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Factors associated with Diaphorina citri immigration into commercial citrus orchards in São Paulo State, Brazil
Seasonality often influences multiple aspects of vector‐borne plant diseases. With respect to the management of plant disease vectors, an understanding of the factors driving seasonal changes in vector flight activity may improve management outcomes by facilitating more proactive application of cont...
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Published in: | Journal of applied entomology (1986) 2021-05, Vol.145 (4), p.326-335 |
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description | Seasonality often influences multiple aspects of vector‐borne plant diseases. With respect to the management of plant disease vectors, an understanding of the factors driving seasonal changes in vector flight activity may improve management outcomes by facilitating more proactive application of control measures. One of the most challenging issues for citrus Huanglongbing management is to forecast when disease primary spread by bacteriliferous Diaphorina citri will occur. We monitored the temporal patterns of immigrating psyllids, using upwards of 1,200 traps spread among 9 citrus farms and checked on a weekly basis over 4 years. This dataset was analysed with a set of hierarchical models to estimate the effect of climatic variables on citrus foliage production (i.e. flush), and effects of climatic variables and citrus foliage dynamics on D. citri catches over the season. The results showed substantial seasonal variability in immigrating D. citri abundance, with the critical dispersal/migration period occurring between end of winter and spring. During this period, 65% of the total psyllids were collected on sticky traps. Seasonality of immigrating D. citri coincided with changes in certain climate variables, with negative effects of humidity and daily maximum temperatures, and a positive effect of rainfall amount in prior weeks. Maximum temperature and both daily minimum temperature and rainfall during prior weeks were also associated with new citrus flush production, which itself was positively related to immigrating D. citri abundance. Based on these results, citrus growers should be aware and intensify the frequency of psyllid control tactics (i.e. insecticide and/or kaolin sprays) during this period in order to prevent Ca. L. asiaticus transmission. These results are an important step towards developing the predictive framework needed to refine D. citri and huanglongbing management. |
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F. ; Tomaseto, Arthur F. ; Daugherty, Matthew P. ; Lopes, João R. S. ; Miranda, Marcelo P.</creator><creatorcontrib>Zorzenon, Fernando P. F. ; Tomaseto, Arthur F. ; Daugherty, Matthew P. ; Lopes, João R. S. ; Miranda, Marcelo P.</creatorcontrib><description>Seasonality often influences multiple aspects of vector‐borne plant diseases. With respect to the management of plant disease vectors, an understanding of the factors driving seasonal changes in vector flight activity may improve management outcomes by facilitating more proactive application of control measures. One of the most challenging issues for citrus Huanglongbing management is to forecast when disease primary spread by bacteriliferous Diaphorina citri will occur. We monitored the temporal patterns of immigrating psyllids, using upwards of 1,200 traps spread among 9 citrus farms and checked on a weekly basis over 4 years. This dataset was analysed with a set of hierarchical models to estimate the effect of climatic variables on citrus foliage production (i.e. flush), and effects of climatic variables and citrus foliage dynamics on D. citri catches over the season. The results showed substantial seasonal variability in immigrating D. citri abundance, with the critical dispersal/migration period occurring between end of winter and spring. During this period, 65% of the total psyllids were collected on sticky traps. Seasonality of immigrating D. citri coincided with changes in certain climate variables, with negative effects of humidity and daily maximum temperatures, and a positive effect of rainfall amount in prior weeks. Maximum temperature and both daily minimum temperature and rainfall during prior weeks were also associated with new citrus flush production, which itself was positively related to immigrating D. citri abundance. Based on these results, citrus growers should be aware and intensify the frequency of psyllid control tactics (i.e. insecticide and/or kaolin sprays) during this period in order to prevent Ca. L. asiaticus transmission. These results are an important step towards developing the predictive framework needed to refine D. citri and huanglongbing management.</description><identifier>ISSN: 0931-2048</identifier><identifier>EISSN: 1439-0418</identifier><identifier>DOI: 10.1111/jen.12851</identifier><language>eng</language><publisher>Berlin: Wiley Subscription Services, Inc</publisher><subject>abiotic and biotic factors ; Abundance ; Asian citrus psyllid ; Climate change ; Climate effects ; Diaphorina citri ; Disease management ; Dispersal ; Farms ; Flight activity ; Foliage ; Fruits ; huanglongbing ; Immigration ; Insecticides ; Kaolin ; Orchards ; Plant diseases ; Rainfall ; Seasonal variations ; Sprays ; Tactics ; Traps ; Vectors</subject><ispartof>Journal of applied entomology (1986), 2021-05, Vol.145 (4), p.326-335</ispartof><rights>2020 Wiley‐VCH GmbH</rights><rights>2021 Wiley‐VCH GmbH</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2971-1d3e2a367e6b6f4cef44353d4855995b83ac1803759869fe337310adb48dabf43</citedby><cites>FETCH-LOGICAL-c2971-1d3e2a367e6b6f4cef44353d4855995b83ac1803759869fe337310adb48dabf43</cites><orcidid>0000-0002-9542-4409 ; 0000-0002-3332-1842 ; 0000-0002-6989-4431 ; 0000-0003-1782-448X ; 0000-0002-9998-5473</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Zorzenon, Fernando P. F.</creatorcontrib><creatorcontrib>Tomaseto, Arthur F.</creatorcontrib><creatorcontrib>Daugherty, Matthew P.</creatorcontrib><creatorcontrib>Lopes, João R. S.</creatorcontrib><creatorcontrib>Miranda, Marcelo P.</creatorcontrib><title>Factors associated with Diaphorina citri immigration into commercial citrus orchards in São Paulo State, Brazil</title><title>Journal of applied entomology (1986)</title><description>Seasonality often influences multiple aspects of vector‐borne plant diseases. With respect to the management of plant disease vectors, an understanding of the factors driving seasonal changes in vector flight activity may improve management outcomes by facilitating more proactive application of control measures. One of the most challenging issues for citrus Huanglongbing management is to forecast when disease primary spread by bacteriliferous Diaphorina citri will occur. We monitored the temporal patterns of immigrating psyllids, using upwards of 1,200 traps spread among 9 citrus farms and checked on a weekly basis over 4 years. This dataset was analysed with a set of hierarchical models to estimate the effect of climatic variables on citrus foliage production (i.e. flush), and effects of climatic variables and citrus foliage dynamics on D. citri catches over the season. The results showed substantial seasonal variability in immigrating D. citri abundance, with the critical dispersal/migration period occurring between end of winter and spring. During this period, 65% of the total psyllids were collected on sticky traps. Seasonality of immigrating D. citri coincided with changes in certain climate variables, with negative effects of humidity and daily maximum temperatures, and a positive effect of rainfall amount in prior weeks. Maximum temperature and both daily minimum temperature and rainfall during prior weeks were also associated with new citrus flush production, which itself was positively related to immigrating D. citri abundance. Based on these results, citrus growers should be aware and intensify the frequency of psyllid control tactics (i.e. insecticide and/or kaolin sprays) during this period in order to prevent Ca. L. asiaticus transmission. These results are an important step towards developing the predictive framework needed to refine D. citri and huanglongbing management.</description><subject>abiotic and biotic factors</subject><subject>Abundance</subject><subject>Asian citrus psyllid</subject><subject>Climate change</subject><subject>Climate effects</subject><subject>Diaphorina citri</subject><subject>Disease management</subject><subject>Dispersal</subject><subject>Farms</subject><subject>Flight activity</subject><subject>Foliage</subject><subject>Fruits</subject><subject>huanglongbing</subject><subject>Immigration</subject><subject>Insecticides</subject><subject>Kaolin</subject><subject>Orchards</subject><subject>Plant diseases</subject><subject>Rainfall</subject><subject>Seasonal variations</subject><subject>Sprays</subject><subject>Tactics</subject><subject>Traps</subject><subject>Vectors</subject><issn>0931-2048</issn><issn>1439-0418</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp1kMtOwzAQRS0EEqWw4A8ssUIirR3beSyhtDxUAVJhbTmOQ10lcbAdVeV3-BR-DNOwZTazmHPvSAeAc4wmOMx0o9oJjjOGD8AIU5JHiOLsEIxQTnAUI5odgxPnNgjhhDI0At1CSG-sg8I5I7XwqoRb7dfwVotubaxuBZTaWw110-h3K7w2LdStN1CaplE2ZOo90TtorFwLW7pwh6vvLwNfRF8buPKh9greWPGp61NwVInaqbO_PQZvi_nr7D5aPt89zK6XkYzzFEe4JCoWJElVUiQVlaqilDBS0oyxPGdFRoTEGSIpy7MkrxQhKcFIlAXNSlFUlIzBxdDbWfPRK-f5xvS2DS95zHCc0JTmJFCXAyWtcc6qindWN8LuOEb8VygPQvleaGCnA7vVtdr9D_LH-dOQ-AG89XiR</recordid><startdate>202105</startdate><enddate>202105</enddate><creator>Zorzenon, Fernando P. F.</creator><creator>Tomaseto, Arthur F.</creator><creator>Daugherty, Matthew P.</creator><creator>Lopes, João R. S.</creator><creator>Miranda, Marcelo P.</creator><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QG</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><orcidid>https://orcid.org/0000-0002-9542-4409</orcidid><orcidid>https://orcid.org/0000-0002-3332-1842</orcidid><orcidid>https://orcid.org/0000-0002-6989-4431</orcidid><orcidid>https://orcid.org/0000-0003-1782-448X</orcidid><orcidid>https://orcid.org/0000-0002-9998-5473</orcidid></search><sort><creationdate>202105</creationdate><title>Factors associated with Diaphorina citri immigration into commercial citrus orchards in São Paulo State, Brazil</title><author>Zorzenon, Fernando P. F. ; Tomaseto, Arthur F. ; Daugherty, Matthew P. ; Lopes, João R. S. ; Miranda, Marcelo P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2971-1d3e2a367e6b6f4cef44353d4855995b83ac1803759869fe337310adb48dabf43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>abiotic and biotic factors</topic><topic>Abundance</topic><topic>Asian citrus psyllid</topic><topic>Climate change</topic><topic>Climate effects</topic><topic>Diaphorina citri</topic><topic>Disease management</topic><topic>Dispersal</topic><topic>Farms</topic><topic>Flight activity</topic><topic>Foliage</topic><topic>Fruits</topic><topic>huanglongbing</topic><topic>Immigration</topic><topic>Insecticides</topic><topic>Kaolin</topic><topic>Orchards</topic><topic>Plant diseases</topic><topic>Rainfall</topic><topic>Seasonal variations</topic><topic>Sprays</topic><topic>Tactics</topic><topic>Traps</topic><topic>Vectors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zorzenon, Fernando P. F.</creatorcontrib><creatorcontrib>Tomaseto, Arthur F.</creatorcontrib><creatorcontrib>Daugherty, Matthew P.</creatorcontrib><creatorcontrib>Lopes, João R. S.</creatorcontrib><creatorcontrib>Miranda, Marcelo P.</creatorcontrib><collection>CrossRef</collection><collection>Animal Behavior Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Journal of applied entomology (1986)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zorzenon, Fernando P. F.</au><au>Tomaseto, Arthur F.</au><au>Daugherty, Matthew P.</au><au>Lopes, João R. S.</au><au>Miranda, Marcelo P.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Factors associated with Diaphorina citri immigration into commercial citrus orchards in São Paulo State, Brazil</atitle><jtitle>Journal of applied entomology (1986)</jtitle><date>2021-05</date><risdate>2021</risdate><volume>145</volume><issue>4</issue><spage>326</spage><epage>335</epage><pages>326-335</pages><issn>0931-2048</issn><eissn>1439-0418</eissn><abstract>Seasonality often influences multiple aspects of vector‐borne plant diseases. With respect to the management of plant disease vectors, an understanding of the factors driving seasonal changes in vector flight activity may improve management outcomes by facilitating more proactive application of control measures. One of the most challenging issues for citrus Huanglongbing management is to forecast when disease primary spread by bacteriliferous Diaphorina citri will occur. We monitored the temporal patterns of immigrating psyllids, using upwards of 1,200 traps spread among 9 citrus farms and checked on a weekly basis over 4 years. This dataset was analysed with a set of hierarchical models to estimate the effect of climatic variables on citrus foliage production (i.e. flush), and effects of climatic variables and citrus foliage dynamics on D. citri catches over the season. The results showed substantial seasonal variability in immigrating D. citri abundance, with the critical dispersal/migration period occurring between end of winter and spring. During this period, 65% of the total psyllids were collected on sticky traps. Seasonality of immigrating D. citri coincided with changes in certain climate variables, with negative effects of humidity and daily maximum temperatures, and a positive effect of rainfall amount in prior weeks. Maximum temperature and both daily minimum temperature and rainfall during prior weeks were also associated with new citrus flush production, which itself was positively related to immigrating D. citri abundance. Based on these results, citrus growers should be aware and intensify the frequency of psyllid control tactics (i.e. insecticide and/or kaolin sprays) during this period in order to prevent Ca. L. asiaticus transmission. These results are an important step towards developing the predictive framework needed to refine D. citri and huanglongbing management.</abstract><cop>Berlin</cop><pub>Wiley Subscription Services, Inc</pub><doi>10.1111/jen.12851</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-9542-4409</orcidid><orcidid>https://orcid.org/0000-0002-3332-1842</orcidid><orcidid>https://orcid.org/0000-0002-6989-4431</orcidid><orcidid>https://orcid.org/0000-0003-1782-448X</orcidid><orcidid>https://orcid.org/0000-0002-9998-5473</orcidid></addata></record> |
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subjects | abiotic and biotic factors Abundance Asian citrus psyllid Climate change Climate effects Diaphorina citri Disease management Dispersal Farms Flight activity Foliage Fruits huanglongbing Immigration Insecticides Kaolin Orchards Plant diseases Rainfall Seasonal variations Sprays Tactics Traps Vectors |
title | Factors associated with Diaphorina citri immigration into commercial citrus orchards in São Paulo State, Brazil |
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