CANVEG
CANVEG
Criterion | Explanation |
General Description | Landscape scale biophysical 1-D multilayer gas exchange model between biosphere and atmosphere for CO2, 13CO2, water, sensible heat, ozone, sulfur dioxide, and isoprene flux densities using coupled micrometeorological and physiological modules. |
Model Domain | General |
Developer | University of California, Berkeley: Professor Dennis D. Baldocchi. |
Hardware computing requirements | Not specified |
Code language | Visual C++ |
Original application | Original model (CANOAK) was used to calculate fluxes of carbon dioxide, water vapor and energy between vegetation and the atmosphere in forest systems. |
Public/proprietary and cost | Public, no associated cost for use. |
Physically or empirically based | Mechanistic model based on net ecosystem exchange flux partitioning. |
Mathematical methods used | Uses scalar conservation, algorithms, and sub-models to account for: micrometeorology, turbulence, diffusion, radiative transfer, net leaf exchange (photosynthesis, respiration, stomatal conductance and transpiration), soil exchange (soil and root respiration and evaporation). Additional information can be obtained from Baldocchi and Harley (1995), Baldocchi (1997) and Baldocchi and Meyers (1998). |
Input data requirements | Photosynthetic photon flux density, air temperature, wind speed, relative humidity and CO2 concentration, leaf area index, maximum carboxylation rate, leaf angle orientation, spatial dispersion index and canopy height, soil temperature at a deep reference point. Meteorological and soil data easily obtained from public databases, canopy characteristics can be assimilated with some effort from peer reviewed sources. |
Outputs | Micrometeorological module output – environmental variables such as leaf and soil energy exchange, turbulent diffusion, scalar concentration profiles and radiative transfer within the canopy Physiological module output – leaf photosynthesis, stomatal conductance Complete model output – Gross primary productivity, net ecosystem exchange, respiration of total ecosystem and individual components for CO2, H2O and sensible heat. |
Pre-processing and post-processing tools | No processing software provided. |
Representation of uncertainty | Currently no error propagation or uncertainty limits integrated into model framework. Uncertainty of various computational methods have been evaluated using uncertainly in data input, fractionation factors, model parameters and making multiple iterations (Oikawa et al., 2017). |
Prevalence | Currently used exclusively by individual modelers in academic institutions. |
Ease of use for public entities | Moderate to difficult: experience with Visual C++ required. |
Ease of obtaining information and availability of technical support | No commercial technical support, only correspondence with individual modelers can provide support. |
Model and Source code availability | No model or source code readily available to public. Source code available upon request from developer. |
Status of model development | Model developed and available for use. Future updates include expanding CANVEG model from ecosystem scale to continental and global scales using a more simplistic version of the model (to be named BESS model). |
Challenges for integration | Integration challenges may include difficulties integrating with other models requiring 2-D or higher spatial resolution. |
References
Baldocchi, D.D. and Harley, P.C., 1995. Scaling carbon dioxide and water vapour exchange from leaf to canopy in a deciduous forest. II. Model testing and application. Plant, Cell & Environment, 18(10), pp.1157-1173.
Baldocchi, D., 1997. Measuring and modelling carbon dioxide and water vapour exchange over a temperate broad‐leaved forest during the 1995 summer drought. Plant, Cell & Environment, 20(9), pp.1108-1122.
Baldocchi, D. and Meyers, T., 1998. On using eco-physiological, micrometeorological and biogeochemical theory to evaluate carbon dioxide, water vapor and trace gas fluxes over vegetation: a perspective. Agricultural and Forest Meteorology, 90(1-2), pp.1-25.
Oikawa, P.Y., Sturtevant, C., Knox, S.H., Verfaillie, J., Huang, Y.W. and Baldocchi, D.D., 2017. Revisiting the partitioning of net ecosystem exchange of CO 2 into photosynthesis and respiration with simultaneous flux measurements of 13 CO 2 and CO 2, soil respiration and a biophysical model, CANVEG. Agricultural and forest meteorology, 234, pp.149-163.
Model inventory developed for Delta Stewardship Council Integrated Modeling Steering Committee (IMSC)