Influence of environmental, geographic, socio-demographic, and epidemiological factors on presence of malaria at the community level in two continents

The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-se...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 14; no. 1; pp. 16734 - 18
Main Authors Villena, Oswaldo C., Arab, Ali, Lippi, Catherine A., Ryan, Sadie J., Johnson, Leah R.
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 20.07.2024
Nature Publishing Group
Nature Portfolio
Subjects
631/114
631/158
692/699
704/106
704/158
704/172
Africa - epidemiology
Animals
Aquatic insects
Asia - epidemiology
Bioclimatic variables
Cross-Sectional Studies
Demography
Disease transmission
Environment
Epidemiology
Generalized linear models
Geography
Humanities and Social Sciences
Humans
Malaria
Malaria - epidemiology
Malaria - transmission
Malaria survey data
Malaria, Falciparum - epidemiology
Malaria, Falciparum - parasitology
Malaria, Falciparum - transmission
Malaria, Vivax - epidemiology
Malaria, Vivax - parasitology
Malaria, Vivax - transmission
Mosquito Vectors - parasitology
multidisciplinary
Plasmodium falciparum
Plasmodium vivax
Precipitation
Regression analysis
Science
Science (multidisciplinary)
Sociodemographics
Socioeconomic Factors
Temperature
Vector-borne diseases
Vectors
Asia
Africa
Vector-borne diseases
Temperature
Malaria
Asia
Bioclimatic variables
Africa
Malaria survey data
Plasmodium falciparum
Plasmodium vivax
Online AccessGet full text

Cover

Abstract The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990–2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.
AbstractList Abstract The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990–2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.
The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990–2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.
The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990–2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.
The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990–2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.
The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990-2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are complex and changeable, influencing the abundance and distribution of vectors and the pathogens they transmit. In this study, 27 years of cross-sectional malaria survey data (1990-2017) were used to examine the effects of these factors on Plasmodium falciparum and Plasmodium vivax malaria presence at the community level in Africa and Asia. Monthly long-term, open-source data for each factor were compiled and analyzed using generalized linear models and classification and regression trees. Both temperature and precipitation exhibited unimodal relationships with malaria, with a positive effect up to a point after which a negative effect was observed as temperature and precipitation increased. Overall decline in malaria from 2000 to 2012 was well captured by the models, as was the resurgence after that. The models also indicated higher malaria in regions with lower economic and development indicators. Malaria is driven by a combination of environmental, geographic, socioeconomic, and epidemiological factors, and in this study, we demonstrated two approaches to capturing this complexity of drivers within models. Identifying these key drivers, and describing their associations with malaria, provides key information to inform planning and prevention strategies and interventions to reduce malaria burden.
ArticleNumber 16734
Author Arab, Ali
Ryan, Sadie J.
Johnson, Leah R.
Villena, Oswaldo C.
Lippi, Catherine A.
Author_xml – sequence: 1
  givenname: Oswaldo C.
  surname: Villena
  fullname: Villena, Oswaldo C.
  email: oswaldo.villena@georgetown.edu
  organization: The Earth Commons Institute, Georgetown University
– sequence: 2
  givenname: Ali
  surname: Arab
  fullname: Arab, Ali
  organization: Department of Mathematics and Statistics, Georgetown University
– sequence: 3
  givenname: Catherine A.
  surname: Lippi
  fullname: Lippi, Catherine A.
  organization: Department of Geography, University of Florida, Emerging Pathogens Institute, University of Florida
– sequence: 4
  givenname: Sadie J.
  surname: Ryan
  fullname: Ryan, Sadie J.
  organization: Department of Geography, University of Florida, Emerging Pathogens Institute, University of Florida, School of Life Sciences, University of KwaZulu-Natal
– sequence: 5
  givenname: Leah R.
  surname: Johnson
  fullname: Johnson, Leah R.
  organization: Department of Statistics, Virginia Tech, Computational Modeling and Data Analytics, Virginia Tech, Department of Biology, Virginia Tech
BackLink https://www.ncbi.nlm.nih.gov/pubmed/39030306$$D View this record in MEDLINE/PubMed
BookMark eNp9kstu1DAUhiNUREvpC7BAltiwaCC-5bJCqIJ2pEpsYG0dOycZjxx7sJNBfRGeF3emVxbYC1vHv79zjv2_Lo588FgUb2n1kVa8_ZQElV1bVkyUdSMkK-WL4oRVQpaMM3b0ZH9cnKW0qfKQrBO0e1Uc867iedYnxZ-VH9yC3iAJA0G_szH4Cf0M7pyMGMYI27U15yQFY0PZ4_QYAt8T3Nocs8GF0RpwZAAzh5hI8GQbMd2DJ3AQLRCYybxGYsI0Ld7ON8ThDh2xnsy_Qw772fqcPL0pXg7gEp7drafFz29ff1xcldffL1cXX65LIxibS1HVkuqeoxR1o6HTHbBaN6LvQfOhGwxljWa61gOrZKexbylAA60YsJes4fy0WB24fYCN2kY7QbxRAazaB0IcFcTZGoeKDYM0FAX0WgsuRSs6XUvo8z_othYysz4fWNtFT9ib3EcE9wz6_MTbtRrDTtFcJZWyyYQPd4QYfi2YZjXZZNA58BiWpHjVspZLWossff-PdBOW6PNb7VUNp21dZRU7qEwMKUUcHqqhlbq1kTrYSGUbqb2N1G0f75728XDl3jRZwA-ClI_8iPEx93-wfwF-mNgh
Cites_doi 10.4081/gh.2010.199
10.1186/1755-7682-5-12
10.1016/j.gloenvcha.2015.02.005
10.2174/1874944502013010119
10.1177/096228029300200103
10.1371/journal.pone.0014341
10.1371/journal.pone.0154204
10.21437/Interspeech.2006-595
10.1186/1475-2875-13-14
10.1016/S0140-6736(16)00230-0
10.1098/rstb.2013.0552
10.1590/0001-3765201620150103
10.1186/s12936-023-04696-y
10.1017/S0376892997000088
10.1186/s12936-018-2500-5
10.1016/j.gloplacha.2017.12.014
10.1038/srep27771
10.3390/f10070561
10.1186/1756-3305-3-5
10.1155/2016/7104291
10.1136/bmjopen-2021-053922
10.1007/978-1-4419-0118-7
10.1016/j.actatropica.2014.06.016
10.1186/1475-2875-11-86
10.4269/ajtmh.14-0834
10.1007/978-3-540-31865-1_25
10.1186/1475-2875-12-65
10.1146/annurev-ento-010814-021017
10.1111/jvec.12130
10.1016/j.physa.2020.125690
10.1186/s40249-016-0164-3
10.1098/rsbl.2019.0713
10.1038/sdata.2018.4
10.1186/1475-2875-12-416
10.1371/journal.pgph.0000676
10.1111/ele.12015
10.1038/nature24059
10.1038/s41598-023-49793-9
10.1038/nature24995
10.1186/1475-2875-13-192
10.1111/2041-210X.13140
10.1098/rstb.2013.0551
10.1175/JCLI-D-11-00157.1
10.1038/s41598-017-02680-6
10.1111/nyas.13950
10.32614/RJ-2016-024
10.1002/joc.5086
10.2991/j.jegh.2018.09.001
10.4269/ajtmh.19-0386
10.1007/978-3-642-03647-7_2
10.1073/pnas.1302089111
10.1186/s12936-016-1437-9
10.1111/j.1365-2915.2009.00839.x
10.1186/s12936-023-04531-4
10.3201/eid2507.190301
10.1038/nmeth.4370
10.1080/10618600.1996.10474708
10.1186/s12936-022-04303-6
10.1016/j.mbs.2016.03.013
10.1111/ele.13335
10.1007/s11250-022-03405-2
10.1201/9781315139470
10.1186/1475-2875-9-252
10.1186/s12889-021-11949-5
10.1073/pnas.2003976117
10.1016/S0140-6736(18)32279-7
10.1186/s12936-017-1694-2
10.1002/2015GL065765
10.1016/j.earscirev.2012.11.004
10.1186/1756-3305-4-1
10.1080/15230406.2021.1892531
10.1007/s00038-011-0315-z
10.2991/iccsee.2013.391
10.1093/jmedent/29.3.512
10.1186/s12936-019-2866-z
10.1038/srep29002
10.1890/13-1964.1
10.1002/ecy.3685
10.1371/journal.pone.0001146
10.1186/1475-2875-11-122
10.1073/pnas.1006422107
10.1186/s12936-022-04098-6
10.1016/j.actatropica.2003.11.007
10.1371/journal.pntd.0005568
10.1186/1475-2875-6-126
10.5121/ijdkp.2015.5201(2015)
10.1186/1756-3305-5-69
10.1186/1756-3305-7-1
10.1098/rsos.160969
10.1186/1475-2875-12-133
10.1016/j.ejmech.2019.05.043
10.1371/journal.pbio.0050042
10.1016/S0065-308X(05)62004-0
10.15406/bbij.2017.05.00149
ContentType Journal Article
Copyright The Author(s) 2024
2024. The Author(s).
The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
The Author(s) 2024 2024
Copyright_xml – notice: The Author(s) 2024
– notice: 2024. The Author(s).
– notice: The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: The Author(s) 2024 2024
DBID C6C
CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
3V.
7X7
7XB
88A
88E
88I
8FE
8FH
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M2P
M7P
PIMPY
PQEST
PQQKQ
PQUKI
PRINS
Q9U
7X8
5PM
DOA
DOI 10.1038/s41598-024-67452-5
DatabaseName SpringerOpen
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Biology Database (Alumni Edition)
Medical Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central Korea
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
Health & Medical Collection (Alumni Edition)
Medical Database
Science Database (ProQuest)
Biological Science Database
Publicly Available Content Database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
Publicly Available Content Database
ProQuest Central Student
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Biology Journals (Alumni Edition)
ProQuest Central
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Biological Science Collection
ProQuest Medical Library (Alumni)
ProQuest Science Journals (Alumni Edition)
ProQuest Biological Science Collection
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList

CrossRef
Publicly Available Content Database
MEDLINE - Academic
MEDLINE
Database_xml – sequence: 1
  dbid: C6C
  name: SpringerOpen
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 4
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 5
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
Geography
EISSN 2045-2322
EndPage 18
ExternalDocumentID oai_doaj_org_article_2ff5c1e4adbb4354849b65ad415b8645
10_1038_s41598_024_67452_5
39030306
Genre Journal Article
GeographicLocations Asia
Africa
GeographicLocations_xml – name: Africa
– name: Asia
GrantInformation_xml – fundername: The Earth Commons Institute
– fundername: NSF
  grantid: 2016265
– fundername: NSF DMS/DEB
  grantid: 1750113
GroupedDBID 0R~
3V.
4.4
53G
5VS
7X7
88A
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
ABDBF
ABUWG
ACGFS
ACSMW
ADBBV
ADRAZ
AENEX
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
KQ8
LK8
M0L
M1P
M2P
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
PSQYO
RIG
RNT
RNTTT
RPM
SNYQT
UKHRP
CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7XB
8FK
K9.
M48
PQEST
PQUKI
PRINS
Q9U
7X8
5PM
AFPKN
ID FETCH-LOGICAL-c422t-40651bd3e5467ba9b9a26b74ddab3f9fc127b2b6bf2059bed81aa7a84fed52733
IEDL.DBID RPM
ISSN 2045-2322
IngestDate Tue Oct 22 15:02:31 EDT 2024
Tue Sep 17 21:27:51 EDT 2024
Thu Dec 05 22:49:49 EST 2024
Thu Oct 10 22:19:20 EDT 2024
Fri Dec 06 08:44:22 EST 2024
Sat Nov 02 12:32:17 EDT 2024
Fri Oct 11 20:56:28 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Vector-borne diseases
Temperature
Malaria
Asia
Bioclimatic variables
Africa
Malaria survey data
Plasmodium falciparum
Plasmodium vivax
Language English
License 2024. The Author(s).
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c422t-40651bd3e5467ba9b9a26b74ddab3f9fc127b2b6bf2059bed81aa7a84fed52733
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11271557/
PMID 39030306
PQID 3082731860
PQPubID 2041939
PageCount 18
ParticipantIDs doaj_primary_oai_doaj_org_article_2ff5c1e4adbb4354849b65ad415b8645
pubmedcentral_primary_oai_pubmedcentral_nih_gov_11271557
proquest_miscellaneous_3082835164
proquest_journals_3082731860
crossref_primary_10_1038_s41598_024_67452_5
pubmed_primary_39030306
springer_journals_10_1038_s41598_024_67452_5
PublicationCentury 2000
PublicationDate 2024-07-20
PublicationDateYYYYMMDD 2024-07-20
PublicationDate_xml – month: 07
  year: 2024
  text: 2024-07-20
  day: 20
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2024
Publisher Nature Publishing Group UK
Nature Publishing Group
Nature Portfolio
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
– name: Nature Portfolio
References KabariaCWGilbertMNoorAMSnowRWLinardCThe impact of urbanization and population density on childhood Plasmodium falciparum parasite prevalence rates in AfricaMalaria J.20171611010.1186/s12936-017-1694-2
Ngarakana-GwasiraETBhunuCPMasochaMMashonjowaEAssessing the role of climate change in malaria transmission in AfricaMalaria Res. Treat.201610.1155/2016/7104291
KrzywinskiMAltmanNClassification and regression treesNat. Methods2017147577581:CAS:528:DC%2BC2sXht1eqtbjN10.1038/nmeth.4370
KoenraadtCGithekoATakkenWThe effects of rainfall and evapotranspiration on the temporal dynamics of Anopheles gambiae ss and Anopheles arabiensis in a Kenyan villageActa Trop.2004901411531:STN:280:DC%2BD2c3nslertQ%3D%3D1517714010.1016/j.actatropica.2003.11.007
CookJSero-epidemiological evaluation of changes in Plasmodium falciparum and Plasmodium vivax transmission patterns over the rainy season in CambodiaMalaria J.20121111210.1186/1475-2875-11-86
Dobson, A. J. & Barnett, A. G. An introduction to generalized linear models (Chapman and Hall/CRC, 2018).
SahinÖEvaluation of some factors on birth and weaning weights in Awassi sheep by using glm and cart analysisTrop. Animal Health Product.20225440010.1007/s11250-022-03405-2
MurdockCCSternbergEDThomasMBMalaria transmission potential could be reduced with current and future climate changeSci. Rep.20166277712016NatSR...627771M1:CAS:528:DC%2BC28XhtVKit7nK10.1038/srep27771273241464914975
OkiringJAssociations between environmental covariates and temporal changes in malaria incidence in high transmission settings of Uganda: a distributed lag nonlinear analysisBMC Public Health20212111110.1186/s12889-021-11949-5
GallupJLSachsJDThe economic burden of malariaAm. Soc. Trop. Med. Hygiene200064114
ZhaoXChenFFengZLiXZhouX-HCharacterizing the effect of temperature fluctuation on the incidence of malaria: an epidemiological study in south-west China using the varying coefficient distributed lag non-linear modelMalaria J.2014131102014AJ....148....1Z10.1186/1475-2875-13-192
Dantur JuriMJEstalloEAlmirónWSantanaMSartorPLamfriMZaidenbergMSatellite-derived NDVI, LST, and climatic factors driving the distribution and abundance of Anopheles mosquitoes in a former malarious area in northwest ArgentinaJ. Vector Ecol.201540136452604718210.1111/jvec.12130
World Health Organization. World malaria report 2010. Technical report, WHO Geneva (2010).
Scott, L. M. & Janikas, M. V. Spatial statistics in ArcGIS (ed. Fischer, M. & Getis, A.) 27–41. https://doi.org/10.1007/978-3-642-03647-7_2 (Springer, 2010).
ParhamPEClimate, environmental and socio-economic change: weighing up the balance in vector-borne disease transmissionPhilosoph. Transact. Royal Soc. B20153702013055110.1098/rstb.2013.0551
MabasoMLZamaTPMlangeniLMbizaSMkhize-KwitshanaZLAssociation between the human development index and millennium development goals 6 indicators in sub-Saharan Africa from 2000 to 2014: Implications for the new sustainable development goalsJ. Epidemiol. Global Health20188177811:STN:280:DC%2BB3cbivFyltQ%3D%3D10.2991/j.jegh.2018.09.001
OremJNKirigiaJMAzairweRKasiryeIWalkerOImpact of malaria morbidity on gross domestic product in UgandaInt. Arch. Med.201251810.1186/1755-7682-5-12
ColinetHSinclairBJVernonPRenaultDInsects in fluctuating thermal environmentsAnn. Rev. Entomol.2015601231401:CAS:528:DC%2BC2MXjsVCrtbY%3D10.1146/annurev-ento-010814-021017
Campbell-LendrumDMangaLBagayokoMSommerfeldJClimate change and vector-borne diseases: what are the implications for public health research and policy?Philosoph. Transact. Royal Soc. B20153702013055210.1098/rstb.2013.0552
CaminadeCMcIntyreKMJonesAEImpact of recent and future climate change on vector-borne diseasesAnn. New York Acad. Sci.201914361572019NYASA1436..157C10.1111/nyas.13950
NicholsonSEFunkCFinkAHRainfall over the African continent from the 19th through the 21st centuryGlobal Planet. Change20181651141272018GPC...165..114N10.1016/j.gloplacha.2017.12.014
JamesSLGlobal, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017The Lancet20183921789185810.1016/S0140-6736(18)32279-7
CoxFEHistory of the discovery of the malaria parasites and their vectorsParasit. Vectors201031910.1186/1756-3305-3-5
Bruce-Chwatt, L. J. & De Zulueta, J. The rise and fall of malaria in Europe: a historico-epidemiological study (Oxford University Press, 1980).
KamanaEZhaoJBaiDPredicting the impact of climate change on the re- emergence of malaria cases in China using lstmseq2seq deep learning model: a modelling and prediction analysis studyBMJ Open.20221235361642897176710.1136/bmjopen-2021-053922
SeweMOAhlmCRocklovJRemotely sensed environmental conditions and malaria mortality in three malaria endemic regions in Western KenyaPloS ONE20161127115874484598910.1371/journal.pone.0154204
FieldingAHBellJFA review of methods for the assessment of prediction errors in conservation presence/absence modelsEnviron. Conserv.199724384910.1017/S0376892997000088
OzturkDKilicFGeostatistical approach for spatial interpolation of meteorological dataAnais da Acad. Brasileira de Ciencias2016882121213610.1590/0001-3765201620150103
AlemuAAbebeGTsegayeWGolassaLClimatic variables and malaria transmission dynamics in Jimma town Southwest EthiopiaParasites Vect.20114111
AndradeMVThe economic burden of malaria: a systematic reviewMalaria J.20222128310.1186/s12936-022-04303-6
Hernández-RamírezEdel Castillo-MussotMHernández-CasildoJWorld per capita gross domestic product measured nominally and across countries with purchasing power parity: stretched exponential or boltzmann–gibbs distribution?Phys. A: Stat. Mech. Appl.202156812569010.1016/j.physa.2020.125690
RyanSJMapping current and future thermal limits to suitability for malaria transmission by the invasive mosquito Anopheles stephensiMalaria J.20232210410.1186/s12936-023-04531-4
FouqueFReederJCImpact of past and on-going changes on climate and weather on vector-borne diseases transmission: a look at the evidenceInfect. Dis. Pov.2019819
Franco-HerreraDGonzález-OcampoDRestrepo-MontoyaVGómez-GuevaraJEAlvear-VillacorteNRodríguez-MoralesAJRelationship between malaria epidemiology and the human development index in Colombia and Latin AmericaInfez Med.201826325526230246769
TustingLSWhy is malaria associated with poverty? Findings from a cohort study in rural UgandaInfect. Dis. Poverty2016511110.1186/s40249-016-0164-3
SurendraHAnalysis of serological data to investigate heterogeneity of malaria transmission: a community-based cross-sectional study in an area conducting elimination in IndonesiaMalaria J.20191811210.1186/s12936-019-2866-z
FickSEHijmansRJWorldclim 2: new 1-km spatial resolution climate surfaces for global land areasInt. J. Climatol.2017374302431510.1002/joc.5086
GinerGSmythGKstatmod: probability calculations for the inverse Gaussian distributionR J.2016833935110.32614/RJ-2016-024
TakkenWLindsaySIncreased threat of urban malaria from anopheles stephensi mosquitoes, AfricaEmerg. Infect. Dis.201925143131063455659073910.3201/eid2507.190301
KumarDSAndimuthuRRajanRVenkatesanMSSpatial trend, environmental and socioeconomic factors associated with malaria prevalence in ChennaiMalaria J.2014131910.1186/1475-2875-13-14
TatemAJGethingPWSmithDLHaySIUrbanization and the global malaria recessionMalaria J.20131213310.1186/1475-2875-12-133
JohnsonLRUnderstanding uncertainty in temperature effects on vector-borne disease: a Bayesian approachEcology.2015962032132015Oecol.177..203J2623690510.1890/13-1964.1
MachaultVSpatial heterogeneity and temporal evolution of malaria transmission risk in Dakar, Senegal, according to remotely sensed environmental dataMalaria J.2010911410.1186/1475-2875-9-252
PaaijmansKPInfluence of climate on malaria transmission depends on daily temperature variationProc. Nat. Acad. Sci.201010715135151392010PNAS..10715135P1:CAS:528:DC%2BC3cXhtFSmt7nO20696913293054010.1073/pnas.1006422107
SarmaNPatouillardECibulskisREArcandJLThe economic burden of malaria: revisiting the evidenceAm. J. Tropical Med. Hygiene2019101140510.4269/ajtmh.19-0386
WilsonMLUrban malaria: understanding its epidemiology, ecology, and transmission across seven diverse ICEMR network sitesAm. J. Trop. Med. Hygiene20159311012310.4269/ajtmh.14-0834
SmithDLMcKenzieFESnowRWHaySIRevisiting the basic reproductive number for malaria and its implications for malaria controlPLoS Biol.20075Dae4210.1371/journal.pbio.0050042
SinkaMEA new malaria vector in Africa: predicting the expansion range of Anopheles stephensi and identifying the urban populations at riskProc. Natl. Acad. Sci.202011724900249082020PNAS..11724900S1:CAS:528:DC%2BB3cXitVSrtrvN32929020754715710.1073/pnas.2003976117
NiheiNHashidaYKobayashiMIshiiAAnalysis of malaria endemic areas on the Indochina Peninsula using remote sensingJapan. J. Infect. Dis.200255160166
SpeybroeckNClassification and regression treesInt. J. Public Health2012572432461:STN:280:DC%2BC383ksVynug%3D%3D2201565010.1007/s00038-011-0315-z
ReisenWMosquito and arbovirus ecology in southeastern California, 1986–1990J. Med. Entomol.1992295125241:STN:280:DyaK38zis1Wnsw%3D%3D135255710.1093/jmedent/29.3.512
NarulaAKAzadCSNainwalLMNew dimensions in the field of antimalarial research against malaria resurgenceEur. J. Med. Chem.20191811:CAS:528:DC%2BC1MXhvVSgsb3O3152570510.1016/j.ejmech.2019.05.043
VillenaOCRyanSJMurdockCCJohnsonLRTemperature impacts the environmental suitability for malaria transmission by Anopheles gambiae and Anopheles stephensiEcology202210310.1002/ecy.368535315521
JohnsonJMClarkeKCAn area preserving method for improved categorical raster resamplingCartogr. Geograph. Inform. Sci.202148292–304202110.1080/15230406.2021.1892531
BalkDLDetermining global population distribution: methods, applications and dataAdv. Parasitol.2006621191561:STN:280:DC%2BD283jvFWqsA%3D%3D16647969315465110.1016/S0065-308X(05)62004-0
GalardoAKSeasonal abundance of anopheline mosquitoes and their association with r
K Okuneye (67452_CR18) 2017; 287
DA Pfeffer (67452_CR38) 2018; 17
AJ Tatem (67452_CR105) 2013; 12
N Nihei (67452_CR94) 2002; 55
Y Geissbühler (67452_CR22) 2007; 6
KP Paaijmans (67452_CR92) 2007; 2
Ö Sahin (67452_CR76) 2022; 54
PE Parham (67452_CR6) 2015; 370
G Giner (67452_CR61) 2016; 8
M Ferraguti (67452_CR36) 2016; 6
N Sarma (67452_CR99) 2019; 101
U Haque (67452_CR37) 2010; 5
ML Mabaso (67452_CR34) 2018; 8
H Colinet (67452_CR77) 2015; 60
H Surendra (67452_CR74) 2019; 18
D Campbell-Lendrum (67452_CR5) 2015; 370
EA Mordecai (67452_CR11) 2013; 16
C Caminade (67452_CR91) 2014; 111
LM Beck-Johnson (67452_CR85) 2017; 4
OC Villena (67452_CR65) 2024; 14
E Hernández-Ramírez (67452_CR100) 2021; 568
AH Fielding (67452_CR63) 1997; 24
AK Narula (67452_CR110) 2019; 181
67452_CR32
M Smith (67452_CR19) 2013; 116
E Kamana (67452_CR71) 2022; 12
CC Murdock (67452_CR28) 2016; 6
OC Villena (67452_CR15) 2022; 103
NT Huong (67452_CR48) 2019; 60
C Koenraadt (67452_CR8) 2004; 90
AK Galardo (67452_CR17) 2009; 23
I Etikan (67452_CR68) 2017; 5
JM Cohen (67452_CR69) 2012; 11
K Dietz (67452_CR52) 1993; 2
C Caminade (67452_CR7) 2019; 1436
LR Johnson (67452_CR13) 2015; 96
SE Fick (67452_CR40) 2017; 37
T Ikeda (67452_CR9) 2017; 7
ML Wilson (67452_CR102) 2015; 93
JN Orem (67452_CR30) 2012; 5
F Fouque (67452_CR88) 2019; 8
R Lowe (67452_CR10) 2013; 12
G Tekle (67452_CR75) 2019; 8
SJ Ryan (67452_CR16) 2023; 22
C Christiansen-Jucht (67452_CR81) 2014; 7
SL James (67452_CR3) 2018; 392
EA Mordecai (67452_CR14) 2019; 22
ET Ngarakana-Gwasira (67452_CR27) 2016
SE Nicholson (67452_CR90) 2018; 165
M Leimbach (67452_CR101) 2017; 42
JE Kim (67452_CR29) 2019; 347
67452_CR59
FE Cox (67452_CR12) 2010; 3
X Zhao (67452_CR84) 2014; 13
MS O’Donnell (67452_CR41) 2012; 69
PK Dunn (67452_CR62) 1996; 5
A Alemu (67452_CR80) 2011; 4
DS Kumar (67452_CR21) 2014; 13
JT Griffin (67452_CR112) 2016; 15
V Machault (67452_CR23) 2010; 9
67452_CR66
RI Maidment (67452_CR89) 2015; 42
67452_CR60
Y Ivanova (67452_CR43) 2019; 10
M Hossin (67452_CR67) 2015; 5
DL Balk (67452_CR45) 2006; 62
KP Paaijmans (67452_CR83) 2010; 107
67452_CR1
MO Sewe (67452_CR96) 2016; 11
67452_CR2
67452_CR4
MJ Harris (67452_CR70) 2020; 16
W Takken (67452_CR26) 2019; 25
MV Andrade (67452_CR98) 2022; 21
A Miles (67452_CR78) 2017; 552
N Speybroeck (67452_CR73) 2012; 57
A Epstein (67452_CR109) 2022; 2
JM Johnson (67452_CR49) 2021; 48
L Yi (67452_CR57) 2006
RW Snow (67452_CR39) 2017; 550
NM Wayant (67452_CR93) 2010; 4
J Okiring (67452_CR95) 2021; 21
ME Sinka (67452_CR25) 2020; 117
MJ Dantur Juri (67452_CR35) 2015; 40
Y Chen (67452_CR104) 2023; 22
JL Gallup (67452_CR97) 2000; 64
DL Smith (67452_CR113) 2007; 5
W Reisen (67452_CR82) 1992; 29
B Greenwood (67452_CR108) 2022; 21
ME Sinka (67452_CR24) 2012; 5
HR Sofaer (67452_CR64) 2019; 10
G Newby (67452_CR33) 2016; 387
BV Sodnomov (67452_CR42) 2018; 11
67452_CR46
B Liebmann (67452_CR87) 2012; 25
67452_CR107
67452_CR106
M Krzywinski (67452_CR58) 2017; 14
CW Kabaria (67452_CR20) 2017; 16
EA Mordecai (67452_CR53) 2017; 11
LS Tusting (67452_CR31) 2016; 5
ME Sinka (67452_CR79) 2011; 4
67452_CR54
AM Tompkins (67452_CR86) 2013; 12
D Franco-Herrera (67452_CR111) 2018; 26
D Ozturk (67452_CR44) 2016; 88
67452_CR56
M Kummu (67452_CR47) 2018; 5
67452_CR55
MK Faulde (67452_CR103) 2014; 139
67452_CR50
J Cook (67452_CR72) 2012; 11
67452_CR51
References_xml – volume: 4
  start-page: 179
  year: 2010
  ident: 67452_CR93
  publication-title: Geospat. Health
  doi: 10.4081/gh.2010.199
  contributor:
    fullname: NM Wayant
– volume: 5
  start-page: 1
  year: 2012
  ident: 67452_CR30
  publication-title: Int. Arch. Med.
  doi: 10.1186/1755-7682-5-12
  contributor:
    fullname: JN Orem
– ident: 67452_CR32
– volume: 42
  start-page: 215
  year: 2017
  ident: 67452_CR101
  publication-title: Glob. Environ. Change
  doi: 10.1016/j.gloenvcha.2015.02.005
  contributor:
    fullname: M Leimbach
– ident: 67452_CR107
  doi: 10.2174/1874944502013010119
– volume: 2
  start-page: 23
  year: 1993
  ident: 67452_CR52
  publication-title: Stat. Methods Med. Res.
  doi: 10.1177/096228029300200103
  contributor:
    fullname: K Dietz
– ident: 67452_CR55
– volume: 5
  year: 2010
  ident: 67452_CR37
  publication-title: PloS ONE
  doi: 10.1371/journal.pone.0014341
  contributor:
    fullname: U Haque
– volume: 11
  year: 2016
  ident: 67452_CR96
  publication-title: PloS ONE
  doi: 10.1371/journal.pone.0154204
  contributor:
    fullname: MO Sewe
– year: 2006
  ident: 67452_CR57
  publication-title: Ninth Int. Conf. Spoken Lang. Process.
  doi: 10.21437/Interspeech.2006-595
  contributor:
    fullname: L Yi
– volume: 13
  start-page: 1
  year: 2014
  ident: 67452_CR21
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-13-14
  contributor:
    fullname: DS Kumar
– volume: 387
  start-page: 1775
  year: 2016
  ident: 67452_CR33
  publication-title: Lancet
  doi: 10.1016/S0140-6736(16)00230-0
  contributor:
    fullname: G Newby
– volume: 370
  start-page: 20130552
  year: 2015
  ident: 67452_CR5
  publication-title: Philosoph. Transact. Royal Soc. B
  doi: 10.1098/rstb.2013.0552
  contributor:
    fullname: D Campbell-Lendrum
– volume: 88
  start-page: 2121
  year: 2016
  ident: 67452_CR44
  publication-title: Anais da Acad. Brasileira de Ciencias
  doi: 10.1590/0001-3765201620150103
  contributor:
    fullname: D Ozturk
– ident: 67452_CR46
– ident: 67452_CR2
– volume: 8
  start-page: 1
  year: 2019
  ident: 67452_CR75
  publication-title: Biom. Biostat. Int. J.
  contributor:
    fullname: G Tekle
– volume: 22
  start-page: 265
  year: 2023
  ident: 67452_CR104
  publication-title: Malaria J.
  doi: 10.1186/s12936-023-04696-y
  contributor:
    fullname: Y Chen
– volume: 26
  start-page: 255
  issue: 3
  year: 2018
  ident: 67452_CR111
  publication-title: Infez Med.
  contributor:
    fullname: D Franco-Herrera
– volume: 24
  start-page: 38
  year: 1997
  ident: 67452_CR63
  publication-title: Environ. Conserv.
  doi: 10.1017/S0376892997000088
  contributor:
    fullname: AH Fielding
– volume: 11
  start-page: 61
  year: 2018
  ident: 67452_CR42
  publication-title: Eng. Technol.
  contributor:
    fullname: BV Sodnomov
– volume: 17
  start-page: 352
  year: 2018
  ident: 67452_CR38
  publication-title: Malaria J.
  doi: 10.1186/s12936-018-2500-5
  contributor:
    fullname: DA Pfeffer
– volume: 165
  start-page: 114
  year: 2018
  ident: 67452_CR90
  publication-title: Global Planet. Change
  doi: 10.1016/j.gloplacha.2017.12.014
  contributor:
    fullname: SE Nicholson
– volume: 6
  start-page: 27771
  year: 2016
  ident: 67452_CR28
  publication-title: Sci. Rep.
  doi: 10.1038/srep27771
  contributor:
    fullname: CC Murdock
– volume: 10
  start-page: 561
  year: 2019
  ident: 67452_CR43
  publication-title: Forests
  doi: 10.3390/f10070561
  contributor:
    fullname: Y Ivanova
– volume: 3
  start-page: 1
  year: 2010
  ident: 67452_CR12
  publication-title: Parasit. Vectors
  doi: 10.1186/1756-3305-3-5
  contributor:
    fullname: FE Cox
– year: 2016
  ident: 67452_CR27
  publication-title: Malaria Res. Treat.
  doi: 10.1155/2016/7104291
  contributor:
    fullname: ET Ngarakana-Gwasira
– volume: 12
  year: 2022
  ident: 67452_CR71
  publication-title: BMJ Open.
  doi: 10.1136/bmjopen-2021-053922
  contributor:
    fullname: E Kamana
– ident: 67452_CR56
  doi: 10.1007/978-1-4419-0118-7
– volume: 139
  start-page: 39
  year: 2014
  ident: 67452_CR103
  publication-title: Acta Tropica
  doi: 10.1016/j.actatropica.2014.06.016
  contributor:
    fullname: MK Faulde
– volume: 11
  start-page: 1
  year: 2012
  ident: 67452_CR72
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-11-86
  contributor:
    fullname: J Cook
– volume: 93
  start-page: 110
  year: 2015
  ident: 67452_CR102
  publication-title: Am. J. Trop. Med. Hygiene
  doi: 10.4269/ajtmh.14-0834
  contributor:
    fullname: ML Wilson
– ident: 67452_CR66
  doi: 10.1007/978-3-540-31865-1_25
– volume: 12
  start-page: 1
  year: 2013
  ident: 67452_CR86
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-12-65
  contributor:
    fullname: AM Tompkins
– volume: 60
  start-page: 123
  year: 2015
  ident: 67452_CR77
  publication-title: Ann. Rev. Entomol.
  doi: 10.1146/annurev-ento-010814-021017
  contributor:
    fullname: H Colinet
– volume: 40
  start-page: 36
  issue: 1
  year: 2015
  ident: 67452_CR35
  publication-title: J. Vector Ecol.
  doi: 10.1111/jvec.12130
  contributor:
    fullname: MJ Dantur Juri
– volume: 568
  start-page: 125690
  year: 2021
  ident: 67452_CR100
  publication-title: Phys. A: Stat. Mech. Appl.
  doi: 10.1016/j.physa.2020.125690
  contributor:
    fullname: E Hernández-Ramírez
– volume: 5
  start-page: 1
  year: 2016
  ident: 67452_CR31
  publication-title: Infect. Dis. Poverty
  doi: 10.1186/s40249-016-0164-3
  contributor:
    fullname: LS Tusting
– volume: 16
  start-page: 20190713
  year: 2020
  ident: 67452_CR70
  publication-title: Biol. Lett.
  doi: 10.1098/rsbl.2019.0713
  contributor:
    fullname: MJ Harris
– volume: 5
  start-page: 1
  year: 2018
  ident: 67452_CR47
  publication-title: Sci. Data
  doi: 10.1038/sdata.2018.4
  contributor:
    fullname: M Kummu
– volume: 12
  start-page: 1
  year: 2013
  ident: 67452_CR10
  publication-title: Malar. J.
  doi: 10.1186/1475-2875-12-416
  contributor:
    fullname: R Lowe
– volume: 2
  year: 2022
  ident: 67452_CR109
  publication-title: PLOS Global Public Health.
  doi: 10.1371/journal.pgph.0000676
  contributor:
    fullname: A Epstein
– volume: 16
  start-page: 22
  year: 2013
  ident: 67452_CR11
  publication-title: Ecol. Lett.
  doi: 10.1111/ele.12015
  contributor:
    fullname: EA Mordecai
– volume: 550
  start-page: 515
  year: 2017
  ident: 67452_CR39
  publication-title: Nature
  doi: 10.1038/nature24059
  contributor:
    fullname: RW Snow
– volume: 14
  start-page: 604
  year: 2024
  ident: 67452_CR65
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-023-49793-9
  contributor:
    fullname: OC Villena
– volume: 552
  start-page: 96
  year: 2017
  ident: 67452_CR78
  publication-title: Nature
  doi: 10.1038/nature24995
  contributor:
    fullname: A Miles
– volume: 13
  start-page: 1
  year: 2014
  ident: 67452_CR84
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-13-192
  contributor:
    fullname: X Zhao
– volume: 10
  start-page: 565
  year: 2019
  ident: 67452_CR64
  publication-title: Methods Ecol. Evolut.
  doi: 10.1111/2041-210X.13140
  contributor:
    fullname: HR Sofaer
– volume: 370
  start-page: 20130551
  year: 2015
  ident: 67452_CR6
  publication-title: Philosoph. Transact. Royal Soc. B
  doi: 10.1098/rstb.2013.0551
  contributor:
    fullname: PE Parham
– volume: 64
  start-page: 1
  year: 2000
  ident: 67452_CR97
  publication-title: Am. Soc. Trop. Med. Hygiene
  contributor:
    fullname: JL Gallup
– volume: 25
  start-page: 4304
  year: 2012
  ident: 67452_CR87
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-11-00157.1
  contributor:
    fullname: B Liebmann
– volume: 7
  start-page: 1
  year: 2017
  ident: 67452_CR9
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-02680-6
  contributor:
    fullname: T Ikeda
– volume: 1436
  start-page: 157
  year: 2019
  ident: 67452_CR7
  publication-title: Ann. New York Acad. Sci.
  doi: 10.1111/nyas.13950
  contributor:
    fullname: C Caminade
– volume: 8
  start-page: 339
  year: 2016
  ident: 67452_CR61
  publication-title: R J.
  doi: 10.32614/RJ-2016-024
  contributor:
    fullname: G Giner
– volume: 37
  start-page: 4302
  year: 2017
  ident: 67452_CR40
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.5086
  contributor:
    fullname: SE Fick
– volume: 8
  start-page: 77
  issue: 1
  year: 2018
  ident: 67452_CR34
  publication-title: J. Epidemiol. Global Health
  doi: 10.2991/j.jegh.2018.09.001
  contributor:
    fullname: ML Mabaso
– volume: 101
  start-page: 1405
  year: 2019
  ident: 67452_CR99
  publication-title: Am. J. Tropical Med. Hygiene
  doi: 10.4269/ajtmh.19-0386
  contributor:
    fullname: N Sarma
– ident: 67452_CR50
  doi: 10.1007/978-3-642-03647-7_2
– volume: 111
  start-page: 3286
  year: 2014
  ident: 67452_CR91
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.1302089111
  contributor:
    fullname: C Caminade
– volume: 15
  start-page: 1
  year: 2016
  ident: 67452_CR112
  publication-title: Malaria J.
  doi: 10.1186/s12936-016-1437-9
  contributor:
    fullname: JT Griffin
– volume: 347
  start-page: 616
  year: 2019
  ident: 67452_CR29
  publication-title: Appl. Math. Comput.
  contributor:
    fullname: JE Kim
– ident: 67452_CR106
– volume: 23
  start-page: 335
  year: 2009
  ident: 67452_CR17
  publication-title: Brazil. Med. Veterinary Entomol.
  doi: 10.1111/j.1365-2915.2009.00839.x
  contributor:
    fullname: AK Galardo
– volume: 22
  start-page: 104
  year: 2023
  ident: 67452_CR16
  publication-title: Malaria J.
  doi: 10.1186/s12936-023-04531-4
  contributor:
    fullname: SJ Ryan
– volume: 25
  start-page: 1431
  year: 2019
  ident: 67452_CR26
  publication-title: Emerg. Infect. Dis.
  doi: 10.3201/eid2507.190301
  contributor:
    fullname: W Takken
– volume: 14
  start-page: 757
  year: 2017
  ident: 67452_CR58
  publication-title: Nat. Methods
  doi: 10.1038/nmeth.4370
  contributor:
    fullname: M Krzywinski
– volume: 5
  start-page: 236
  year: 1996
  ident: 67452_CR62
  publication-title: J. Comput. Graph. Stat.
  doi: 10.1080/10618600.1996.10474708
  contributor:
    fullname: PK Dunn
– volume: 21
  start-page: 283
  year: 2022
  ident: 67452_CR98
  publication-title: Malaria J.
  doi: 10.1186/s12936-022-04303-6
  contributor:
    fullname: MV Andrade
– volume: 287
  start-page: 72
  year: 2017
  ident: 67452_CR18
  publication-title: Math. Biosci.
  doi: 10.1016/j.mbs.2016.03.013
  contributor:
    fullname: K Okuneye
– volume: 22
  start-page: 1690
  year: 2019
  ident: 67452_CR14
  publication-title: Ecol. Lett.
  doi: 10.1111/ele.13335
  contributor:
    fullname: EA Mordecai
– volume: 54
  start-page: 400
  year: 2022
  ident: 67452_CR76
  publication-title: Trop. Animal Health Product.
  doi: 10.1007/s11250-022-03405-2
  contributor:
    fullname: Ö Sahin
– ident: 67452_CR54
  doi: 10.1201/9781315139470
– ident: 67452_CR59
– volume: 9
  start-page: 1
  year: 2010
  ident: 67452_CR23
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-9-252
  contributor:
    fullname: V Machault
– volume: 21
  start-page: 1
  year: 2021
  ident: 67452_CR95
  publication-title: BMC Public Health
  doi: 10.1186/s12889-021-11949-5
  contributor:
    fullname: J Okiring
– volume: 60
  start-page: 64
  year: 2019
  ident: 67452_CR48
  publication-title: J. Mining Earth Sci.
  contributor:
    fullname: NT Huong
– volume: 117
  start-page: 24900
  year: 2020
  ident: 67452_CR25
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.2003976117
  contributor:
    fullname: ME Sinka
– volume: 392
  start-page: 1789
  year: 2018
  ident: 67452_CR3
  publication-title: The Lancet
  doi: 10.1016/S0140-6736(18)32279-7
  contributor:
    fullname: SL James
– volume: 16
  start-page: 1
  year: 2017
  ident: 67452_CR20
  publication-title: Malaria J.
  doi: 10.1186/s12936-017-1694-2
  contributor:
    fullname: CW Kabaria
– volume: 42
  start-page: 8155
  year: 2015
  ident: 67452_CR89
  publication-title: Geophys. Res. Lett.
  doi: 10.1002/2015GL065765
  contributor:
    fullname: RI Maidment
– volume: 116
  start-page: 109
  year: 2013
  ident: 67452_CR19
  publication-title: Earth-Sci. Rev.
  doi: 10.1016/j.earscirev.2012.11.004
  contributor:
    fullname: M Smith
– volume: 4
  start-page: 1
  year: 2011
  ident: 67452_CR79
  publication-title: Parasites Vect.
  doi: 10.1186/1756-3305-4-1
  contributor:
    fullname: ME Sinka
– volume: 48
  start-page: 2021
  issue: 292–304
  year: 2021
  ident: 67452_CR49
  publication-title: Cartogr. Geograph. Inform. Sci.
  doi: 10.1080/15230406.2021.1892531
  contributor:
    fullname: JM Johnson
– volume: 57
  start-page: 243
  year: 2012
  ident: 67452_CR73
  publication-title: Int. J. Public Health
  doi: 10.1007/s00038-011-0315-z
  contributor:
    fullname: N Speybroeck
– ident: 67452_CR51
  doi: 10.2991/iccsee.2013.391
– volume: 29
  start-page: 512
  year: 1992
  ident: 67452_CR82
  publication-title: J. Med. Entomol.
  doi: 10.1093/jmedent/29.3.512
  contributor:
    fullname: W Reisen
– volume: 18
  start-page: 1
  year: 2019
  ident: 67452_CR74
  publication-title: Malaria J.
  doi: 10.1186/s12936-019-2866-z
  contributor:
    fullname: H Surendra
– volume: 6
  start-page: 1
  year: 2016
  ident: 67452_CR36
  publication-title: Sci. Rep.
  doi: 10.1038/srep29002
  contributor:
    fullname: M Ferraguti
– ident: 67452_CR4
– volume: 96
  start-page: 203
  year: 2015
  ident: 67452_CR13
  publication-title: Ecology.
  doi: 10.1890/13-1964.1
  contributor:
    fullname: LR Johnson
– ident: 67452_CR1
– volume: 103
  year: 2022
  ident: 67452_CR15
  publication-title: Ecology
  doi: 10.1002/ecy.3685
  contributor:
    fullname: OC Villena
– volume: 69
  start-page: 4
  year: 2012
  ident: 67452_CR41
  publication-title: US Geol. Surv. Data Series
  contributor:
    fullname: MS O’Donnell
– volume: 4
  start-page: 1
  year: 2011
  ident: 67452_CR80
  publication-title: Parasites Vect.
  doi: 10.1186/1756-3305-4-1
  contributor:
    fullname: A Alemu
– volume: 2
  year: 2007
  ident: 67452_CR92
  publication-title: PloS ONE
  doi: 10.1371/journal.pone.0001146
  contributor:
    fullname: KP Paaijmans
– volume: 11
  start-page: 1
  year: 2012
  ident: 67452_CR69
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-11-122
  contributor:
    fullname: JM Cohen
– volume: 55
  start-page: 160
  year: 2002
  ident: 67452_CR94
  publication-title: Japan. J. Infect. Dis.
  contributor:
    fullname: N Nihei
– volume: 8
  start-page: 1
  year: 2019
  ident: 67452_CR88
  publication-title: Infect. Dis. Pov.
  contributor:
    fullname: F Fouque
– volume: 107
  start-page: 15135
  year: 2010
  ident: 67452_CR83
  publication-title: Proc. Nat. Acad. Sci.
  doi: 10.1073/pnas.1006422107
  contributor:
    fullname: KP Paaijmans
– volume: 21
  start-page: 77
  year: 2022
  ident: 67452_CR108
  publication-title: Malaria J.
  doi: 10.1186/s12936-022-04098-6
  contributor:
    fullname: B Greenwood
– volume: 90
  start-page: 141
  year: 2004
  ident: 67452_CR8
  publication-title: Acta Trop.
  doi: 10.1016/j.actatropica.2003.11.007
  contributor:
    fullname: C Koenraadt
– ident: 67452_CR60
– volume: 11
  year: 2017
  ident: 67452_CR53
  publication-title: PLoS Neglect. Trop. Dis.
  doi: 10.1371/journal.pntd.0005568
  contributor:
    fullname: EA Mordecai
– volume: 6
  start-page: 126
  year: 2007
  ident: 67452_CR22
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-6-126
  contributor:
    fullname: Y Geissbühler
– volume: 5
  start-page: 1
  issue: 2
  year: 2015
  ident: 67452_CR67
  publication-title: Int. J. Data Mining Know. Manag. Process.
  doi: 10.5121/ijdkp.2015.5201(2015)
  contributor:
    fullname: M Hossin
– volume: 5
  start-page: 69
  year: 2012
  ident: 67452_CR24
  publication-title: Parasites Vectors.
  doi: 10.1186/1756-3305-5-69
  contributor:
    fullname: ME Sinka
– volume: 7
  start-page: 1
  year: 2014
  ident: 67452_CR81
  publication-title: Parasites Vect.
  doi: 10.1186/1756-3305-7-1
  contributor:
    fullname: C Christiansen-Jucht
– volume: 4
  start-page: 160969
  year: 2017
  ident: 67452_CR85
  publication-title: Royal Soc. Open Sci.
  doi: 10.1098/rsos.160969
  contributor:
    fullname: LM Beck-Johnson
– volume: 12
  start-page: 133
  year: 2013
  ident: 67452_CR105
  publication-title: Malaria J.
  doi: 10.1186/1475-2875-12-133
  contributor:
    fullname: AJ Tatem
– volume: 181
  year: 2019
  ident: 67452_CR110
  publication-title: Eur. J. Med. Chem.
  doi: 10.1016/j.ejmech.2019.05.043
  contributor:
    fullname: AK Narula
– volume: 5
  start-page: Dae42
  year: 2007
  ident: 67452_CR113
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.0050042
  contributor:
    fullname: DL Smith
– volume: 62
  start-page: 119
  year: 2006
  ident: 67452_CR45
  publication-title: Adv. Parasitol.
  doi: 10.1016/S0065-308X(05)62004-0
  contributor:
    fullname: DL Balk
– volume: 5
  start-page: 00149
  year: 2017
  ident: 67452_CR68
  publication-title: Biometrics Biostat. Int. J.
  doi: 10.15406/bbij.2017.05.00149
  contributor:
    fullname: I Etikan
SSID ssj0000529419
Score 2.4716315
Snippet The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics are...
Abstract The interactions of environmental, geographic, socio-demographic, and epidemiological factors in shaping mosquito-borne disease transmission dynamics...
SourceID doaj
pubmedcentral
proquest
crossref
pubmed
springer
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Publisher
StartPage 16734
SubjectTerms 631/114
631/158
692/699
704/106
704/158
704/172
Africa - epidemiology
Animals
Aquatic insects
Asia - epidemiology
Bioclimatic variables
Cross-Sectional Studies
Demography
Disease transmission
Environment
Epidemiology
Generalized linear models
Geography
Humanities and Social Sciences
Humans
Malaria
Malaria - epidemiology
Malaria - transmission
Malaria survey data
Malaria, Falciparum - epidemiology
Malaria, Falciparum - parasitology
Malaria, Falciparum - transmission
Malaria, Vivax - epidemiology
Malaria, Vivax - parasitology
Malaria, Vivax - transmission
Mosquito Vectors - parasitology
multidisciplinary
Plasmodium falciparum
Plasmodium vivax
Precipitation
Regression analysis
Science
Science (multidisciplinary)
Sociodemographics
Socioeconomic Factors
Temperature
Vector-borne diseases
Vectors
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LaxUxFA5SENyI1tfUViK48w6dyTtLFUsVdGWhu5CnvdDOlN4ppX-kv7cnk7kvH7hxO8kMId9J8p3JOd9B6J3mnPqU8u8lxWpmpa-10qROKvjgFBdK5Nzhb9_F8Qn7espPN0p95ZiwIg9cJu6QpMR9G5kNzsHRzhTTTnAb4OBxSrCiXtqQDWeqqHoTzVo9Zck0VB0u4IWcTUZYLSTj4IFtnUSjYP-fWObvwZK_3JiOB9HRE_R4YpD4Qxn5U_QgdrvoYakpefsM3X1Zlh3BfcIbeWz2fIZ_lpLnZ3M_wxmWvg7xYv3IdgHHdcnYjB-eCvLgvsOXY6pS-fCFBZd4brEdMFBI7EueyXCLz3MUEp53eLjpcQ6EBxrbDYvn6OTo849Px_VUfKH2jJAB_ErBWxdo5LCVOqudtkQ4yUKwjiadfEukI064RIChuRhUa620iqUYsqgbfYF2ur6LrxCmDOCPjXSBMQYW4DyPgQpvE7OUcl2h90sgzGXR2DDj3ThVpsBmADYzwmZ4hT5mrFY9sz72-ACsxkxWY_5lNRXaXyJtpkW7MFm5R8IeJ5oKvV01w3LLdyi2i_116QOkFZzMCr0shrEaCdWwY4ILViG1ZTJbQ91u6eZno6Q3sF4JzE5WaLa0rvW4_j4Xe_9jLl6jRyQvi0bClrmPdoar63gATGtwb8ZFdQ-5LCg3
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELZgKyQuiHdTCjISNzbqxq_YJ0RRq4JEhRCVerP8bFdqk6Wbquof4fcyTpxdltc1thwn33j8jcczg9AbxTl1MabjJclKZmpXKqlIGaV33koupEixw5-PxdEJ-3TKT_OB2zJfqxx1Yq-ofevSGfleSqtSgwCK2bvF9zJVjUre1VxC4y7aIhWVcoK29g-Ov3xdnbIkPxarVI6WmVG5t4QdK0WVEVaKmnGwxDZ2pD5x_9_Y5p-XJn_znPYb0uFD9CAzSfx-gP4RuhOax-jeUFvy9gn68XEsP4LbiH-JZzMXU3w2lD4_n7spTvC0pQ-X60em8TisS8cmHHEuzIPbBi_6kKVh4EsDpvHcYNNhoJLYDfEm3S2-SLeR8LzB3U2L04V4oLNNt3yKTg4Pvn04KnMRhtIxQjqwLwWvrKeBg0q1RllliLA1895YGlV0FaktscJGAkzNBi8rY2ojWQw-JXejz9CkaZuwjTBlIAZhVlvPGANJsI4HT4UzkRlKuSrQ2xEIvRhybejeR06lHmDTAJvuYdO8QPsJq1XPlCe7f9Benem87DSJkbsqMANvA2LIJFNWcONhNCsFg0F2R6R1XrxLvRa1Ar1eNcOyS74U04T2eugD5BWMzQI9HwRjNROqQHOCKVYguSEyG1PdbGnm531qb2C_NTC8ukDTUbrW8_r3v9j5_2e8QPdJEvhZDUpxF026q-vwErhUZ1_lBfMTGpchAw
  priority: 102
  providerName: ProQuest
– databaseName: SpringerOpen
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwELagCIkLKu9AQUbixkZs_PaxXVEVJDhRqTfLT7pS61RsKtQ_0t_bcZLdbaAcuMaOY-Wbsb_xeGYQ-qA5pz6lcrykWM2s9LVWmtRJBR-c4kKJEjv87bs4OmZfT_jJmCanxMJM_PdUfVrBBlOCwAirhWQcDKf76AHswbJI80IsNucpxWPFGj3Gxdz96mTv6VP038Ur_74e-YePtN96DnfR45Ez4v0B5CfoXsxP0cOhiuTVM3T9ZV1oBLcJ34pcs2cz_HMocn669DNcgGjrEM-3j2wOOG6LxBbE8FiCB7cZX_TBScPA5xaM4KXFtsNAGrEfIku6K3xW7h3hZcbd7xaXq-9AXHO3eo6ODz__WBzVY7mF2jNCOrAkBW9coJHD4umsdtoS4SQLwTqadPINkY444RIBTuZiUI210iqWYihp3OgLtJPbHF8hTBkAHufSBcYYYO48j4EKbxOzlHJdoY9rIMzFkFXD9N5wqswAmwHYTA-b4RU6KFhtepaM2P0DEBQzKpghKXHfRGbha0ABmWLaCW4DjOaUYDDI3hppM6rpypRcPRJWNTGv0PtNMyhY8ZrYHNvLoQ_QVDArK_RyEIzNTKiGNRKMrgqpichMpjptycvTPok38FwJXE5WaLaWru28_v0vXv9f9zfoESkKMJewHO6hne7XZXwLLKpz73r1uQHGhhid
  priority: 102
  providerName: Springer Nature
Title Influence of environmental, geographic, socio-demographic, and epidemiological factors on presence of malaria at the community level in two continents
URI https://link.springer.com/article/10.1038/s41598-024-67452-5
https://www.ncbi.nlm.nih.gov/pubmed/39030306
https://www.proquest.com/docview/3082731860
https://www.proquest.com/docview/3082835164
https://pubmed.ncbi.nlm.nih.gov/PMC11271557
https://doaj.org/article/2ff5c1e4adbb4354849b65ad415b8645
Volume 14
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Ja9tAFB6SlJZcStdUbWqm0Fut2NasOjYmIS0khNKAb2LWRGBLJlYo-SP9vX0zkuy4y6VHLYwGfe_N-97MWxD6mDNGjPdhe0nSlCph0lzmWeqlNVZLxiUPucPnF_zsin6dsdkO4n0uTAzaN7o8quaLo6q8ibGVy4UZ9XFio8vzKXAEAXZQjHbRLtjfBz56W9E7y-kk7zJkxkSOVmClQiZZRlMuKAPvax89AWefBMK8ZZBi3f6_kc0_YyZ_OziN9uj0GXraEUn8uZ3wc7Tjqhfocdta8v4l-vml7z6Ca48fpLOp-RBft53Pb0ozxAGdOrVusbmlKovdpnNsgBF3fXlwXeFlzFhqB14o8IxLhVWDgUli06abNPd4HoKRcFnh5keNQzw8sNmqWb1CV6cn36dnadeDITU0yxpwLzmbaEscgxVVq1znKuNaUGuVJj73BqDQmebaZ0DUtLNyopRQknpnQ2038hrtVXXl3iBMKEiBGwttKaUgCNowZwk3ylNFCMsT9KkHoli2pTaKeEROZNEiWACCRUSwYAk6Dlit3wxlsuON-va66ISlyLxnZuKogq8BL6SS5pozZWE0LTmFQQ57pItOd1dFKOAjYKnj4wR9WD8GrQtHKapy9V37DnBX8DUTdNAKxnomvWAlSG6JzNZUt5-AoMfK3r1gJ2jYS9dmXv_-F2___0vv0H4W9GIsYL08RHvN7Z17DzSr0QPQrZkYoEfHJxeX3-BqyqeDuGUxiPr2CwuXLUI
link.rule.ids 230,314,727,780,784,864,885,2102,12056,21388,27924,27925,31719,31720,33744,33745,41120,42189,43310,43805,51576,53791,53793,73745,74302
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELZgKwSXimcJFDASNzbqxq84J0RRqy20K4RaqTfLz3alNlm6qar-EX4v48S7y_K6xpbj5BuPv_F4ZhB6V3FObQjxeEmynOnS5pWsSB6ks85ILqSIscNHEzE-YZ9P-Wk6cJuna5ULndgpatfYeEa-E9OqlCCAYvRh9j2PVaOidzWV0LiLNmLmdD5AG7t7k6_flqcs0Y_FiipFy4yo3JnDjhWjygjLRck4WGJrO1KXuP9vbPPPS5O_eU67DWn_IdpMTBJ_7KF_hO74-jG619eWvH2Cfhwsyo_gJuBf4tn0xRCf9aXPz6d2iCM8Te785eqRrh32q9KxEUecCvPgpsazLmSpH_hSg2k81Vi3GKgktn28SXuLL-JtJDytcXvT4HghHuhs3c6fopP9veNP4zwVYcgtI6QF-1LwwjjqOahUoytTaSJMyZzThoYq2IKUhhhhAgGmZryThdallix4F5O70WdoUDe1f44wZSAGflQaxxgDSTCWe0eF1YFpSnmVofcLINSsz7WhOh85laqHTQFsqoNN8QztRqyWPWOe7O5Bc3Wm0rJTJARuC880vA2IIZOsMoJrB6MZKRgMsr1AWqXFO1crUcvQ22UzLLvoS9G1b677PkBewdjM0FYvGMuZ0Ao0J5hiGZJrIrM21fWWenrepfYG9lsCwyszNFxI12pe__4XL_7_GW_Q_fHx0aE6PJh8eYkekCj8oxIU5DYatFfX_hXwqta8TovnJ7-MI-s
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1bb9MwFLagE4iXiTsZA4zEG42a-hbnCTFYtXGpJsSkvVm-bpW2pKyZ0P4Iv5fjxG0pt9fYcpyci7_jc0PoVcU5tSHE6yXJcqZLm1eyInmQzjojuZAi5g5_noqDY_bhhJ-k-KdFCqtc6sROUbvGxjvyUSyrUgIDimIUUljE0fvJm_m3PHaQip7W1E7jJtqCU7EgA7S1tz89-rK6cYk-LTauUuZMQeVoAadXzDAjLBcl42CVbZxOXRH_vyHPPwMof_OidofT5C7aTqgSv-3Z4B664ev76FbfZ_L6AfpxuGxFgpuAf8lt0-dDfNq3QT-b2SGOpGpy5y_Wj3TtsF-3kY00xalJD25qPO_Sl_qFLzSYyTONdYsBVmLb55601_g8RibhWY3b7w2OwfEAbet28RAdT_a_vjvIU0OG3DJCWrA1BR8bRz0H9Wp0ZSpNhCmZc9rQUAU7JqUhRphAALUZ7-RY61JLFryLhd7oIzSom9o_QZgyYAlflMYxxoArjOXeUWF1YJpSXmXo9ZIQat7X3VCdv5xK1ZNNAdlURzbFM7QXabWaGWtmdw-ay1OVRFCRELgde6bhbQASmWSVEVw7WM1IwWCR3SWlVRLkhVqzXYZeroZBBKNfRde-uernAJAFwzNDj3vGWO2EVqBFwSzLkNxgmY2tbo7Us7OuzDcg4RLQXpmh4ZK71vv697_Y-f9nvEC3QW7Up8Ppx6foDom8X5SgK3fRoL288s8AYrXmeZKdn0mXKBg
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=Influence+of+environmental%2C+geographic%2C+socio-demographic%2C+and+epidemiological+factors+on+presence+of+malaria+at+the+community+level+in+two+continents&rft.jtitle=Scientific+reports&rft.au=Villena%2C+Oswaldo+C.&rft.au=Arab%2C+Ali&rft.au=Lippi%2C+Catherine+A.&rft.au=Ryan%2C+Sadie+J.&rft.date=2024-07-20&rft.issn=2045-2322&rft.eissn=2045-2322&rft.volume=14&rft.issue=1&rft_id=info:doi/10.1038%2Fs41598-024-67452-5&rft.externalDBID=n%2Fa&rft.externalDocID=10_1038_s41598_024_67452_5
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon