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Simulating Switchgrass Growth and Development under Potential and Water-Limiting Conditions
- Anticipating a demand for switchgrass (Panicum virgatum L.) as a source for biofuel production, a crop simulation model of this crop can be a component of a biofuel decision support system. The objective of this effort was to develop and test a model for switchgrass, based on robust empirical relationships between plant behavior and the environment. The model simulates date of annual growth initiation (AGI), anthesis, aboveground biomass, leaf area index (LAI), and water balance components with a daily time step for crops grown under potential and water- limiting conditions. Daily weather data (solar radiation, maximum and minimum temperature, and rainfall), soil available water-holding capacity (AWHC), and the fraction of AWHC at the date of AGI (FAWHC-AGI) are required inputs. Two cultivar-specific parameters, the maximum rate of development at the optimum temperature (Rmax) and maximum LAI (MAXLAI), synthesize differences in development and growth between cultivars. Tested against 10 independent data sets, the model generated good predictions of date of anthesis (root mean square error [RMSE] = 3 d) and aboveground biomass (RMSE = 1.5 Mg ha-1).
Grassini, Patricio , Hunt, Eric , Mitchell, Robert B. , Weiss, Albert
Panicum virgatum , biomass , ethanol production , crop models , simulation models , dry matter accumulation , plant growth , growth models , water stress , phenology , flowering , leaf area index , water balance , soil water content , plant available water , model validation , accuracy , Nebraska , Texas
- Includes references
- Agronomy journal 2009 May-June, v. 101, no. 3
Journal Articles, USDA Authors, Peer-Reviewed
- Works produced by employees of the U.S. Government as part of their official duties are not copyrighted within the U.S. The content of this document is not copyrighted.