A semimechanistic model predicting the growth and production of the bioenergy crop Miscanthus×giganteus: description, parameterization and validation
Abstract
Biomass based bioenergy is promoted as a major sustainable energy source which can simultaneously decrease net greenhouse gas emissions. Miscanthus×giganteus (M.×giganteus), a C4 perennial grass with high nitrogen, water, and light use efficiencies, is regarded as a promising energy crop for biomass production. Mathematical models which can accurately predict M.×giganteus biomass production potential under different conditions are critical to evaluate the feasibility of its production in different environments. Although previous models based on light‐conversion efficiency have been shown to provide good predictions of yield, they cannot easily be used in assessing the value of physiological trait improvement or ecosystem processes. Here, we described in detail the physical and physiological processes of a previously published generic mechanistic eco‐physiological model, WIMOVAC, adapted and parameterized for M.×giganteus. Parameterized for one location in England, the model was able to realistically predict daily field diurnal photosynthesis and seasonal biomass at a range of other sites from European studies. The model provides a framework that will allow incorporation of further mechanistic information as it is developed for this new crop.
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Annual yield from miscanthus could be 10.9-24.7 odt/ha.
“Annual yield from hybrid willow and miscanthus could be 10.7-14.1 odt/ha 25-27 and 10.9-24.7 odt/ha 25,28-30 .”
From Economic and life cycle assessments of biomass utilization for bioenergy products (2017) · cites this paper as [30]
Cites
Miscanthus: European experience with a novel energy crop
Lewandowski, I., Clifton-Brown, J. C., Scurlock, J. M. O., & Huisman, W. (2000) · Biomass and Bioenergy · doi:10.1016/s0961-9534(00)00032-5 · Cited by 988 · see citing works
Naidu, S. L., Moose, S. P., AL-Shoaibi, A. K., Raines, C. A., & Long, S. P. (2003) · Plant Physiology · doi:10.1104/pp.103.021790 · Cited by 227 · see citing works
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Heaton, E. A., Dohleman, F. G., Miguez, A. F., Juvik, J. A., Lozovaya, V., Widholm, J., Zabotina, O. A., McIsaac, G. F., David, M. B., Voigt, T. B., et al. (2010) · Advances in Botanical Research · doi:10.1016/b978-0-12-381518-7.00003-0 · Cited by 258 · see citing works
Self-citationDohleman, F. G., Heaton, E. A., Arundale, R. A., & Long, S. P. (2012) · GCB Bioenergy · doi:10.1111/j.1757-1707.2011.01153.x · Cited by 175 · see citing works
Self-citationArundale, R. A., Dohleman, F. G., Heaton, E. A., Mcgrath, J. M., Voigt, T. B., & Long, S. P. (2014) · GCB Bioenergy · doi:10.1111/gcbb.12077 · Cited by 140 · see citing works
Self-citationEconomic and life cycle assessments of biomass utilization for bioenergy products
Liu, W., Wang, J., Richard, T. L., Hartley, D. S., Spatari, S., & Volk, T. A. (2017) · Biofuels, Bioproducts and Biorefining · doi:10.1002/bbb.1770 · Cited by 71 · see citing works
- Authors
- MIGUEZ, F. E., ZHU, X., HUMPHRIES, S., BOLLERO, G. A., & LONG, S. P.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- Agricultural Development Advisory Service (United Kingdom) (GB)
- Corresponding author
- MIGUEZ, FERNANDO E.
- Venue
- GCB Bioenergy
- Publisher
- Wiley
- Published
- 2009-08
- Volume
- 1
- Issue
- 4
- Pages
- 282-296
- ISSN
- 1757-1693 (ISSN-L)
- 1757-1707
- OpenAlex
- W2117317455
- Cited by
- 79
- References
- 2
- Citations by year
- 2026: 1 · 2025: 5 · 2024: 1 · 2022: 6 · 2021: 5 · 2020: 5 · 2019: 4 · 2018: 3 · 2017: 9 · 2016: 2 · 2015: 5 · 2014: 8 · 2013: 6 · 2012: 9
- FWCI
- 13.41
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- GCB Bioenergy (publishedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Bioenergy crop production and management
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Crop Yield and Soil Fertility
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Agricultural Productivity and Crop Improvement
- Keywords
- Miscanthus × giganteus, biomass production, diurnal photosynthesis, model parameterization, energy crops, perennial grasses, C4 plants, model validation
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Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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