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Volumn 23, Issue 1, 2013, Pages 73-85

Spatial forecasting of switchgrass productivity under current and future climate change scenarios

Author keywords

ALMANAC model; Biofuel; Biomass; Environmental change; Panicum virgatum; Precipitation; Switchgrass; Temperature; United States

Indexed keywords

AGRICULTURAL LAND; ALTERNATIVE ENERGY; BIOFUEL; BIOMASS POWER; CELLULOSE; CLIMATE CHANGE; ENERGY CROP; FOOD PRODUCTION; FUTURE PROSPECT; GEOGRAPHICAL VARIATION; GRASS; NUMERICAL MODEL; PARAMETERIZATION; PERENNIAL PLANT; PRECIPITATION (CLIMATOLOGY); TEMPERATURE EFFECT;

EID: 84875767064     PISSN: 10510761     EISSN: None     Source Type: Journal    
DOI: 10.1890/12-0436.1     Document Type: Article
Times cited : (42)

References (56)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike, H. 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control 19: 716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 73049086800 scopus 로고    scopus 로고
    • Bioclimatic predictions of habitat suitability for the biofuel switchgrass in North America under current and future climate scenarios
    • Barney, J. N., and J. M. DiTomaso. 2010. Bioclimatic predictions of habitat suitability for the biofuel switchgrass in North America under current and future climate scenarios. Biomass and Bioenergy 34: 124-133.
    • (2012) Biomass and Bioenergy , vol.34 , pp. 124-133
    • Barney, J.N.1    Ditomaso, J.M.2
  • 3
    • 0031841804 scopus 로고    scopus 로고
    • A review of carbon and nitrogen balances in switchgrass grown for energy
    • Bransby, D. I., S. B. McLaughlin, and D. J. Parrish. 1998. A review of carbon and nitrogen balances in switchgrass grown for energy. Biomass and Bioenergy 14: 379-384.
    • (1998) Biomass and Bioenergy , vol.14 , pp. 379-384
    • Bransby, D.I.1    McLaughlin, S.B.2    Parrish, D.J.3
  • 4
    • 0033980514 scopus 로고    scopus 로고
    • Potential production and environmental effects of switchgrass and traditional crops under current and greenhouse-altered climate in the central United States: A simulation study
    • Brown, R. A., N. J. Rosenberg, C. J. Hays, W. E. Easterling, and L. O. Mearns. 2000. Potential production and environmental effects of switchgrass and traditional crops under current and greenhouse-altered climate in the central United States: a simulation study. Agriculture, Ecosystems and Environment 78: 31-47.
    • (2000) Agriculture, Ecosystems and Environment , vol.78 , pp. 31-47
    • Brown, R.A.1    Rosenberg, N.J.2    Hays, C.J.3    Easterling, W.E.4    Mearns, L.O.5
  • 5
    • 12344271101 scopus 로고    scopus 로고
    • Ecotypic variation among switchgrass populations from the northern USA
    • Casler, M. D. 2005. Ecotypic variation among switchgrass populations from the northern USA. Crop Science 45:388-398.
    • (2005) Crop Science , vol.45 , pp. 388-398
    • Casler, M.D.1
  • 6
    • 0242485497 scopus 로고    scopus 로고
    • Cultivar x environment interactions in switchgrass
    • Casler, M. D., and A. R. Boe. 2003. Cultivar x environment interactions in switchgrass. Crop Science 43: 2226-2233.
    • (2003) Crop Science , vol.43 , pp. 2226-2233
    • Casler, M.D.1    Boe, A.R.2
  • 9
    • 0002289566 scopus 로고    scopus 로고
    • Projections of future climate change
    • J. T. Houghton, Y Ding, D. J. Griggs, M. Noguer, P. J. Van der Linden, X. Dai, K. Maskell, and C. A. Johnson, editors., Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel, Cambridge, UK
    • Cubasch, U., G. A. Meehl, G. J. Boer, R. J. Stouffer, M. Dix, A. Noda, C. A. Senior, S. Raper, and K. S. Yap. 2001. Projections of future climate change. Pages 526-582 in J. T. Houghton, Y. Ding, D. J. Griggs, M. Noguer, P. J. Van der Linden, X. Dai, K. Maskell, and C. A. Johnson, editors. Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel, Cambridge, UK
    • (2001) Climate Change 2001: The Scientific Basis , pp. 526-582
    • Cubasch, U.1    Meehl, G.A.2    Boer, G.J.3    Stouffer, R.J.4    Dix, M.5    Noda, A.6    Senior, C.A.7    Raper, S.8    Yap, K.S.9
  • 12
    • 67949097328 scopus 로고    scopus 로고
    • Political, economic and environmental impacts of biofuels: A review
    • Demirbas, A. 2009. Political, economic and environmental impacts of biofuels: a review. Applied Energy 86: 108-117.
    • (2009) Applied Energy , vol.86 , pp. 108-117
    • Demirbas, A.1
  • 13
    • 0031403868 scopus 로고    scopus 로고
    • Effects of temperature and soil texture on ANPP in the U.S
    • Epstein, H. E., W. K. Lauenroth, and I. C. Burke. 1997. Effects of temperature and soil texture on ANPP in the U.S. Great Plains. Ecology 78: 2628-2631.
    • (1997) Great Plains. Ecology , vol.78 , pp. 2628-2631
    • Epstein, H.E.1    Lauenroth, W.K.2    Burke, I.C.3
  • 14
    • 79952401260 scopus 로고    scopus 로고
    • Using species distribution models to identify suitable areas for biofuel feedstock production
    • Evans, J. M., R. J. Fletcher, Jr., and J. Alavalapati. 2010. Using species distribution models to identify suitable areas for biofuel feedstock production. GCB Bioenergy 2: 63-78.
    • (2012) GCB Bioenergy , vol.2 , pp. 63-78
    • Evans, J.M.1    Fletcher Jr., R.J.2    Alavalapati, J.3
  • 15
    • 32644433892 scopus 로고    scopus 로고
    • Switchgrass production for the upper southeastern USA: Influence of cultivar and cutting frequency on biomass yields
    • Fike, J. H., D. J. Parrish, D. D. Wolf, J. A. Balasko, J. T. Green Jr., M. Rasnake, and J. H. Reynolds. 2006. Switchgrass production for the upper southeastern USA: influence of cultivar and cutting frequency on biomass yields. Biomass and Bioenergy 30: 207-213.
    • (2006) Biomass and Bioenergy , vol.30 , pp. 207-213
    • Fike, J.H.1    Parrish, D.J.2    Wolf, D.D.3    Balasko, J.A.4    Green Jr., J.T.5    Rasnake, M.6    Reynolds, J.H.7
  • 18
    • 0030999797 scopus 로고    scopus 로고
    • Biomass energy in industrialised countries - A view of the future
    • Hall, D. O. 1997. Biomass energy in industrialised countries - a view of the future. Forest Ecology and Management 91:17-45.
    • (1997) Forest Ecology and Management , vol.91 , pp. 17-45
    • Hall, D.O.1
  • 20
    • 0031435316 scopus 로고    scopus 로고
    • Genetic variation within switchgrass populations for acid soil tolerance
    • Hopkins, A. A., and C. M. Taliaferro. 1997. Genetic variation within switchgrass populations for acid soil tolerance. Crop Science 37: 1719-1722.
    • (1997) Crop Science , vol.37 , pp. 1719-1722
    • Hopkins, A.A.1    Taliaferro, C.M.2
  • 21
    • 0029135876 scopus 로고
    • Genotype effects and genotype by environment interactions for traits of elite switchgrass populations
    • Hopkins, A. A., K. P. Vogel, K. J. Moore, K. D. Johnson, and I. T. Carlson. 1995a. Genotype effects and genotype by environment interactions for traits of elite switchgrass populations. Crop Science 35: 125-132.
    • (1995) Crop Science , vol.35 , pp. 125-132
    • Hopkins, A.A.1    Vogel, K.P.2    Moore, K.J.3    Johnson, K.D.4    Carlson, I.T.5
  • 22
    • 0029105965 scopus 로고
    • Genotypic variability and genotype 3 environment interactions among switchgrass accessions from the midwestern USA
    • Hopkins, A. A., K. P. Vogel, K. J. Moore, K. D. Johnson, and I. T. Carlson. 1995b. Genotypic variability and genotype 3 environment interactions among switchgrass accessions from the midwestern USA. Crop Science 35: 565-571.
    • (1995) Crop Science , vol.35 , pp. 565-571
    • Hopkins, A.A.1    Vogel, K.P.2    Moore, K.J.3    Johnson, K.D.4    Carlson, I.T.5
  • 24
    • 77958021668 scopus 로고    scopus 로고
    • Comparing biomass yields of low-input high-diversity communities with managed monocultures across the central United States
    • Johnson, M. V., J. R. Kiniry, H. Sanchez, H. W. Polley, and P. A. Fay. 2010. Comparing biomass yields of low-input high-diversity communities with managed monocultures across the central United States. BioEnergy Research 3: 353-361.
    • (2012) BioEnergy Research , vol.3 , pp. 353-361
    • Johnson, M.V.1    Kiniry, J.R.2    Sanchez, H.3    Polley, H.W.4    Fay, P.A.5
  • 25
    • 0000909814 scopus 로고
    • Carbon dioxide and agricultural yield: An assemblage and analysis of 430 prior observations
    • Kimball, B. A. 1983. Carbon dioxide and agricultural yield: an assemblage and analysis of 430 prior observations. Agronomy Journal 75: 779-788.
    • (1983) Agronomy Journal , vol.75 , pp. 779-788
    • Kimball, B.A.1
  • 27
    • 84857633345 scopus 로고    scopus 로고
    • Clash of the titans: Comparing productivity via radiation use efficiency for two grass giants of the biofuel field
    • Kiniry, J. R., M. V. Johnson, S. B. Bruckerhoff, J. U. Kaiser, R. L. Cordsiemon, and R. D. Harmel. 2011. Clash of the titans: comparing productivity via radiation use efficiency for two grass giants of the biofuel field. BioEnergy Research 5: 41-48.
    • (2012) BioEnergy Research , vol.5 , pp. 41-48
    • Kiniry, J.R.1    Johnson, M.V.2    Bruckerhoff, S.B.3    Kaiser, J.U.4    Cordsiemon, R.L.5    Harmel, R.D.6
  • 28
    • 84871751257 scopus 로고    scopus 로고
    • Biofuels and water use: Comparison of maize and switchgrass and general perspectives
    • in J H Wright and D A Evans editors, New York, New York, USA
    • Kiniry, J. R., L. Lynd, N. Greene, M. V. Johnson, M. Casler, and M. S. Laser. 2008a. Biofuels and water use: comparison of maize and switchgrass and general perspectives. Pages 17- 30 in J. H. Wright and D. A. Evans, editors. New research on biofuels. Nova Science, New York, New York, USA
    • (2008) New Research on Biofuels Nova Science
    • Kiniry, J.R.1    Lynd, L.2    Greene, N.3    Johnson, M.V.4    Casler, M.5    Laser, M.S.6
  • 30
    • 67249122086 scopus 로고    scopus 로고
    • Switchgrass biomass simulation at diverse sites in the northern Great Plains of the US
    • Kiniry, J. R., M. R. Schmer, K. P. Vogel, and R. B. Mitchell. 2008b. Switchgrass biomass simulation at diverse sites in the northern Great Plains of the US. BioEnergy Research 1:259-264.
    • (2008) BioEnergy Research , vol.1 , pp. 259-264
    • Kiniry, J.R.1    Schmer, M.R.2    Vogel, K.P.3    Mitchell, R.B.4
  • 32
    • 34248334188 scopus 로고    scopus 로고
    • Fourth assessment report of the Intergovernmental Panel on Climate Change: Important observations and conclusions
    • Kumar, S. 2007. Fourth assessment report of the Intergovernmental Panel on Climate Change: important observations and conclusions. Current Science 92:1034.
    • (2007) Current Science , vol.92 , pp. 1034
    • Kumar, S.1
  • 34
    • 17844410700 scopus 로고    scopus 로고
    • Development of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States
    • McLaughlin, S. B., and L. A. Kszos. 2005. Development of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States. Biomass and Bioenergy 28: 515-535.
    • (2005) Biomass and Bioenergy , vol.28 , pp. 515-535
    • McLaughlin, S.B.1    Kszos, L.A.2
  • 35
    • 0034918453 scopus 로고    scopus 로고
    • Biomass production of Alamo switchgrass in response to nitrogen, phosphorus, and row spacing
    • Muir, J. P., M. A. Sanderson, W. R. Ocumpaugh, R. M. Jones, and R. L. Reed. 2001. Biomass production of Alamo switchgrass in response to nitrogen, phosphorus, and row spacing. Agronomy Journal 93: 896-901.
    • (2001) Agronomy Journal , vol.93 , pp. 896-901
    • Muir, J.P.1    Sanderson, M.A.2    Ocumpaugh, W.R.3    Jones, R.M.4    Reed, R.L.5
  • 36
    • 77956887506 scopus 로고
    • A note on a general definition of the coefficient of determination
    • Nagelkerke, N. J. D. 1991. A note on a general definition of the coefficient of determination. Biometrika 78: 691-692.
    • (1991) Biometrika , vol.78 , pp. 691-692
    • Nagelkerke, N.J.D.1
  • 37
    • 0003637583 scopus 로고
    • NCDC, September 1993. National Climatic Data Center, U.S. Department of Commerce, Asheville, North Carolina, USA
    • NCDC. 1993. Solar and Meteorological Surface Observation Network, 1961-1990, Version 1.0, September 1993. National Climatic Data Center, U.S. Department of Commerce, Asheville, North Carolina, USA
    • (1993) Solar and Meteorological Surface Observation Network, 1961-1990, Version 1.0
  • 39
    • 84875843815 scopus 로고    scopus 로고
    • PRISM Climate Group., Oregon State University.
    • PRISM Climate Group. 2011. "PRISM Climate Group." Oregon State University. http://prism.oregonstate.edu
    • (2011)
  • 42
    • 79958778320 scopus 로고    scopus 로고
    • The biogeochemistry of bioenergy landscapes: Carbon, nitrogen, and water considerations
    • Robertson, G., S. Hamilton, S. Del Grosso, and W. Parton. 2011. The biogeochemistry of bioenergy landscapes: carbon, nitrogen, and water considerations. Ecological Applications 21: 1055-1067.
    • (2012) Ecological Applications , vol.21 , pp. 1055-1067
    • Robertson, G.1    Hamilton, S.2    Del Grosso, S.3    Parton, W.4
  • 43
    • 0024223389 scopus 로고
    • Primary production of the central grassland region of the United States
    • Sala, O. E., W. J. Parton, L. A. Joyce, and W. K. Lauenroth. 1988. Primary production of the central grassland region of the United States. Ecology 69: 40-45.
    • (1988) Ecology , vol.69 , pp. 40-45
    • Sala, O.E.1    Parton, W.J.2    Joyce, L.A.3    Lauenroth, W.K.4
  • 45
    • 0030130769 scopus 로고    scopus 로고
    • Switchgrass as a sustainable bioenergy crop
    • Sanderson, M. A., et al. 1996. Switchgrass as a sustainable bioenergy crop. Bioresource Technology 56: 83-93.
    • (1996) Bioresource Technology , vol.56 , pp. 83-93
    • Sanderson, M.A.1
  • 46
    • 0031469120 scopus 로고    scopus 로고
    • Continental scale variability in ecosystem processes: Models, data, and the role of disturbance
    • Schimel, D. S., VEMAP Participants, and B. H. Braswell. 1997. Continental scale variability in ecosystem processes: models, data, and the role of disturbance. Ecological Monographs 67: 251-271.
    • (1997) Ecological Monographs , vol.67 , pp. 251-271
    • Schimel, D.S.1    Participants, V.2    Braswell, B.H.3
  • 49
    • 79958796234 scopus 로고    scopus 로고
    • Potential water quality changes due to corn expansion in the Upper Mississippi River Basin
    • Secchi, S., P. W. Gassman, M. Jha, L. Kurkalova, and C. L. Kling. 2011. Potential water quality changes due to corn expansion in the Upper Mississippi River Basin. Ecological Applications 21: 1068-1084.
    • (2012) Ecological Applications , vol.21 , pp. 1068-1084
    • Secchi, S.1    Gassman, P.W.2    Jha, M.3    Kurkalova, L.4    Kling, C.L.5
  • 51
    • 14544287376 scopus 로고    scopus 로고
    • Quantifying uncertainty in projections of regional climate change: A Bayesian approach to the analysis of multimodel ensembles
    • Tebaldi, C., R. L. Smith, D. Nychka, and L. O. Mearns. 2005. Quantifying uncertainty in projections of regional climate change: a Bayesian approach to the analysis of multimodel ensembles. Journal of Climate 18: 1524-1540.
    • (2005) Journal of Climate , vol.18 , pp. 1524-1540
    • Tebaldi, C.1    Smith, R.L.2    Nychka, D.3    Mearns, L.O.4
  • 55
    • 77954250884 scopus 로고    scopus 로고
    • Biomass production in switchgrass across the United States: Database description and determinants of yield
    • Wullschleger, S. D., E. B. Davis, M. E. Borsuk, C. A. Gunderson, and L. R. Lynd. 2010. Biomass production in switchgrass across the United States: database description and determinants of yield. Agronomy Journal 102: 1158-1168.
    • (2010) Agronomy Journal , vol.102 , pp. 1158-1168
    • Wullschleger, S.D.1    Davis, E.B.2    Borsuk, M.E.3    Gunderson, C.A.4    Lynd, L.R.5
  • 56


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