BLIGHTSIM: A New Potato Late Blight Model Simulating the Response of Phytophthora infestans to Diurnal Temperature and Humidity Fluctuations in Relation to Climate Change.
Identifieur interne : 000289 ( Main/Exploration ); précédent : 000288; suivant : 000290BLIGHTSIM: A New Potato Late Blight Model Simulating the Response of Phytophthora infestans to Diurnal Temperature and Humidity Fluctuations in Relation to Climate Change.
Auteurs : Hossein A. Narouei-Khandan [États-Unis, Nouvelle-Zélande] ; Shankar K. Shakya [États-Unis] ; Karen A. Garrett [États-Unis] ; Erica M. Goss [États-Unis] ; Nicholas S. Dufault [États-Unis] ; Jorge L. Andrade-Piedra [Pérou] ; Senthold Asseng [États-Unis] ; Daniel Wallach [France] ; Ariena H C Van Bruggen [États-Unis]Source :
- Pathogens (Basel, Switzerland) [ 2076-0817 ] ; 2020.
Abstract
Temperature response curves under diurnal oscillating temperatures differ from those under constant conditions for all stages of the Phytophthora infestans infection cycle on potatoes. We developed a mechanistic model (BLIGHTSIM) with an hourly time step to simulate late blight under fluctuating environmental conditions and predict late blight epidemics in potato fields. BLIGHTSIM is a modified susceptible (S), latent (L), infectious (I) and removed (R) compartmental model with hourly temperature and relative humidity as driving variables. The model was calibrated with growth chamber data covering one infection cycle and validated with field data from Ecuador. The model provided a good fit to all data sets evaluated. There was a significant interaction between average temperature and amplitude in their effects on the area under the disease progress curve (AUDPC) as predicted from growth chamber data on a single infection cycle. BLIGHTSIM can be incorporated in a potato growth model to study effects of diurnal temperature range on late blight impact under climate change scenarios.
DOI: 10.3390/pathogens9080659
PubMed: 32824250
PubMed Central: PMC7459445
Affiliations:
- France, Nouvelle-Zélande, Pérou, États-Unis
- Floride, Midi-Pyrénées, Occitanie (région administrative)
- Castanet Tolosan
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Box 110180, Gainesville, FL 32611-0180, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Food Systems Institute, University of Florida, P.O. Box 110180, Gainesville, FL 32611-0180</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Goss, Erica M" sort="Goss, Erica M" uniqKey="Goss E" first="Erica M" last="Goss">Erica M. Goss</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Dufault, Nicholas S" sort="Dufault, Nicholas S" uniqKey="Dufault N" first="Nicholas S" last="Dufault">Nicholas S. Dufault</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Andrade Piedra, Jorge L" sort="Andrade Piedra, Jorge L" uniqKey="Andrade Piedra J" first="Jorge L" last="Andrade-Piedra">Jorge L. Andrade-Piedra</name><affiliation wicri:level="1"><nlm:affiliation>International Potato Center (CIP) and CGIAR Research Program on Roots Tubers and Bananas (RTB), P.O. Box 1558, Lima 12, Peru.</nlm:affiliation><country xml:lang="fr">Pérou</country><wicri:regionArea>International Potato Center (CIP) and CGIAR Research Program on Roots Tubers and Bananas (RTB), P.O. Box 1558, Lima 12</wicri:regionArea><wicri:noRegion>Lima 12</wicri:noRegion></affiliation></author><author><name sortKey="Asseng, Senthold" sort="Asseng, Senthold" uniqKey="Asseng S" first="Senthold" last="Asseng">Senthold Asseng</name><affiliation wicri:level="2"><nlm:affiliation>Department of Agricultural and Biological Engineering, University of Florida, 224 Frazier Rogers Hall, P.O. Box 110570, Gainesville, FL 32611-0570, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Agricultural and Biological Engineering, University of Florida, 224 Frazier Rogers Hall, P.O. Box 110570, Gainesville, FL 32611-0570</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Wallach, Daniel" sort="Wallach, Daniel" uniqKey="Wallach D" first="Daniel" last="Wallach">Daniel Wallach</name><affiliation wicri:level="3"><nlm:affiliation>Institut National de la Recherche Agronomique (INRA), UMR AGIR, BP 52627, 31326 Castanet Tolosan Cedex, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>Institut National de la Recherche Agronomique (INRA), UMR AGIR, BP 52627, 31326 Castanet Tolosan Cedex</wicri:regionArea><placeName><region type="region" nuts="2">Occitanie (région administrative)</region><region type="old region" nuts="2">Midi-Pyrénées</region><settlement type="city">Castanet Tolosan</settlement></placeName></affiliation></author><author><name sortKey="Bruggen, Ariena H C Van" sort="Bruggen, Ariena H C Van" uniqKey="Bruggen A" first="Ariena H C Van" last="Bruggen">Ariena H C Van Bruggen</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. 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Narouei-Khandan</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="1"><nlm:affiliation>Ministry for Primary Industries, P.O. Box 2526, Wellington 6146, New Zealand.</nlm:affiliation><country xml:lang="fr">Nouvelle-Zélande</country><wicri:regionArea>Ministry for Primary Industries, P.O. Box 2526, Wellington 6146</wicri:regionArea><wicri:noRegion>Wellington 6146</wicri:noRegion></affiliation></author><author><name sortKey="Shakya, Shankar K" sort="Shakya, Shankar K" uniqKey="Shakya S" first="Shankar K" last="Shakya">Shankar K. Shakya</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Garrett, Karen A" sort="Garrett, Karen A" uniqKey="Garrett K" first="Karen A" last="Garrett">Karen A. Garrett</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>Food Systems Institute, University of Florida, P.O. Box 110180, Gainesville, FL 32611-0180, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Food Systems Institute, University of Florida, P.O. Box 110180, Gainesville, FL 32611-0180</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Goss, Erica M" sort="Goss, Erica M" uniqKey="Goss E" first="Erica M" last="Goss">Erica M. Goss</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Dufault, Nicholas S" sort="Dufault, Nicholas S" uniqKey="Dufault N" first="Nicholas S" last="Dufault">Nicholas S. Dufault</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Andrade Piedra, Jorge L" sort="Andrade Piedra, Jorge L" uniqKey="Andrade Piedra J" first="Jorge L" last="Andrade-Piedra">Jorge L. Andrade-Piedra</name><affiliation wicri:level="1"><nlm:affiliation>International Potato Center (CIP) and CGIAR Research Program on Roots Tubers and Bananas (RTB), P.O. Box 1558, Lima 12, Peru.</nlm:affiliation><country xml:lang="fr">Pérou</country><wicri:regionArea>International Potato Center (CIP) and CGIAR Research Program on Roots Tubers and Bananas (RTB), P.O. Box 1558, Lima 12</wicri:regionArea><wicri:noRegion>Lima 12</wicri:noRegion></affiliation></author><author><name sortKey="Asseng, Senthold" sort="Asseng, Senthold" uniqKey="Asseng S" first="Senthold" last="Asseng">Senthold Asseng</name><affiliation wicri:level="2"><nlm:affiliation>Department of Agricultural and Biological Engineering, University of Florida, 224 Frazier Rogers Hall, P.O. Box 110570, Gainesville, FL 32611-0570, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Agricultural and Biological Engineering, University of Florida, 224 Frazier Rogers Hall, P.O. Box 110570, Gainesville, FL 32611-0570</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Wallach, Daniel" sort="Wallach, Daniel" uniqKey="Wallach D" first="Daniel" last="Wallach">Daniel Wallach</name><affiliation wicri:level="3"><nlm:affiliation>Institut National de la Recherche Agronomique (INRA), UMR AGIR, BP 52627, 31326 Castanet Tolosan Cedex, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>Institut National de la Recherche Agronomique (INRA), UMR AGIR, BP 52627, 31326 Castanet Tolosan Cedex</wicri:regionArea><placeName><region type="region" nuts="2">Occitanie (région administrative)</region><region type="old region" nuts="2">Midi-Pyrénées</region><settlement type="city">Castanet Tolosan</settlement></placeName></affiliation></author><author><name sortKey="Bruggen, Ariena H C Van" sort="Bruggen, Ariena H C Van" uniqKey="Bruggen A" first="Ariena H C Van" last="Bruggen">Ariena H C Van Bruggen</name><affiliation wicri:level="2"><nlm:affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author></analytic><series><title level="j">Pathogens (Basel, Switzerland)</title><idno type="ISSN">2076-0817</idno><imprint><date when="2020" type="published">2020</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Temperature response curves under diurnal oscillating temperatures differ from those under constant conditions for all stages of the <i>Phytophthora infestans</i> infection cycle on potatoes. We developed a mechanistic model (BLIGHTSIM) with an hourly time step to simulate late blight under fluctuating environmental conditions and predict late blight epidemics in potato fields. BLIGHTSIM is a modified susceptible (S), latent (L), infectious (I) and removed (R) compartmental model with hourly temperature and relative humidity as driving variables. The model was calibrated with growth chamber data covering one infection cycle and validated with field data from Ecuador. The model provided a good fit to all data sets evaluated. There was a significant interaction between average temperature and amplitude in their effects on the area under the disease progress curve (AUDPC) as predicted from growth chamber data on a single infection cycle. BLIGHTSIM can be incorporated in a potato growth model to study effects of diurnal temperature range on late blight impact under climate change scenarios.</div></front></TEI><pubmed><MedlineCitation Status="PubMed-not-MEDLINE" Owner="NLM"><PMID Version="1">32824250</PMID><DateRevised><Year>2020</Year><Month>09</Month><Day>28</Day></DateRevised><Article PubModel="Electronic"><Journal><ISSN IssnType="Print">2076-0817</ISSN><JournalIssue CitedMedium="Print"><Volume>9</Volume><Issue>8</Issue><PubDate><Year>2020</Year><Month>Aug</Month><Day>15</Day></PubDate></JournalIssue><Title>Pathogens (Basel, Switzerland)</Title><ISOAbbreviation>Pathogens</ISOAbbreviation></Journal><ArticleTitle>BLIGHTSIM: A New Potato Late Blight Model Simulating the Response of <i>Phytophthora infestans</i> to Diurnal Temperature and Humidity Fluctuations in Relation to Climate Change.</ArticleTitle><ELocationID EIdType="pii" ValidYN="Y">E659</ELocationID><ELocationID EIdType="doi" ValidYN="Y">10.3390/pathogens9080659</ELocationID><Abstract><AbstractText>Temperature response curves under diurnal oscillating temperatures differ from those under constant conditions for all stages of the <i>Phytophthora infestans</i> infection cycle on potatoes. We developed a mechanistic model (BLIGHTSIM) with an hourly time step to simulate late blight under fluctuating environmental conditions and predict late blight epidemics in potato fields. BLIGHTSIM is a modified susceptible (S), latent (L), infectious (I) and removed (R) compartmental model with hourly temperature and relative humidity as driving variables. The model was calibrated with growth chamber data covering one infection cycle and validated with field data from Ecuador. The model provided a good fit to all data sets evaluated. There was a significant interaction between average temperature and amplitude in their effects on the area under the disease progress curve (AUDPC) as predicted from growth chamber data on a single infection cycle. BLIGHTSIM can be incorporated in a potato growth model to study effects of diurnal temperature range on late blight impact under climate change scenarios.</AbstractText></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Narouei-Khandan</LastName><ForeName>Hossein A</ForeName><Initials>HA</Initials><Identifier Source="ORCID">0000-0002-4218-5934</Identifier><AffiliationInfo><Affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Ministry for Primary Industries, P.O. Box 2526, Wellington 6146, New Zealand.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Shakya</LastName><ForeName>Shankar K</ForeName><Initials>SK</Initials><Identifier Source="ORCID">0000-0002-8439-9009</Identifier><AffiliationInfo><Affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Garrett</LastName><ForeName>Karen A</ForeName><Initials>KA</Initials><AffiliationInfo><Affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Food Systems Institute, University of Florida, P.O. Box 110180, Gainesville, FL 32611-0180, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Goss</LastName><ForeName>Erica M</ForeName><Initials>EM</Initials><AffiliationInfo><Affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Dufault</LastName><ForeName>Nicholas S</ForeName><Initials>NS</Initials><AffiliationInfo><Affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Andrade-Piedra</LastName><ForeName>Jorge L</ForeName><Initials>JL</Initials><Identifier Source="ORCID">0000-0001-7617-0506</Identifier><AffiliationInfo><Affiliation>International Potato Center (CIP) and CGIAR Research Program on Roots Tubers and Bananas (RTB), P.O. Box 1558, Lima 12, Peru.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Asseng</LastName><ForeName>Senthold</ForeName><Initials>S</Initials><Identifier Source="ORCID">0000-0002-7583-3811</Identifier><AffiliationInfo><Affiliation>Department of Agricultural and Biological Engineering, University of Florida, 224 Frazier Rogers Hall, P.O. Box 110570, Gainesville, FL 32611-0570, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Wallach</LastName><ForeName>Daniel</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Institut National de la Recherche Agronomique (INRA), UMR AGIR, BP 52627, 31326 Castanet Tolosan Cedex, France.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Bruggen</LastName><ForeName>Ariena H C van</ForeName><Initials>AHCV</Initials><AffiliationInfo><Affiliation>Department of Plant Pathology, University of Florida, 1450 Fifield Hall, P.O. Box 110680, Gainesville, FL 32611-0680, USA.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Emerging Pathogens Institute, University of Florida, Gainesville, 2055 Mowry Road, P.O. Box 100009, Gainesville, FL 32610, USA.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><GrantList CompleteYN="Y"><Grant><GrantID>N/A</GrantID><Agency>Esther B. O'Keeffe Foundation</Agency><Country></Country></Grant><Grant><GrantID>N/A</GrantID><Agency>US-AID linkage fund project</Agency><Country></Country></Grant></GrantList><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2020</Year><Month>08</Month><Day>15</Day></ArticleDate></Article><MedlineJournalInfo><Country>Switzerland</Country><MedlineTA>Pathogens</MedlineTA><NlmUniqueID>101596317</NlmUniqueID><ISSNLinking>2076-0817</ISSNLinking></MedlineJournalInfo><KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">R</Keyword><Keyword MajorTopicYN="N">SEIR model</Keyword><Keyword MajorTopicYN="N">Simulation model</Keyword><Keyword MajorTopicYN="N">lesion growth</Keyword><Keyword MajorTopicYN="N">oscillating temperatures</Keyword><Keyword MajorTopicYN="N">relative reproductive rate</Keyword></KeywordList></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2020</Year><Month>06</Month><Day>19</Day></PubMedPubDate><PubMedPubDate PubStatus="revised"><Year>2020</Year><Month>08</Month><Day>11</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2020</Year><Month>08</Month><Day>12</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2020</Year><Month>8</Month><Day>23</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2020</Year><Month>8</Month><Day>23</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2020</Year><Month>8</Month><Day>23</Day><Hour>6</Hour><Minute>1</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">32824250</ArticleId><ArticleId IdType="pii">pathogens9080659</ArticleId><ArticleId IdType="doi">10.3390/pathogens9080659</ArticleId><ArticleId IdType="pmc">PMC7459445</ArticleId></ArticleIdList><ReferenceList><Reference><Citation>Plant 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administrative)</li></region><settlement><li>Castanet Tolosan</li></settlement></list><tree><country name="États-Unis"><region name="Floride"><name sortKey="Narouei Khandan, Hossein A" sort="Narouei Khandan, Hossein A" uniqKey="Narouei Khandan H" first="Hossein A" last="Narouei-Khandan">Hossein A. Narouei-Khandan</name></region><name sortKey="Asseng, Senthold" sort="Asseng, Senthold" uniqKey="Asseng S" first="Senthold" last="Asseng">Senthold Asseng</name><name sortKey="Bruggen, Ariena H C Van" sort="Bruggen, Ariena H C Van" uniqKey="Bruggen A" first="Ariena H C Van" last="Bruggen">Ariena H C Van Bruggen</name><name sortKey="Bruggen, Ariena H C Van" sort="Bruggen, Ariena H C Van" uniqKey="Bruggen A" first="Ariena H C Van" last="Bruggen">Ariena H C Van Bruggen</name><name sortKey="Dufault, Nicholas S" sort="Dufault, Nicholas S" uniqKey="Dufault N" first="Nicholas S" last="Dufault">Nicholas S. Dufault</name><name sortKey="Garrett, Karen A" sort="Garrett, Karen A" uniqKey="Garrett K" first="Karen A" last="Garrett">Karen A. Garrett</name><name sortKey="Garrett, Karen A" sort="Garrett, Karen A" uniqKey="Garrett K" first="Karen A" last="Garrett">Karen A. Garrett</name><name sortKey="Garrett, Karen A" sort="Garrett, Karen A" uniqKey="Garrett K" first="Karen A" last="Garrett">Karen A. Garrett</name><name sortKey="Goss, Erica M" sort="Goss, Erica M" uniqKey="Goss E" first="Erica M" last="Goss">Erica M. Goss</name><name sortKey="Goss, Erica M" sort="Goss, Erica M" uniqKey="Goss E" first="Erica M" last="Goss">Erica M. Goss</name><name sortKey="Narouei Khandan, Hossein A" sort="Narouei Khandan, Hossein A" uniqKey="Narouei Khandan H" first="Hossein A" last="Narouei-Khandan">Hossein A. Narouei-Khandan</name><name sortKey="Shakya, Shankar K" sort="Shakya, Shankar K" uniqKey="Shakya S" first="Shankar K" last="Shakya">Shankar K. Shakya</name></country><country name="Nouvelle-Zélande"><noRegion><name sortKey="Narouei Khandan, Hossein A" sort="Narouei Khandan, Hossein A" uniqKey="Narouei Khandan H" first="Hossein A" last="Narouei-Khandan">Hossein A. Narouei-Khandan</name></noRegion></country><country name="Pérou"><noRegion><name sortKey="Andrade Piedra, Jorge L" sort="Andrade Piedra, Jorge L" uniqKey="Andrade Piedra J" first="Jorge L" last="Andrade-Piedra">Jorge L. Andrade-Piedra</name></noRegion></country><country name="France"><region name="Occitanie (région administrative)"><name sortKey="Wallach, Daniel" sort="Wallach, Daniel" uniqKey="Wallach D" first="Daniel" last="Wallach">Daniel Wallach</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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