Author

Srinivasa Reddy Mothukuri

The University of QueenslandORCID 0000-0003-2232-6100Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andries B. PotgieteriD· 1 shared Colleen HuntiD· 1 shared David Robert JordaniD· 1 shared Emma MaceiD· 1 shared Esinam Nancy Amuzu‐AwehiD· 1 shared Kenneth LawsiD· 1 shared Mark CooperiD· 1 shared Sean Reynolds Massey-ReediD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperPlant Biology

Andries B. PotgieterORCID

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1 paper

Recent·Most cited

Plant BiologyThe Plant Phenome JournalPeer-reviewedOct 1, 2026

Phenomic Prediction I: Plot-Level Prediction of Lodging Severity in Sorghum Breeding Trials Using UAV-Based Photogrammetric Height Data

Srinivasa Reddy Mothukuri, Sean Reynolds Massey-Reed, Andries B. Potgieter…·David Robert Jordan

This study develops an ensemble model using UAV-derived photogrammetric height data to predict plot-level lodging severity in sorghum breeding trials, achieving high accuracy and robustness across sites.

DOI 10.1002/ppj2.70115

imagingmachine learning (classical)

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