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Author

M. Lokeshwari

2 papers indexed here

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Open access Aug 2026

Decipher the Role of Phytohormones and Polyamines in Modulating Root Architectural Dynamics and Root Biochemical Adaptations of Maize Seedlings under PEG-induced Water Deficit Stress

Background: The study aimed to characterize the effects of seed priming with phytohormones and polyamines on root morphological architecture and root biochemical activities in maize seedlings under water deficit stress during early growth stages. Drought stress is one of the most critical abiotic constraints affecting...

Nivethitha Manavalagan, M. Lokeshwari, P. Amrutha et al. · 0 citations
Open access Sep 2026

An Optimized Temporal Attention-based Deep Learning Framwork for Accurate Crop Yield Prediction from Multi-source Agricultural Data

The proposed model learns the sequential and temporal dependencies from both past and future time steps simultaneously, from the historical weather variables, soil properties, remote sensing derived normalized difference vegetation indices (NDVI) and historical yield data.

M. Lokeshwari, Nivethitha Manavalagan, P. Amrutha et al. · 0 citations

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