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Supplemental code for the paper "Parameterizing the impact of unresolved temperature variability on the large scale density field Part I: Theory." by Z. Stanley, I. Grooms, W. Kleiber, S. D. Bachman, F. Castruccio, and A. Adcroft published in Journal of Advances in Modeling Earth Systems.

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Impact_Temperature_Variability_on_Density

This repo contains code used for the paper "Parameterizing the impact of unresolved temperature variability on the large scale density field Part I: Theory." by Z. Stanley, I. Grooms, W. Kleiber, S. D. Bachman, F. Castruccio, and A. Adcroft published in Journal of Advances in Modeling Earth Systems.

  1. The live script "Sec2_Deterministic_Parameterization.mlx" makes the plots and demonstrates several important calculations for Section 2 of this paper.
  2. The live script "Sec3_Stochastic_Parameterization.mlx" makes the plots and demonstrates several important calculations for Section 3 of this paper.
  3. Data for one snapshot, coarse grained to 1 degree is split across three files, "0013_01_05_1degree_a.mat", "0013_01_05_1degree_b.mat", "0013_01_05_1degree_c.mat" to fit within github's file size restrictions
  4. The various Matlab scripts perform various diagnostic analyses of the data, as described in the paper.
  5. EOF.m is copyright David M. Kaplan. All other files are copyright Z. Stanley.

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Supplemental code for the paper "Parameterizing the impact of unresolved temperature variability on the large scale density field Part I: Theory." by Z. Stanley, I. Grooms, W. Kleiber, S. D. Bachman, F. Castruccio, and A. Adcroft published in Journal of Advances in Modeling Earth Systems.

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