ais integration 1geospatial indexing 1large-scale data processing 1machine learning 1passive acoustic monitoring 1spatiotemporal join 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Transferable Dual-Stream Representations for Mesoscale-Preserving Sea Surface Temperature Downscaling
Parth Doshi, Priyanka Aravindan, Vaishnav Vaidheeswaran +2
Deep learning models for scientific spatio-temporal downscaling often minimize reconstruction error while failing to preserve physically meaningful multi-scale structure. For sea s…
cs.SD2026
From Continuous Deployment to Queryable Dataset: Terabyte-Scale AIS-Aligned Passive Acoustic Labelling
Wayne Renaud, Priyanka Aravindan, Gabriel Spadon
The paper introduces a database-native workflow that aligns long‑duration passive acoustic recordings with AIS vessel position reports, producing a scalable, distance‑resolved, que…