Investigating the spatiotemporal dynamics of apple tree phyllosphere bacterial and fungal communities across cultivars in orchards
The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex ecological processes acting at multiple scales. In this study, we investigated the determinants of the spatiotemporal variation in bacterial and fun...
Saved in:
Published in | Canadian journal of microbiology Vol. 70; no. 6; pp. 238 - 251 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Canada
NRC Research Press
01.06.2024
Canadian Science Publishing NRC Research Press |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex ecological processes acting at multiple scales. In this study, we investigated the determinants of the spatiotemporal variation in bacterial and fungal communities within the apple tree phyllosphere, employing 16S and ITS amplicon sequencing. Our research assessed the impact of key factors—plant compartment, site, time, and cultivar—on the composition and diversity of leaf and flower microbial communities. Our analyses, based on samples collected from three cultivars in three orchards in 2022, revealed that site and time are the strongest drivers of apple tree phyllosphere microbial communities. Conversely, plant compartment and cultivar exhibited minor roles in explaining community composition and diversity. Predominantly, bacterial communities comprised Hymenobacter (25%) and Sphingomonas (10%), while the most relatively abundant fungal genera included Aureobasidium (27%) and Sporobolomyces (10%). Additionally, our results show a gradual decrease in alpha-diversity throughout the growth season. These findings emphasize the necessity to consider local microbial ecology dynamics in orchards, especially as many groups worldwide aim for the development of biocontrol strategies (e.g., by manipulating plant–microbe interactions). More research is needed to improve our understanding of the determinants of time and site-specific disparities within apple tree phyllosphere microbial communities across multiple years, locations, and cultivars. |
---|---|
AbstractList | The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex ecological processes acting at multiple scales. In this study, we investigated the determinants of the spatiotemporal variation in bacterial and fungal communities within the apple tree phyllosphere, employing 16S and ITS amplicon sequencing. Our research assessed the impact of key factors--plant compartment, site, time, and cultivar-- on the composition and diversity of leaf and flower microbial communities. Our analyses, based on samples collected from three cultivars in three orchards in 2022, revealed that site and time are the strongest drivers of apple tree phyllosphere microbial communities. Conversely, plant compartment and cultivar exhibited minor roles in explaining community composition and diversity. Predominantly, bacterial communities comprised Hymenobacter (25%) and Sphingomonas (10%), while the most relatively abundant fungal genera included Aureobasidium (27%) and Sporobolomyces (10%). Additionally, our results show a gradual decrease in alpha-diversity throughout the growth season. These findings emphasize the necessity to consider local microbial ecology dynamics in orchards, especially as many groups worldwide aim for the development of biocontrol strategies (e.g., by manipulating plant-microbe interactions). More research is needed to improve our understanding of the determinants of time and site-specific disparities within apple tree phyllosphere microbial communities across multiple years, locations, and cultivars. Key words: Malus domestica, phyllosphere, spatiotemporal variation, bacteria, fungi, microbial ecology The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex ecological processes acting at multiple scales. In this study, we investigated the determinants of the spatiotemporal variation in bacterial and fungal communities within the apple tree phyllosphere, employing 16S and ITS amplicon sequencing. Our research assessed the impact of key factors - plant compartment, site, time, and cultivar - on the composition and diversity of leaf and flower microbial communities. Our analyses, based on samples collected from three cultivars in three orchards in 2022, revealed that site and time are the strongest drivers of apple tree phyllosphere microbial communities. Conversely, plant compartment and cultivar exhibited minor roles in explaining community composition and diversity. Predominantly, bacterial communities comprised Hymenobacter (25%) and Sphingomonas (10%), while the most relatively abundant fungal genera included Aureobasidium (27%) and Sporobolomyces (10%). Additionally, our results show a gradual decrease in alpha-diversity throughout the growth season. These findings emphasize the necessity to consider local microbial ecology dynamics in orchards, especially as many groups worldwide aim for the development of biocontrol strategies (e.g., by manipulating plant-microbe interactions). More research is needed to improve our understanding of the determinants of time and site-specific disparities within apple tree phyllosphere microbial communities across multiple years, locations, and cultivars. The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex ecological processes acting at multiple scales. In this study, we investigated the determinants of the spatiotemporal variation in bacterial and fungal communities within the apple tree phyllosphere, employing 16S and ITS amplicon sequencing. Our research assessed the impact of key factors-plant compartment, site, time, and cultivar-on the composition and diversity of leaf and flower microbial communities. Our analyses, based on samples collected from three cultivars in three orchards in 2022, revealed that site and time are the strongest drivers of apple tree phyllosphere microbial communities. Conversely, plant compartment and cultivar exhibited minor roles in explaining community composition and diversity. Predominantly, bacterial communities comprised Hymenobacter (25%) and Sphingomonas (10%), while the most relatively abundant fungal genera included Aureobasidium (27%) and Sporobolomyces (10%). Additionally, our results show a gradual decrease in alpha-diversity throughout the growth season. These findings emphasize the necessity to consider local microbial ecology dynamics in orchards, especially as many groups worldwide aim for the development of biocontrol strategies (e.g., by manipulating plant-microbe interactions). More research is needed to improve our understanding of the determinants of time and site-specific disparities within apple tree phyllosphere microbial communities across multiple years, locations, and cultivars.The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex ecological processes acting at multiple scales. In this study, we investigated the determinants of the spatiotemporal variation in bacterial and fungal communities within the apple tree phyllosphere, employing 16S and ITS amplicon sequencing. Our research assessed the impact of key factors-plant compartment, site, time, and cultivar-on the composition and diversity of leaf and flower microbial communities. Our analyses, based on samples collected from three cultivars in three orchards in 2022, revealed that site and time are the strongest drivers of apple tree phyllosphere microbial communities. Conversely, plant compartment and cultivar exhibited minor roles in explaining community composition and diversity. Predominantly, bacterial communities comprised Hymenobacter (25%) and Sphingomonas (10%), while the most relatively abundant fungal genera included Aureobasidium (27%) and Sporobolomyces (10%). Additionally, our results show a gradual decrease in alpha-diversity throughout the growth season. These findings emphasize the necessity to consider local microbial ecology dynamics in orchards, especially as many groups worldwide aim for the development of biocontrol strategies (e.g., by manipulating plant-microbe interactions). More research is needed to improve our understanding of the determinants of time and site-specific disparities within apple tree phyllosphere microbial communities across multiple years, locations, and cultivars. |
Audience | Academic |
Author | Boutin, Sophie Laforest-Lapointe, Isabelle Lussier, Ema |
Author_xml | – sequence: 1 givenname: Sophie orcidid: 0000-0001-6675-2748 surname: Boutin fullname: Boutin, Sophie – sequence: 2 givenname: Ema orcidid: 0009-0009-4283-8083 surname: Lussier fullname: Lussier, Ema – sequence: 3 givenname: Isabelle orcidid: 0000-0003-3630-9475 surname: Laforest-Lapointe fullname: Laforest-Lapointe, Isabelle |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38452350$$D View this record in MEDLINE/PubMed |
BookMark | eNptkktv3CAUhVGVqplMu-y2Qu2mXTjFgDFeRlGbjhSpUh9rhPH1DCMbHMBRZttfXiYPtRONWHCFvnu4j3OGTpx3gNDbkpyXJWs-m-1YUEJZQWhZvUCLkktSMFpXJ2hBCJEFL4U4RWcxbgkpCePiFTplkleUVWSB_qzcLcRk1zpZt8ZpAzhOOfYJxskHPeBu5_RoTcS-x3qaBsApAOBpsxsGH6cNBMCtNgmCzbR2He5nt86h8eM4O5ssRKxN8DFiMw_J3uoQsXXYB7PRoYuv0cteDxHePN5L9Pvrl1-X34rr71ery4vrwnApUwFcd6LnjahlXbe01m3fsqo1jHFoNJPUAFDTC0G0NG3Lm152dd00whjdlcDYEn180J2Cv5lz02q00cAwaAd-joo2Fa9FU-exLtGHZ-jWz8Hl6hQjgsqKENr8o3K3oKzrfQra7EXVRf64JFJInqn3Rygz2Rv1P3R-BMqngzz7vPHe5vcD1U8HCZlJcJfWeo5RrX7-OGTfPXYztyN0agp21GGnnlyQAfYA3G8pQK-MTXsTuFyFHVRJ1N5rKntN7b2m9l7LWcWzrCfh4_xfT8jVRA |
CitedBy_id | crossref_primary_10_3390_ijms252413601 crossref_primary_10_1139_cjm_2024_0192 |
Cites_doi | 10.3389/fpls.2019.00617 10.1371/journal.pone.0037131 10.3389/fmicb.2019.01629 10.1007/s00248-009-9495-y 10.1038/s41396-020-00784-y 10.1038/s41396-019-0531-8 10.1016/j.micres.2022.126991 10.1016/j.crmicr.2021.100030 10.1371/journal.pone.0056329 10.1146/annurev-phyto-020620-095540 10.1016/j.tplants.2020.06.003 10.1038/nmeth.3869 10.1186/s40168-016-0174-1 10.1111/nph.18187 10.1128/AEM.02017-13 10.1094/PDIS-92-5-0714 10.1002/mbo3.1202 10.5281/zenodo.4587955 10.1146/annurev.py.30.090192.003131 10.1073/pnas.1216057111 10.1111/jam.14587 10.1111/j.1365-294X.1993.tb00005.x 10.1515/9781400883790 10.4060/cc3751en 10.1146/annurev.phyto.40.120301.093927 10.1111/1462-2920.14963 10.1016/j.scienta.2014.12.009 10.1146/annurev-ecolsys-110411-160340 10.1186/s40793-022-00423-3 10.1186/s13059-014-0550-8 10.1007/s002480000087 10.1371/journal.pone.0223847 10.3390/plants12193481 10.1038/ncomms12151 10.1038/s41579-021-00604-w 10.3389/fmicb.2015.00427 10.3389/fmicb.2018.02479 10.1038/s41467-020-17041-7 10.1111/nph.17434 10.3390/microorganisms9102056 10.1038/nrmicro2910 10.1146/annurev-phyto-080516-035641 10.1038/s41559-019-0994-z 10.1139/cjb-2013-0166 10.1016/j.heliyon.2020.e05222 10.1016/j.mib.2014.05.013 10.3389/fpls.2018.01473 10.1186/s40168-018-0403-x 10.1038/nature22399 10.1016/j.pbi.2017.04.018 10.1371/journal.pgen.1002703 10.1371/journal.pone.0061217 10.3390/agronomy11010144 10.1111/mec.12481 10.1111/1462-2920.15469 10.1080/15427528.2014.865412 |
ContentType | Journal Article |
Copyright | COPYRIGHT 2024 NRC Research Press 2024 Published by NRC Research Press |
Copyright_xml | – notice: COPYRIGHT 2024 NRC Research Press – notice: 2024 Published by NRC Research Press |
DBID | AAYXX CITATION NPM ISR 7QL 7SN 7U9 8FD C1K FR3 H94 K9. M7N NAPCQ P64 RC3 7X8 |
DOI | 10.1139/cjm-2023-0215 |
DatabaseName | CrossRef PubMed Gale In Context: Science Bacteriology Abstracts (Microbiology B) Ecology Abstracts Virology and AIDS Abstracts Technology Research Database Environmental Sciences and Pollution Management Engineering Research Database AIDS and Cancer Research Abstracts ProQuest Health & Medical Complete (Alumni) Algology Mycology and Protozoology Abstracts (Microbiology C) Nursing & Allied Health Premium Biotechnology and BioEngineering Abstracts Genetics Abstracts MEDLINE - Academic |
DatabaseTitle | CrossRef PubMed Nursing & Allied Health Premium Genetics Abstracts Virology and AIDS Abstracts Technology Research Database Bacteriology Abstracts (Microbiology B) Algology Mycology and Protozoology Abstracts (Microbiology C) AIDS and Cancer Research Abstracts ProQuest Health & Medical Complete (Alumni) Engineering Research Database Ecology Abstracts Biotechnology and BioEngineering Abstracts Environmental Sciences and Pollution Management MEDLINE - Academic |
DatabaseTitleList | PubMed Nursing & Allied Health Premium CrossRef MEDLINE - Academic |
Database_xml | – sequence: 1 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 |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Biology |
EISSN | 1480-3275 |
EndPage | 251 |
ExternalDocumentID | A799108684 38452350 10_1139_cjm_2023_0215 |
Genre | Journal Article |
GeographicLocations | Canada |
GeographicLocations_xml | – name: Canada |
GroupedDBID | --- -~X 00T 0R~ 29B 2QL 2XV 36B 4.4 4IJ 5GY 5RE 5RP 6J9 A8Z AAHBH AAIKC AAMNW AAYXX ABCQX ABDBF ABJNI ACGFO ACGFS ACGOD ACNCT ACPRK ACUHS AEGXH AENEX AFRAH AHMBA AIAGR ALIPV ALMA_UNASSIGNED_HOLDINGS APEBS CITATION CS3 D8U DU5 EAD EAP EAS EBC EBD EBS ECC EDH EMB EMK EMOBN EPL EST ESTFP ESX F5P HZ~ IAG IAO ICQ IEA IEP IGS IHR INH INR IPNFZ ISN ISR ITC L7B ML0 MM. MV1 NRXXU NYCZX O9- ONR P2P PV9 QF4 QM4 QN7 QO4 QRP RIG RRP RZL SV3 TN5 TUS U5U WH7 YZZ NPM 7QL 7SN 7U9 8FD C1K FR3 H94 K9. M7N NAPCQ P64 RC3 7X8 |
ID | FETCH-LOGICAL-c488t-e4ad6f4967877b27abfb35bc334e9a382cee2cf660a8cbb49f8d77996ccad1e33 |
ISSN | 0008-4166 1480-3275 |
IngestDate | Fri Jul 11 05:52:19 EDT 2025 Sat Aug 16 17:21:39 EDT 2025 Tue Jun 17 21:56:41 EDT 2025 Tue Jun 10 15:34:28 EDT 2025 Tue Jun 10 21:07:54 EDT 2025 Fri Jun 27 05:15:50 EDT 2025 Thu Apr 03 07:12:27 EDT 2025 Thu Apr 24 22:55:09 EDT 2025 Thu Jul 10 08:54:04 EDT 2025 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 6 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c488t-e4ad6f4967877b27abfb35bc334e9a382cee2cf660a8cbb49f8d77996ccad1e33 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
ORCID | 0000-0003-3630-9475 0000-0001-6675-2748 0009-0009-4283-8083 |
OpenAccessLink | https://cdnsciencepub.com/doi/pdf/10.1139/cjm-2023-0215 |
PMID | 38452350 |
PQID | 3062850029 |
PQPubID | 6731 |
PageCount | 14 |
ParticipantIDs | proquest_miscellaneous_2954769711 proquest_journals_3062850029 gale_infotracmisc_A799108684 gale_infotraccpiq_799108684 gale_infotracacademiconefile_A799108684 gale_incontextgauss_ISR_A799108684 pubmed_primary_38452350 crossref_citationtrail_10_1139_cjm_2023_0215 crossref_primary_10_1139_cjm_2023_0215 |
PublicationCentury | 2000 |
PublicationDate | 2024-06-01 |
PublicationDateYYYYMMDD | 2024-06-01 |
PublicationDate_xml | – month: 06 year: 2024 text: 2024-06-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Canada |
PublicationPlace_xml | – name: Canada – name: Ottawa |
PublicationTitle | Canadian journal of microbiology |
PublicationTitleAlternate | Can J Microbiol |
PublicationYear | 2024 |
Publisher | NRC Research Press Canadian Science Publishing NRC Research Press |
Publisher_xml | – name: NRC Research Press – name: Canadian Science Publishing NRC Research Press |
References | refg47/ref47 refg40/ref40 R Core Team (refg55/ref55) 2023 refg18/ref18 refg22/ref22 refg36/ref36 Lenth R.V. (refg37/ref37) 2023 refg51/ref51 refg11/ref11 refg25/ref25 refg6/ref6 refg15/ref15 refg29/ref29 refg43/ref43 Bates D. (refg7/ref7) 2023 refg26/ref26 refg14/ref14 refg5/ref5 refg57/ref57 refg19/ref19 refg21/ref21 refg4/ref4 refg46/ref46 refg48/ref48 refg10/ref10 refg1/ref1 Celetti M. (refg12/ref12) 2013 refg32/ref32 refg35/ref35 refg59/ref59 refg42/ref42 refg24/ref24 refg16/ref16 refg50/ref50 refg64/ref64 Vellend M. (refg61/ref61) 2016 refg13/ref13 refg27/ref27 refg56/ref56 refg20/ref20 refg38/ref38 refg45/ref45 refg49/ref49 refg9/ref9 refg34/ref34 Oksanen J. (refg53/ref53) 2022 refg8/ref8 refg60/ref60 refg63/ref63 refg23/ref23 refg17/ref17 R Core Team (refg54/ref54) 2023 refg30/ref30 refg66/ref66 refg28/ref28 refg41/ref41 refg39/ref39 refg3/ref3 refg62/ref62 refg44/ref44 refg58/ref58 Kassambara A. (refg31/ref31) 2023 refg33/ref33 |
References_xml | – ident: refg60/ref60 doi: 10.3389/fpls.2019.00617 – ident: refg66/ref66 doi: 10.1371/journal.pone.0037131 – ident: refg64/ref64 doi: 10.3389/fmicb.2019.01629 – ident: refg56/ref56 doi: 10.1007/s00248-009-9495-y – ident: refg15/ref15 doi: 10.1038/s41396-020-00784-y – ident: refg47/ref47 doi: 10.1038/s41396-019-0531-8 – ident: refg44/ref44 doi: 10.1016/j.micres.2022.126991 – ident: refg46/ref46 doi: 10.1016/j.crmicr.2021.100030 – ident: refg8/ref8 doi: 10.1371/journal.pone.0056329 – ident: refg33/ref33 doi: 10.1146/annurev-phyto-020620-095540 – ident: refg41/ref41 doi: 10.1016/j.tplants.2020.06.003 – volume-title: vegan: community ecology package year: 2022 ident: refg53/ref53 – ident: refg10/ref10 doi: 10.1038/nmeth.3869 – ident: refg35/ref35 doi: 10.1186/s40168-016-0174-1 – ident: refg29/ref29 doi: 10.1111/nph.18187 – ident: refg58/ref58 doi: 10.1128/AEM.02017-13 – ident: refg57/ref57 doi: 10.1094/PDIS-92-5-0714 – volume-title: Blossom protect: a new biopesticide for fire blight control year: 2013 ident: refg12/ref12 – ident: refg16/ref16 doi: 10.1002/mbo3.1202 – ident: refg48/ref48 doi: 10.5281/zenodo.4587955 – ident: refg4/ref4 doi: 10.1146/annurev.py.30.090192.003131 – ident: refg32/ref32 doi: 10.1073/pnas.1216057111 – ident: refg43/ref43 doi: 10.1111/jam.14587 – ident: refg27/ref27 doi: 10.1111/j.1365-294X.1993.tb00005.x – start-page: 1 volume-title: The theory of ecological communities (MPB-57) year: 2016 ident: refg61/ref61 doi: 10.1515/9781400883790 – ident: refg23/ref23 doi: 10.4060/cc3751en – ident: refg50/ref50 doi: 10.1146/annurev.phyto.40.120301.093927 – ident: refg5/ref5 doi: 10.1111/1462-2920.14963 – ident: refg28/ref28 doi: 10.1016/j.scienta.2014.12.009 – ident: refg26/ref26 doi: 10.1146/annurev-ecolsys-110411-160340 – ident: refg38/ref38 doi: 10.1186/s40793-022-00423-3 – ident: refg45/ref45 doi: 10.1186/s13059-014-0550-8 – ident: refg13/ref13 doi: 10.1007/s002480000087 – ident: refg20/ref20 doi: 10.1371/journal.pone.0223847 – ident: refg18/ref18 doi: 10.3390/plants12193481 – volume-title: R: the R project for statistical computing year: 2023 ident: refg54/ref54 – ident: refg63/ref63 doi: 10.1038/ncomms12151 – ident: refg19/ref19 doi: 10.1038/s41579-021-00604-w – ident: refg59/ref59 doi: 10.3389/fmicb.2015.00427 – ident: refg39/ref39 doi: 10.3389/fmicb.2018.02479 – ident: refg40/ref40 doi: 10.1038/s41467-020-17041-7 – ident: refg24/ref24 doi: 10.1111/nph.17434 – volume-title: emmeans: estimated marginal means, aka least-squares means year: 2023 ident: refg37/ref37 – ident: refg30/ref30 doi: 10.3390/microorganisms9102056 – ident: refg62/ref62 doi: 10.1038/nrmicro2910 – ident: refg9/ref9 doi: 10.1146/annurev-phyto-080516-035641 – ident: refg11/ref11 doi: 10.1038/s41559-019-0994-z – volume-title: R: the R stats package year: 2023 ident: refg55/ref55 – ident: refg3/ref3 doi: 10.1139/cjb-2013-0166 – ident: refg17/ref17 doi: 10.1016/j.heliyon.2020.e05222 – ident: refg49/ref49 doi: 10.1016/j.mib.2014.05.013 – ident: refg6/ref6 doi: 10.3389/fpls.2018.01473 – volume-title: rstatix: pipe-friendly framework for basic statistical tests year: 2023 ident: refg31/ref31 – ident: refg42/ref42 doi: 10.1186/s40168-018-0403-x – ident: refg36/ref36 doi: 10.1038/nature22399 – ident: refg25/ref25 doi: 10.1016/j.pbi.2017.04.018 – ident: refg14/ref14 doi: 10.1371/journal.pgen.1002703 – ident: refg51/ref51 doi: 10.1371/journal.pone.0061217 – ident: refg21/ref21 doi: 10.3390/agronomy11010144 – ident: refg34/ref34 doi: 10.1111/mec.12481 – volume-title: lme4: Linear Mixed-Effects Models using “Eigen” and S4 year: 2023 ident: refg7/ref7 – ident: refg1/ref1 doi: 10.1111/1462-2920.15469 – ident: refg22/ref22 doi: 10.1080/15427528.2014.865412 |
SSID | ssj0010346 |
Score | 2.4199276 |
Snippet | The phyllosphere, a reservoir of diverse microbial life associated with plant health, harbors microbial communities that are subject to various complex... |
SourceID | proquest gale pubmed crossref |
SourceType | Aggregation Database Index Database Enrichment Source |
StartPage | 238 |
SubjectTerms | Agricultural research Apple Apples Bacteria Biological control Community composition Composition Cultivars Diseases and pests Distribution Environmental aspects Fruit trees Fruits Fungi Microbial activity Microbial colonies Microbiomes Microorganisms Orchards Phyllosphere Plants (botany) Soil microbiology Trees |
Title | Investigating the spatiotemporal dynamics of apple tree phyllosphere bacterial and fungal communities across cultivars in orchards |
URI | https://www.ncbi.nlm.nih.gov/pubmed/38452350 https://www.proquest.com/docview/3062850029 https://www.proquest.com/docview/2954769711 |
Volume | 70 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lj9MwELZKKyQuiDfdLcggBIcSSGI3j2MXWC2ocGB3pb1ZduIsRd2ku22R4Miv4WcyEzuvskgLlyhK7Lzms2cmnvmGkGdKRhorDjjajzmm5DBHsiB1AjcOtRtknkoxG_njp-DgmH84mZz0er9aUUubtXqV_Lg0r-R_pArHQK6YJfsPkq0vCgdgH-QLW5AwbK8k4xZJhk16WpUB0pZvajFOTb35MlwDl6o1BpZr_J2xWBQrZBTQY2X4mi1nAOi505IypMwbQbbVsSw1aVnYdv4N_GD8RVJcmHSttm1bEx202CjO5g3RU-35FxvLXHBYLL_Ma2TNNjA-bfpNoy1mEsxqeEtnJpcFkluUs9pK4oKJbv-z8HkTW1XPw5EDpqAlwTZTL49AI_imjko1N5uiIhaDnYnWcMJYne0b0to_1QFDNtXk65mDVeIdtG8avVet9W-pwzpIsXSPWCygu8DuArtfIwMfHBK_TwbTvbd7-4OmWoZJCqverOJzZfHrzv079s-2FbDl25Q2ztEtctM6J3RqkHab9HR-h1w35Uq_3yU_O3ijgDfaxRut8EaLjJZ4o4g32sYbrfFGAW_U4I228EYN3miNNzrPaYW3e-R4_93RmwPH1vBwElANa0dzmQYZj8EmCkPlh1Jlik1UwhjXsWSRD0aan2RB4MooUYrHWZSGITjhMLOknmbsPunnRa4fEhq5UZxJT8EnTbmehHAdHmaul8IVJSiuIXlZfVmRWIJ7rLOyEJdKckie182Xhtnlbw2fopgEsqXkGI51KmE8iPeHn8UUnhRLlUV8SF7YRlkBN02kzW6BR0eCtU7L3U7LZDk_F62zo85ZmOyTTudRhRVhB_NKsDIPGtfXh-RJfRp7YgBlrovNSuByfhjEoecNyQODsfqtWcQnPpu4O1f9IrvkRjOqR6S_vtjoR2Cbr9VjOyx-AzDP6s8 |
linkProvider | EBSCOhost |
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=Investigating+the+spatiotemporal+dynamics+of+apple+tree+phyllosphere+bacterial+and+fungal+communities+across+cultivars+in+orchards&rft.jtitle=Canadian+journal+of+microbiology&rft.au=Boutin%2C+Sophie&rft.au=Lussier%2C+Ema&rft.au=Laforest-Lapointe%2C+Isabelle&rft.date=2024-06-01&rft.issn=0008-4166&rft.eissn=1480-3275&rft.volume=70&rft.issue=6&rft.spage=238&rft.epage=251&rft_id=info:doi/10.1139%2Fcjm-2023-0215&rft.externalDBID=n%2Fa&rft.externalDocID=10_1139_cjm_2023_0215 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0008-4166&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0008-4166&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0008-4166&client=summon |