Title :
An operational modeling implementation for the Trinidad-Venezuela region using feature models
Author :
Schmidt, A. ; Gangopadhyay, A. ; Brickley, P.
Author_Institution :
Sch. for Marine Sci. & Technol., Univ. of Massachusetts at Dartmouth, Fairhaven, MA, USA
Abstract :
Southeast of the Trinidad-Venezuela region, the North Brazil Current (NBC) retroflects and forms about 5-8 rings annually. In addition to the NBC rings being the most prominent dynamic feature after the retroflection, the shelf flow plays an important role in the regional circulation. We present a recent implementation of an operational modeling system for this region using the feature oriented regional modeling system (FORMS) methodology for the NBC rings and shelf flow. A new formulation of the ring is presented in which the synoptic structures of temperature and salinity profiles are placed at the core and the climatological profiles are placed around the edge. The shelf-break front is feature modeled by interpolating between a representative temperature profile on the shelf and the monthly climatology 200 km offshore of the coastline. The feature oriented scheme is used to initialize an operational forecasting system using the Harvard Ocean Prediction System (HOPS) framework. Three case studies between 2011 and 2012 are presented, wherein real drifter´s trajectories within several NBC rings and the shelf are compared with those of the model drifters. These examples highlight the advantages of using feature models for short-term operational forecasting, in that, changing ring size and center location, changing level of no motion (LNM) and using drifter data for shelf flow verification allow for better predictability for the 4-5 days forecasts. These capabilities could be extended operationally to provide 2-3 week outlooks to offshore industry in the future.
Keywords :
modelling; ocean temperature; oceanographic regions; oceanographic techniques; AD 2011 to 2012; FORMS methodology; HOPS framework; Harvard Ocean Prediction System; North Brazil Current rings; Trinidad-Venezuela region; feature models; feature oriented regional modeling system; operational forecasting system; operational modeling implementation; operational modeling system; regional circulation; retroflection; ring center location; ring size; salinity profile; shelf break front; shelf flow; synoptic structures; temperature profile; Forecasting; Frequency modulation; Interpolation; Ocean temperature; Predictive models; Structural rings; Trajectory;
Conference_Titel :
Oceans, 2012
Conference_Location :
Hampton Roads, VA
Print_ISBN :
978-1-4673-0829-8
DOI :
10.1109/OCEANS.2012.6404973