume: 18 start-page: 1824 year: 2021 ident: bib119 article-title: Geographical pattern of COVID-19-related outcomes over the pandemic period in France: a nationwide socio-environmental study publication-title: IJERPH contributor: fullname: Kihal-Talantikite – volume: 10 year: 2021 ident: bib18 article-title: Disaster risk reduction and interdisciplinary education and training publication-title: Progress in Disaster Science contributor: fullname: Soldati – volume: 87 start-page: 1175 year: 2022 end-page: 1191 ident: bib135 article-title: The role of culture on 2020 SARS-CoV-2 Country deaths: a pandemic management based on cultural dimensions publication-title: Geojournal contributor: fullname: Sisodia – volume: 729 year: 2020 ident: bib99 article-title: Temperature significantly changes COVID-19 transmission in (sub)tropical cities of Brazil publication-title: Sci. Total Environ. contributor: fullname: Bermejo – volume: 190 year: 2020 ident: bib86 article-title: Impact of climate and ambient air pollution on the epidemic growth during COVID-19 outbreak in Japan publication-title: Environ. Res. contributor: fullname: Hayashi – volume: 768 year: 2021 ident: bib4 article-title: A review of the impact of weather and climate variables to COVID-19: in the absence of public health measures high temperatures cannot probably mitigate outbreaks publication-title: Sci. Total Environ. contributor: fullname: Dimopoulos – volume: 6 start-page: 2645 year: 2020 end-page: 2653 ident: bib26 article-title: Significance of geographical factors to the COVID-19 outbreak in India, Model publication-title: Earth Syst. Environ. contributor: fullname: Das – volume: 53 start-page: 397 year: 2021 end-page: 421 ident: bib79 article-title: A spatio‐temporal analysis of the environmental correlates of COVID‐19 incidence in Spain publication-title: Geogr. Anal. contributor: fullname: Pitta – volume: 16 year: 2021 ident: bib40 article-title: The synchronicity of COVID-19 disparities: statewide epidemiologic trends in SARS-CoV-2 morbidity, hospitalization, and mortality among racial minorities and in rural America publication-title: PLoS One contributor: fullname: Embi – volume: 49 start-page: 172 year: 2017 end-page: 178 ident: bib88 article-title: Impact of probable interaction of low temperature and ambient fine particulate matter on the function of rats alveolar macrophages publication-title: Environ. Toxicol. Pharmacol. contributor: fullname: Niu – volume: 191 year: 2020 ident: bib113 article-title: The role of air pollution (PM and NO2) in COVID-19 spread and lethality: a systematic review publication-title: Environ. Res. contributor: fullname: Ferrante – volume: 28 year: 2022 ident: bib38 article-title: Disaggregating disparities: a case study of heterogenous COVID-19 disparities across waves, geographies, social vulnerability, and political lean in Louisiana publication-title: Prev Med Rep contributor: fullname: Bilal – volume: 284 year: 2017 ident: bib89 article-title: Drought and immunity determine the intensity of West Nile virus epidemics and climate change impacts publication-title: Proc. R. Soc. A B. contributor: fullname: Kilpatrick – volume: 4 year: 2020 ident: bib100 article-title: A warm summer is unlikely to stop transmission of COVID‐19 naturally publication-title: GeoHealth contributor: fullname: Dong – volume: 261 year: 2020 ident: bib112 article-title: Can atmospheric pollution be considered a co-factor in extremely high level of SARS-CoV-2 lethality in Northern Italy? publication-title: Environ. Pollut. contributor: fullname: Caro – volume: 61 start-page: 407 year: 2021 end-page: 441 ident: bib49 article-title: The geography of COVID-19 and the structure of local economies: the case of Italy publication-title: J. Reg. Sci. contributor: fullname: Montresor – volume: 41 year: 2022 ident: bib137 article-title: Spatiotemporal clustering patterns and sociodemographic determinants of COVID-19 (SARS-CoV-2) infections in Helsinki, Finland publication-title: Spatial and Spatio-Temporal Epidemiology contributor: fullname: Vapalahti – volume: 228 year: 2023 ident: bib148 article-title: The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave publication-title: Environ. Res. contributor: fullname: Vinceti – year: 2022 ident: bib50 article-title: Population Density and SARS-CoV-2 Pandemic: Comparing the Geography of Different Waves in the Netherlands contributor: fullname: Boterman – volume: 62 start-page: 889 year: 2022 end-page: 908 ident: bib21 article-title: Where did it hit harder? Understanding the geography of excess mortality during the COVID-19 pandemic publication-title: J. Reg. Sci. contributor: fullname: Lembcke – volume: 146 year: 2021 ident: bib120 article-title: Long-term exposure to air-pollution and COVID-19 mortality in England: a hierarchical spatial analysis publication-title: Environ. Int. contributor: fullname: Blangiardo – volume: 25 start-page: 2191 year: 2021 ident: bib10 article-title: A review of GIS methodologies to analyze the dynamics of COVID-19 in the second half of 2020 publication-title: Trans. GIS contributor: fullname: Cerdà – volume: 735 year: 2020 ident: bib77 article-title: The temperature and regional climate effects on communitarian COVID-19 contagion in Mexico throughout phase 1 publication-title: Sci. Total Environ. contributor: fullname: Méndez-Arriaga – year: 2021 ident: bib133 article-title: Impacts of worldwide individual non-pharmaceutical interventions on COVID-19 transmission across waves and space publication-title: Public and Global Health contributor: fullname: Lai – volume: 10 year: 2020 ident: bib105 article-title: Evidence of protective role of Ultraviolet-B (UVB) radiation in reducing COVID-19 deaths publication-title: Sci. Rep. contributor: fullname: Skiera – volume: 42 year: 2021 ident: bib48 article-title: Did Covid-19 hit harder in peripheral areas? The case of Italian municipalities publication-title: Econ. Hum. Biol. contributor: fullname: Fletcher – volume: 11 start-page: 4402 year: 2021 ident: bib25 article-title: Altitude conditions seem to determine the evolution of COVID-19 in Brazil publication-title: Sci. Rep. contributor: fullname: Lacerda – volume: 17 start-page: 7730 year: 2020 ident: bib61 article-title: Investigation of the importance of climatic factors in COVID-19 worldwide intensity publication-title: IJERPH contributor: fullname: Loukidis – volume: 193 year: 2021 ident: bib95 article-title: Non-linear correlation between daily new cases of COVID-19 and meteorological factors in 127 countries publication-title: Environ. Res. contributor: fullname: Liu – volume: 757 year: 2021 ident: bib62 article-title: Meteorological factors and COVID-19 incidence in 190 countries: an observational study publication-title: Sci. Total Environ. contributor: fullname: Lao – volume: 764 year: 2021 ident: bib29 article-title: Identifying novel factors associated with COVID-19 transmission and fatality using the machine learning approach publication-title: Sci. Total Environ. contributor: fullname: Wang – volume: 28 start-page: 32856 year: 2021 end-page: 32865 ident: bib60 article-title: Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA publication-title: Environ. Sci. Pollut. Res. contributor: fullname: Numan – volume: 18 year: 2021 ident: bib46 article-title: Relationship between built environment and covid-19 dispersal based on age stratification: a case study of Wuhan publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Zhou – volume: 49 start-page: 88 year: 2021 end-page: 95 ident: bib131 article-title: Geography of COVID-19 in Denmark publication-title: Scand. J. Publ. Health contributor: fullname: St-Martin – year: 2021 ident: bib1 article-title: Cartographies on COVID-19 and Functional Divisions of the Territory: an Analysis on the Evolution of the Pandemic Based on Basic Health Areas (BHA) in Castile and Leon (Spain) contributor: fullname: Martínez Arnaiz – volume: 10 year: 2020 ident: bib139 article-title: The spatiotemporal estimation of the risk and the international transmission of COVID-19: a global perspective publication-title: Sci. Rep. contributor: fullname: Lai – year: 2022 ident: bib136 article-title: Economic globalization and the COVID-19 pandemic: global spread and inequalities publication-title: Geojournal contributor: fullname: Noiret – volume: 81 start-page: 318 year: 2020 end-page: 356 ident: bib116 article-title: Regional air pollution persistence links to COVID-19 infection zoning publication-title: J. Infect. contributor: fullname: Sgubin – volume: 10 start-page: 602 year: 2021 ident: bib2 article-title: Geospatial analysis and mapping Strategies for fine-Grained and detailed COVID-19 data with GIS publication-title: ISPRS Int. J. Geo-Inf. contributor: fullname: Balsa-Barreiro – volume: 739 year: 2020 ident: bib63 article-title: The effects of regional climatic condition on the spread of COVID-19 at global scale publication-title: Sci. Total Environ. contributor: fullname: Iqbal – volume: 117 start-page: 26151 year: 2020 end-page: 26157 ident: bib96 article-title: Global COVID-19 pandemic demands joint interventions for the suppression of future waves publication-title: Proc. Natl. Acad. Sci. U.S.A. contributor: fullname: Xu – volume: 9 start-page: 11 year: 2010 end-page: 17 ident: bib103 article-title: Is the action spectrum for the UV-induced production of previtamin D3 in human skin correct? publication-title: Photochem. Photobiol. Sci. contributor: fullname: De Gruijl – volume: 48 start-page: 1121 year: 2020 end-page: 1138 ident: bib12 article-title: Review of geospatial technology for infectious disease surveillance: use case on COVID-19 publication-title: J Indian Soc Remote Sens contributor: fullname: Chauhan – volume: 16 year: 2021 ident: bib52 article-title: Gravitational scaling analysis on spatial diffusion of COVID-19 in Hubei Province, China publication-title: PLoS One contributor: fullname: Long – volume: 37 start-page: 124 year: 2021 end-page: 132 ident: bib34 article-title: Deaths from COVID-19 in rural, micropolitan, and metropolitan areas: a county-level comparison publication-title: J. Rural Health contributor: fullname: Chen – volume: 6 start-page: 29 year: 2001 end-page: 36 ident: bib125 article-title: Effects of population density on the spread of disease publication-title: Complexity contributor: fullname: Martin – volume: 18 start-page: 2803 year: 2021 ident: bib56 article-title: The geography of the covid-19 pandemic: a data-driven approach to exploring geographical driving forces publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Jokar Arsanjani – volume: 87 start-page: 3291 year: 2022 end-page: 3305 ident: bib45 article-title: Spatio-temporal analysis of COVID-19 incidence rate using GIS: a case study—Tehran metropolitan, Iran publication-title: Geojournal contributor: fullname: Soori – volume: 126 start-page: 871 year: 2021 end-page: 906 ident: bib14 article-title: Google scholar, microsoft academic, Scopus, dimensions, Web of science, and OpenCitations' COCI: a multidisciplinary comparison of coverage via citations publication-title: Scientometrics contributor: fullname: Delgado López-Cózar – volume: 10 year: 2020 ident: bib126 article-title: COVID-19 case-fatality rate and demographic and socioeconomic influencers: worldwide spatial regression analysis based on country-level data publication-title: BMJ Open contributor: fullname: Montgomery – volume: 16 start-page: 314 year: 2017 end-page: 338 ident: bib102 article-title: The role of UV radiation and vitamin D in the seasonality and outcomes of infectious disease publication-title: Photochem. Photobiol. Sci. contributor: fullname: Coussens – volume: 182 year: 2021 ident: bib76 article-title: Meteorological and human mobility data on predicting COVID-19 cases by a novel hybrid decomposition method with anomaly detection analysis: a case study in the capitals of Brazil publication-title: Expert Syst. Appl. contributor: fullname: Nascimento – volume: 11 start-page: 5378 year: 2021 ident: bib141 article-title: Modelling and predicting the spatio-temporal spread of COVID-19, associated deaths and impact of key risk factors in England publication-title: Sci. Rep. contributor: fullname: Pullan – volume: 52 start-page: 189 year: 2008 end-page: 197 ident: bib84 article-title: Meteorological conditions are associated with physical activities performed in open-air settings publication-title: Int. J. Biometeorol. contributor: fullname: Sara – volume: 148 year: 2020 ident: bib33 article-title: Taking the inner route: spatial and demographic factors affecting vulnerability to COVID-19 among 604 cities from inner São Paulo State, Brazil publication-title: Epidemiol. Infect. contributor: fullname: Ferreira – volume: 765 year: 2021 ident: bib90 article-title: Evaluating the plausible application of advanced machine learnings in exploring determinant factors of present pandemic: a case for continent specific COVID-19 analysis publication-title: Sci. Total Environ. contributor: fullname: Das – volume: 2 start-page: 383 year: 2020 end-page: 387 ident: bib117 article-title: Air pollution and the novel covid-19 disease: a putative disease risk factor, SN Compr publication-title: Clin. Med. contributor: fullname: Martelletti – volume: 7 start-page: 2059 year: 2021 end-page: 2087 ident: bib122 article-title: Geospatial modelling on the spread and dynamics of 154 day outbreak of the novel coronavirus (COVID-19) pandemic in Bangladesh towards vulnerability zoning and management approaches, Model publication-title: Earth Syst. Environ. contributor: fullname: Islam – volume: 753 year: 2021 ident: bib108 article-title: Warmer weather unlikely to reduce the COVID-19 transmission: an ecological study in 202 locations in 8 countries publication-title: Sci. Total Environ. contributor: fullname: Kan – volume: 6 year: 2022 ident: bib47 article-title: Role of geographic risk factors and social determinants of health in COVID-19 epidemiology: longitudinal geospatial analysis in a midwest rural region publication-title: J. Clin. Trans. Sci. contributor: fullname: Juhn – volume: 19 start-page: 180 year: 2009 end-page: 186 ident: bib82 article-title: Influence of weather conditions and season on physical activity in adolescents publication-title: Ann. Epidemiol. contributor: fullname: Hanley – volume: 11 year: 2021 ident: bib58 article-title: A novel geo-hierarchical population mobility model for spatial spreading of resurgent epidemics publication-title: Sci. Rep. contributor: fullname: Precup – volume: 15 year: 2020 ident: bib92 article-title: Multiple drivers of the COVID-19 spread: the roles of climate, international mobility, and region-specific conditions publication-title: PLoS One contributor: fullname: Fujinuma – volume: 76 start-page: 611 year: 2020 end-page: 634 ident: bib53 article-title: The effects of air pollution on COVID-19 related mortality in northern Italy publication-title: Environ. Resour. Econ. contributor: fullname: Vergalli – volume: 204 year: 2020 ident: bib145 article-title: Administrative boundaries and urban areas in Italy: a perspective from scaling laws publication-title: Landsc. Urban Plann. contributor: fullname: Alvioli – volume: 21 start-page: 2079 year: 2021 ident: bib23 article-title: Effect of altitude on COVID-19 mortality in Ecuador: an ecological study publication-title: BMC Publ. Health contributor: fullname: Izurieta – volume: 751 year: 2021 ident: bib111 article-title: Sunlight ultraviolet radiation dose is negatively correlated with the percent positive of SARS-CoV-2 and four other common human coronaviruses in the U.S publication-title: Sci. Total Environ. contributor: fullname: Tian – volume: 757 year: 2021 ident: bib98 article-title: Does solar ultraviolet radiation play a role in COVID-19 infection and deaths? An environmental ecological study in Italy publication-title: Sci. Total Environ. contributor: fullname: Isaia – volume: 8 start-page: 367 year: 2020 ident: bib67 article-title: Evidence that higher temperatures are associated with a marginally lower incidence of COVID-19 cases publication-title: Front. Public Health contributor: fullname: Bannister-Tyrrell – volume: 18 start-page: 2336 year: 2021 ident: bib9 article-title: Geospatial analysis of COVID-19: a scoping review publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Gruebner – volume: 195 year: 2021 ident: bib64 article-title: The role of seasonality in the spread of COVID-19 pandemic publication-title: Environ. Res. contributor: fullname: Yang – volume: 191 year: 2020 ident: bib68 article-title: Impact of meteorological factors on COVID-19 pandemic: evidence from top 20 countries with confirmed cases publication-title: Environ. Res. contributor: fullname: Owusu – volume: 11 start-page: 959 year: 2017 end-page: 975 ident: bib15 article-title: bibliometrix: an R-tool for comprehensive science mapping analysis publication-title: Journal of Informetrics contributor: fullname: Cuccurullo – volume: 95 start-page: 521 year: 2014 end-page: 532 ident: bib17 article-title: Understanding the meteorological drivers of U.s. Particulate matter concentrations in a changing climate publication-title: Bull. Am. Meteorol. Soc. contributor: fullname: Weaver – year: 2020 ident: bib30 article-title: Coronavirus Infectious Disease (COVID-19) Modeling: Evidence of Geographical Signals contributor: fullname: Keshavarzi – volume: 44 start-page: 591 year: 2020 end-page: 604 ident: bib3 article-title: The effect of climate on the spread of the COVID-19 pandemic: a review of findings, and statistical and modelling techniques publication-title: Prog. Phys. Geogr. Earth Environ. contributor: fullname: Serrano-Aroca – volume: 740 year: 2020 ident: bib72 article-title: Association of COVID-19 pandemic with meteorological parameters over Singapore publication-title: Sci. Total Environ. contributor: fullname: RavindraBabu – volume: 760 year: 2021 ident: bib114 article-title: Associations between mortality from COVID-19 in two Italian regions and outdoor air pollution as assessed through tropospheric nitrogen dioxide publication-title: Sci. Total Environ. contributor: fullname: Vinceti – volume: 17 start-page: 2563 year: 2020 ident: bib146 article-title: Spatio-temporal patterns of the 2019-nCoV epidemic at the county level in hubei province, China publication-title: IJERPH contributor: fullname: Huang – volume: 19 start-page: 32 year: 2020 ident: bib32 article-title: A multimethod approach for county-scale geospatial analysis of emerging infectious diseases: a cross-sectional case study of COVID-19 incidence in Germany publication-title: Int. J. Health Geogr. contributor: fullname: Walker – volume: 729 year: 2020 ident: bib71 article-title: Evidence that high temperatures and intermediate relative humidity might favor the spread of COVID-19 in tropical climate: a case study for the most affected Brazilian cities publication-title: Sci. Total Environ. contributor: fullname: Pires – volume: 12 start-page: 370 year: 2022 ident: bib142 article-title: Assessing the impact of human mobility to predict regional excess death in Ecuador publication-title: Sci. Rep. contributor: fullname: Hengartner – volume: 20 start-page: 1856 year: 2020 end-page: 1861 ident: bib70 article-title: An overview on the role of relative humidity in airborne transmission of SARS-CoV-2 in indoor environments publication-title: Aerosol Air Qual. Res. contributor: fullname: Mishra – volume: 32 start-page: 723 year: 2022 end-page: 737 ident: bib78 article-title: Climatic factors influence the spread of COVID-19 in Russia publication-title: Int. J. Environ. Health Res. contributor: fullname: Pal – volume: 729 year: 2020 ident: bib59 article-title: Investigation of effective climatology parameters on COVID-19 outbreak in Iran publication-title: Sci. Total Environ. contributor: fullname: Ghanbari – volume: 9 start-page: 1379 year: 2022 ident: bib13 article-title: Applications of GIS and geospatial analyses in COVID-19 research: a systematic review publication-title: F1000Res contributor: fullname: Hossain – volume: 131 year: 2023 ident: bib118 article-title: The EpiCovAir study group, long-term exposure to ambient air pollution and mortality among four million COVID-19 cases in Italy: the EpiCovAir study publication-title: Environ. Health Perspect. contributor: fullname: Iavarone – volume: 80 year: 2022 ident: bib51 article-title: Trade, uneven development and people in motion: used territories and the initial spread of COVID-19 in Mesoamerica and the Caribbean publication-title: Soc. Econ. Plann. Sci. contributor: fullname: Bergmann – volume: 729 year: 2020 ident: bib94 article-title: Association between climate variables and global transmission oF SARS-CoV-2 publication-title: Sci. Total Environ. contributor: fullname: de Souza Melo – volume: 746 year: 2020 ident: bib27 article-title: Impacts of geographic factors and population density on the COVID-19 spreading under the lockdown policies of China publication-title: Sci. Total Environ. contributor: fullname: Wang – volume: 193 year: 2021 ident: bib74 article-title: COVID-19 and climatic factors: a global analysis publication-title: Environ. Res. contributor: fullname: D'Agostino – volume: 117 start-page: 27456 year: 2020 end-page: 27464 ident: bib66 article-title: Seasonality and uncertainty in global COVID-19 growth rates publication-title: Proc. Natl. Acad. Sci. U.S.A. contributor: fullname: Urban – volume: 5 year: 2020 ident: bib81 article-title: Increasing temperature and relative humidity accelerates inactivation of SARS-CoV-2 on surfaces publication-title: mSphere contributor: fullname: Altamura – volume: 29 start-page: 479 year: 2021 end-page: 494 ident: bib130 article-title: Spatial prediction and mapping of the COVID-19 hotspot in India using geostatistical technique publication-title: Spat. Inf. Res. contributor: fullname: Ahmad – volume: 46 start-page: 234 year: 1970 ident: bib150 article-title: A computer movie simulating urban growth in the Detroit region publication-title: Econ. Geogr. contributor: fullname: Tobler – volume: 18 start-page: 396 year: 2021 ident: bib5 article-title: Weather variability and COVID-19 transmission: a review of recent research publication-title: IJERPH contributor: fullname: Hu – volume: 72 start-page: 643 year: 2021 end-page: 651 ident: bib36 article-title: Spatiotemporal characteristics of the COVID-19 epidemic in the United States publication-title: Clin. Infect. Dis. contributor: fullname: Lian – volume: 188 year: 2020 ident: bib31 article-title: Association of COVID-19 global distribution and environmental and demographic factors: an updated three-month study publication-title: Environ. Res. contributor: fullname: Kazemi Moghaddam – volume: 739 year: 2020 ident: bib11 article-title: Spatial analysis and GIS in the study of COVID-19. A review publication-title: Sci. Total Environ. contributor: fullname: Billa – volume: 19 start-page: 106 year: 2020 ident: bib80 article-title: Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: an ecological study publication-title: Environ. Health contributor: fullname: Martínez-Taboada – volume: 22 start-page: 1279 year: 2022 ident: bib132 article-title: Clustering and mapping the first COVID-19 outbreak in France publication-title: BMC Publ. Health contributor: fullname: Ait-Mouheb – year: 2013 ident: bib16 article-title: A Review of Resources for Geographical Variables contributor: fullname: Dibben – volume: 167 year: 2023 ident: bib134 article-title: A new method for spatio-temporal transmission prediction of COVID-19 publication-title: Chaos, Solit. Fractals contributor: fullname: Ma – volume: 18 start-page: 9866 year: 2021 ident: bib128 article-title: Influence of population density for COVID-19 spread in Malaysia: an ecological study publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Peariasamy – volume: 76 start-page: 1 year: 2022 end-page: 7 ident: bib123 article-title: Sociodemographic determinants of intraurban variations in COVID-19 incidence: the case of Barcelona publication-title: J. Epidemiol. Community Health contributor: fullname: Borrell – volume: 202 year: 2021 ident: bib109 article-title: COVID-19 in Asia: transmission factors, re-opening policies, and vaccination simulation publication-title: Environ. Res. contributor: fullname: Jamshidi – volume: 61 start-page: 728 year: 2021 end-page: 752 ident: bib97 article-title: Institutions and the uneven geography of the first wave of the COVID-19 pandemic publication-title: J. Reg. Sci. contributor: fullname: Burlina – volume: 188 start-page: 64 year: 2017 end-page: 79 ident: bib19 article-title: Quantifying the relationship between extreme air pollution events and extreme weather events publication-title: Atmos. Res. contributor: fullname: Deng – volume: 17 start-page: 2563 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib146 article-title: Spatio-temporal patterns of the 2019-nCoV epidemic at the county level in hubei province, China publication-title: IJERPH doi: 10.3390/ijerph17072563 contributor: fullname: Yang – volume: 19 start-page: 2082 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib127 article-title: Spatial dynamics and multiscale regression modelling of population level indicators for COVID-19 spread in Malaysia publication-title: IJERPH doi: 10.3390/ijerph19042082 contributor: fullname: Ganasegeran – volume: 757 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib98 article-title: Does solar ultraviolet radiation play a role in COVID-19 infection and deaths? An environmental ecological study in Italy publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.143757 contributor: fullname: Isaia – volume: 12 start-page: 370 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib142 article-title: Assessing the impact of human mobility to predict regional excess death in Ecuador publication-title: Sci. Rep. doi: 10.1038/s41598-021-03926-0 contributor: fullname: Cuéllar – volume: 80 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib51 article-title: Trade, uneven development and people in motion: used territories and the initial spread of COVID-19 in Mesoamerica and the Caribbean publication-title: Soc. Econ. Plann. Sci. doi: 10.1016/j.seps.2021.101161 contributor: fullname: Chaves – volume: 18 start-page: 1 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib69 article-title: Influence of meteorological factors on the covid-19 transmission with season and geographic location publication-title: Int. J. Environ. Res. Publ. Health contributor: fullname: Yang – volume: 146 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib120 article-title: Long-term exposure to air-pollution and COVID-19 mortality in England: a hierarchical spatial analysis publication-title: Environ. Int. doi: 10.1016/j.envint.2020.106316 contributor: fullname: Konstantinoudis – volume: 58 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib106 article-title: Heliogeophysical conditions in Moscow during the covid-19 pandemic publication-title: Izvestiya Atmos. Ocean. Phys. doi: 10.1134/S0001433822130096 contributor: fullname: Sergeenko – volume: 49 start-page: 172 year: 2017 ident: 10.1016/j.heliyon.2024.e25810_bib88 article-title: Impact of probable interaction of low temperature and ambient fine particulate matter on the function of rats alveolar macrophages publication-title: Environ. Toxicol. Pharmacol. doi: 10.1016/j.etap.2016.12.011 contributor: fullname: Luo – volume: 76 start-page: 611 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib53 article-title: The effects of air pollution on COVID-19 related mortality in northern Italy publication-title: Environ. Resour. Econ. doi: 10.1007/s10640-020-00486-1 contributor: fullname: Coker – volume: 37 start-page: 124 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib34 article-title: Deaths from COVID-19 in rural, micropolitan, and metropolitan areas: a county-level comparison publication-title: J. Rural Health doi: 10.1111/jrh.12533 contributor: fullname: Karim – volume: 18 start-page: 2336 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib9 article-title: Geospatial analysis of COVID-19: a scoping review publication-title: Int. J. Environ. Res. Publ. Health doi: 10.3390/ijerph18052336 contributor: fullname: Fatima – volume: 53 start-page: 397 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib79 article-title: A spatio‐temporal analysis of the environmental correlates of COVID‐19 incidence in Spain publication-title: Geogr. Anal. doi: 10.1111/gean.12241 contributor: fullname: Paez – year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib55 article-title: Geodemographic insights on the COVID-19 pandemic in the State of Wisconsin and the role of risky facilities publication-title: Geojournal doi: 10.1007/s10708-021-10503-5 contributor: fullname: Grubesic – volume: 284 year: 2017 ident: 10.1016/j.heliyon.2024.e25810_bib89 article-title: Drought and immunity determine the intensity of West Nile virus epidemics and climate change impacts publication-title: Proc. R. Soc. A B. contributor: fullname: Paull – volume: 204 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib145 article-title: Administrative boundaries and urban areas in Italy: a perspective from scaling laws publication-title: Landsc. Urban Plann. doi: 10.1016/j.landurbplan.2020.103906 contributor: fullname: Alvioli – volume: 7 start-page: 2059 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib122 article-title: Geospatial modelling on the spread and dynamics of 154 day outbreak of the novel coronavirus (COVID-19) pandemic in Bangladesh towards vulnerability zoning and management approaches, Model publication-title: Earth Syst. Environ. doi: 10.1007/s40808-020-00962-z contributor: fullname: Rahman – volume: 87 start-page: 3291 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib45 article-title: Spatio-temporal analysis of COVID-19 incidence rate using GIS: a case study—Tehran metropolitan, Iran publication-title: Geojournal doi: 10.1007/s10708-021-10438-x contributor: fullname: Nasiri – volume: 28 start-page: 59705 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib87 article-title: Does temperature matter for COVID-19 transmissibility? Evidence across Pakistani provinces publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-021-14875-6 contributor: fullname: Irfan – volume: 117 start-page: 27456 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib66 article-title: Seasonality and uncertainty in global COVID-19 growth rates publication-title: Proc. Natl. Acad. Sci. U.S.A. doi: 10.1073/pnas.2008590117 contributor: fullname: Merow – volume: 753 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib108 article-title: Warmer weather unlikely to reduce the COVID-19 transmission: an ecological study in 202 locations in 8 countries publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.142272 contributor: fullname: Pan – volume: 9 start-page: 11 year: 2010 ident: 10.1016/j.heliyon.2024.e25810_bib103 article-title: Is the action spectrum for the UV-induced production of previtamin D3 in human skin correct? publication-title: Photochem. Photobiol. Sci. doi: 10.1039/b9pp00012g contributor: fullname: Norval – volume: 11 start-page: 5378 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib141 article-title: Modelling and predicting the spatio-temporal spread of COVID-19, associated deaths and impact of key risk factors in England publication-title: Sci. Rep. doi: 10.1038/s41598-021-83780-2 contributor: fullname: Sartorius – volume: 751 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib111 article-title: Sunlight ultraviolet radiation dose is negatively correlated with the percent positive of SARS-CoV-2 and four other common human coronaviruses in the U.S publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.141816 contributor: fullname: Tang – volume: 29 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib143 article-title: Substantial impact of mobility restrictions on reducing COVID-19 incidence in Italy in 2020 publication-title: J. Trav. Med. doi: 10.1093/jtm/taac081 contributor: fullname: Vinceti – volume: 11 start-page: 4402 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib25 article-title: Altitude conditions seem to determine the evolution of COVID-19 in Brazil publication-title: Sci. Rep. doi: 10.1038/s41598-021-83971-x contributor: fullname: Fernandes – year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib133 article-title: Impacts of worldwide individual non-pharmaceutical interventions on COVID-19 transmission across waves and space publication-title: Public and Global Health contributor: fullname: Ge – volume: 81 start-page: 318 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib116 article-title: Regional air pollution persistence links to COVID-19 infection zoning publication-title: J. Infect. doi: 10.1016/j.jinf.2020.03.045 contributor: fullname: Frontera – volume: 10 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib75 article-title: Predicting the local COVID-19 outbreak around the world with meteorological conditions: a model-based qualitative study publication-title: BMJ Open doi: 10.1136/bmjopen-2020-041397 contributor: fullname: Chen – volume: 729 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib71 article-title: Evidence that high temperatures and intermediate relative humidity might favor the spread of COVID-19 in tropical climate: a case study for the most affected Brazilian cities publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.139090 contributor: fullname: Auler – volume: 261 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib112 article-title: Can atmospheric pollution be considered a co-factor in extremely high level of SARS-CoV-2 lethality in Northern Italy? publication-title: Environ. Pollut. doi: 10.1016/j.envpol.2020.114465 contributor: fullname: Conticini – volume: 18 start-page: 3055 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib107 article-title: Possible roles of permafrost melting, atmospheric transport, and solar irradiance in the development of major coronavirus and influenza pandemics publication-title: Int. J. Environ. Res. Publ. Health doi: 10.3390/ijerph18063055 contributor: fullname: Hofmeister – year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib1 contributor: fullname: Andrés López – volume: 19 start-page: 180 year: 2009 ident: 10.1016/j.heliyon.2024.e25810_bib82 article-title: Influence of weather conditions and season on physical activity in adolescents publication-title: Ann. Epidemiol. doi: 10.1016/j.annepidem.2008.12.008 contributor: fullname: Bélanger – volume: 19 start-page: 32 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib32 article-title: A multimethod approach for county-scale geospatial analysis of emerging infectious diseases: a cross-sectional case study of COVID-19 incidence in Germany publication-title: Int. J. Health Geogr. doi: 10.1186/s12942-020-00225-1 contributor: fullname: Scarpone – volume: 8 start-page: 367 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib67 article-title: Evidence that higher temperatures are associated with a marginally lower incidence of COVID-19 cases publication-title: Front. Public Health doi: 10.3389/fpubh.2020.00367 contributor: fullname: Meyer – volume: 61 start-page: 407 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib49 article-title: The geography of COVID-19 and the structure of local economies: the case of Italy publication-title: J. Reg. Sci. doi: 10.1111/jors.12510 contributor: fullname: Ascani – volume: 191 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib68 article-title: Impact of meteorological factors on COVID-19 pandemic: evidence from top 20 countries with confirmed cases publication-title: Environ. Res. doi: 10.1016/j.envres.2020.110101 contributor: fullname: Sarkodie – volume: 6 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib47 article-title: Role of geographic risk factors and social determinants of health in COVID-19 epidemiology: longitudinal geospatial analysis in a midwest rural region publication-title: J. Clin. Trans. Sci. doi: 10.1017/cts.2021.885 contributor: fullname: Wheeler – volume: 729 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib59 article-title: Investigation of effective climatology parameters on COVID-19 outbreak in Iran publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.138705 contributor: fullname: Ahmadi – volume: 148 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib33 article-title: Taking the inner route: spatial and demographic factors affecting vulnerability to COVID-19 among 604 cities from inner São Paulo State, Brazil publication-title: Epidemiol. Infect. doi: 10.1017/S095026882000134X contributor: fullname: Fortaleza – volume: 173 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib85 article-title: Influence of outdoor thermal environment on clothing and activity of tourists and local people in a severely cold climate city publication-title: Build. Environ. doi: 10.1016/j.buildenv.2020.106757 contributor: fullname: Xi – volume: 46 start-page: 234 year: 1970 ident: 10.1016/j.heliyon.2024.e25810_bib150 article-title: A computer movie simulating urban growth in the Detroit region publication-title: Econ. Geogr. doi: 10.2307/143141 contributor: fullname: Tobler – volume: 48 start-page: 1121 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib12 article-title: Review of geospatial technology for infectious disease surveillance: use case on COVID-19 publication-title: J Indian Soc Remote Sens doi: 10.1007/s12524-020-01140-5 contributor: fullname: Saran – volume: 22 start-page: 1279 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib132 article-title: Clustering and mapping the first COVID-19 outbreak in France publication-title: BMC Publ. Health doi: 10.1186/s12889-022-13537-7 contributor: fullname: Darques – volume: 28 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib38 article-title: Disaggregating disparities: a case study of heterogenous COVID-19 disparities across waves, geographies, social vulnerability, and political lean in Louisiana publication-title: Prev Med Rep contributor: fullname: Schnake-Mahl – volume: 185 start-page: 363 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib110 article-title: Ultraviolet A radiation and COVID‐19 deaths in the USA with replication studies in England and Italy publication-title: Br. J. Dermatol. doi: 10.1111/bjd.20093 contributor: fullname: Cherrie – volume: 72 start-page: 643 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib36 article-title: Spatiotemporal characteristics of the COVID-19 epidemic in the United States publication-title: Clin. Infect. Dis. doi: 10.1093/cid/ciaa934 contributor: fullname: Wang – volume: 76 start-page: 1 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib123 article-title: Sociodemographic determinants of intraurban variations in COVID-19 incidence: the case of Barcelona publication-title: J. Epidemiol. Community Health doi: 10.1136/jech-2020-216325 contributor: fullname: Lopez-Gay – volume: 94 start-page: 305 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib41 article-title: Stages of spatial dispersion of the covid-19 epidemic in Poland in the first six months (4 March-20 September, 2020) publication-title: Geogr. Pol. doi: 10.7163/GPol.0207 contributor: fullname: Sleszynski – volume: 74 start-page: 16 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib138 article-title: Assessment of the effects of human mobility restrictions on COVID-19 prevalence in the Global South publication-title: Prof. Geogr. doi: 10.1080/00330124.2021.1970592 contributor: fullname: Abulibdeh – volume: 87 start-page: 1175 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib135 article-title: The role of culture on 2020 SARS-CoV-2 Country deaths: a pandemic management based on cultural dimensions publication-title: Geojournal doi: 10.1007/s10708-020-10306-0 contributor: fullname: Ibanez – volume: 95 start-page: 521 year: 2014 ident: 10.1016/j.heliyon.2024.e25810_bib17 article-title: Understanding the meteorological drivers of U.s. Particulate matter concentrations in a changing climate publication-title: Bull. Am. Meteorol. Soc. doi: 10.1175/BAMS-D-12-00181.1 contributor: fullname: Dawson – volume: 10 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib126 article-title: COVID-19 case-fatality rate and demographic and socioeconomic influencers: worldwide spatial regression analysis based on country-level data publication-title: BMJ Open doi: 10.1136/bmjopen-2020-043560 contributor: fullname: Cao – year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib30 contributor: fullname: Keshavarzi – volume: 193 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib74 article-title: COVID-19 and climatic factors: a global analysis publication-title: Environ. Res. doi: 10.1016/j.envres.2020.110355 contributor: fullname: Islam – volume: 11 start-page: 959 year: 2017 ident: 10.1016/j.heliyon.2024.e25810_bib15 article-title: bibliometrix: an R-tool for comprehensive science mapping analysis publication-title: Journal of Informetrics doi: 10.1016/j.joi.2017.08.007 contributor: fullname: Aria – volume: 18 start-page: 1824 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib119 article-title: Geographical pattern of COVID-19-related outcomes over the pandemic period in France: a nationwide socio-environmental study publication-title: IJERPH doi: 10.3390/ijerph18041824 contributor: fullname: Deguen – volume: 2 start-page: 383 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib117 article-title: Air pollution and the novel covid-19 disease: a putative disease risk factor, SN Compr publication-title: Clin. Med. contributor: fullname: Martelletti – volume: 68 start-page: 125 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib54 article-title: The geography of COVID-19 in Sweden, Ann publication-title: Reg. Sci. doi: 10.1007/s00168-021-01071-0 contributor: fullname: Florida – volume: 4 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib100 article-title: A warm summer is unlikely to stop transmission of COVID‐19 naturally publication-title: GeoHealth doi: 10.1029/2020GH000292 contributor: fullname: Su – volume: 729 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib99 article-title: Temperature significantly changes COVID-19 transmission in (sub)tropical cities of Brazil publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.138862 contributor: fullname: Prata – year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib50 contributor: fullname: Boterman – volume: 188 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib31 article-title: Association of COVID-19 global distribution and environmental and demographic factors: an updated three-month study publication-title: Environ. Res. doi: 10.1016/j.envres.2020.109748 contributor: fullname: Sarmadi – volume: 193 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib95 article-title: Non-linear correlation between daily new cases of COVID-19 and meteorological factors in 127 countries publication-title: Environ. Res. doi: 10.1016/j.envres.2020.110521 contributor: fullname: Yuan – volume: 746 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib27 article-title: Impacts of geographic factors and population density on the COVID-19 spreading under the lockdown policies of China publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.141347 contributor: fullname: Sun – volume: 740 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib72 article-title: Association of COVID-19 pandemic with meteorological parameters over Singapore publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.140112 contributor: fullname: Pani – volume: 9 start-page: 1379 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib13 article-title: Applications of GIS and geospatial analyses in COVID-19 research: a systematic review publication-title: F1000Res doi: 10.12688/f1000research.27544.2 contributor: fullname: Ahasan – volume: 9 start-page: 1379 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib8 article-title: Applications of GIS and geospatial analyses in COVID-19 research: a systematic review publication-title: F1000Res doi: 10.12688/f1000research.27544.2 contributor: fullname: Ahasan – volume: 16 start-page: 314 year: 2017 ident: 10.1016/j.heliyon.2024.e25810_bib102 article-title: The role of UV radiation and vitamin D in the seasonality and outcomes of infectious disease publication-title: Photochem. Photobiol. Sci. doi: 10.1039/c6pp00355a contributor: fullname: Abhimanyu – volume: 188 start-page: 64 year: 2017 ident: 10.1016/j.heliyon.2024.e25810_bib19 article-title: Quantifying the relationship between extreme air pollution events and extreme weather events publication-title: Atmos. Res. doi: 10.1016/j.atmosres.2016.11.010 contributor: fullname: Zhang – volume: 18 start-page: 396 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib5 article-title: Weather variability and COVID-19 transmission: a review of recent research publication-title: IJERPH doi: 10.3390/ijerph18020396 contributor: fullname: McClymont – volume: 19 start-page: 106 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib80 article-title: Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: an ecological study publication-title: Environ. Health doi: 10.1186/s12940-020-00660-4 contributor: fullname: Cacho – volume: 44 start-page: 591 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib3 article-title: The effect of climate on the spread of the COVID-19 pandemic: a review of findings, and statistical and modelling techniques publication-title: Prog. Phys. Geogr. Earth Environ. doi: 10.1177/0309133320946302 contributor: fullname: Briz-Redón – volume: 17 start-page: 56 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib39 article-title: The socio-spatial determinants of COVID-19 diffusion: the impact of globalisation, settlement characteristics and population publication-title: Glob. Health doi: 10.1186/s12992-021-00707-2 contributor: fullname: Sigler – volume: 10 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib105 article-title: Evidence of protective role of Ultraviolet-B (UVB) radiation in reducing COVID-19 deaths publication-title: Sci. Rep. doi: 10.1038/s41598-020-74825-z contributor: fullname: Moozhipurath – volume: 191 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib113 article-title: The role of air pollution (PM and NO2) in COVID-19 spread and lethality: a systematic review publication-title: Environ. Res. doi: 10.1016/j.envres.2020.110129 contributor: fullname: Copat – volume: 13 start-page: 1 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib44 article-title: Covid-19 in Toronto: A spatial exploratory analysis publication-title: Sustainability doi: 10.3390/su13020498 contributor: fullname: Vaz – volume: 52 start-page: 189 year: 2008 ident: 10.1016/j.heliyon.2024.e25810_bib84 article-title: Meteorological conditions are associated with physical activities performed in open-air settings publication-title: Int. J. Biometeorol. doi: 10.1007/s00484-007-0110-y contributor: fullname: Suminski – volume: 10 start-page: 602 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib2 article-title: Geospatial analysis and mapping Strategies for fine-Grained and detailed COVID-19 data with GIS publication-title: ISPRS Int. J. Geo-Inf. doi: 10.3390/ijgi10090602 contributor: fullname: Carballada – volume: 117 start-page: 26151 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib96 article-title: Global COVID-19 pandemic demands joint interventions for the suppression of future waves publication-title: Proc. Natl. Acad. Sci. U.S.A. doi: 10.1073/pnas.2012002117 contributor: fullname: Li – volume: 739 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib63 article-title: The effects of regional climatic condition on the spread of COVID-19 at global scale publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.140101 contributor: fullname: Iqbal – year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib136 article-title: Economic globalization and the COVID-19 pandemic: global spread and inequalities publication-title: Geojournal doi: 10.1007/s10708-022-10607-6 contributor: fullname: Jeanne – volume: 11 start-page: 7890 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib121 article-title: Geographically varying relationships of COVID-19 mortality with different factors in India publication-title: Sci. Rep. doi: 10.1038/s41598-021-86987-5 contributor: fullname: Middya – volume: 768 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib4 article-title: A review of the impact of weather and climate variables to COVID-19: in the absence of public health measures high temperatures cannot probably mitigate outbreaks publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.144578 contributor: fullname: Paraskevis – volume: 826 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib6 article-title: The impact of geo-environmental factors on global COVID-19 transmission: a review of evidence and methodology publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2022.154182 contributor: fullname: Wang – volume: 724 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib65 article-title: Effects of temperature variation and humidity on the death of COVID-19 in Wuhan, China publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.138226 contributor: fullname: Ma – volume: 61 start-page: 728 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib97 article-title: Institutions and the uneven geography of the first wave of the COVID-19 pandemic publication-title: J. Reg. Sci. doi: 10.1111/jors.12541 contributor: fullname: Rodríguez-Pose – volume: 49 start-page: 88 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib131 article-title: Geography of COVID-19 in Denmark publication-title: Scand. J. Publ. Health doi: 10.1177/1403494820975607 contributor: fullname: Holmager – volume: 14 start-page: e1099 year: 2010 ident: 10.1016/j.heliyon.2024.e25810_bib101 article-title: The seasonality of pandemic and non-pandemic influenzas: the roles of solar radiation and vitamin D publication-title: Int. J. Infect. Dis. doi: 10.1016/j.ijid.2010.09.002 contributor: fullname: Juzeniene – volume: 10 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib139 article-title: The spatiotemporal estimation of the risk and the international transmission of COVID-19: a global perspective publication-title: Sci. Rep. doi: 10.1038/s41598-020-77242-4 contributor: fullname: Lin – volume: 228 year: 2023 ident: 10.1016/j.heliyon.2024.e25810_bib148 article-title: The influence of meteorological factors on COVID-19 spread in Italy during the first and second wave publication-title: Environ. Res. doi: 10.1016/j.envres.2023.115796 contributor: fullname: Balboni – volume: 729 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib94 article-title: Association between climate variables and global transmission oF SARS-CoV-2 publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.138997 contributor: fullname: Sobral – volume: 3 start-page: 336 year: 2023 ident: 10.1016/j.heliyon.2024.e25810_bib20 article-title: Relationships between COVID-19 and disaster risk in Costa Rican municipalities publication-title: Natural Hazards Research doi: 10.1016/j.nhres.2023.02.002 contributor: fullname: Quesada-Román – volume: 17 start-page: 6955 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib43 article-title: Preliminary analysis of relationships between COVID19 and climate, morphology, and urbanization in the Lombardy region (northern Italy) publication-title: IJERPH doi: 10.3390/ijerph17196955 contributor: fullname: Fazzini – volume: 194 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib83 article-title: Mediation by human mobility of the association between temperature and COVID-19 transmission rate publication-title: Environ. Res. doi: 10.1016/j.envres.2020.110608 contributor: fullname: Shao – volume: 16 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib40 article-title: The synchronicity of COVID-19 disparities: statewide epidemiologic trends in SARS-CoV-2 morbidity, hospitalization, and mortality among racial minorities and in rural America publication-title: PLoS One doi: 10.1371/journal.pone.0255063 contributor: fullname: Dixon – volume: 202 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib109 article-title: COVID-19 in Asia: transmission factors, re-opening policies, and vaccination simulation publication-title: Environ. Res. doi: 10.1016/j.envres.2021.111657 contributor: fullname: Baniasad – start-page: 30 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib37 contributor: fullname: Amdaoud – volume: 185 start-page: 72 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib93 article-title: Can the summer temperatures reduce COVID-19 cases? publication-title: Publ. Health doi: 10.1016/j.puhe.2020.05.065 contributor: fullname: Mandal – volume: 6 start-page: 2645 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib26 article-title: Significance of geographical factors to the COVID-19 outbreak in India, Model publication-title: Earth Syst. Environ. doi: 10.1007/s40808-020-00838-2 contributor: fullname: Gupta – year: 2023 ident: 10.1016/j.heliyon.2024.e25810_bib151 contributor: fullname: World Health Organization – volume: 68 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib124 article-title: COVID-19 testing, case, and death rates and spatial socio-demographics in New York City: an ecological analysis as of June 2020 publication-title: Health Place doi: 10.1016/j.healthplace.2021.102539 contributor: fullname: Kim – volume: 11 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib58 article-title: A novel geo-hierarchical population mobility model for spatial spreading of resurgent epidemics publication-title: Sci. Rep. doi: 10.1038/s41598-021-93810-8 contributor: fullname: Topîrceanu – volume: 17 start-page: 3856 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib35 article-title: COVID-19 emergence and social and health determinants in Colorado: a rapid spatial analysis publication-title: IJERPH doi: 10.3390/ijerph17113856 contributor: fullname: Ramírez – volume: 20 start-page: 1856 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib70 article-title: An overview on the role of relative humidity in airborne transmission of SARS-CoV-2 in indoor environments publication-title: Aerosol Air Qual. Res. doi: 10.4209/aaqr.2020.06.0302 contributor: fullname: Ahlawat – volume: 5 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib81 article-title: Increasing temperature and relative humidity accelerates inactivation of SARS-CoV-2 on surfaces publication-title: mSphere doi: 10.1128/mSphere.00441-20 contributor: fullname: Biryukov – volume: 739 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib11 article-title: Spatial analysis and GIS in the study of COVID-19. A review publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.140033 contributor: fullname: Franch-Pardo – volume: 167 year: 2023 ident: 10.1016/j.heliyon.2024.e25810_bib134 article-title: A new method for spatio-temporal transmission prediction of COVID-19 publication-title: Chaos, Solit. Fractals doi: 10.1016/j.chaos.2022.112996 contributor: fullname: Wang – volume: 28 start-page: 32856 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib60 article-title: Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-021-12646-x contributor: fullname: Bilal – volume: 765 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib90 article-title: Evaluating the plausible application of advanced machine learnings in exploring determinant factors of present pandemic: a case for continent specific COVID-19 analysis publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.142723 contributor: fullname: Chakraborti – volume: 118 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib104 article-title: Global evidence for ultraviolet radiation decreasing COVID-19 growth rates publication-title: Proc. Natl. Acad. Sci. U.S.A. doi: 10.1073/pnas.2012370118 contributor: fullname: Carleton – volume: 62 start-page: 889 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib21 article-title: Where did it hit harder? Understanding the geography of excess mortality during the COVID-19 pandemic publication-title: J. Reg. Sci. doi: 10.1111/jors.12595 contributor: fullname: Díaz Ramírez – volume: 208 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib28 article-title: Impact analysis of environmental and social factors on early-stage COVID-19 transmission in China by machine learning publication-title: Environ. Res. doi: 10.1016/j.envres.2022.112761 contributor: fullname: Han – volume: 17 start-page: 7847 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib91 article-title: Global to USA county scale analysis of weather, urban density, mobility, homestay, and mask use on COVID-19 publication-title: IJERPH doi: 10.3390/ijerph17217847 contributor: fullname: Jamshidi – volume: 41 start-page: 216 year: 1976 ident: 10.1016/j.heliyon.2024.e25810_bib73 article-title: Effect of high temperature conditioning on subcellular distribution and levels of lysosomal enzymes publication-title: J. Food Sci. doi: 10.1111/j.1365-2621.1976.tb01143.x contributor: fullname: Moeller – volume: 16 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib52 article-title: Gravitational scaling analysis on spatial diffusion of COVID-19 in Hubei Province, China publication-title: PLoS One contributor: fullname: Chen – volume: 10 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib18 article-title: Disaster risk reduction and interdisciplinary education and training publication-title: Progress in Disaster Science doi: 10.1016/j.pdisas.2021.100165 contributor: fullname: Righi – volume: 17 start-page: 7730 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib61 article-title: Investigation of the importance of climatic factors in COVID-19 worldwide intensity publication-title: IJERPH doi: 10.3390/ijerph17217730 contributor: fullname: Tzampoglou – volume: 15 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib92 article-title: Multiple drivers of the COVID-19 spread: the roles of climate, international mobility, and region-specific conditions publication-title: PLoS One doi: 10.1371/journal.pone.0239385 contributor: fullname: Kubota – year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib7 – year: 2013 ident: 10.1016/j.heliyon.2024.e25810_bib16 contributor: fullname: Feng – volume: 25 start-page: 2191 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib10 article-title: A review of GIS methodologies to analyze the dynamics of COVID-19 in the second half of 2020 publication-title: Trans. GIS doi: 10.1111/tgis.12792 contributor: fullname: Franch-Pardo – volume: 182 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib76 article-title: Meteorological and human mobility data on predicting COVID-19 cases by a novel hybrid decomposition method with anomaly detection analysis: a case study in the capitals of Brazil publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2021.115190 contributor: fullname: da Silva – volume: 18 start-page: 9866 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib128 article-title: Influence of population density for COVID-19 spread in Malaysia: an ecological study publication-title: Int. J. Environ. Res. Publ. Health doi: 10.3390/ijerph18189866 contributor: fullname: Ganasegeran – volume: 190 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib86 article-title: Impact of climate and ambient air pollution on the epidemic growth during COVID-19 outbreak in Japan publication-title: Environ. Res. doi: 10.1016/j.envres.2020.110042 contributor: fullname: Azuma – volume: 735 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib77 article-title: The temperature and regional climate effects on communitarian COVID-19 contagion in Mexico throughout phase 1 publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.139560 contributor: fullname: Méndez-Arriaga – volume: 18 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib46 article-title: Relationship between built environment and covid-19 dispersal based on age stratification: a case study of Wuhan publication-title: Int. J. Environ. Res. Publ. Health doi: 10.3390/ijerph18147563 contributor: fullname: Niu – volume: 185 start-page: 364 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib144 article-title: Human mobility and coronavirus disease 2019 (COVID-19): a negative binomial regression analysis publication-title: Publ. Health doi: 10.1016/j.puhe.2020.07.002 contributor: fullname: Oztig – volume: 9 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib57 article-title: Risk assessment and prediction of COVID-19 based on epidemiological data from spatiotemporal geography publication-title: Front. Environ. Sci. doi: 10.3389/fenvs.2021.634156 contributor: fullname: He – volume: 21 start-page: 2079 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib23 article-title: Effect of altitude on COVID-19 mortality in Ecuador: an ecological study publication-title: BMC Publ. Health doi: 10.1186/s12889-021-12162-0 contributor: fullname: Campos – volume: 6 start-page: 29 year: 2001 ident: 10.1016/j.heliyon.2024.e25810_bib125 article-title: Effects of population density on the spread of disease publication-title: Complexity doi: 10.1002/cplx.10003 contributor: fullname: Tarwater – volume: 27 start-page: 93 year: 1995 ident: 10.1016/j.heliyon.2024.e25810_bib149 article-title: Local indicators of spatial association—LISA publication-title: Geogr. Anal. doi: 10.1111/j.1538-4632.1995.tb00338.x contributor: fullname: Anselin – volume: 764 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib29 article-title: Identifying novel factors associated with COVID-19 transmission and fatality using the machine learning approach publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.142810 contributor: fullname: Li – volume: 8 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib22 article-title: Altitude and COVID‐19: friend or foe? A narrative review publication-title: Phys. Rep. contributor: fullname: Millet – volume: 131 year: 2023 ident: 10.1016/j.heliyon.2024.e25810_bib118 article-title: The EpiCovAir study group, long-term exposure to ambient air pollution and mortality among four million COVID-19 cases in Italy: the EpiCovAir study publication-title: Environ. Health Perspect. doi: 10.1289/EHP11882 contributor: fullname: Stafoggia – volume: 111 start-page: 513 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib147 article-title: Urban-rural polarisation in times of the Corona outbreak? The early demographic and geographic patterns of the SARS-CoV-2 epidemic in The Netherlands publication-title: Tijdschr. Econ. Soc. Geogr. doi: 10.1111/tesg.12437 contributor: fullname: Boterman – volume: 23 start-page: 146 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib24 article-title: Living at high altitude and COVID-19 mortality in Peru publication-title: High Alt. Med. Biol. doi: 10.1089/ham.2021.0149 contributor: fullname: Nicolaou – volume: 195 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib64 article-title: The role of seasonality in the spread of COVID-19 pandemic publication-title: Environ. Res. doi: 10.1016/j.envres.2021.110874 contributor: fullname: Liu – volume: 42 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib48 article-title: Did Covid-19 hit harder in peripheral areas? The case of Italian municipalities publication-title: Econ. Hum. Biol. doi: 10.1016/j.ehb.2021.101018 contributor: fullname: Armillei – volume: 126 start-page: 871 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib14 article-title: Google scholar, microsoft academic, Scopus, dimensions, Web of science, and OpenCitations' COCI: a multidisciplinary comparison of coverage via citations publication-title: Scientometrics doi: 10.1007/s11192-020-03690-4 contributor: fullname: Martín-Martín – volume: 29 start-page: 479 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib130 article-title: Spatial prediction and mapping of the COVID-19 hotspot in India using geostatistical technique publication-title: Spat. Inf. Res. doi: 10.1007/s41324-020-00375-1 contributor: fullname: Parvin – volume: 12 start-page: 5064 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib42 article-title: Why Italy first? Health, geographical and planning aspects of the COVID-19 outbreak publication-title: Sustainability doi: 10.3390/su12125064 contributor: fullname: Murgante – volume: 739 year: 2020 ident: 10.1016/j.heliyon.2024.e25810_bib115 article-title: Satellite-detected tropospheric nitrogen dioxide and spread of SARS-CoV-2 infection in Northern Italy publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.140278 contributor: fullname: Filippini – volume: 32 start-page: 723 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib78 article-title: Climatic factors influence the spread of COVID-19 in Russia publication-title: Int. J. Environ. Health Res. doi: 10.1080/09603123.2020.1793921 contributor: fullname: Pramanik – volume: 17 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib140 article-title: On mobility trends analysis of COVID–19 dissemination in Mexico City publication-title: PLoS One doi: 10.1371/journal.pone.0263367 contributor: fullname: Prieto – volume: 87 start-page: 733 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib129 article-title: Early geography of the coronavirus disease outbreak in Nigeria publication-title: Geojournal doi: 10.1007/s10708-020-10278-1 contributor: fullname: Olusola – volume: 18 start-page: 2803 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib56 article-title: The geography of the covid-19 pandemic: a data-driven approach to exploring geographical driving forces publication-title: Int. J. Environ. Res. Publ. Health doi: 10.3390/ijerph18062803 contributor: fullname: Hass – volume: 757 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib62 article-title: Meteorological factors and COVID-19 incidence in 190 countries: an observational study publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.143783 contributor: fullname: Guo – volume: 760 year: 2021 ident: 10.1016/j.heliyon.2024.e25810_bib114 article-title: Associations between mortality from COVID-19 in two Italian regions and outdoor air pollution as assessed through tropospheric nitrogen dioxide publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2020.143355 contributor: fullname: Filippini – volume: 41 year: 2022 ident: 10.1016/j.heliyon.2024.e25810_bib137 article-title: Spatiotemporal clustering patterns and sociodemographic determinants of COVID-19 (SARS-CoV-2) infections in Helsinki, Finland publication-title: Spatial and Spatio-Temporal Epidemiology doi: 10.1016/j.sste.2022.100493 contributor: fullname: Siljander |
SSID | ssj0001586973 |
Score | 2.3199208 |
SecondaryResourceType | review_article |
Snippet | There is evidence in literature that the spread of COVID-19 can be influenced by various geographic factors, including territorial features, climate,... |
SourceID | doaj pubmedcentral proquest crossref pubmed elsevier |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Publisher |
StartPage | e25810 |
SubjectTerms | COVID-19 Environmental factors Geographic factors Review Transdisciplinarity |
SummonAdditionalLinks | – databaseName: Directory of Open Access Journals dbid: DOA link: http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELaAAbEg3pSXjMSakthJ7EwISlEHYAEkNsuOHSiCBFE6sPEf-If8Eu7itLQwsDBFSvy8i-073913hBykGpaZFlnAbQoKSmHzQDJtA8F1wWEzDEWOd7q9K3F5K0-7CJMzTvWFPmEeHtgT7pBlBlQMK3QoitgVheaxdiDUhMZEFhqqd99QTihTPj5Yppng3yE7hw_te_fYf6sQ85TFbccSiVGzE4dRjdk_dSb9ljl_uk5OnEVnS2SxESLpsR_8Mplx5QqZv2jM5KvkvFOhJdpftdImpQ7tlxSkPTp4fvGO87QqaAfj8IIoo5_vH_S0cgN65xoQa_pUQ28erZGbs-51pxc0aROCPJbsNYiBwMyGIOiZhNkidVmUp4aZkNsszqGMBjUkTzOmI5eEFi25IinSOHJWuFwavk7myqp0m4Q6G-o8gSoYRmKsNiDPCRtbm2RMJpK3SHtEP_Xs0THUyG3sQTUEV0hw5QneIidI5XFhBLeuXwDLVcNy9RfLW0SOeKQaOcGf_9BU_6_-90c8VbCO0DiiS1cNB9ApA2WYw6NFNjyPx6MELR6kXqwtp7g_NY3pL2X_vsbqxkRWsM2lW_8x8W2ygHNBp_Eo2SFzry9Dt0tmB3a4V__-Xxv_C_Y priority: 102 providerName: Directory of Open Access Journals |
Title | Conditioning factors in the spreading of Covid-19 – Does geography matter? |
URI | https://dx.doi.org/10.1016/j.heliyon.2024.e25810 https://www.ncbi.nlm.nih.gov/pubmed/38356610 https://search.proquest.com/docview/2927213292 https://pubmed.ncbi.nlm.nih.gov/PMC10865316 https://doaj.org/article/29b156d7a07f4effa34ae9910bb1d7c9 |
Volume | 10 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB51e0BcEG-WlpWRuCab2IntnFDZtiqiRUgtEjfLr7Spuslqt3vojf_AP-SXMM6j7MIBiVOkxE7smXHmG8_DAO-4xmWmRRExx9FAKZ2NJNUuEkyXDH-GibBhT_fkXHz-Jg-PQpkcPuTCtEH71lRxfTOP6-qqja1czO10iBObfjmbhdOBUHb4dAQjBIcbNnqXGyx5IdjvdJ3pdXzlb6q7JtQ7pVnsaS5DxuyGImrr9W_po7_x5p9hkxt66PgxPOoBJDnoBvoEdnz9FB6c9S7yZ3A6a4IXuttmJf1xOqSqCSI9slosu6B50pRkFnLworQgP7__IIeNX5FL3xewJvO27Ob75_D1-OhidhL1RyZENpP0NsqQuNQlCPJMTl3JfZFabqhJmCsyi200miCWF1SnPk9c8OKKvORZ6p3wVhr2AnbrpvavgHiXaJtjl5BCYpw2iOWEy5zLCypzycYQD_RTi64yhhpCxq5VT3AVCK46go_hQ6DyfeNQ2Lq90SwvVc9eRQuDFqUTOhFl5stSs0x7xLCJMalDuRmDHHikeozQ6X58VfWv778deKpwDQXHiK59s17hRykawgwvY3jZ8fh-lGjBI-INveUW97emsf0Exbat0z2I6ev_77oHD8MMQph4mu_D7u1y7d_AaOXWE8T_Hz9N2j2ESbsAfgF1qgwu |
link.rule.ids | 230,315,729,782,786,866,887,2108,27935,27936,53803,53805 |
linkProvider | National Library of Medicine |
linkToHtml | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB7RIgEXyquwLQ8jcU02sZPYOSHYtlrEboVEkbhZfqVN1U1Wu91Db_0P_EN-Scd5lF04IPUUKbHj2DOOv_HMfAb4kCmcZornAbMZGiiFNYGgygacqYLhzzDixu_pjr_z45_i4NDT5GR9LkwTtG90GVYXs7Aqz5rYyvnMDPs4seG36cifDoS6kw234D5O2IitWeltdrDIcs7-JOwMz8Mzd1Fe1Z7xlCaho6nwObNrS1HD2L-xIv2LOP8OnFxbiY527tqHJ_C4w57kU_v8Kdxz1TN4MO28689hMqq9A7vdoSXdSTykrAiCRLKcL9p4e1IXZOTT94I4J7-vf5GD2i3Jqeu4r8msYez8-AJ-HB2ejMZBd9pCYBJBL4ME5UJthPhQp9QWmctjk2mqI2bzxGAZhdaLyXKqYpdG1juAeVpkSewsd0ZotgvbVV25V0CcjZRJsYrPPtFWaYSB3CbWpjkVqWADCPuBl_OWVEP20WbnspOU9JKSraQG8NmL57aw58RubtSLU9mNqqS5RmPUchXxInFFoViiHMLfSOvYosoNQPTClR28aGEDvqr8X_vve2WQOP28T0VVrl4tsVGKNjTDywBetspx-5Vo_CNY9rXFhtpsdGPzCWpLQ_Hda8fe3au-g4fjk-lETr4cf92HR743Pto8Tl_D9uVi5d7A1tKu3jYz5wbm-R_6 |
linkToPdf | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9QwELZokSou5Q3b8jAS17zsOHa4INjtqoi2qgRI3Cw_21TdZLXbPXDjP_AP-SUd51F24YAEp0iJHceecfyNZ-YzQq8LBdNM8TKitgADxVsTCaJsxKnyFH6GKTdhT_fwEz_5KiYHgSbnzZAL0wbtG13F9eUsrqvzNrZyPjPJECeWnB6Pw-lAoDtFMrc-2UK3YdKmbM1S7zKERVFy-itpJ7mIz91l9a0JrKckjx1hIuTNri1HLWv_xqr0J-r8PXhybTWa3v2fftxDuz0Gxe-6MvfRLVc_QDvHvZf9IToaN8GR3e3U4v5EHlzVGMAiXs4XXdw9bjwehzS-KCvxz-8_8KRxS3zmeg5sPGuZO98-Ql-mB5_Hh1F_6kJkckGuohzkQ2wKOFEzYn3hyswUmuiU2jI3UEaBFWOKkqjMsdQGRzBnvsgzZ7kzQtPHaLtuavcUYWdTZRhUCVko2ioNcJDb3FpWEsEEHaF4GHw578g15BB1diF7ackgLdlJa4TeBxHdFA7c2O2NZnEm-5GVpNRglFquUu5z572iuXIAg1OtMwuqN0JiELDsYUYHH-BV1d_afzUohIRpGHwrqnbNagmNErClKVxG6EmnIDdfSQHlAgyC2mJDdTa6sfkENKal-h40ZO_fq75EO6eTqTz6cPJxH90JnQlB5xl7hravFiv3HG0t7epFO3muAd-2Ino |
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=Conditioning+factors+in+the+spreading+of+Covid-19+%E2%80%93+Does+geography+matter%3F&rft.jtitle=Heliyon&rft.au=Vandelli%2C+Vittoria&rft.au=Palandri%2C+Lucia&rft.au=Coratza%2C+Paola&rft.au=Rizzi%2C+Cristiana&rft.date=2024-02-15&rft.pub=Elsevier+Ltd&rft.issn=2405-8440&rft.eissn=2405-8440&rft.volume=10&rft.issue=3&rft_id=info:doi/10.1016%2Fj.heliyon.2024.e25810&rft.externalDocID=S2405844024018413 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2405-8440&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2405-8440&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2405-8440&client=summon |