Abstract
Local mesh refinement features have now been added to a number of numerical ocean models. In its crudest form, a high-resolution grid is embedded (or nested) in a coarse-resolution grid, which covers the entire domain, and the two grids interact. The aim of this paper is to review existing two-way grid embedding algorithms. The basic algorithms and specificities related to ocean modelling are first described. Then, we address several important issues: conservation properties, design of interpolation/restriction operators, and noise control techniques.
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Alapaty K, Mathur R, Odman T (1998) Intercomparaison of spatial interpolation schemes for use in nested grid models. Mon Weather Rev 126(1):243–249
Barth A, Alvera-Azcarate A, Rixen M, Beckers J-M (2005) Two-way nested model of mesoscale circulation features in the Ligurian Sea. Prog Oceanogr 66:171–189
Bender MA, Ross RJ, Tuleya RE, Kurihara Y (1993) Improvements in tropical cyclone track and intensity forecasts using the GFDL initialization system. Mon Weather Rev 121:2046–2061
Berger MJ (1985) Stability of interfaces with mesh refinement. Math Comput 45:301–318
Berger MJ, Oliger J (1984) Adaptive mesh refinement for hyperbolic partial differential equations. J Comput Phys 53(3):484–512
Berger MJ, Colella P (1989) Local adaptive mesh refinement for shock hydrodynamics. J Comput Phys 82(1):64–84
Blayo E, Debreu L (2005) Revisiting open boundary conditions from the point of view of characteristic variables. Ocean Model 9:231–252
Blumberg AF, Mellor GL (1987) A description of a three-dimensional coastal ocean circulation model. In: Heaps N (ed) Three-dimensional coastal ocean models, vol 4. American Geophysical Union, Washington, DC, p 208
Clark TL, Farley D (1984) Severe downslope windstorm calculations in two and three spatial dimensions using anelastic interactive grid nesting: a possible mechanism for gustiness. J Atmos Sci 41:329–350
Davies, HC (1976) A lateral boundary formulation for multi-level prediction models. Q J R Meteorol Soc 102:405–418
Debreu L, Marchesiello P, Penven P (2008a) Two-Way embedding algorithms for a split-explicit free surface ocean model. Ocean Model (in preparation)
Debreu L, Vouland C, Blayo E (2008b) AGRIF: Adaptive Grid Refinement In Fortran. Comput Geosci 34(1):8–13
Dukowicz JK, Smith RD (1994) Implicit free-surface method for the Bryan-Cox-Semtner ocean model. J Geophys Res 99:7991:8014
Fox AD, Maskell SJ (1995) Two–way interactive nesting of primitive equation ocean models with topography. J Phys Oceanogr 25:2977–2996
Ginis I, Richardson RM, Rothstein LM (1998) Design of a multiply nested primitive equation ocean model. Mon Weather Rev 126:1054–1079
Harrison EJ, Elsberry RL (1972) A method for incorporating nested finite grids in the solution of systems of geophysical equations. J Atmos Sci 29:1235–1245
Heggelund Y, Bernsten J (2002) A method for analysing nesting techniques for the linearized shallow water equations. Int J Numer Methods Fluids 38:163–185
Herrnstein A, Wickett M, Rodrigue G (2005) Structured adaptive mesh refinement using leapfrog time integration on a staggered grid for ocean models. Ocean Model 9(3):283–304
Jones RW (1977) A nested grid for a three-dimensional model of a tropical cyclone. J Atmos Sci 34:1528–1553
Killworth PD, Stainforth D, Webb DJ, Paterson SM (1991) The development of a free-surface Bryan–Cox–Semtner ocean model. J Phys Oceanogr 21:1333–1348
Koch SE, McQueen JT (1987) A survey of nested grid techniques and their potential for use within the MASS weather prediction model. NASA Technical Memorandum 87808
Kurihara Y, Tripoli GJ, Bender MA (1979) Design of a movable nested-mesh primitive equation model. Mon Weather Rev 107:239–249
Kurihara Y, Bender MA (1980) Use of a movable nested-mesh model for tracking a small vortex. Mon Weather Rev 108:1792:1809
Laugier M, Angot P,Mortier L (1996) Nested grid methods for an ocean model: a comparative study. Int J Numer Methods Fluids 23(11):1163–1195
Martin DF, Cartwright KL (1996) Solving Poisson’s equation using adaptive mesh refinement. Technical Report UCB/ERL, M96/66 UC, Berkeley
Martinsen EA, Engedahl HE (1987) Implementation and testing of a lateral boundary scheme as an open boundary condition in a barotropic ocean model. Coast Eng 11:603–627
Michalakes J (1998) Runtime System Library (RSL) for parallelization of gridded weather models with nesting. http://www-unix.mcs.anl.gov/~michalak/rsl
Oddo P, Pinardi N (2008) Lateral open boundary conditions for nested limited area models: a scale selective approach. Ocean Model 20:134–156
Oey LY, Chen P (1992) A nested-grid ocean model: with application to the simulation of meanders and eddies in the Norwegian Coastal Current. J Geophys Res 97(20):063–086
Olsson F, Petersson NA (1996) Stability of interpolation on overlapping grids. Comput Fluids 25(6):583–605
Part-Enander E, Sjogreen B (1994) Conservative and non-conservative interpolation between overlapping grids for finite volume solutions of hyperbolic problems. Comput Fluids 23(3):551–574
Penven P, Debreu L, Marchesiello P, McWilliams JC (2006) Evaluation and application of the ROMS 1-way embedding procedure to the central california upwelling system. Ocean Model 12:157–187
Perkins AL, Smedstad LF, Blake DW, Heburn GW, Wallcraft AJ (1997) A new nested boundary condition for a primitive-equation ocean model. J Geophys Res 102(C2):3483–3500
Phillips NA, Shukla J (1973) On the strategy of combining coarse and fine grids meshes in numerical weather prediction. J Appl Meteorol 12:763–770
Sheng J, Greatbatch RJ, Zhai X, Tang L (2005) A new two-way nesting technique for ocean modeling based on the smoothed semi-prognostic method. Ocean Dyn 55:162–177
Sobel JP (1976) Nested grids in numerical weather prediction and an application to a mesoscale streak. Ph.D. thesis, Pennsylvania State University, p 135
Spall MA, Holland WR (1991) A nested primitive equation model for oceanic applications. J Phys Oceanogr 21:205–220
Zhang DL, Chang HR, Seaman NL, Warner TT, Fritsch JM (1986) A two-way interactive nesting procedure with variable terrain resolution. Mon Weather Rev 114:1330–1339
Zhuo L, Qingcun Z (1995) The application of time-dependent adaptive mesh model in typhoon track prediction. Chin J Atmos Sci 19:303–310
Acknowledgements
This work is a contribution to the MERSEA project. Partial support from the European Commission under contract SIP3-CT-2003-502885 is gratefully acknowledged. We would like to thank two anonymous reviewers for their comments and careful reading of the manuscript.
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Debreu, L., Blayo, E. Two-way embedding algorithms: a review. Ocean Dynamics 58, 415–428 (2008). https://doi.org/10.1007/s10236-008-0150-9
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DOI: https://doi.org/10.1007/s10236-008-0150-9