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Research ArticleArticles

Expanding a Hurricane Wind Resistance Rating System for Tree Species Using Machine Learning

Allyson B. Salisbury, Andrew K. Koeser, Michael G. Andreu, Yujuan Chen, Zachary Freeman, Jason W. Miesbauer, Adriana Herrera-Montes, Chai-Shian Kua, Ryo Higashiguchi Nukina, Cara Rockwell, Shozo Shibata, Hunter Thorn, Benyao Wan and Richard J. Hauer
Arboriculture & Urban Forestry (AUF) March 2025, 51 (2) 128-153; DOI: https://doi.org/10.48044/jauf.2025.002
Allyson B. Salisbury
Department of Ecology, Evolution, & Natural Resources, Rutgers University, 14 College Farm Road, New Brunswick, NJ, USA
PhD
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Andrew K. Koeser
Department of Environmental Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, USA
PhD
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Michael G. Andreu
School of Forest, Fisheries, and Geomatics Sciences, University of Florida, 351 Newins-Ziegler Hall, PO Box 110410, Gainesville, FL, USA
PhD
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Yujuan Chen
Department of Agricultural and Environmental Sciences, Tennessee State University, 202 E Farrell-Westbrook, Nashville, TN, USA
PhD
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Zachary Freeman
Department of Environmental Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, USA
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Jason W. Miesbauer
Center for Tree Science, The Morton Arboretum, Lisle, IL, USA
PhD
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Adriana Herrera-Montes
University of Puerto Rico, 6, 2526, 601 Av. Universidad, San Juan, Puerto Rico
PhD
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Chai-Shian Kua
Center for Tree Science, The Morton Arboretum, Lisle, IL, USA
PhD
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Ryo Higashiguchi Nukina
Graduate School of Global Environmental Studies, Kyoto University, Yoshidahonmachi, Sakyo Ward, Kyoto, Japan
PhD
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Cara Rockwell
Institute of Environment, Florida International University, 11960 SW 11th St Miami, FL, USA
PhD
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Shozo Shibata
Graduate School of Global Environmental Studies, Kyoto University, Yoshidahonmachi, Sakyo Ward, Kyoto, Japan
PhD
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Hunter Thorn
Department of Environmental Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, USA
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Benyao Wan
Shanghai Municipal Landscape Management and Instruction Station, Shanghai, China
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Richard J. Hauer
College of Natural Resources-Forestry, University of Wisconsin-Stevens Point, 800 Reserve Street, Stevens Point, WI, USA, Urban Forestry, Eocene Environmental Group, 5930 Grand Ave, West Des Moines, IA, USA
PhD
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Article Information

vol. 51 no. 2 128-153
DOI 
https://doi.org/10.48044/jauf.2025.002

Published By 
Arboriculture & Urban Forestry (AUF)
Online ISSN 
2155-0778
History 
  • Published online March 1, 2025.

Article Versions

  • previous version (February 10, 2025 - 09:34).
  • You are viewing the most recent version of this article.
Copyright & Usage 
© 2025 International Society of Arboriculture

Author Information

  1. Allyson B. Salisbury, PhD,
  2. Andrew K. Koeser, PhD,
  3. Michael G. Andreu, PhD,
  4. Yujuan Chen, PhD,
  5. Zachary Freeman,
  6. Jason W. Miesbauer, PhD,
  7. Adriana Herrera-Montes, PhD,
  8. Chai-Shian Kua, PhD,
  9. Ryo Higashiguchi Nukina, PhD,
  10. Cara Rockwell, PhD,
  11. Shozo Shibata, PhD,
  12. Hunter Thorn,
  13. Benyao Wan and
  14. Richard J. Hauer, PhD
  1. Department of Ecology, Evolution, & Natural Resources, Rutgers University, 14 College Farm Road, New Brunswick, NJ, USA
  2. Department of Environmental Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, USA
  3. School of Forest, Fisheries, and Geomatics Sciences, University of Florida, 351 Newins-Ziegler Hall, PO Box 110410, Gainesville, FL, USA
  4. Department of Agricultural and Environmental Sciences, Tennessee State University, 202 E Farrell-Westbrook, Nashville, TN, USA
  5. Department of Environmental Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, USA
  6. Center for Tree Science, The Morton Arboretum, Lisle, IL, USA
  7. University of Puerto Rico, 6, 2526, 601 Av. Universidad, San Juan, Puerto Rico
  8. Center for Tree Science, The Morton Arboretum, Lisle, IL, USA
  9. Graduate School of Global Environmental Studies, Kyoto University, Yoshidahonmachi, Sakyo Ward, Kyoto, Japan
  10. Institute of Environment, Florida International University, 11960 SW 11th St Miami, FL, USA
  11. Graduate School of Global Environmental Studies, Kyoto University, Yoshidahonmachi, Sakyo Ward, Kyoto, Japan
  12. Department of Environmental Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, USA
  13. Shanghai Municipal Landscape Management and Instruction Station, Shanghai, China
  14. College of Natural Resources-Forestry, University of Wisconsin-Stevens Point, 800 Reserve Street, Stevens Point, WI, USA, Urban Forestry, Eocene Environmental Group, 5930 Grand Ave, West Des Moines, IA, USA
  1. (corresponding author), asalis{at}sebs.rutgers.edu
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Arboriculture & Urban Forestry: 51 (2)
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Vol. 51, Issue 2
March 2025
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Expanding a Hurricane Wind Resistance Rating System for Tree Species Using Machine Learning
Allyson B. Salisbury, Andrew K. Koeser, Michael G. Andreu, Yujuan Chen, Zachary Freeman, Jason W. Miesbauer, Adriana Herrera-Montes, Chai-Shian Kua, Ryo Higashiguchi Nukina, Cara Rockwell, Shozo Shibata, Hunter Thorn, Benyao Wan, Richard J. Hauer
Arboriculture & Urban Forestry (AUF) Mar 2025, 51 (2) 128-153; DOI: 10.48044/jauf.2025.002

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Expanding a Hurricane Wind Resistance Rating System for Tree Species Using Machine Learning
Allyson B. Salisbury, Andrew K. Koeser, Michael G. Andreu, Yujuan Chen, Zachary Freeman, Jason W. Miesbauer, Adriana Herrera-Montes, Chai-Shian Kua, Ryo Higashiguchi Nukina, Cara Rockwell, Shozo Shibata, Hunter Thorn, Benyao Wan, Richard J. Hauer
Arboriculture & Urban Forestry (AUF) Mar 2025, 51 (2) 128-153; DOI: 10.48044/jauf.2025.002
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