Y Qian, H Ghorbanidehno, MW Farthing… - AAAI Spring …, 2020 - academia.edu

Surfzone Topography-informed Deep Learning Techniques to Nearshore Bathymetry with Sparse Measurements.

EPSCoR Research Infrastructure Improvement Program AND Program Evaluation

Farthing, Ghorbanidehno, Qian

GSID: n_OhhxhdjiUJ

Excerpt

Nearshore bathymetry, the knowledge of water depth in coastal zones, has played a vital role in a wide variety of applications including shipping operations, coastal management, and risk assessment. However, direct high resolution surveys of nearshore bathymetry are relatively difficult to perform due to budget constraints and logistical restrictions. One possible approach to nearshore bathymetry without such limitations is the use of spatial interpolation with sparse measurements of water depth by using, for example, geostatistics …

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