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Open-source approach for reproducible substrate mapping using semantic segmentation on recreation-grade side scan sonar datasets

Open-source approach for reproducible substrate mapping using semantic segmentation on recreation-grade side scan sonar datasets

Knowledge of the variation and distribution of substrates at large spatial extents in aquatic systems, particularly rivers, is severely lacking, impeding species conservation and ecosystem restoration efforts. Air and space-borne remote sensing important for terrestrial and atmospheric measurements are limited in benthic environments due to river stage, turbidity, and canopy …