the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Alquimia v1.0: A generic interface to biogeochemical codes – A tool for interoperable development, prototyping and benchmarking for multiphysics simulators
Abstract. We present Alquimia v1.0, a generic interface to geochemical solvers that facilitates development of multiphysics simulators by enabling code coupling, prototyping and benchmarking. The interface enforces a call signature for setting up, solving, serving up output data, and other common auxiliary tasks, while providing a set of structures for data transfer between the multiphysics code driving the simulation and the geochemical solver. Alquimia relies on a single-cell approach that permits operator splitting coupling and parallel computation. We describe the implementation in Alquimia of two widely-used open-source codes that perform geochemical calculations, PFLOTRAN and CrunchFlow. We then exemplify its use for the implementation and simulation of reactive transport in porous media by two open-source flow and transport simulators, Amanzi and Parflow. We also demonstrate its use for the simulation of coupled processes in novel multiphysics applications including the effect of multiphase flow on reaction rates at the pore scale with openFOAM, the role of complex biogeochemical processes in land surface models such as the E3SM Land Model (ELM), and the impact of surface-subsurface hydrological interactions on hydrogeochemical export from watersheds with the Advanced Terrestrial Simulator (ATS). These applications make it apparent that the availability of a well-defined yet flexible interface has the potential to improve the software development workflow, freeing up resources to focus on advances in process models and mechanistic understanding of coupled problems.
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Status: open (until 19 Dec 2024)
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RC1: 'Comment on gmd-2024-108', Anonymous Referee #1, 11 Nov 2024
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This is a long-awaited publication - the Alquimia was released on github in 2013 and since then used in several DOE and other funded projects. The main purpose of Alquimia interface is to provide a seamless coupling between different multiphysics simulators and different chemical speciation solvers. For this, Alquimia offers a number of C data structures and API calls, sufficient for combining at least the codes written in C, C++ and Fortran. A partial Python API is also available. In principle, an Alquimia interface module needs to be created for each multiphysics code and each chemical speciation code. Currently, only CrunchFlow and ℗FLOTRAN chemical speciation solvers can be connected. A particular strength of this paper is that the concepts of Alquimia are explained on several examples, from typical reactive transport up to land surface hydro-biogeochemical models. The latter couplings actually broaden the context of coupled simulations and corroborate the innovativeness of the concept and approach behind Alquimia. Overall, Alquimia - the generic interface for coupling multiphysics with geochemical codes - marks a milestone and outlines state of the art, while showing a lot of potential for future extensions e.g. with more chemical speciation solvers. This is why the work presented by S. Molins and colleagues deserves the top mark in any sense. The attached pdf contains technical comments that, if the authors choose to implement, may improve the overall quality and impact of the paper.
Model code and software
Alquimia: A generic interface to biogeochemical codes– A tool for interoperable development, prototyping and benchmarking for multiphysics simulators Sergi Molins, Benjamin J. Andre, Jeffrey N. Johnson, Glenn E. Hammond, Benjamin N. Sulman, Konstantin Lipnikov, Marcus S. Day, James J. Beisman, Daniil Svyatsky, Hang Deng, Peter C. Lichtner, Carl I. Steefel, and J. David Moulton https://doi.org/10.5281/zenodo.11414441
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