Assimilation of high-frequency radar data in the east Chukchi Sea

• Format: Dataset
• Language: unknown
• Published: International Arctic Research Center (IARC) Data Archive
• Subjects: MLEF; Chukchi Sea; Chukchi
• Online Access: https://search.dataone.org/view/dcx_6b770fb9-81d3-464c-a762-f14cdef3edfd_2

The maximum-likelihood ensemble lter (MLEF) is an efficient technique of data assimilation related to both 3D-variational (3Dvar) and Ensemble Kalman Filter (EnKF) methods. We demonstrate the utility of MLEF by assimilating high frequency radar (HFR) data into a realistic model of the east Chukchi Sea. A set of three radar stations in Wainwright, Point Lay, and Barrow provide two-dimensional resolution of the sea-surface velocity. We use MLEF to incorporate this HFR data into a numerical model constructed using the Regional Ocean Modelling System (ROMS) for the ice-free months of 2012. The resulting analysis can be used as a benchmark for future operational forecasting, allowing for better real-time monitoring and decision-making as this biologically-rich region is influenced by industry and commerce.