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...Also included are options to use more recent formulations for K1 and K2 from Millero (2010) and for total boron from Lee et al. (2010). The rocsy package is designed for users with some programming experience, preferably in Fortran or python. Others may well prefer the facility of packages such as the Excel version of CO2sys. But rocsy is computationally much faster, being designed for big data sets and ocean models. For models, rocsy offers improved accuracy by avoiding 3 common approximations. ...

The mrocs software is designed to accurately and efficiently compute all marine carbonate system variables from dissolved inorganic carbon (DIC), total alkalinity (Alk), temperature, and salinity as well as phosphate and silica concentrations. By default, the thermodynamic equilibrium constants used in mrocs are those recommended by Best-Practices Guide (Dickson et al., 2007). The mrocs package also includes options to use more recent formulations for K1 and K2 from Millero (2010) and for total boron from Lee et al. (2010). The mrocs package is designed for users with some programming experience, either in Fortran or python. Others would will prefer the facility of packages such as the Excel version of CO2sys. Because mrocs is computationally much faster, it is suited for big data and ocean models. ...