Development and evaluation of a model for management of brown rot in organic apple orchards
Temporal development of brown rot (Monilinia fructigena) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from 2002 to 2006. The three-parameter logistic function gave the best fit to brown rot over four non-linear growth functions in all cultivars, ye...
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Published in | European journal of plant pathology Vol. 129; no. 3; pp. 469 - 483 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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Dordrecht : Springer Netherlands
01.03.2011
Springer Netherlands Springer Springer Nature B.V |
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Abstract | Temporal development of brown rot (Monilinia fructigena) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from 2002 to 2006. The three-parameter logistic function gave the best fit to brown rot over four non-linear growth functions in all cultivars, years and orchards. Depending on location, year and cultivar, disease increased continuously from 6 to 8 weeks before harvest up to harvest, reaching 19-37% of disease incidence. Disease variables of Y f , the final disease incidence; β, relative rate of disease progress; AUDPC S , standardized area under disease progress curve; T ₁.₅ , the time when disease incidence reaches 1.5% (day), and M, the inflection point were derived from the three-parameter logistic function. The disease variables of Y f , β, and AUDPC S were used in a computer simulation for predicting temporal brown rot development, and the disease variables of T ₁.₅ , M, and Y f were used to determine threshold values for epidemic intensity. Afterwards these were used to construct a fundamental model for developing a brown rot forecasting and management strategy (BRFMS). The fundamental model contained four parts: i) data insertion and analyses by computer simulation of pathogen submodels, ii) calculation of yield loss threshold levels based on disease incidence, iii) determination of epidemic intensity levels and iv) a decision module with suggestions for disease management practices for each epidemic intensity level. The fundamental model was supplemented with the prediction of occurrence of the first fruit rot symptoms and with the insect injury prediction related to brown rot development in order to complete a BRFMS for organic apple orchards. In a 3-year field evaluation from 2006 to 2008, season-long application of BRFMS treatments reduced the number of sprays against brown rot by 22-33% compared with the treatments of general spray schedules against brown rot. |
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AbstractList | Temporal development of brown rot (
Monilinia fructigena
) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from 2002 to 2006. The three-parameter logistic function gave the best fit to brown rot over four non-linear growth functions in all cultivars, years and orchards. Depending on location, year and cultivar, disease increased continuously from 6 to 8 weeks before harvest up to harvest, reaching 19–37% of disease incidence. Disease variables of
Y
f
, the final disease incidence;
β
, relative rate of disease progress;
AUDPC
S
, standardized area under disease progress curve;
T
1.5
, the time when disease incidence reaches 1.5% (day), and
M
, the inflection point were derived from the three-parameter logistic function. The disease variables of
Y
f
,
β
, and
AUDPC
S
were used in a computer simulation for predicting temporal brown rot development, and the disease variables of
T
1.5
,
M
, and
Y
f
were used to determine threshold values for epidemic intensity. Afterwards these were used to construct a fundamental model for developing a brown rot forecasting and management strategy (BRFMS). The fundamental model contained four parts: i) data insertion and analyses by computer simulation of pathogen submodels, ii) calculation of yield loss threshold levels based on disease incidence, iii) determination of epidemic intensity levels and iv) a decision module with suggestions for disease management practices for each epidemic intensity level. The fundamental model was supplemented with the prediction of occurrence of the first fruit rot symptoms and with the insect injury prediction related to brown rot development in order to complete a BRFMS for organic apple orchards. In a 3-year field evaluation from 2006 to 2008, season-long application of BRFMS treatments reduced the number of sprays against brown rot by 22–33% compared with the treatments of general spray schedules against brown rot. Temporal development of brown rot (Monilinia fructigena) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from 2002 to 2006. The three-parameter logistic function gave the best fit to brown rot over four non-linear growth functions in all cultivars, years and orchards. Depending on location, year and cultivar, disease increased continuously from 6 to 8 weeks before harvest up to harvest, reaching 19--37% of disease incidence. Disease variables of Y f , the final disease incidence; Delta *b, relative rate of disease progress; AUDPC S , standardized area under disease progress curve; T 1.5 , the time when disease incidence reaches 1.5% (day), and M, the inflection point were derived from the three-parameter logistic function. The disease variables of Y f , Delta *b, and AUDPC S were used in a computer simulation for predicting temporal brown rot development, and the disease variables of T 1.5 , M, and Y f were used to determine threshold values for epidemic intensity. Afterwards these were used to construct a fundamental model for developing a brown rot forecasting and management strategy (BRFMS). The fundamental model contained four parts: i) data insertion and analyses by computer simulation of pathogen submodels, ii) calculation of yield loss threshold levels based on disease incidence, iii) determination of epidemic intensity levels and iv) a decision module with suggestions for disease management practices for each epidemic intensity level. The fundamental model was supplemented with the prediction of occurrence of the first fruit rot symptoms and with the insect injury prediction related to brown rot development in order to complete a BRFMS for organic apple orchards. In a 3-year field evaluation from 2006 to 2008, season-long application of BRFMS treatments reduced the number of sprays against brown rot by 22--33% compared with the treatments of general spray schedules against brown rot. Temporal development of brown rot (Monilinia fructigena) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from 2002 to 2006. The three-parameter logistic function gave the best fit to brown rot over four non-linear growth functions in all cultivars, years and orchards. Depending on location, year and cultivar, disease increased continuously from 6 to 8 weeks before harvest up to harvest, reaching 19-37% of disease incidence. Disease variables of Y f , the final disease incidence; β, relative rate of disease progress; AUDPC S , standardized area under disease progress curve; T ₁.₅ , the time when disease incidence reaches 1.5% (day), and M, the inflection point were derived from the three-parameter logistic function. The disease variables of Y f , β, and AUDPC S were used in a computer simulation for predicting temporal brown rot development, and the disease variables of T ₁.₅ , M, and Y f were used to determine threshold values for epidemic intensity. Afterwards these were used to construct a fundamental model for developing a brown rot forecasting and management strategy (BRFMS). The fundamental model contained four parts: i) data insertion and analyses by computer simulation of pathogen submodels, ii) calculation of yield loss threshold levels based on disease incidence, iii) determination of epidemic intensity levels and iv) a decision module with suggestions for disease management practices for each epidemic intensity level. The fundamental model was supplemented with the prediction of occurrence of the first fruit rot symptoms and with the insect injury prediction related to brown rot development in order to complete a BRFMS for organic apple orchards. In a 3-year field evaluation from 2006 to 2008, season-long application of BRFMS treatments reduced the number of sprays against brown rot by 22-33% compared with the treatments of general spray schedules against brown rot. Temporal development of brown rot (Monilinia fructigena) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from 2002 to 2006. The three-parameter logistic function gave the best fit to brown rot over four non-linear growth functions in all cultivars, years and orchards. Depending on location, year and cultivar, disease increased continuously from 6 to 8 weeks before harvest up to harvest, reaching 19-37% of disease incidence. Disease variables of Y ^sub f^, the final disease incidence; β, relative rate of disease progress; AUDPC ^sub S^, standardized area under disease progress curve; T ^sub 1.5^, the time when disease incidence reaches 1.5% (day), and M, the inflection point were derived from the three-parameter logistic function. The disease variables of Y ^sub f^, β, and AUDPC ^sub S^ were used in a computer simulation for predicting temporal brown rot development, and the disease variables of T ^sub 1.5^, M, and Y ^sub f^ were used to determine threshold values for epidemic intensity. Afterwards these were used to construct a fundamental model for developing a brown rot forecasting and management strategy (BRFMS). The fundamental model contained four parts: i) data insertion and analyses by computer simulation of pathogen submodels, ii) calculation of yield loss threshold levels based on disease incidence, iii) determination of epidemic intensity levels and iv) a decision module with suggestions for disease management practices for each epidemic intensity level. The fundamental model was supplemented with the prediction of occurrence of the first fruit rot symptoms and with the insect injury prediction related to brown rot development in order to complete a BRFMS for organic apple orchards. In a 3-year field evaluation from 2006 to 2008, season-long application of BRFMS treatments reduced the number of sprays against brown rot by 22-33% compared with the treatments of general spray schedules against brown rot.[PUBLICATION ABSTRACT] |
Author | Balla, Barbara Lakatos, Péter Holb, Imre J Abonyi, Ferenc Gáll, József M Fazekas, Mónika |
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Cites_doi | 10.1111/j.1744-7348.1972.tb01291.x 10.1094/PHYTO-95-1001 10.1023/A:1011805820546 10.1094/Phyto-70-152 10.1080/00221589.1950.11513714 10.1046/j.1365-3059.2002.00789.x 10.1016/j.ecoenv.2003.08.004 10.1094/PHYTO-97-8-1004 10.1023/A:1008701315200 10.1016/j.agrformet.2008.10.001 10.1046/j.1365-3059.2000.00437.x 10.1046/j.1365-3059.2001.00602.x 10.1111/j.1439-0434.1968.tb02326.x 10.1046/j.1365-3059.2000.00424.x 10.1079/9780851995922.0551 10.1016/S0031-4056(23)00171-3 10.1007/s10658-007-9233-6 10.1016/S0929-1393(98)00036-5 10.1094/Phyto-74-118 10.1016/j.biocontrol.2005.03.008 10.1094/PHYTO-98-1-0079 10.1111/j.1744-7348.1989.tb03380.x 10.1094/Phyto-86-70 10.1080/0967087031000101089 10.1007/978-1-4419-0318-1 |
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Keywords | Organic apple Spray omission Disease variables Epidemiology Forecasting Fruit rot Disease management strategy Ascomycota Plant pathology Plant pathogen Monilinia fructigena Fungi Plant Fruit rout Models |
Language | English |
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References_xml | – volume: 72 start-page: 249 year: 1972 ident: 9710_CR9 publication-title: Annals of Applied Biology doi: 10.1111/j.1744-7348.1972.tb01291.x contributor: fullname: RT Burchill – volume: 95 start-page: 1001 year: 2005 ident: 9710_CR22 publication-title: Phytopathology doi: 10.1094/PHYTO-95-1001 contributor: fullname: IJ Holb – volume: 25 start-page: 461 year: 2001 ident: 9710_CR14 publication-title: Experimentia Applicata Acarologica doi: 10.1023/A:1011805820546 contributor: fullname: CC Childers – volume: 70 start-page: 152 year: 1980 ident: 9710_CR13 publication-title: Phytopathology doi: 10.1094/Phyto-70-152 contributor: fullname: CL Campbell – volume: 25 start-page: 225 year: 1950 ident: 9710_CR26 publication-title: Journal of Horticultural Science doi: 10.1080/00221589.1950.11513714 contributor: fullname: MH Moore – volume: 51 start-page: 787 year: 2002 ident: 9710_CR37 publication-title: Plant Pathology doi: 10.1046/j.1365-3059.2002.00789.x contributor: fullname: GCM Leeuwen Van – volume-title: R: A language and environment for statistical computing year: 2008 ident: 9710_CR4 contributor: fullname: Anon – volume: 67 start-page: 132 year: 1933 ident: 9710_CR17 publication-title: Journal Proceedings of the Research Society of N.S.W. contributor: fullname: TH Harrison – volume-title: Introduction to plant disease epidemiology year: 1990 ident: 9710_CR12 contributor: fullname: CL Campbell – volume-title: Epidemiology and plant disease management year: 1979 ident: 9710_CR42 contributor: fullname: JC Zadoks – volume: 57 start-page: 65 year: 2004 ident: 9710_CR16 publication-title: Ecotoxicology and Environmental Safety doi: 10.1016/j.ecoenv.2003.08.004 contributor: fullname: K Friis – volume: 6 start-page: 71 year: 1916 ident: 9710_CR8 publication-title: Phytopathology contributor: fullname: HE Bertram – volume: 97 start-page: 1004 year: 2007 ident: 9710_CR20 publication-title: Phytopathology doi: 10.1094/PHYTO-97-8-1004 contributor: fullname: IJ Holb – volume: 106 start-page: 519 year: 2000 ident: 9710_CR36 publication-title: European Journal of Plant Pathology doi: 10.1023/A:1008701315200 contributor: fullname: GCM Leeuwen Van – volume: 149 start-page: 518 year: 2009 ident: 9710_CR5 publication-title: Agricultural and Forest Meteorology doi: 10.1016/j.agrformet.2008.10.001 contributor: fullname: F Bannon – volume: 49 start-page: 201 year: 2000 ident: 9710_CR40 publication-title: Plant Pathology doi: 10.1046/j.1365-3059.2000.00437.x contributor: fullname: X-M Xu – volume: 50 start-page: 569 year: 2001 ident: 9710_CR41 publication-title: Plant Pathology doi: 10.1046/j.1365-3059.2001.00602.x contributor: fullname: X-M Xu – volume: 61 start-page: 205 year: 1968 ident: 9710_CR24 publication-title: Phytopathologische Zeitschrift doi: 10.1111/j.1439-0434.1968.tb02326.x contributor: fullname: J Kranz – volume: 49 start-page: 129 year: 2000 ident: 9710_CR28 publication-title: Plant Pathology doi: 10.1046/j.1365-3059.2000.00424.x contributor: fullname: HK Ngugi – start-page: 551 volume-title: Apples: Botany, production and uses year: 2003 ident: 9710_CR39 doi: 10.1079/9780851995922.0551 contributor: fullname: F Weibel – volume-title: Model selection and multimodel interference year: 2002 ident: 9710_CR10 contributor: fullname: KP Burnham – volume: 101 start-page: 38 issue: 1 year: 1994 ident: 9710_CR15 publication-title: Journal of Plant Disease and Protection contributor: fullname: GJ Falconi – volume: 17 start-page: 201 year: 1976 ident: 9710_CR38 publication-title: Pedobiologia doi: 10.1016/S0031-4056(23)00171-3 contributor: fullname: JA Rhee Van – volume: 120 start-page: 397 year: 2008 ident: 9710_CR18 publication-title: European Journal of Plant Pathology doi: 10.1007/s10658-007-9233-6 contributor: fullname: IJ Holb – volume-title: Basic standards for organic agriculture year: 1989 ident: 9710_CR1 contributor: fullname: Anon – volume-title: Biotermékek előállításának és minősítésének feltételrendszere. 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Their biology and control year: 1977 ident: 9710_CR11 contributor: fullname: RJW Byrde – volume-title: Basic standards for organic production and processing year: 2000 ident: 9710_CR3 contributor: fullname: Anon – volume: 33 start-page: 324 year: 2005 ident: 9710_CR32 publication-title: Biological Control doi: 10.1016/j.biocontrol.2005.03.008 contributor: fullname: DA Prischmann – volume: 98 start-page: 79 year: 2008 ident: 9710_CR21 publication-title: Phytopathology doi: 10.1094/PHYTO-98-1-0079 contributor: fullname: IJ Holb – volume: 115 start-page: 221 year: 1989 ident: 9710_CR25 publication-title: Annals of Applied Biology doi: 10.1111/j.1744-7348.1989.tb03380.x contributor: fullname: H Lack – volume: 86 start-page: 70 year: 1996 ident: 9710_CR27 publication-title: Phytopathology doi: 10.1094/Phyto-86-70 contributor: fullname: G Mora-Aguilera – volume: 49 start-page: 243 year: 2003 ident: 9710_CR7 publication-title: International Journal of Pest Management doi: 10.1080/0967087031000101089 contributor: fullname: AM Berrie – volume: 37 start-page: 449 year: 1984 ident: 9710_CR23 publication-title: Indian Phytopathology contributor: fullname: JL Kaul – ident: 9710_CR31 – volume-title: Mixed-effects models in S and S-PLUS year: 2000 ident: 9710_CR30 doi: 10.1007/978-1-4419-0318-1 contributor: fullname: JC Pinheiro – start-page: 229 volume-title: Integrated control of pome fruit diseases year: 1989 ident: 9710_CR6 contributor: fullname: AM Berrie |
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Snippet | Temporal development of brown rot (Monilinia fructigena) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary from... Temporal development of brown rot ( Monilinia fructigena ) on fruits was analysed in two organic apple orchards on three apple cultivars in Eastern Hungary... |
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SubjectTerms | Agricultural management Agriculture Apples Biological and medical sciences Biomedical and Life Sciences Cultivars Disease control Disease management strategy Disease variables Ecology Epidemics epidemiology Forecasting Fruit rot Fruits Fundamental and applied biological sciences. Psychology Fungal plant pathogens Harvesting Life Sciences Malus Monilinia fructigena Orchards Organic apple Organic farming Phytopathology. Animal pests. Plant and forest protection Plant diseases Plant Pathology Plant Sciences Spray omission Sprays |
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Title | Development and evaluation of a model for management of brown rot in organic apple orchards |
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