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Climate suitability of the Mediterranean Basin for citrus black spot disease (Phyllosticta citricarpa) based on a generic infection model
Citrus black spot (CBS), caused by the fungus Phyllosticta citricarpa , is associated with serious yield and quality losses. The climate suitability of the Mediterranean Basin for CBS development has been long debated. However, CBS has been described in Tunisia. In this study, a generic model was us...
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Published in: | Scientific reports 2022-11, Vol.12 (1), p.19876-16, Article 19876 |
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description | Citrus black spot (CBS), caused by the fungus
Phyllosticta citricarpa
, is associated with serious yield and quality losses. The climate suitability of the Mediterranean Basin for CBS development has been long debated. However, CBS has been described in Tunisia. In this study, a generic model was used to simulate potential infections by ascospores and pycnidiospores together with a degree-day model to predict the onset of ascospore release. High-resolution climatic data were retrieved from the ERA5-Land dataset for the citrus-growing regions in the Mediterranean Basin and other locations where CBS is present. In general, the onset of ascospore release was predicted to occur late in spring, but there is no agreement on the adequacy of this empirical model for extrapolation to the Mediterranean Basin. The generic model indicated that infections by ascospores and pycnidiospores would be concentrated mainly in autumn, as well as in spring for pycnidiospores. In contrast to previous studies, the percentage of hours suitable for infection was higher for pycnidiospores than for ascospores. The values obtained with the generic infection model for Tunisia and several CBS-affected locations worldwide were similar to those for other citrus-growing regions in Europe and Northern Africa. These results support previous work indicating that the climate of the Mediterranean Basin is suitable for CBS development. |
doi_str_mv | 10.1038/s41598-022-22775-z |
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Phyllosticta citricarpa
, is associated with serious yield and quality losses. The climate suitability of the Mediterranean Basin for CBS development has been long debated. However, CBS has been described in Tunisia. In this study, a generic model was used to simulate potential infections by ascospores and pycnidiospores together with a degree-day model to predict the onset of ascospore release. High-resolution climatic data were retrieved from the ERA5-Land dataset for the citrus-growing regions in the Mediterranean Basin and other locations where CBS is present. In general, the onset of ascospore release was predicted to occur late in spring, but there is no agreement on the adequacy of this empirical model for extrapolation to the Mediterranean Basin. The generic model indicated that infections by ascospores and pycnidiospores would be concentrated mainly in autumn, as well as in spring for pycnidiospores. In contrast to previous studies, the percentage of hours suitable for infection was higher for pycnidiospores than for ascospores. The values obtained with the generic infection model for Tunisia and several CBS-affected locations worldwide were similar to those for other citrus-growing regions in Europe and Northern Africa. These results support previous work indicating that the climate of the Mediterranean Basin is suitable for CBS development.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-022-22775-z</identifier><identifier>PMID: 36400797</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/449 ; 631/449/2668 ; Ascomycota ; Ascospores ; Black spot ; Citrus - microbiology ; Climatic data ; Fruits ; Humanities and Social Sciences ; Infections ; multidisciplinary ; Phyllosticta citricarpa ; Plant Diseases - microbiology ; Pycnidiospores ; Science ; Science (multidisciplinary) ; Spores, Fungal ; Spring ; Tunisia</subject><ispartof>Scientific reports, 2022-11, Vol.12 (1), p.19876-16, Article 19876</ispartof><rights>The Author(s) 2022</rights><rights>2022. The Author(s).</rights><rights>The Author(s) 2022. 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.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-120bf29c9d4ab4794d9a7a5b6d7374d56feed1177ec06cf684b7c4d012b83cc43</citedby><cites>FETCH-LOGICAL-c540t-120bf29c9d4ab4794d9a7a5b6d7374d56feed1177ec06cf684b7c4d012b83cc43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2737612227/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2737612227?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,25734,27905,27906,36993,36994,44571,53772,53774,74875</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36400797$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Galvañ, Anaïs</creatorcontrib><creatorcontrib>Boughalleb-M’Hamdi, Naima</creatorcontrib><creatorcontrib>Benfradj, Najwa</creatorcontrib><creatorcontrib>Mannai, Sabrine</creatorcontrib><creatorcontrib>Lázaro, Elena</creatorcontrib><creatorcontrib>Vicent, Antonio</creatorcontrib><title>Climate suitability of the Mediterranean Basin for citrus black spot disease (Phyllosticta citricarpa) based on a generic infection model</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Citrus black spot (CBS), caused by the fungus
Phyllosticta citricarpa
, is associated with serious yield and quality losses. The climate suitability of the Mediterranean Basin for CBS development has been long debated. However, CBS has been described in Tunisia. In this study, a generic model was used to simulate potential infections by ascospores and pycnidiospores together with a degree-day model to predict the onset of ascospore release. High-resolution climatic data were retrieved from the ERA5-Land dataset for the citrus-growing regions in the Mediterranean Basin and other locations where CBS is present. In general, the onset of ascospore release was predicted to occur late in spring, but there is no agreement on the adequacy of this empirical model for extrapolation to the Mediterranean Basin. The generic model indicated that infections by ascospores and pycnidiospores would be concentrated mainly in autumn, as well as in spring for pycnidiospores. In contrast to previous studies, the percentage of hours suitable for infection was higher for pycnidiospores than for ascospores. The values obtained with the generic infection model for Tunisia and several CBS-affected locations worldwide were similar to those for other citrus-growing regions in Europe and Northern Africa. These results support previous work indicating that the climate of the Mediterranean Basin is suitable for CBS development.</description><subject>631/449</subject><subject>631/449/2668</subject><subject>Ascomycota</subject><subject>Ascospores</subject><subject>Black spot</subject><subject>Citrus - microbiology</subject><subject>Climatic data</subject><subject>Fruits</subject><subject>Humanities and Social Sciences</subject><subject>Infections</subject><subject>multidisciplinary</subject><subject>Phyllosticta citricarpa</subject><subject>Plant Diseases - microbiology</subject><subject>Pycnidiospores</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Spores, Fungal</subject><subject>Spring</subject><subject>Tunisia</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9kk1vEzEQhlcIRKvSP8ABWeJSDgv-2vX6ggQRLZWK4ABnyx-ziYOzDrYXKf0H_GvcpJSWA77YmnnmHc_obZrnBL8mmA1vMiedHFpMaUupEF17_ag5pph3LWWUPr73PmpOc17jejoqOZFPmyPWc4yFFMfNr0XwG10A5dkXbXzwZYfiiMoK0CdwvkBKegI9ofc6-wmNMSHrS5ozMkHb7yhvY0HOZ9AZ0NmX1S6EmIu3Re85b3Xa6lfI1LRDcUIaLWGCGkd-GsEWX2Ob6CA8a56MOmQ4vb1Pmm_nH74uPrZXny8uF--uWttxXFpCsRmptNJxbbiQ3EktdGd6J5jgrutHAEeIEGBxb8d-4EZY7jChZmDWcnbSXB50XdRrtU11_LRTUXu1D8S0VDrVAQIoYzAzho9AR-DMMNNjh40dbE-sHByuWm8PWtvZbMBZmErS4YHow8zkV2oZfyrZC95LWgXObgVS_DFDLmrjs4UQ6s7jnBUVbCCDkLKr6Mt_0HWc01RXdUOJntDqg0rRA2VTzDnBePcZgtWNcdTBOKoaR-2No65r0Yv7Y9yV_LFJBdgByDU1LSH97f0f2d-VldID</recordid><startdate>20221118</startdate><enddate>20221118</enddate><creator>Galvañ, Anaïs</creator><creator>Boughalleb-M’Hamdi, Naima</creator><creator>Benfradj, Najwa</creator><creator>Mannai, Sabrine</creator><creator>Lázaro, Elena</creator><creator>Vicent, Antonio</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><general>Nature Portfolio</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20221118</creationdate><title>Climate suitability of the Mediterranean Basin for citrus black spot disease (Phyllosticta citricarpa) based on a generic infection model</title><author>Galvañ, Anaïs ; 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Phyllosticta citricarpa
, is associated with serious yield and quality losses. The climate suitability of the Mediterranean Basin for CBS development has been long debated. However, CBS has been described in Tunisia. In this study, a generic model was used to simulate potential infections by ascospores and pycnidiospores together with a degree-day model to predict the onset of ascospore release. High-resolution climatic data were retrieved from the ERA5-Land dataset for the citrus-growing regions in the Mediterranean Basin and other locations where CBS is present. In general, the onset of ascospore release was predicted to occur late in spring, but there is no agreement on the adequacy of this empirical model for extrapolation to the Mediterranean Basin. The generic model indicated that infections by ascospores and pycnidiospores would be concentrated mainly in autumn, as well as in spring for pycnidiospores. In contrast to previous studies, the percentage of hours suitable for infection was higher for pycnidiospores than for ascospores. The values obtained with the generic infection model for Tunisia and several CBS-affected locations worldwide were similar to those for other citrus-growing regions in Europe and Northern Africa. These results support previous work indicating that the climate of the Mediterranean Basin is suitable for CBS development.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>36400797</pmid><doi>10.1038/s41598-022-22775-z</doi><tpages>16</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 631/449 631/449/2668 Ascomycota Ascospores Black spot Citrus - microbiology Climatic data Fruits Humanities and Social Sciences Infections multidisciplinary Phyllosticta citricarpa Plant Diseases - microbiology Pycnidiospores Science Science (multidisciplinary) Spores, Fungal Spring Tunisia |
title | Climate suitability of the Mediterranean Basin for citrus black spot disease (Phyllosticta citricarpa) based on a generic infection model |
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