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Shannon Baker

Texas A&M University

SCHOLARLY PAPERS

2

DOWNLOADS

55

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

A Double-Sigmoid Approach for High-Throughput Phenotyping of Winter Wheat Growth Dynamics

Number of pages: 38 Posted: 18 Oct 2025
Shannon Baker, Lei Zhao, Jose Landivar, Jackie Rudd, Amir Ibrahim, Juan Landivar, Jinha Jung, Shuyu Liu, Kevin Nowka and Mahendra Bhandari
Texas A&M University, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research, affiliation not provided to SSRN, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research, Purdue University, Texas A&M University, affiliation not provided to SSRN and Texas A&M University System - Texas A&M AgriLife Research
Downloads 38 (1,222,651)

Abstract:

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High-throughput phenotyping, UAS, Winter Wheat, Double-sigmoid model, Canopy Cover, Growth Dynamics, Plant Breeding

2.

Strategically Timed UAS Data Acquisition for Wheat Yield Prediction Using Explainable AI: A Multi-Year Phenology-Aligned Study

Number of pages: 45 Posted: 05 Jun 2026
Shannon Baker, Md Nafiul Islam, Mahendra Bhandari, Anjin Chang, Amir Ibrahim, Jinha Jung, Juan Landivar, Shuyu Liu, Varenya Sri Mudumba, Ritik Pokharel, Jackie Rudd, Jose Landivar and Thanos Gentimis
Texas A&M University, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research, Michigan State University, Texas A&M University, Purdue University, Texas A&M University System - Texas A&M AgriLife Research, Texas A&M University, Texas A&M University, affiliation not provided to SSRN, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research and Texas A&M University
Downloads 17

Abstract:

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Explainable artificial intelligence, vegetation indices, wheat, Yield prediction, Unoccupied Aerial Systems, Temporal Feature Importance, Days Relative to Heading