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Biomass and Cellulosic Ethanol Production of Forage Sorghum Under Limited Water Conditions

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Abstract

This study presents results from a 2-year evaluation of biomass and cellulosic ethanol (EtOH) production potential of forage sorghum (Sorghum bicolor L. Moench) cultivars differing in brown midrib trait (i.e., bmr12) under dryland (no irrigation) and limited irrigation (2.88 mm day−1; subsurface drip) in the semiarid Southern High Plains of the USA. Commercial cultivar Sorghum Partners 1990 (SP 1990, conventional non-bmr) produced significantly more biomass (29–62 %) than a bmr12 cultivar PaceSetter bmr (PS bmr) under irrigated and dryland conditions during both years of this study. However, PS bmr biomass had higher cellulosic EtOH conversion efficiency than SP 1990 in both years according to simultaneous saccharification and fermentation analysis. Irrigation resulted in 26–49 % more biomass and 28–72 % more cellulosic EtOH production during both growing seasons, indicating that limited irrigation had favorable effects on both biomass and biofuel production. In the first year, when precipitation was below average, both cultivars produced similar amounts of cellulosic EtOH. During the second year, when precipitation was above average, higher biomass production of SP 1990 resulted in 28 % higher cellulosic EtOH production than PS bmr when averaged across both irrigated and dryland conditions. The large range of cellulosic EtOH production (1,600 to 3,380 L ha−1) during the 2 years of this study was primarily driven by differences in water availability that resulted from precipitation and irrigation. Our findings indicates that chemical composition and biomass yield potential of sorghum cultivars are critical factors that affect biomass and biofuel production under limited water conditions.

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Abbreviations

EtOH:

Ethanol

SHP:

Southern High Plains

bmr :

Brown midrib trait

SP 1990:

Sorghum cultivar Sorghum Partners 1990

PS bmr :

Sorghum cultivar PaceSetter bmr

ET:

Evapotranspiration

ADF:

Acid detergent fiber

NDF:

Neutral detergent fiber

ADL:

Acid detergent lignin

SSF:

Simultaneous saccharification and fermentation

Percent CCE:

Cellulosic ethanol conversion efficiency

TEY:

Theoretical cellulosic ethanol yield

References

  1. US Department of Energy (2005) Biomass as feedstock for a bioenergy and bioproducts industry: the technical feasibility of a billion-ton annual supply. Perlack RD, Wright LL, Turhollow AF, Graham RL, Stokes BJ, Erbach DC (Leads) U.S. Department of Energy, Oak Ridge, TN. Pub. No. DOE/GO-102005-2135. http://www.osti.gov/bridge. Accessed 14 Feb 2012

  2. US Department of Energy (2011) U.S. billion-ton update: biomass supply for a bioenergy and bioproducts industry. Perlack RD, Stokes BJ (Leads) U.S. Department of Energy, Oak Ridge, TN. Pub. no. ORNL/TM-2011/224. http://www.osti.gov/bridge. Accessed 14 Feb 2012

  3. Cassman KG, Liska AJ (2007) Food and fuel for all: realistic or foolish? Biofuels Bioprod Bioref 1:18–23

    Article  CAS  Google Scholar 

  4. National Agriculture Statistics Service (2007) 2007 census of agriculture. US Department of Agriculture, Washington D.C. http://www.agcensus.usda.gov/Publications/2007/index.asp. Accessed 16 Dec 2011

  5. Allen VG, Brown CP, Segarra E, Green CJ, Wheeler TA, Acosta-Martínez V, Zobeck TM (2008) In search of sustainable agricultural systems for the Llano Estacado of the U.S. Southern High Plains. Agric Ecosys Environ 124:3–12

    Article  Google Scholar 

  6. Acosta-Martínez V, Lascano R, Calderón F, Booker JD, Zobeck TM, Upchurch DR (2011) Dryland cropping systems influence the microbial biomass and enzyme activities in a semiarid sandy soil. Biol Fertil Soils 47:655–667

    Article  Google Scholar 

  7. Lee JA, Baddock MC, Mbuh MJ, Gill TE (2012) Geomorphic and land cover characteristics of aeolian dust sources in West Texas and eastern New Mexico, USA. Aeolian Res 3:459–466

    Article  Google Scholar 

  8. Cotton J, Acosta-Martínez V, Moore-Kucera J, Burow G (2012) Early changes due to sorghum biofuel cropping systems in soil microbial communities and metabolic functioning. Biol Fertil Soils. doi:10.1007/s00374-012-0732-z

  9. Polley HW, Johnson HB, Mayeux HS (1992) Determination of root biomasses of three species grown in a mixture using stable isotopes of carbon and nitrogen. Plant Soil 142:97–106

    CAS  Google Scholar 

  10. Rooney WL, Blumenthal J, Bean B, Mullet JE (2007) Designing sorghum as a dedicated bioenergy feedstock. Biofuels Bioprod Bioref 1:147–157

    Article  CAS  Google Scholar 

  11. Saballos A (2008) Development and utilization of sorghum as a bioenergy crop. In: Vermerris W (ed) Genetic improvement of bioenergy crops. Springer Science + Business Media, New York, pp 211–248

    Chapter  Google Scholar 

  12. Dien BS, Sarath G, Pedersen JF, Sattler SE, Chen H, Funnell-Harris DL et al (2009) Improved sugar conversion and ethanol yield for forage sorghum (Sorghum bicolor L. Moench) lines with reduced lignin contents. Bioenerg Res 2:153–164

    Article  Google Scholar 

  13. Lorenz AJ, Anex RP, Isci A, Coors JG, de Leon N, Weimer PJ (2009) Forage quality and composition measurements as predictors of ethanol yield from maize (Zea mays L.) stover. Biotechn Biofuels 2:1–8. doi:10.1186/1754-6834-2-5

    Article  Google Scholar 

  14. Bout S, Vermerris W (2003) A candidate-gene approach to clone the sorghum brown midrib gene encoding caffeic acid O–methyltransferase. Mol Gen Genomics 269:205–214. doi:10.1007/s00438-003-0824-4

    CAS  Google Scholar 

  15. Saballos A, Vermerris W, Rivera L, Ejeta G (2008) Allelic association, chemical characterization and saccharification properties of brown midrib mutants of sorghum (Sorghum bicolor (L.) Moench). Bioenerg Res 1:193–204. doi:10.1007/s12155-008-9025-7

    Article  Google Scholar 

  16. Oliver AL, Pedersen JF, Grant RJ, Klopfenstein TJ, Jose HD (2005) Comparative effects of the sorghum bmr-6 and bmr-12 genes: II. Grain yield, stover yield and stover quality in grain sorghum. Crop Sci 45:2240–2245

    Article  CAS  Google Scholar 

  17. Sattler SE, Funnell-Harris DL, Pedersen JF (2010) Brown midrib mutations and their importance to the utilization of maize, sorghum, and pearl millet lignocellulosic tissues. Plant Sci 178:229–238. doi:10.1016/j.plantsci.2010.01.001

    Article  CAS  Google Scholar 

  18. Tew TL, Cobill RM, Richard EP Jr (2008) Evaluation of sweet sorghum and sorghum × sudangrass hybrids as feedstocks for ethanol production. Bioenerg Res 1:147–152

    Article  Google Scholar 

  19. Bean B, McCollum T (2006) Summary of six years of forage sorghum variety trials. Texas Cooperative Extension and Texas Agricultural Experiment Station, Amarillo, TX. Pub No SCS-2006-04 2–06

  20. Texas Alliance for Water Conservation (2011) TAWC ET. Texas Alliance for Water Conservation, Lubbock, TX. http://www.depts.ttu.edu/tawc/. Accessed 13 Dec 2011

  21. ANKOM Technology (1998) Method for determining acid detergent fiber. Ankom 200/220 Fiber Analyzer Manual, Fairport, NY

  22. ANKOM Technology (1998) Method for determining neutral detergent fiber. Ankom 200/220 Fiber Analyzer Manual, Fairport, NY

  23. ANKOM Technology (1998) Method for determining acid detergent lignin in beakers. Ankom 200/220 Fiber Analyzer Manual, Fairport, NY

  24. Isci A, Murphy PT, Anex RP, Moore KJ (2008) A rapid simultaneous saccharification and fermentation (SSF) technique to determine ethanol yields. Bioenerg Res 1:163–169

    Article  Google Scholar 

  25. Megazyme International Ireland Ltd (2011) Ethanol assay procedure, 02/11 ed, Wicklow, Ireland

  26. Schuler ML, Kargi F (2002) Bioprocess engineering, 2nd edn. Prentice Hall, USA

    Google Scholar 

  27. Kim TH, Lee YY (2005) Pretreatment of corn stover by soaking in aqueous ammonia. Appl Biochem Biotechnol 121:1119–1132

    Article  PubMed  Google Scholar 

  28. R Development Core Team (2011) R: a language and environment for statistical computing. Vienna, Austria. http://www.R-project.org/. Accessed 11 Jan 2011

  29. Tamang PL, Bronson KF, Malapati A, Schwartz R, Johnson J, Moore-Kucera J (2011) Nitrogen requirements for ethanol production from sweet and photoperiod sensitive sorghums in the Southern High Plains. Agron J 103:431–440

    CAS  Google Scholar 

  30. Varvel GE, Vogel KP, Mitchell RB, Follett RF, Kimble JM (2008) Comparison of corn and switchgrass on marginal soils for bioenergy. Biomass Bioenerg 32:18–21

    Article  CAS  Google Scholar 

  31. Turhollow AF, Webb EG, Downing ME (2010) Review of sorghum production practices: applications for bioenergy. Oak Ridge National Laboratory, Oak Ridge. TN, pub. no. ORNL/TM-2010/7. http://www.osti.gov/bridge. Accessed 13 Oct 2010

  32. Corredor DY, Salazar JM, Hohn KL, Bean S, Bean B, Wang D (2009) Evaluation and characterization of forage sorghum as feedstock for fermentable sugar production. Appl Biochem Biotechnol 158:164–179

    Article  PubMed  CAS  Google Scholar 

  33. Zheng Y, Pan Z, Zhang R (2009) Overview of biomass pretreatment for cellulosic ethanol production. Int J Agric Biol Eng 2:51–68

    CAS  Google Scholar 

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Acknowledgments

We would like to thank the USDA-ARS Ogallala Aquifer Initiative for providing funding for this project, Dr. David Wester for input in statistical analysis, and laboratory personnel at the USDA-ARS for assistance in field and lab data collection.

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Mention of trade names or commercial products in this publication is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the US Department of Agriculture. USDA is an equal opportunity provider and employer.

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Correspondence to Jon Cotton.

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Cotton, J., Burow, G., Acosta-Martinez, V. et al. Biomass and Cellulosic Ethanol Production of Forage Sorghum Under Limited Water Conditions. Bioenerg. Res. 6, 711–718 (2013). https://doi.org/10.1007/s12155-012-9285-0

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