Various experiments have been performed in this study, all the results of each experiment can be found here:
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Prior to the Twin twin experiments and the real - world experiments an initial test (Test 1) has been performed with the data assimilation settings as described in the section below.
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In this test, an ensemble of size 8 is used in both the EnKF and Dud-EnKF. With this setting, it took the EnKF about 28 hours and Dud-EnKF 75 hours to finish a one year simulation.
Results
EnKF
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Figure A.1: Hindcast output at assimilation station 5004A10
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Figure A.4: Hindcast output at validation station 5006A35
Dud-EnKF
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Figure B.1: Hindcast output at assimilation station 5004A10
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