Paper/Poster/Presentation Title
Keywords
"plant growth", "modeling", "wind erosion", "agro-ecosystem", "model component", "phenology"
Start Date
25-6-2018 9:00 AM
End Date
25-6-2018 10:20 AM
Abstract
The goals of the Unified Plant Growth Model (UPGM) project are: 1) integrating into one platform the enhancements from the multiple EPIC-based plant growth models, 2) further enhance the integrated UPGM model, and 3) develop a component that can be more easily linked into other agroecosystem models such as the Wind Erosion Prediction System (WEPS) and Agricultural Ecosystem Services Model (AgES). Objectives 1 and 2 are presented in part one, and this talk discusses the development of a prototype for Objective 3.
The overall design of the integrated UPGM component is presented, focusing on the need to adequately represent the plant “phases” and “growth stages” inherent within the original models with a data-driven representation. The modules developed are being constructed following object-oriented constructs to allow the UPGM component to be more modular for facilitating easier integration into other models and allowing for future migration of the code to other languages if desired. Discussion of the actual integration process of the integrated UPGM component into WEPS will be provided. A graphical depiction of phases and stages of several crops is presented with the corresponding physical processes. The general coding in Fortran 2008 is also diagrammed. The incorporation of UPGM into WEPS and AgES is expected to provide more accurate plant growth simulations and thereby better predict wind erosion and hydrology.
Development of the standalone UPGM component prototype shows promise for incorporation into other agroecosystem models, and provides greater opportunity for scientists to improve or add specific algorithms in their areas of interest.
Unified Plant Growth Model (UPGM). 2. Component development and integration with agroecosystem models
The goals of the Unified Plant Growth Model (UPGM) project are: 1) integrating into one platform the enhancements from the multiple EPIC-based plant growth models, 2) further enhance the integrated UPGM model, and 3) develop a component that can be more easily linked into other agroecosystem models such as the Wind Erosion Prediction System (WEPS) and Agricultural Ecosystem Services Model (AgES). Objectives 1 and 2 are presented in part one, and this talk discusses the development of a prototype for Objective 3.
The overall design of the integrated UPGM component is presented, focusing on the need to adequately represent the plant “phases” and “growth stages” inherent within the original models with a data-driven representation. The modules developed are being constructed following object-oriented constructs to allow the UPGM component to be more modular for facilitating easier integration into other models and allowing for future migration of the code to other languages if desired. Discussion of the actual integration process of the integrated UPGM component into WEPS will be provided. A graphical depiction of phases and stages of several crops is presented with the corresponding physical processes. The general coding in Fortran 2008 is also diagrammed. The incorporation of UPGM into WEPS and AgES is expected to provide more accurate plant growth simulations and thereby better predict wind erosion and hydrology.
Development of the standalone UPGM component prototype shows promise for incorporation into other agroecosystem models, and provides greater opportunity for scientists to improve or add specific algorithms in their areas of interest.
Stream and Session
Stream F: System Identification Approaches for Complex Environmental Systems
F5: New and Improved Methods in Agricultural Systems Modelling
Desire oral presentation.