The practice of modeling biomass yields on the basis of deterministic point values aggregated over space and time obscures important risks associated with large-scale biofuel use, particularly risks related to drought-induced yield reductions that may become increasingly frequent under a changing climate. Using switchgrass as a case study, this work quantifies the variability in expected yields over time and space through switchgrass growth modeling under historical and simulated future weather. The predicted switchgrass yields across the United States range from about 12 to 19 Mg/ha, and the 80% confidence intervals range from 20 to 60% of the mean. Average yields are predicted to decrease with increased temperatures and weather variability induced by climate change. Feedstock yield variability needs to be a central part of modeling to ensure that policy makers acknowledge risks to energy supplies and develop strategies or contingency plans that mitigate those risks.
机构:
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol CE CERT, Riverside, CA 92507 USAUniv Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol CE CERT, Riverside, CA 92507 USA
Zhang, Taiying
Kumar, Rajeev
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Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol CE CERT, Riverside, CA 92507 USAUniv Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol CE CERT, Riverside, CA 92507 USA
Kumar, Rajeev
Wyman, Charles E.
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Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol CE CERT, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Dept Chem & Environm Engn, Riverside, CA 92507 USAUniv Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol CE CERT, Riverside, CA 92507 USA
机构:
Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USAIowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Li, Wenqin
Dang, Qi
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Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Iowa State Univ, Bioecon Inst, Ames, IA 50011 USAIowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Dang, Qi
Brown, Robert C.
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Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Iowa State Univ, Bioecon Inst, Ames, IA 50011 USAIowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Brown, Robert C.
Laird, David
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机构:
Iowa State Univ, Dept Agron, Ames, IA 50011 USAIowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Laird, David
Wright, Mark M.
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机构:
Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Iowa State Univ, Bioecon Inst, Ames, IA 50011 USAIowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
机构:
US EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Dodder, Rebecca S.
Kaplan, P. Ozge
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US EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Kaplan, P. Ozge
Elobeid, Amani
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机构:
Iowa State Univ, Ctr Agr & Rural Dev, Ames, IA 50011 USAUS EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Elobeid, Amani
Tokgoz, Simla
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机构:
Int Food Policy Res Inst, Washington, DC 20006 USAUS EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Tokgoz, Simla
Secchi, Silvia
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机构:
So Illinois Univ, Dept Geog & Environm Resources, Carbondale, IL 62901 USAUS EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Secchi, Silvia
Kurkalova, Lyubov A.
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N Carolina Agr & Tech State Univ, Dept Econ, Greensboro, NC 27411 USA
N Carolina Agr & Tech State Univ, Dept Energy & Environm Syst, Greensboro, NC 27411 USAUS EPA, Natl Risk Management Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USA
机构:
Washington State University, Center for Bioproducts and Bioenergy, Department of Biological Systems Engineering, Richland, WA 99354Washington State University, Center for Bioproducts and Bioenergy, Department of Biological Systems Engineering, Richland, WA 99354
Yang B.
Dai Z.
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机构:
Chemical and Biological Process Development Group, Pacific Northwest National Laboratory, MSIN P8-60, Richland, WA 99352Washington State University, Center for Bioproducts and Bioenergy, Department of Biological Systems Engineering, Richland, WA 99354
Dai Z.
Ding S.-Y.
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机构:
Biosciences Center, National Renewable Energy Laboratory, Golden, CO 80401
Bioenergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TNWashington State University, Center for Bioproducts and Bioenergy, Department of Biological Systems Engineering, Richland, WA 99354
Ding S.-Y.
Wyman C.E.
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机构:
Bioenergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN
Center for Environmental Research and Technology, Bourns College of Engineering, University of California, Riverside, CA 92507Washington State University, Center for Bioproducts and Bioenergy, Department of Biological Systems Engineering, Richland, WA 99354
机构:
Washington State Univ, Ctr Bioprod Bioenergy, Dept Biol Syst Engn, 2710 Univ Dr, Richland, WA 99354 USAWashington State Univ, Ctr Bioprod Bioenergy, Dept Biol Syst Engn, 2710 Univ Dr, Richland, WA 99354 USA
Yang, Bin
Dai, Ziyu
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h-index: 0
机构:
Pacific NorthWest Natl Lab, Chem & Biol Proc Dev Grp, Richland, WA 99352 USAWashington State Univ, Ctr Bioprod Bioenergy, Dept Biol Syst Engn, 2710 Univ Dr, Richland, WA 99354 USA
Dai, Ziyu
Ding, Shi-You
论文数: 0引用数: 0
h-index: 0
机构:
Natl Renewable Energy Lab, Biosci Ctr, Golden, CO 80401 USA
Oak Ridge Natl Lab, Bioenergy Sci Ctr, Oak Ridge, TN USAWashington State Univ, Ctr Bioprod Bioenergy, Dept Biol Syst Engn, 2710 Univ Dr, Richland, WA 99354 USA
Ding, Shi-You
Wyman, Charles E.
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Bioenergy Sci Ctr, Oak Ridge, TN USA
Univ Calif, Bourns Coll Engn, Ctr Environm Res Technol, Oakland, CA 92507 USAWashington State Univ, Ctr Bioprod Bioenergy, Dept Biol Syst Engn, 2710 Univ Dr, Richland, WA 99354 USA