Genotypic diversity effects on biomass production in native perennial bioenergy cropping systems
Abstract
The perennial grass species that are being developed as biomass feedstock crops harbor extensive genotypic diversity, but the effects of this diversity on biomass production are not well understood. We investigated the effects of genotypic diversity in switchgrass (Panicum virgatum) and big bluestem (Andropogon gerardii) on perennial biomass cropping systems in two experiments conducted over 2008–2014 at a 5.4-ha fertile field site in northeastern Illinois, USA. We varied levels of switchgrass and big bluestem genotypic diversity using various local and nonlocal cultivars – under low or high species diversity, with or without nitrogen inputs – and quantified establishment, biomass yield, and biomass composition. In one experiment (‘agronomic trial’), we compared three switchgrass cultivars in monoculture to a switchgrass cultivar mixture and three different species mixtures, with or without N fertilization. In another experiment (‘diversity gradient’), we varied diversity levels in switchgrass and big bluestem (1, 2, 4, or 6 cultivars per plot), with one or two species per plot. In both experiments, cultivar mixtures produced yields equivalent to or greater than the best cultivars. In the agronomic trial, the three switchgrass mixture showed the highest production overall, though not significantly different than best cultivar monoculture. In the diversity gradient, genotypicmore »
- Authors:
-
[1];
- Department of Agronomy Kansas State University Manhattan KS 66506 USA
- USDA‐ARS Dairy Forage Research Center Madison WI 53706 USA
- Research School of Biology Australian National University Acton ACT 2601 Australia
- Department of Biological Sciences Boise State University Boise ID 83725 USA
- Biosciences Division Argonne National Laboratory Argonne IL 60439 USA
- Publication Date:
- Research Org.:
- Argonne National Lab. (ANL), Argonne, IL (United States); Kansas State Univ., Manhattan, KS (United States); USDA-ARS Dairy Forage Research Center, Madison, WI (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER); National Inst. of Food and Agriculture (NIFA) (United States); Dept. of Agriculture (USDA) (United States); National Inst. of Health (NIH) (United States)
- Contributing Org.:
- Australian National Univ., Acton, ACT (Australia); Boise State Univ., ID (United States)
- OSTI Identifier:
- 1234274
- Alternate Identifier(s):
- OSTI ID: 1234275; OSTI ID: 1364337
- Grant/Contract Number:
- AC02-06CH11357; 2010-03894; 2012-67010-20069; T32 GM007197
- Resource Type:
- Published Article
- Journal Name:
- Global Change Biology. Bioenergy
- Additional Journal Information:
- Journal Name: Global Change Biology. Bioenergy Journal Volume: 8 Journal Issue: 5; Journal ID: ISSN 1757-1693
- Publisher:
- Wiley-Blackwell
- Country of Publication:
- United Kingdom
- Language:
- English
- Subject:
- 09 BIOMASS FUELS; big bluestem; biomass feedstock; cultivars; ecotype; fertilization; low-input high-diversity; polymorphism; switchgrass; tallgrass prairie; yield
Citation Formats
Morris, Geoffrey P., Hu, Zhenbin, Grabowski, Paul P., Borevitz, Justin O., Graaff, Marie‐Anne, Miller, R. Michael, and Jastrow, Julie D. Genotypic diversity effects on biomass production in native perennial bioenergy cropping systems. United Kingdom: N. p., 2016.
Web. doi:10.1111/gcbb.12309.
Morris, Geoffrey P., Hu, Zhenbin, Grabowski, Paul P., Borevitz, Justin O., Graaff, Marie‐Anne, Miller, R. Michael, & Jastrow, Julie D. Genotypic diversity effects on biomass production in native perennial bioenergy cropping systems. United Kingdom. https://doi.org/10.1111/gcbb.12309
Morris, Geoffrey P., Hu, Zhenbin, Grabowski, Paul P., Borevitz, Justin O., Graaff, Marie‐Anne, Miller, R. Michael, and Jastrow, Julie D. Sun .
"Genotypic diversity effects on biomass production in native perennial bioenergy cropping systems". United Kingdom. https://doi.org/10.1111/gcbb.12309.
@article{osti_1234274,
title = {Genotypic diversity effects on biomass production in native perennial bioenergy cropping systems},
author = {Morris, Geoffrey P. and Hu, Zhenbin and Grabowski, Paul P. and Borevitz, Justin O. and Graaff, Marie‐Anne and Miller, R. Michael and Jastrow, Julie D.},
abstractNote = {The perennial grass species that are being developed as biomass feedstock crops harbor extensive genotypic diversity, but the effects of this diversity on biomass production are not well understood. We investigated the effects of genotypic diversity in switchgrass (Panicum virgatum) and big bluestem (Andropogon gerardii) on perennial biomass cropping systems in two experiments conducted over 2008–2014 at a 5.4-ha fertile field site in northeastern Illinois, USA. We varied levels of switchgrass and big bluestem genotypic diversity using various local and nonlocal cultivars – under low or high species diversity, with or without nitrogen inputs – and quantified establishment, biomass yield, and biomass composition. In one experiment (‘agronomic trial’), we compared three switchgrass cultivars in monoculture to a switchgrass cultivar mixture and three different species mixtures, with or without N fertilization. In another experiment (‘diversity gradient’), we varied diversity levels in switchgrass and big bluestem (1, 2, 4, or 6 cultivars per plot), with one or two species per plot. In both experiments, cultivar mixtures produced yields equivalent to or greater than the best cultivars. In the agronomic trial, the three switchgrass mixture showed the highest production overall, though not significantly different than best cultivar monoculture. In the diversity gradient, genotypic mixtures had one-third higher biomass production than the average monoculture, and none of the monocultures were significantly higher yielding than the average mixture. Year-to-year variation in yields was lowest in the three-cultivar switchgrass mixtures and Cave-In-Rock (the southern Illinois cultivar) and also reduced in the mixture of switchgrass and big bluestem relative to the species monocultures. The effects of genotypic diversity on biomass composition were modest relative to the differences among species and genotypes. Our findings suggest that local genotypes can be included in biomass cropping systems without compromising yields and that genotypic mixtures could help provide high, stable yields of high-quality biomass feedstocks.},
doi = {10.1111/gcbb.12309},
journal = {Global Change Biology. Bioenergy},
number = 5,
volume = 8,
place = {United Kingdom},
year = {2016},
month = {1}
}
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Works referenced in this record:
Optimal plant size and feedstock supply radius: A modeling approach to minimize bioenergy production costs
journal, August 2011
- Gan, Jianbang; Smith, C. T.
- Biomass and Bioenergy, Vol. 35, Issue 8
Comparison of big bluestem with other native grasses: Chemical composition and biofuel yield
journal, April 2015
- Zhang, Ke; Johnson, Loretta; Prasad, P. V. Vara
- Energy, Vol. 83
Cell-Wall Composition and Accessibility to Hydrolytic Enzymes is Differentially Altered in Divergently Bred Switchgrass (Panicum virgatum L.) Genotypes
journal, April 2008
- Sarath, Gautam; Akin, Danny E.; Mitchell, Robert B.
- Applied Biochemistry and Biotechnology, Vol. 150, Issue 1
Tradeoffs in Biomass and Nutrient Allocation in Prairies and Corn Managed for Bioenergy Production
journal, January 2012
- Jarchow, Meghann E.; Liebman, Matt
- Crop Science, Vol. 52, Issue 3
Decadal cycling within long-lived carbon pools revealed by dual isotopic analysis of mineral-associated soil organic matter
journal, November 2011
- O’Brien, Sarah L.; Jastrow, Julie D.; McFarlane, Karis J.
- Biogeochemistry, Vol. 112, Issue 1-3
Registration of Southlow Michigan Germplasm Big Bluestem
journal, January 2007
- Durling, J. C.; Leif, J. W.; Burgdorf, D. W.
- Crop Science, Vol. 47, Issue 1
Fast and accurate short read alignment with Burrows-Wheeler transform
journal, May 2009
- Li, H.; Durbin, R.
- Bioinformatics, Vol. 25, Issue 14
Registration of ‘Forestburg Switchgrass’ Perennial Ryegrass
journal, January 1988
- Barker, R. E.; Haas, R. J.; Jacobson, E. T.
- Crop Science, Vol. 28, Issue 1
From selection to complementarity: shifts in the causes of biodiversity–productivity relationships in a long-term biodiversity experiment
journal, January 2007
- Fargione, Joseph; Tilman, David; Dybzinski, Ray
- Proceedings of the Royal Society B: Biological Sciences, Vol. 274, Issue 1611
Comparison of Sequencing Utility Programs
journal, January 2013
- Aronesty, Erik
- The Open Bioinformatics Journal, Vol. 7, Issue 1
Latitudinal and Longitudinal Adaptation of Switchgrass Populations
journal, January 2007
- Casler, M. D.; Vogel, K. P.; Taliaferro, C. M.
- Crop Science, Vol. 47, Issue 6
Native Perennial Grassland Species for Bioenergy: Establishment and Biomass Productivity
journal, January 2011
- Mangan, Margaret E.; Sheaffer, Craig; Wyse, Donald L.
- Agronomy Journal, Vol. 103, Issue 2
Hierarchical classification of switchgrass genotypes using SSR and chloroplast sequences: ecotypes, ploidies, gene pools, and cultivars
journal, November 2010
- Zalapa, J. E.; Price, D. L.; Kaeppler, S. M.
- Theoretical and Applied Genetics, Vol. 122, Issue 4
Ecotypic Variation among Switchgrass Populations from the Northern USA
journal, January 2005
- Casler, M. D.
- Crop Science, Vol. 45, Issue 1
Biodiversity and ecosystem stability in a decade-long grassland experiment
journal, June 2006
- Tilman, David; Reich, Peter B.; Knops, Johannes M. H.
- Nature, Vol. 441, Issue 7093
A direct comparison of the consequences of plant genotypic and species diversity on communities and ecosystem function
journal, April 2011
- Cook-Patton, Susan C.; McArt, Scott H.; Parachnowitsch, Amy L.
- Ecology, Vol. 92, Issue 4
Genomic diversity in switchgrass (Panicum virgatum): from the continental scale to a dune landscape: GENOMIC DIVERSITY IN SWITCHGRASS
journal, November 2011
- Morris, Geoffrey P.; Grabowski, Paul P.; Borevitz, Justin O.
- Molecular Ecology, Vol. 20, Issue 23
Perennial biomass feedstocks enhance avian diversity: BIOMASS FEEDSTOCKS AND AVIAN DIVERSITY
journal, December 2010
- Robertson, Bruce A.; Doran, Patrick J.; Loomis, Liz R.
- GCB Bioenergy, Vol. 3, Issue 3
Registration of Champ Bluestem 1 (Reg. No. 2)
journal, July 1968
- Newell, L. C.
- Crop Science, Vol. 8, Issue 4
Gene flow matters in switchgrass ( Panicum virgatum L.), a potential widespread biofuel feedstock
journal, January 2012
- Kwit, Charles; Stewart, C. Neal
- Ecological Applications, Vol. 22, Issue 1
A Comparison of Perennial Polycultures and Monocultures for Producing Biomass for Biorefinery Feedstock
journal, January 2011
- Griffith, Andrew P.; Epplin, Francis M.; Fuhlendorf, Samuel D.
- Agronomy Journal, Vol. 103, Issue 3
Net energy of cellulosic ethanol from switchgrass
journal, January 2008
- Schmer, M. R.; Vogel, K. P.; Mitchell, R. B.
- Proceedings of the National Academy of Sciences, Vol. 105, Issue 2
Population genomic variation reveals roles of history, adaptation and ploidy in switchgrass
journal, July 2014
- Grabowski, Paul P.; Morris, Geoffrey P.; Casler, Michael D.
- Molecular Ecology, Vol. 23, Issue 16
Quantifying Actual and Theoretical Ethanol Yields for Switchgrass Strains Using NIRS Analyses
journal, August 2010
- Vogel, Kenneth P.; Dien, Bruce S.; Jung, Hans G.
- BioEnergy Research, Vol. 4, Issue 2
Post-glacial evolution of Panicum virgatum: centers of diversity and gene pools revealed by SSR markers and cpDNA sequences
journal, July 2011
- Zhang, Yunwei; Zalapa, Juan E.; Jakubowski, Andrew R.
- Genetica, Vol. 139, Issue 7
Implications of Genotype-Environmental Interactions in Applied Plant Breeding1
journal, January 1964
- Allard, R. W.; Bradshaw, A. D.
- Crop Science, Vol. 4, Issue 5
Registration of ‘Bonanza’ Big Bluestem
journal, January 2006
- Vogel, K. P.; Mitchell, R. B.; Klopfenstein, T. J.
- Crop Science, Vol. 46, Issue 5
U SE OF M ULTILINE C ULTIVARS AND C ULTIVAR M IXTURES FOR D ISEASE M ANAGEMENT
journal, September 2002
- Mundt, C. C.
- Annual Review of Phytopathology, Vol. 40, Issue 1
Heterosis and Reciprocal-cross Effects in Tetraploid Switchgrass
journal, January 2014
- Casler, Michael D.
- Crop Science, Vol. 54, Issue 5
TASSEL: software for association mapping of complex traits in diverse samples
journal, June 2007
- Bradbury, P. J.; Zhang, Z.; Kroon, D. E.
- Bioinformatics, Vol. 23, Issue 19
The Sickledrat: A Circular Quadrat Modification Useful in Grassland Studies
journal, July 1972
- Kennedy, Robert K.
- Journal of Range Management, Vol. 25, Issue 4
Nature of the Plant Community. VI. Texas Grassland Communities Under Transplanted Conditions
journal, October 1961
- McMillan, Calvin
- American Journal of Botany, Vol. 48, Issue 9
A quantitative review comparing the yield of switchgrass in monocultures and mixtures in relation to climate and management factors
journal, February 2010
- Wang, Dan; Lebauer, David S.; Dietze, Michael C.
- GCB Bioenergy, Vol. 2, Issue 1
Registration of Southlow Michigan Germplasm Switchgrass
journal, January 2008
- Durling, J. C.; Leif, J. W.; Burgdorf, D. W.
- Journal of Plant Registrations, Vol. 2, Issue 1
Registration of Pawnee Big Bluestem1 (Reg. No. 1)
journal, January 1968
- Newell, L. C.
- Crop Science, Vol. 8, Issue 4
Identification of a Selfing Compatible Genotype and Mode of Inheritance in Switchgrass
journal, December 2011
- Liu, Linglong; Wu, Yanqi
- BioEnergy Research, Vol. 5, Issue 3
Nitrogen fertilization increases diversity and productivity of prairie communities used for bioenergy
journal, June 2012
- Jarchow, Meghann E.; Liebman, Matt
- GCB Bioenergy, Vol. 5, Issue 3
Mineral composition and biomass partitioning of sweet sorghum grown for bioenergy in the southeastern USA
journal, December 2012
- Singh, M. P.; Erickson, J. E.; Sollenberger, L. E.
- Biomass and Bioenergy, Vol. 47
Designing sorghum as a dedicated bioenergy feedstock
journal, October 2007
- Rooney, William L.; Blumenthal, Jürg; Bean, Brent
- Biofuels, Bioproducts and Biorefining, Vol. 1, Issue 2
Registration of ‘Sunburst’ Switchgrass
journal, January 1998
- Boe, A.; Ross, J. G.
- Crop Science, Vol. 38, Issue 2
Ecotypes of an ecologically dominant prairie grass ( Andropogon gerardii ) exhibit genetic divergence across the U.S. Midwest grasslands' environmental gradient
journal, November 2014
- Gray, Miranda M.; St. Amand, Paul; Bello, Nora M.
- Molecular Ecology, Vol. 23, Issue 24
An Analysis of Variation Between Upland and Lowland Switchgrass, Panicum Virgatum L., in Central Oklahoma
journal, November 1966
- Porter, Clyde L.
- Ecology, Vol. 47, Issue 6
Sustainable bioenergy production from marginal lands in the US Midwest
journal, January 2013
- Gelfand, Ilya; Sahajpal, Ritvik; Zhang, Xuesong
- Nature, Vol. 493, Issue 7433
SSR-based genetic maps of Miscanthus sinensis and M. sacchariflorus, and their comparison to sorghum
journal, January 2012
- Kim, Changsoo; Zhang, Dong; Auckland, Susan A.
- Theoretical and Applied Genetics, Vol. 124, Issue 7
The variant call format and VCFtools
journal, June 2011
- Danecek, P.; Auton, A.; Abecasis, G.
- Bioinformatics, Vol. 27, Issue 15
Switchgrass Yield Response Functions and Profit-Maximizing Nitrogen Rates on Four Landscapes in Tennessee
journal, January 2012
- Boyer, Christopher N.; Tyler, Donald D.; Roberts, Roland K.
- Agronomy Journal, Vol. 104, Issue 6
Breeding Strategies for Adaptation of Pearl Millet and Sorghum to Climate Variability and Change in West Africa
journal, June 2012
- Haussmann, B. I. G.; Fred Rattunde, H.; Weltzien-Rattunde, E.
- Journal of Agronomy and Crop Science, Vol. 198, Issue 5
Crop Species Diversity Affects Productivity and Weed Suppression in Perennial Polycultures under Two Management Strategies
journal, January 2008
- Picasso, Valentín D.; Brummer, E. Charles; Liebman, Matt
- Crop Science, Vol. 48, Issue 1
Effects of ecotypes and morphotypes in feedstock composition of switchgrass ( Panicum virgatum L.)
journal, March 2013
- Bhandari, Hem S.; Walker, Dennis W.; Bouton, Joseph H.
- GCB Bioenergy, Vol. 6, Issue 1
Nature of the Plant Community. I. Uniform Garden and Light Period Studies of Five Grass Taxa in Nebraska
journal, April 1956
- McMillan, Calvin
- Ecology, Vol. 37, Issue 2
Domestication to Crop Improvement: Genetic Resources for Sorghum and Saccharum (Andropogoneae)
journal, July 2007
- Dillon, S. L.; Shapter, F. M.; Henry, R. J.
- Annals of Botany, Vol. 100, Issue 5
Varietal mixtures: a viable strategy for sustainable productivity in subsistence agriculture
journal, February 1996
- Smithson, J. B.; LennÉ, J. M.
- Annals of Applied Biology, Vol. 128, Issue 1
Registration of ‘Dacotah’ Switchgrass
journal, January 1990
- Barker, R. E.; Haas, R. J.; Berdahl, J. D.
- Crop Science, Vol. 30, Issue 5
Comparing Biomass Yields of Low-Input High-Diversity Communities with Managed Monocultures Across the Central United States
journal, April 2010
- Johnson, Mari-Vaughn V.; Kiniry, James R.; Sanchez, Homer
- BioEnergy Research, Vol. 3, Issue 4
The Sequence Alignment/Map format and SAMtools
journal, June 2009
- Li, H.; Handsaker, B.; Wysoker, A.
- Bioinformatics, Vol. 25, Issue 16
MEGA6: Molecular Evolutionary Genetics Analysis Version 6.0
journal, October 2013
- Tamura, Koichiro; Stecher, Glen; Peterson, Daniel
- Molecular Biology and Evolution, Vol. 30, Issue 12
The Feasibility of Producing Adequate Feedstock for Year-Round Cellulosic Ethanol Production in an Intensive Agricultural Fuelshed
journal, March 2013
- Uden, Daniel R.; Mitchell, Rob B.; Allen, Craig R.
- BioEnergy Research, Vol. 6, Issue 3
Predicting the future of plant breeding: complementing empirical evaluation with genetic prediction
journal, January 2014
- Cooper, Mark; Messina, Carlos D.; Podlich, Dean
- Crop and Pasture Science, Vol. 65, Issue 4
Strong mixture effects among four species in fertilized agricultural grassland led to persistent and consistent transgressive overyielding
journal, June 2009
- Nyfeler, Daniel; Huguenin-Elie, Olivier; Suter, Matthias
- Journal of Applied Ecology, Vol. 46, Issue 3
Carbon-Negative Biofuels from Low-Input High-Diversity Grassland Biomass
journal, December 2006
- Tilman, D.; Hill, J.; Lehman, C.
- Science, Vol. 314, Issue 5805
Plant species composition and biofuel yields of conservation grasslands
journal, December 2009
- Adler, Paul R.; Sanderson, Matt A.; Weimer, Paul J.
- Ecological Applications, Vol. 19, Issue 8
The Role of Ecotypic Variation in the Distribution of the Central Grassland of North America
journal, February 1959
- McMillan, Calvin
- Ecological Monographs, Vol. 29, Issue 4