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Research Report

Rapid Determination of Bud and Leaf Water Content Using Hyperspectral Sensors to Monitor Cold Hardiness in Grapevine

View ORCID ProfileVisna Weerarathne, View ORCID ProfileAsmita Paudel, View ORCID ProfileAkanksha Sehgal, View ORCID ProfileRichard Tegtmeier, View ORCID ProfileUgochukwu Ikeogu, View ORCID ProfileEzekiel Ahn, View ORCID ProfileLance Cadle-Davidson, View ORCID ProfileSilvas Kirubakaran
Am J Enol Vitic.  2025  76: 0760027  ; DOI: 10.5344/ajev.2025.25019
Visna Weerarathne
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
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  • ORCID record for Visna Weerarathne
Asmita Paudel
2College of Agricultural Sciences and Natural Resources, East Texas A&M University, Commerce, TX 75428;
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  • ORCID record for Asmita Paudel
Akanksha Sehgal
3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
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  • ORCID record for Akanksha Sehgal
Richard Tegtmeier
4School of Integrative Plant Science, Plant Pathology and Plant-Microbe Biology Section, Cornell AgriTech, Geneva, NY 14456;
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Ugochukwu Ikeogu
5School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Geneva, NY 14456; and
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Ezekiel Ahn
6USDA-ARS, Sustainable Perennial Crops Laboratory, Beltsville, MD 20705.
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Lance Cadle-Davidson
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
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Silvas Kirubakaran
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
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  • ORCID record for Silvas Kirubakaran
  • For correspondence: silvas.kirubakaran{at}usda.gov
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Article Information

vol. 76,  article  0760027

DOI 
https://doi.org/10.5344/ajev.2025.25019

Published By 
American Journal of Enology and Viticulture
History 
  • Received April 2025
  • Accepted September 2025
  • Published online November 2025.

Copyright & Usage 
This is an open access article distributed under the CC BY 4.0 license.

Author Information

  1. Visna Weerarathne1,
  2. Asmita Paudel2,
  3. Akanksha Sehgal3,
  4. Richard Tegtmeier4,
  5. Ugochukwu Ikeogu5,
  6. Ezekiel Ahn6,
  7. Lance Cadle-Davidson1,3 and
  8. Silvas Kirubakaran1,*
  1. 1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
  2. 2College of Agricultural Sciences and Natural Resources, East Texas A&M University, Commerce, TX 75428;
  3. 3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
  4. 4School of Integrative Plant Science, Plant Pathology and Plant-Microbe Biology Section, Cornell AgriTech, Geneva, NY 14456;
  5. 5School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Geneva, NY 14456; and
  6. 6USDA-ARS, Sustainable Perennial Crops Laboratory, Beltsville, MD 20705.
  1. ↵*Corresponding author (silvas.kirubakaran{at}usda.gov)
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Open Access
Rapid Determination of Bud and Leaf Water Content Using Hyperspectral Sensors to Monitor Cold Hardiness in Grapevine
View ORCID ProfileVisna Weerarathne, View ORCID ProfileAsmita Paudel, View ORCID ProfileAkanksha Sehgal, View ORCID ProfileRichard Tegtmeier, View ORCID ProfileUgochukwu Ikeogu, View ORCID ProfileEzekiel Ahn, View ORCID ProfileLance Cadle-Davidson, View ORCID ProfileSilvas Kirubakaran
Am J Enol Vitic.  2025  76: 0760027  ; DOI: 10.5344/ajev.2025.25019
Visna Weerarathne
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Visna Weerarathne
Asmita Paudel
2College of Agricultural Sciences and Natural Resources, East Texas A&M University, Commerce, TX 75428;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Asmita Paudel
Akanksha Sehgal
3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Akanksha Sehgal
Richard Tegtmeier
4School of Integrative Plant Science, Plant Pathology and Plant-Microbe Biology Section, Cornell AgriTech, Geneva, NY 14456;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Richard Tegtmeier
Ugochukwu Ikeogu
5School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Geneva, NY 14456; and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ugochukwu Ikeogu
Ezekiel Ahn
6USDA-ARS, Sustainable Perennial Crops Laboratory, Beltsville, MD 20705.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ezekiel Ahn
Lance Cadle-Davidson
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Lance Cadle-Davidson
Silvas Kirubakaran
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Silvas Kirubakaran
  • For correspondence: silvas.kirubakaran{at}usda.gov

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Open Access
Rapid Determination of Bud and Leaf Water Content Using Hyperspectral Sensors to Monitor Cold Hardiness in Grapevine
View ORCID ProfileVisna Weerarathne, View ORCID ProfileAsmita Paudel, View ORCID ProfileAkanksha Sehgal, View ORCID ProfileRichard Tegtmeier, View ORCID ProfileUgochukwu Ikeogu, View ORCID ProfileEzekiel Ahn, View ORCID ProfileLance Cadle-Davidson, View ORCID ProfileSilvas Kirubakaran
Am J Enol Vitic.  2025  76: 0760027  ; DOI: 10.5344/ajev.2025.25019
Visna Weerarathne
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Visna Weerarathne
Asmita Paudel
2College of Agricultural Sciences and Natural Resources, East Texas A&M University, Commerce, TX 75428;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Asmita Paudel
Akanksha Sehgal
3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Akanksha Sehgal
Richard Tegtmeier
4School of Integrative Plant Science, Plant Pathology and Plant-Microbe Biology Section, Cornell AgriTech, Geneva, NY 14456;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Richard Tegtmeier
Ugochukwu Ikeogu
5School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Geneva, NY 14456; and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ugochukwu Ikeogu
Ezekiel Ahn
6USDA-ARS, Sustainable Perennial Crops Laboratory, Beltsville, MD 20705.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ezekiel Ahn
Lance Cadle-Davidson
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
3Department of Plant and Environmental Sciences, Clemson University, Clemson, SC 29634;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Lance Cadle-Davidson
Silvas Kirubakaran
1USDA-ARS, Grape Genetics Research Unit, 630 West North Street, Geneva, NY 14456;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Silvas Kirubakaran
  • For correspondence: silvas.kirubakaran{at}usda.gov
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