Marine Science Faculty Publications
Real-Time Quality Control of Current Velocity Data on Individual Grid Cells in Wera Hf Radar
Document Type
Conference Proceeding
Publication Date
4-2014
Keywords
currents, ocean radar, quality control, remote sensing
Digital Object Identifier (DOI)
https://doi.org/10.1109/OCEANS-TAIPEI.2014.6964502
Abstract
Ocean surface current data provided by shore-based High Frequency (HF) radar show sporadically non-realistic current vectors in some areas, particularly at the outer edges of the radar range. The present paper describes a quality control (QC) procedure which evaluates the data of an array-type HF radar system in near realtime and assigns a quality value on every single grid-cell measurement. The quality value can then be used to identify non-realistic measurements and remove them from the obtained current maps. This procedure was implemented on a pair of coastal radar systems of the University of South Florida during a measuring period of 9 months. It was observed that the method is very effective in removing occasional non-realistic measurements. In general, the WERA QC procedure has to be tuned to the specific local conditions of the system for optimal results and to have the right trade-off between correct outlier identification and false alarm rate according to the user requirements.
Was this content written or created while at USF?
Yes
Citation / Publisher Attribution
Presented at the OCEANS 2014 - TAIPEI in April 2014 in Taipei, Taiwan
Scholar Commons Citation
Gomez, Roberto; Helzel, Thomas; Peterson, Leif; Kniephoff, Matthias; Merz, Clifford R.; Liu, Yonggang; and Weisberg, Robert H., "Real-Time Quality Control of Current Velocity Data on Individual Grid Cells in Wera Hf Radar" (2014). Marine Science Faculty Publications. 291.
https://digitalcommons.usf.edu/msc_facpub/291