BackgroundMiscanthus is a leading bioenergy crop with enormous lignocellulose production potential for biofuels and chemicals. However, lignocellulose recalcitrance leads to biomass process difficulty for an efficient bioethanol production. Hence, it becomes essential to identify the integrative impact of lignocellulose recalcitrant factors on cellulose accessibility for biomass enzymatic hydrolysis. In this study, we analyzed four typical pairs of Miscanthus accessions that showed distinct cell wall compositions and sorted out three major factors that affected biomass saccharification for maximum bioethanol production.ResultsAmong the three optimal (i.e., liquid hot water, H2SO4 and NaOH) pretreatments performed, mild alkali pretreatment (4% NaOH at 50 degrees C) led to almost complete biomass saccharification when 1% Tween-80 was co-supplied into enzymatic hydrolysis in the desirable Miscanthus accessions. Consequently, the highest bioethanol yields were obtained at 19% (% dry matter) from yeast fermentation, with much higher sugar-ethanol conversion rates by 94-98%, compared to the other Miscanthus species subjected to stronger pretreatments as reported in previous studies. By comparison, three optimized pretreatments distinctively extracted wall polymers and specifically altered polymer features and inter-linkage styles, but the alkali pretreatment caused much increased biomass porosity than that of the other pretreatments. Based on integrative analyses, excellent equations were generated to precisely estimate hexoses and ethanol yields under various pretreatments and a hypothetical model was proposed to outline an integrative impact on biomass saccharification and bioethanol production subjective to a predominate factor (CR stain) of biomass porosity and four additional minor factors (DY stain, cellulose DP, hemicellulose X/A, lignin G-monomer).ConclusionUsing four pairs of Miscanthus samples with distinct cell wall composition and varied biomass saccharification, this study has determined three main factors of lignocellulose recalcitrance that could be significantly reduced for much-increased biomass porosity upon optimal pretreatments. It has also established a novel standard that should be applicable to judge any types of biomass process technology for high biofuel production in distinct lignocellulose substrates. Hence, this study provides a potential strategy for precise genetic modification of lignocellulose in all bioenergy crops.
机构:
Univ Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Univ Sao Paulo State UNESP, Bioenergy Res Inst IPBEN, Rua 10,2527, BR-13500230 Rio Claro, SP, BrazilUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Brienzo, Michel
Fikizolo, Simphiwe
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Univ Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South AfricaUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Fikizolo, Simphiwe
Benjamin, Yuda
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h-index: 0
机构:
Univ Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South AfricaUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Benjamin, Yuda
Tyhoda, Luvuyo
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h-index: 0
机构:
Univ Stellenbosch, Dept Forest & Wood Sci, Private Bag X1, ZA-7602 Stellenbosch, South AfricaUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Cha, Young-Lok
Yang, Jungwoo
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h-index: 0
机构:
Korea Univ, Sch Life Sci & Biotechnol PLUS BK21, Seoul 136713, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Yang, Jungwoo
Park, Yuri
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h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Park, Yuri
An, Gi Hong
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Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
An, Gi Hong
Ahn, Jong-Woong
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h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Ahn, Jong-Woong
Moon, Youn-Ho
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h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Moon, Youn-Ho
Yoon, Young-Mi
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h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Yoon, Young-Mi
Yu, Gyeong-Dan
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Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Yu, Gyeong-Dan
Choi, In-Hu
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h-index: 0
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Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
Chandra, Richard
Ewanick, Shannon
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
Ewanick, Shannon
Hsieh, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
Hsieh, Carmen
Saddler, Jack N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
机构:
Univ British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, CanadaUniv British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, Canada
Chandra, Richard P.
Arantes, Valdeir
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Lorena Sch Engn, BR-05508 Sao Paulo, BrazilUniv British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, Canada
Arantes, Valdeir
Saddler, Jack
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, CanadaUniv British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, Canada
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Chen, Xiaoyu
Li, Yongxia
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h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Li, Yongxia
Huang, Lan
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, State Key Lab Powder Met, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Huang, Lan
Zou, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Zou, Dan
Wu, Enxi
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h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Wu, Enxi
Liu, Yanjun
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h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Liu, Yanjun
Xie, Yuanyan
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Xie, Yuanyan
Yao, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Yao, Rui
Liao, Songyi
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Liao, Songyi
Wang, Guangrong
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Wang, Guangrong
Zheng, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R China
Cent S Univ, State Key Lab Powder Met, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
机构:
Univ Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol, Riverside, CA 92507 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USA
DuPont Ind Biosci, Palo Alto, CA 94304 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
DeMartini, Jaclyn D.
Pattathil, Sivakumar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Complex Carbohydrate Res Ctr, Athens, GA 30602 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Pattathil, Sivakumar
Miller, Jeffrey S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Complex Carbohydrate Res Ctr, Athens, GA 30602 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Miller, Jeffrey S.
Li, Hongjia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol, Riverside, CA 92507 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Li, Hongjia
Hahn, Michael G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Complex Carbohydrate Res Ctr, Athens, GA 30602 USA
Univ Georgia, Dept Plant Biol, Athens, GA 30602 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Hahn, Michael G.
Wyman, Charles E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol, Riverside, CA 92507 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
机构:
Univ Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Univ Sao Paulo State UNESP, Bioenergy Res Inst IPBEN, Rua 10,2527, BR-13500230 Rio Claro, SP, BrazilUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Brienzo, Michel
Fikizolo, Simphiwe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South AfricaUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Fikizolo, Simphiwe
Benjamin, Yuda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South AfricaUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Benjamin, Yuda
Tyhoda, Luvuyo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Forest & Wood Sci, Private Bag X1, ZA-7602 Stellenbosch, South AfricaUniv Stellenbosch, Dept Proc Engn, Private Bag X1, ZA-7602 Stellenbosch, South Africa
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Cha, Young-Lok
Yang, Jungwoo
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Sch Life Sci & Biotechnol PLUS BK21, Seoul 136713, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Yang, Jungwoo
Park, Yuri
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Park, Yuri
An, Gi Hong
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
An, Gi Hong
Ahn, Jong-Woong
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h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Ahn, Jong-Woong
Moon, Youn-Ho
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Moon, Youn-Ho
Yoon, Young-Mi
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Yoon, Young-Mi
Yu, Gyeong-Dan
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
Yu, Gyeong-Dan
Choi, In-Hu
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South KoreaRural Dev Adm, Natl Inst Crop Sci, Bioenergy Crop Res Inst, Muan 534833, South Korea
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
Chandra, Richard
Ewanick, Shannon
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
Ewanick, Shannon
Hsieh, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
Hsieh, Carmen
Saddler, Jack N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, CanadaUniv British Columbia, Fac Forestry, Dept Wood Sci, Vancouver, BC V6T, Canada
机构:
Univ British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, CanadaUniv British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, Canada
Chandra, Richard P.
Arantes, Valdeir
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Lorena Sch Engn, BR-05508 Sao Paulo, BrazilUniv British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, Canada
Arantes, Valdeir
Saddler, Jack
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, CanadaUniv British Columbia, Fac Forestry, Forest Prod BiotechnolBioenergy Grp, Vancouver, BC V5Z 1M9, Canada
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Chen, Xiaoyu
Li, Yongxia
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Li, Yongxia
Huang, Lan
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, State Key Lab Powder Met, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Huang, Lan
Zou, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Zou, Dan
Wu, Enxi
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Wu, Enxi
Liu, Yanjun
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Liu, Yanjun
Xie, Yuanyan
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Xie, Yuanyan
Yao, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Yao, Rui
Liao, Songyi
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Liao, Songyi
Wang, Guangrong
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Wang, Guangrong
Zheng, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
Cent S Univ, Sch Mat Sci & Engn, Changsha 410083, Hunan, Peoples R China
Cent S Univ, State Key Lab Powder Met, Changsha 410083, Hunan, Peoples R ChinaHunan Boyun Dongfang Powder Met Co Ltd, Changsha 410083, Hunan, Peoples R China
机构:
Univ Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol, Riverside, CA 92507 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USA
DuPont Ind Biosci, Palo Alto, CA 94304 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
DeMartini, Jaclyn D.
Pattathil, Sivakumar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Complex Carbohydrate Res Ctr, Athens, GA 30602 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Pattathil, Sivakumar
Miller, Jeffrey S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Complex Carbohydrate Res Ctr, Athens, GA 30602 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Miller, Jeffrey S.
Li, Hongjia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol, Riverside, CA 92507 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Li, Hongjia
Hahn, Michael G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Complex Carbohydrate Res Ctr, Athens, GA 30602 USA
Univ Georgia, Dept Plant Biol, Athens, GA 30602 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Hahn, Michael G.
Wyman, Charles E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA
Univ Calif Riverside, Bourns Coll Engn, Ctr Environm Res & Technol, Riverside, CA 92507 USA
Oak Ridge Natl Lab, BioEnergy Sci Ctr BESC, Oak Ridge, TN 37831 USAUniv Calif Riverside, Chem & Environm Engn Dept, Riverside, CA 92507 USA