Author

Rosalind Dinnis

Newcastle University

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Plant Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:plant (other)· 1

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Ankush PrashariD· 1 shared Avinash AgarwaliD· 1 shared Filipe de Jesus Colwell· 1 shared Neil BoonhamiD· 1 shared Tom R. HilliD· 1 shared Viviana Andrea Correa GalvisiD· 1 shared

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Ankush PrasharORCID

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Recent·Most cited

Plant BiologyModern AgriculturePeer-reviewedApr 14, 2025

Infrared thermography for plant stress detection in vertical farms: Investigating spatiotemporal variations and exploring solutions via machine learning

Avinash Agarwal, Filipe de Jesus Colwell, Rosalind Dinnis…·Ankush Prashar

This study uses infrared thermography and machine learning to detect plant stress in vertical farms, finding that binary models trained on medial stress levels provide reliable probabilistic stress estimates despite spatiotemporal variations.

7 citations

plant (other)imaging

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