Author

A. Subramanian

3 papers indexed here

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Aug 2026

Salinity-Driven Barrier Layer Dynamics in the Equatorial Pacific

Barrier layers in the upper ocean suppress the upward entrainment of cold thermocline water, trapping heat and momentum near the surface and thereby influencing tropical air-sea interaction. However, the mechanisms governing their spatial and temporal variability are not fully understood. This study highlights the im...

Yuan-Jen Lin, A. Subramanian, K. Karnauskas et al. · Journal of Climate · 0 citations

Open access Aug 2026

Intensifying concurrent marine–atmospheric heatwaves in the marginal seas of the Arabian Peninsula: implications for coral bleaching and ocean productivity

Marine heatwaves (MHWs) and atmospheric heatwaves (AHWs) are intensifying under climate change, yet their concurrent occurrence can amplify thermal stress and pose greater risks to marine ecosystems than either event alone. This study investigates the spatiotemporal variability, physical drivers, and ecological impacts...

Waqar Ul Hassan, Md. Saquib Saharwardi, Harikishan Gandham et al. · Frontiers in Marine Science · 0 citations

Jul 2026

Generating a 1000-member Ensemble of Integrated Water Vapor Transport Forecasts with Diffusion

Ensemble weather predictions can be critical towards making informed decisions for operations that require risk assessment. The traditional approach towards creating an ensemble often involves making slight perturbations to initial conditions and model numerical solvers and physics to account for forecast uncertainty...

Timothy B. Higgins, William E. Chapman, A. Subramanian et al. · Artificial Intelligence for... · 0 citations