Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions

Fraser fir (Abies fraseri [Pursh] Poir.) is an important Christmas tree species in the United States, and understanding its phenology is important for managing Fraser fir trees in plantations or forests. Many management decisions are informed by and dependent on shoot phenology, from late spring fro...

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Main Authors: Brent A. Crain, Pascal Nzokou, Jill O’Donnell, Beth Bishop, Bert M. Cregg
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Forests
Subjects:
Online Access:http://www.mdpi.com/1999-4907/9/4/193
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spelling doaj-da575330221b48748e514e06cd1c532f2020-11-24T21:32:20ZengMDPI AGForests1999-49072018-04-019419310.3390/f9040193f9040193Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme ConditionsBrent A. Crain0Pascal Nzokou1Jill O’Donnell2Beth Bishop3Bert M. Cregg4Department of Horticulture, Michigan State University, East Lansing, MI 48824, USADepartment of Forestry, Michigan State University, East Lansing, MI 48824, USADepartment of Forestry, Michigan State University Extension, Cadillac, MI 49601, USADepartment of Geography, Environment, and Spatial Sciences, Michigan State University, East Lansing, MI 48824, USADepartments of Horticulture and Forestry, Michigan State University, East Lansing, MI 48824, USAFraser fir (Abies fraseri [Pursh] Poir.) is an important Christmas tree species in the United States, and understanding its phenology is important for managing Fraser fir trees in plantations or forests. Many management decisions are informed by and dependent on shoot phenology, from late spring frost protection to shearing, and from timing pesticide sprays to managing cone production. The ability to predict important phenological stages will become increasingly important as the climate warms, as is predicted for the primary regions where Fraser fir is grown for Christmas trees. Here, we report on the development of a model of shoot phenology in Fraser fir, and present one example of how this model may be applied to the problem of managing cone production. We surveyed shoot phenology at nine Christmas tree plantations in Michigan over three years, and used the data obtained to develop a phenology model of shoot growth. Derived from the beta sigmoid function and based on growing degree days, this phenology model offers a high predictive power and is robust to extremes of temperature and precipitation. When applied to cone production, our model provides guidance for timing practices that influence cone bud formation, both for reducing nuisance cones in Christmas tree plantations and for enhancing cone production in seed orchards. In addition, the model may assist with timing other practices tied to shoot phenology. The performance of our model under extreme heat and drought conditions suggests a role for this and other phenology models in predicting and mitigating the effects of climate change on tree growth and development.http://www.mdpi.com/1999-4907/9/4/193Fraser fir (Abies fraseri)phenology modelclimate changedroughtenvironmental stressconifer reproductionstrobilus initiationcone productiongrowing degree daysdifferentiation
collection DOAJ
language English
format Article
sources DOAJ
author Brent A. Crain
Pascal Nzokou
Jill O’Donnell
Beth Bishop
Bert M. Cregg
spellingShingle Brent A. Crain
Pascal Nzokou
Jill O’Donnell
Beth Bishop
Bert M. Cregg
Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions
Forests
Fraser fir (Abies fraseri)
phenology model
climate change
drought
environmental stress
conifer reproduction
strobilus initiation
cone production
growing degree days
differentiation
author_facet Brent A. Crain
Pascal Nzokou
Jill O’Donnell
Beth Bishop
Bert M. Cregg
author_sort Brent A. Crain
title Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions
title_short Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions
title_full Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions
title_fullStr Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions
title_full_unstemmed Robust Model Predicts Shoot Phenology of Fraser Fir under Extreme Conditions
title_sort robust model predicts shoot phenology of fraser fir under extreme conditions
publisher MDPI AG
series Forests
issn 1999-4907
publishDate 2018-04-01
description Fraser fir (Abies fraseri [Pursh] Poir.) is an important Christmas tree species in the United States, and understanding its phenology is important for managing Fraser fir trees in plantations or forests. Many management decisions are informed by and dependent on shoot phenology, from late spring frost protection to shearing, and from timing pesticide sprays to managing cone production. The ability to predict important phenological stages will become increasingly important as the climate warms, as is predicted for the primary regions where Fraser fir is grown for Christmas trees. Here, we report on the development of a model of shoot phenology in Fraser fir, and present one example of how this model may be applied to the problem of managing cone production. We surveyed shoot phenology at nine Christmas tree plantations in Michigan over three years, and used the data obtained to develop a phenology model of shoot growth. Derived from the beta sigmoid function and based on growing degree days, this phenology model offers a high predictive power and is robust to extremes of temperature and precipitation. When applied to cone production, our model provides guidance for timing practices that influence cone bud formation, both for reducing nuisance cones in Christmas tree plantations and for enhancing cone production in seed orchards. In addition, the model may assist with timing other practices tied to shoot phenology. The performance of our model under extreme heat and drought conditions suggests a role for this and other phenology models in predicting and mitigating the effects of climate change on tree growth and development.
topic Fraser fir (Abies fraseri)
phenology model
climate change
drought
environmental stress
conifer reproduction
strobilus initiation
cone production
growing degree days
differentiation
url http://www.mdpi.com/1999-4907/9/4/193
work_keys_str_mv AT brentacrain robustmodelpredictsshootphenologyoffraserfirunderextremeconditions
AT pascalnzokou robustmodelpredictsshootphenologyoffraserfirunderextremeconditions
AT jillodonnell robustmodelpredictsshootphenologyoffraserfirunderextremeconditions
AT bethbishop robustmodelpredictsshootphenologyoffraserfirunderextremeconditions
AT bertmcregg robustmodelpredictsshootphenologyoffraserfirunderextremeconditions
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