High biomass yield energy sorghum: developing a genetic model for C4 grass bioenergy crops

A first-generation energy sorghum hybrid with enhanced photoperiod sensitivity and long growth duration accumulated more than twice as much biomass as grain sorghum. The energy sorghum produced more leaves (~45 vs 17–20), longer stems (~4 vs 1.5 meters) and had a higher stem-to-leaf biomass ratio than grain sorghum. At the end of the season, energy sorghum stems represented 83% of the plant's shoot biomass. The greater biomass accumulation was due to longer growth duration, a higher leaf area index, greater radiation interception, and higher radiation use efficiency. When grown under dryland or limited irrigation conditions, the rate of biomass accumulation by the energy sorghum hybrid was reduced in mid-season. This decrease was most apparent in August due to summer water deficit; however plants recovered when rain occurred in September. Crop growth modeling and biomass accumulation rates measured under optimal field conditions show that energy sorghum, like other C4 energy grasses, has excellent biomass yield potential. The greenhouse gas offset values of energy sorghum hybrids, grown in large and small field plots, and under fully irrigated and dryland conditions, ranged from 63–78% for cellulosic ethanol production and 88–95% for power generation. This study shows that drought-tolerant, annual energy sorghum hybrids have the genetic yield potential to contribute significantly to bioenergy production. Sorghum is a genetically tractable, diverse species with a good genomics platform, making energy sorghum a promising genetic model for the design of C4 grass energy crops. © 2012 Society of Chemical Industry and John Wiley & Sons, Ltd

[1]  Iris Lewandowski,et al.  Nitrogen, energy and land use efficiencies of miscanthus, reed canary grass and triticale as determined by the boundary line approach , 2006 .

[2]  Jürg M. Blumenthal,et al.  Designing sorghum as a dedicated bioenergy feedstock , 2007 .

[3]  Stephen P. Long,et al.  Can perennial C4 grasses attain high efficiencies of radiant energy conversion in cool climates , 1995 .

[4]  D. Ort,et al.  Optimizing Antenna Size to Maximize Photosynthetic Efficiency[W] , 2010, Plant Physiology.

[5]  Claudio O. Stöckle,et al.  Transpiration-use efficiency of barley , 2005 .

[6]  R. C. Muchow,et al.  Radiation Use Efficiency , 1999 .

[7]  T. Clemente,et al.  Expression of the rice CDPK-7 in sorghum: molecular and phenotypic analyses , 2011, Plant Molecular Biology.

[8]  R. Henry,et al.  Domestication to Crop Improvement: Genetic Resources for Sorghum and Saccharum (Andropogoneae) , 2007, Annals of botany.

[9]  William L. Rooney,et al.  Sorghum Improvement—Integrating Traditional and New Technology to Produce Improved Genotypes , 2004 .

[10]  G. Collatz Influence of certain environmental factors on photosynthesis and photorespiration in Simmondsia chinensis , 2004, Planta.

[11]  D. D. Wolf,et al.  Switchgrass as a sustainable bioenergy crop , 1996 .

[12]  Diana V. Dugas,et al.  Coincident light and clock regulation of pseudoresponse regulator protein 37 (PRR37) controls photoperiodic flowering in sorghum , 2011, Proceedings of the National Academy of Sciences.

[13]  N. Carpita,et al.  Maize and sorghum: genetic resources for bioenergy grasses. , 2008, Trends in plant science.

[14]  Stephen P. Long,et al.  More Productive Than Maize in the Midwest: How Does Miscanthus Do It?1[W][OA] , 2009, Plant Physiology.

[15]  Xin-Guang Zhu,et al.  Improving photosynthetic efficiency for greater yield. , 2010, Annual review of plant biology.

[16]  N. Syed,et al.  Genetic mapping of Sorghum bicolor (L.) Moench QTLs that control variation in tillering and other morphological characters , 2001, Theoretical and Applied Genetics.

[17]  F. Dohleman,et al.  Does greater leaf-level photosynthesis explain the larger solar energy conversion efficiency of Miscanthus relative to switchgrass? , 2009, Plant, cell & environment.

[18]  John Clifton-Brown,et al.  Water Use Efficiency and Biomass Partitioning of Three Different Miscanthus Genotypes with Limited and Unlimited Water Supply , 2000 .

[19]  William L. Rooney,et al.  Genetic control of a photoperiod-sensitive response in Sorghum bicolor (L.) Moench , 1999 .

[20]  Mihaela M. Martis,et al.  The Sorghum bicolor genome and the diversification of grasses , 2009, Nature.

[21]  Raymond N. Mutava,et al.  Characterization of sorghum genotypes for traits related to drought tolerance , 2011 .

[22]  C. B. Tanner Transpiration Efficiency of Potato1 , 1981 .

[23]  P. Steduto,et al.  Sweet sorghum in Mediterranean climate: radiation use and biomass water use efficiencies. , 1995 .

[24]  P. Klein,et al.  Comprehensive Molecular Cytogenetic Analysis of Sorghum Genome Architecture: Distribution of Euchromatin, Heterochromatin, Genes and Recombination in Comparison to Rice , 2005, Genetics.

[25]  W. Rooney,et al.  Gas Exchange and Transpiration Ratio in Sorghum , 2008 .

[26]  V. A. Fasoula,et al.  Estimation of Genetic Parameters for Biomass Yield in Lowland Switchgrass (Panicum virgatum L.) , 2011 .

[27]  Stephen P. Long,et al.  The Productivity of the C_4 Grass Echinochloa Polystachya on the Amazon Floodplain , 1991 .

[28]  Zhanguo Xin,et al.  Applying genotyping (TILLING) and phenotyping analyses to elucidate gene function in a chemically induced sorghum mutant population , 2008, BMC Plant Biology.

[29]  P. Klein,et al.  Sorghum bicolor’s Transcriptome Response to Dehydration, High Salinity and ABA , 2005, Plant Molecular Biology.

[30]  J. E. Begg The growth and development of a crop of bulrush millet (Pennisetum typhoides S. & H.) , 1965, The Journal of Agricultural Science.

[31]  F. Hons,et al.  Applied nitrogen and phosphorus effects on yield and nutrient uptake by high-energy sorghum produced for grain and biomass , 1986 .

[32]  W. Rooney,et al.  Genome evolution in the genus Sorghum (Poaceae). , 2005, Annals of botany.

[33]  Uffe Jørgensen,et al.  Benefits versus risks of growing biofuel crops: the case of Miscanthus , 2011 .

[34]  Bruce A. McCarl,et al.  Competitiveness of biomass‐fueled electrical power plants , 2000, Ann. Oper. Res..

[35]  J. Monteith Climate and the efficiency of crop production in Britain , 1977 .

[36]  J. Kiniry Response to questions raised by Sinclair and Muchow , 1999 .

[37]  Thomas B. Voigt,et al.  A quantitative review comparing the yields of two candidate C4 perennial biomass crops in relation to nitrogen, temperature and water , 2004 .

[38]  Michael Wang Development and use of the GREET model to estimate fuel-cycle energy use and emissions of various transportation technologies and fuels , 1996 .

[39]  L. A. Kszos,et al.  Development of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States. , 2005 .

[40]  R. Perrin,et al.  Net energy of cellulosic ethanol from switchgrass , 2008, Proceedings of the National Academy of Sciences.

[41]  Mark A. Liebig,et al.  Biomass and carbon partitioning in switchgrass. , 2004 .

[42]  William L. Rooney,et al.  Community Resources and Strategies for Association Mapping in Sorghum , 2008 .

[43]  R. C. Muchow,et al.  Nitrogen Response of Leaf Photosynthesis and Canopy Radiation Use Efficiency in Field-Grown Maize and Sorghum , 1994 .

[44]  Marcela K. Monaco,et al.  Functional annotation of the transcriptome of Sorghum bicolor in response to osmotic stress and abscisic acid , 2011, BMC Genomics.

[45]  P. K. Thornton,et al.  Crop simulation modelling using a transputer-based parallel computer , 1991 .

[46]  J. Bouton Molecular breeding of switchgrass for use as a biofuel crop. , 2007, Current opinion in genetics & development.

[47]  W. J. Shuttleworth,et al.  Evapotranspiration: Progress in Measurement and Modeling in Agriculture , 2007 .

[48]  Stephen P. Long,et al.  Meeting US biofuel goals with less land: the potential of Miscanthus , 2008 .

[49]  Stephen P. Long,et al.  Seasonal dynamics of nutrient accumulation and partitioning in the perennial C4-grasses Miscanthus × giganteus and Spartina cynosuroides , 1997 .

[50]  A. Bégué Leaf area index, intercepted photosynthetically active radiation, and spectral vegetation indices: A sensitivity analysis for regular-clumped canopies , 1993 .

[51]  Leonard Wade,et al.  Radiation-use efficiency response to vapor pressure deficit for maize and sorghum , 1998 .