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Jaconis , S.Y
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Authors
Dhaliwal, A
Bastos, L
SV, K
Bhattarai, A
Jakhar, A
Poudel, K
McCallister, D.M
Jaconis , S.Y
Topics
Predictive Modeling, Phenotyping, and Digital Tools for Decision Support
Type
Poster
Year
2026
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1. Main Environmental and Variety Drivers of Cotton Seed Quality: Historical Insights from the United States Cotton Belt 

Cotton seed quality traits including oil content, nitrogen (protein), and gossypol significantly influence seed value and end-use applications, yet their predictability based on environmental conditions across varied U.S. growing regions remains poorly understood. This study aimed to: (i) identify critical environmental predictors of seed composition; (ii) build machine learning models to predict seed quality as a function of seasonal weather patterns; and (iii) assess differences... A. Dhaliwal, L. Bastos, K. Sv, A. Bhattarai, A. Jakhar, K. Poudel, D.M. Mccallister, S.Y. Jaconis