Chemistry Café and the Model Independent Chemistry Module (MICM)

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Presentation transcript:

Chemistry Café and the Model Independent Chemistry Module (MICM) Mary Barth (ACOM/MMM) Andrew Conley (ACOM) Jean-François Lamarque (CGD) Dan Marsh (ACOM/HAO) and other significant contributors National Center for Atmospheric Research

Atmospheric Chemistry Modeling Studies Chemical Weather Understanding Processes Affecting Atmospheric Composition, Impacts GECKO-A simulation of SOA production in an urban environment Chemical Climate Prediction of ozone along a trajectory from Denver westward into mountains Surface Temperature Response to US SO2 emissions Science we do in NCAR/ACOM

Current Atmospheric Chemistry Modeling at NCAR Examining the Urban/Cloud to Regional Scales Weather Research and Forecasting model coupled with Chemistry Understanding the Chemistry in Detail Generator of Explicit Chemistry and Kinetics of Organics in the Atmosphere (GECKO-A) BOXMOX = box model with chemistry as represented in many 3-d chemistry transport models Global Scale Impacts of Atmospheric Chemistry Community Atmosphere Model with Chemistry Whole Atmosphere Community Climate Model Many models we have in NCAR/ACOM, supporting many scales. Forecasts for field campaigns, studies of air quality, process studies, connections to climate.

Model-Independent Chemistry Module (MICM) Same infrastructure for box models, regional-scale models, and global models Chemistry Café: Versioned, traceable data storage Atmosphere Model (e.g. Singletrack) Reactions and Reaction Rates Data for Photolysis Rates Properties of Trace Gases Common Physics Framework (CPF) Developed Under Construction Kinetics Definitions Solve Chemistry ODE Other Chemistry/Physics Packages Code Generator MICM is gas-phase chemistry implemented with CPF. Flexible gas-phase chemistry specifications. Currently the database is being used by CESM, WRF, BOXMOX. Unified the gas-phase kinetics. MICM provides flexibility, traceability to the 300-500 reactions and species Any CPF-compliant chemistry mechanism here

Preprocessor Input Files Chemistry Café Migration to MICM/MUSICA WRF KPP Chemistry Cafe Preprocessor Input Files Tag CAM-Chem MozartPP CESM, WRF BOXMOX, LaTeX Constituent Properties Reaction Kinetics Mechanisms (Tags) Versioning Data Sources > node get_tag.js 145 Configured Mechanisms >node config_PP.js 145 Chemistry Café: Database and Web Interface to chemical mechanisms. All mechanisms are updated (JPL 16) MICM/MUSICA: micro-services, filestreams/files KPP and Mozart are a combination of compiled code, shell scripts, unix services Mechanism.F90 ODE_solver.F90 Constituent_Information.F90 CPF configuration Tag_145.json

Example of JSON files Tag_145.json "molecules": [ {    {       "moleculename": "Cl",       "transport": ”No",       "molecular_weight": "35.4", } , {} , {} ]     "photolysis": [    {       "rate": ”j_cl2",       "reactants": [          "CL2"       ],       "products": [          {             "coefficient": "2",             "molecule": "CL"          } } , {} , {}, … ] "reactions": [    {       "rate": ”Troe(…)",       "reactants": [          "CL",          "CL"       ],       "products": [          {             "coefficient": 1,             "molecule": "CL2"          }       ]    }, {}, {},… ] JSON is like XML, but parsers are more standard and flexible. User can provide JSON definition of mechanism rather than using the Café Tag_145.json

Every Chemistry Mechanism will have a Tag and generate [Fortran] Code Versioning Information Preprocessor Version Tag Comments Person Creating Tag … Fortran Files that Plug into CPF Constituent_Information: Transported Henry’s Law Coefficients … Kinetics to define ODEs ODE_solver Configured Mechanisms Mechanism.F90 ODE_solver.F90 Constituent_Information.F90 CPF configuration Kinetics data type defining User can provide JSON definition of mechanism rather than using the Café Kinetics Definitions Solve Chemistry ODE Code Generator

Constituent_information_type{ } [Fortran] Standard name - character string Description - character string Transported – T/F    Diffused [eddy, molecular, major species] Convected T/F Chemistry-Suite-Units: [dryMMR, wetVMR, …] Wet removed – T/F [ Or pointer to function ] Dry deposited – T/F [ Or pointer to function ] Used for radiative heating rates -  T/F [ Or name in radiation?] … Kinetics data type defining User can provide JSON definition of mechanism rather than using the Café

Model-Independent Chemistry Module (MICM) Same infrastructure for box models, regional-scale models, and global models Chemistry Café: Versioned, traceable data storage Atmosphere Model (e.g. Singletrack) Reactions and Reaction Rates Data for Photolysis Rates Properties of Trace Gases Common Physics Framework (CPF) Developed Under Construction Kinetics Definitions Solve Chemistry ODE Other Chemistry/Physics Packages Code Generator MICM is gas-phase chemistry implemented with CPF. Flexible gas-phase chemistry specifications. Currently the database is being used by CESM, WRF, BOXMOX. Unified the gas-phase kinetics. MICM provides flexibility, traceability to the 300-500 reactions and species Any CPF-compliant chemistry mechanism here

Model-Independent Chemistry Module Year 1: Standalone gas-phase chemistry implementing CPF (e.g., box model) Community input on initial prototype Year 2: Connect to the atmosphere model, e.g., Transport Deposition Add aerosols – community involvement Add heterogeneous and aqueous chemistry

Future Atmospheric Chemistry Modeling at NCAR Atmosphere Model (Singletrack) Ensures physical and transport processes affecting trace gases and aerosols are properly represented in physics routines, e.g., Convective parameterization includes convective transport and wet deposition of trace gases and aerosols Cloud physics includes wet deposition of trace gases and aerosols PBL parameterization includes vertical mixing of trace gases and aerosols Scale-Aware / Scale-independent Need to support such studies Cloud Physics, Radiation, Transport Unified Model for Chemical Weather Chemical Climate Process Studies Common Physics Framework MICM hooks with atmosphere model and physics schemes. Physical/transport processes affecting chemistry are done in physics. Other chemistry schemes can be hooked into CPF. Model-Independent Chemistry Model (MICM)

Chemistry Café and Model Independent Chemistry Module MICM will take the database of chemical reactions, produce the computer code to solve the ODEs, and be compliant with the common physics framework to allow solutions from box models to regional and global models MICM will create an interface flexible enough to be incorporated in any atmosphere model MICM will provide a framework for developers (inside and outside NCAR) to test and incorporate updated/new approaches or methods Modular aspect of MICM will enable community developers to focus on improving a single aspect of chemistry