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Research Article

Modeling Dormant Bud Cold Hardiness and Budbreak in Twenty-Three Vitis Genotypes Reveals Variation by Region of Origin

John C. Ferguson, Michelle M. Moyer, Lynn J. Mills, Gerrit Hoogenboom, Markus Keller
Am J Enol Vitic.  2014  65: 59-71  ; DOI: 10.5344/ajev.2013.13098
John C. Ferguson
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
2AgWeatherNet, Washington State University, Prosser, WA 99350
3present address: 23244 Lower Terrace, Eagle River, AK 99577
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Michelle M. Moyer
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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Lynn J. Mills
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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Gerrit Hoogenboom
2AgWeatherNet, Washington State University, Prosser, WA 99350
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Markus Keller
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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  • For correspondence: mkeller{at}wsu.edu
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Data supplements

  • Supplemental Data

    Supplemental Table 1
    Symbols, abbreviations, and units of measurement used in the text and in model mathematics.

    Supplemental Table 2
    Parameter combinations tested stepwise in all combinations for each genotype to minimize RMSE; a total of 1,653,750 iterations were run per genotype. (Abbreviations listed in Supplemental Table 1.)

    Supplemental Table 3
    Model evaluation statistics for the comparison of observed with predicted primary bud cold hardiness values from the evaluation data set.

    Supplemental Table 3
    Model evaluation statistics for the comparison of observed with predicted primary bud cold hardiness values from the evaluation data set.

    Supplemental Figure 1
    Effect of varying the exponent theta (θ) on idealized deacclimation curves for grapevine buds; bud hardiness expressed as LT50.

    Files in this Data Supplement:

    • Supplemental Data
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Open Access
Modeling Dormant Bud Cold Hardiness and Budbreak in Twenty-Three Vitis Genotypes Reveals Variation by Region of Origin
John C. Ferguson, Michelle M. Moyer, Lynn J. Mills, Gerrit Hoogenboom, Markus Keller
Am J Enol Vitic.  2014  65: 59-71  ; DOI: 10.5344/ajev.2013.13098
John C. Ferguson
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
2AgWeatherNet, Washington State University, Prosser, WA 99350
3present address: 23244 Lower Terrace, Eagle River, AK 99577
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  • Find this author on PubMed
  • Search for this author on this site
Michelle M. Moyer
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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Lynn J. Mills
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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Gerrit Hoogenboom
2AgWeatherNet, Washington State University, Prosser, WA 99350
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Markus Keller
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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  • For correspondence: mkeller{at}wsu.edu

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Modeling Dormant Bud Cold Hardiness and Budbreak in Twenty-Three Vitis Genotypes Reveals Variation by Region of Origin
John C. Ferguson, Michelle M. Moyer, Lynn J. Mills, Gerrit Hoogenboom, Markus Keller
Am J Enol Vitic.  2014  65: 59-71  ; DOI: 10.5344/ajev.2013.13098
John C. Ferguson
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
2AgWeatherNet, Washington State University, Prosser, WA 99350
3present address: 23244 Lower Terrace, Eagle River, AK 99577
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michelle M. Moyer
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Lynn J. Mills
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
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Gerrit Hoogenboom
2AgWeatherNet, Washington State University, Prosser, WA 99350
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Markus Keller
1Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: mkeller{at}wsu.edu
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