Modelling the impact of drought and heat stress on common bean with two different photosynthesis model approaches. (July 2016)
- Record Type:
- Journal Article
- Title:
- Modelling the impact of drought and heat stress on common bean with two different photosynthesis model approaches. (July 2016)
- Main Title:
- Modelling the impact of drought and heat stress on common bean with two different photosynthesis model approaches
- Authors:
- Seidel, S.J.
Rachmilevitch, S.
Schütze, N.
Lazarovitch, N. - Abstract:
- Abstract: Extreme temperature and drought stress are major environmental factors limiting agriculture worldwide. A comprehensive understanding of plant behavior under different environmental conditions can be gained through experiments and through the application of biophysical crop models. This study presents a field experiment conducted with bean exposed to heat and drought stress. Based on an experimental data collection a crop model was set up, calibrated and validated. Hereby, the two different photosynthesis model approaches already implemented in the model, a simple empirical (the Goudriaan and van Laar or GvL model) and a biochemical photosynthesis model approach (the Farquhar-Ball-Collatz or FBC model), were tested. Both photosynthesis model approaches performed adequately under no stress conditions. Under heat stress conditions, yield was underestimated by both models. However, the FBC model performed better than the simpler photosynthesis model approach of the GvL model. The FBC crop model was able to predict the soil water dynamics, the plant growth and the stomatal conductance. Highlights: We tested two different photosynthesis model approaches implemented in a biophysical crop model. A comprehensive experimental data collection was used to set up, calibrate and validate the crop model. The effect of the photosynthesis model choice was evaluated with multiple model runs based on observed data testing several feasible growth and climatic conditions. TheAbstract: Extreme temperature and drought stress are major environmental factors limiting agriculture worldwide. A comprehensive understanding of plant behavior under different environmental conditions can be gained through experiments and through the application of biophysical crop models. This study presents a field experiment conducted with bean exposed to heat and drought stress. Based on an experimental data collection a crop model was set up, calibrated and validated. Hereby, the two different photosynthesis model approaches already implemented in the model, a simple empirical (the Goudriaan and van Laar or GvL model) and a biochemical photosynthesis model approach (the Farquhar-Ball-Collatz or FBC model), were tested. Both photosynthesis model approaches performed adequately under no stress conditions. Under heat stress conditions, yield was underestimated by both models. However, the FBC model performed better than the simpler photosynthesis model approach of the GvL model. The FBC crop model was able to predict the soil water dynamics, the plant growth and the stomatal conductance. Highlights: We tested two different photosynthesis model approaches implemented in a biophysical crop model. A comprehensive experimental data collection was used to set up, calibrate and validate the crop model. The effect of the photosynthesis model choice was evaluated with multiple model runs based on observed data testing several feasible growth and climatic conditions. The application of the Farquhar-Ball-Collatz model implemented in a field-scale crop model is recommended for drought and heat stress simulation studies. … (more)
- Is Part Of:
- Environmental modelling & software. Volume 81(2016:Jul.)
- Journal:
- Environmental modelling & software
- Issue:
- Volume 81(2016:Jul.)
- Issue Display:
- Volume 81 (2016)
- Year:
- 2016
- Volume:
- 81
- Issue Sort Value:
- 2016-0081-0000-0000
- Page Start:
- 111
- Page End:
- 121
- Publication Date:
- 2016-07
- Subjects:
- Heat stress -- Drought stress -- Farquhar-Ball-Collatz model -- Crop modelling -- Irrigation -- Common bean -- Phaseolus vulgaris
Environmental monitoring -- Computer programs -- Periodicals
Ecology -- Computer simulation -- Periodicals
Digital computer simulation -- Periodicals
Computer software -- Periodicals
Environmental Monitoring -- Periodicals
Computer Simulation -- Periodicals
Environnement -- Surveillance -- Logiciels -- Périodiques
Écologie -- Simulation, Méthodes de -- Périodiques
Simulation par ordinateur -- Périodiques
Logiciels -- Périodiques
Computer software
Digital computer simulation
Ecology -- Computer simulation
Environmental monitoring -- Computer programs
Periodicals
Electronic journals
363.70015118 - Journal URLs:
- http://www.sciencedirect.com/science/journal/13648152 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.envsoft.2016.04.001 ↗
- Languages:
- English
- ISSNs:
- 1364-8152
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - 3791.522800
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