共 45 条
Study on the effect of Cr(VI) removal by stimulating indigenous microorganisms using molasses
被引:10
作者:

Yang, Xinru
论文数: 0 引用数: 0
h-index: 0
机构:
Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China

Qin, Xueming
论文数: 0 引用数: 0
h-index: 0
机构:
Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China

Xie, Jiayin
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h-index: 0
机构:
Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China

Li, Xiaoyu
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h-index: 0
机构:
Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China

Xu, Huichao
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h-index: 0
机构:
Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China

Zhao, Yongsheng
论文数: 0 引用数: 0
h-index: 0
机构:
Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China
2519 Jiefang Rd, Changchun, Jilin, Peoples R China Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
机构:
[1] Jilin Univ, Coll New Energy & Environm, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130021, Peoples R China
[2] Jilin Univ, Coll New Energy & Environm, Jilin Prov Key Lab Water Resources & Environm, Changchun 130021, Peoples R China
[3] Jilin Univ, Natl & Local Joint Engn Lab Petrochem Contaminated, Changchun 130021, Peoples R China
[4] 2519 Jiefang Rd, Changchun, Jilin, Peoples R China
来源:
基金:
中国国家自然科学基金;
关键词:
Hexavalent chromium;
Bioreduction;
Molasses;
Electron shuttle;
HEXAVALENT CHROMIUM REDUCTION;
ORGANIC-MATTER;
MINERALS;
AQDS;
D O I:
10.1016/j.chemosphere.2022.136229
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Molasses have a prominent effect on the bioremediation of Cr(VI) contaminated groundwater. However, its reaction mechanism is not detailed. In this paper, the removal of Cr(VI) with different carbon sources was compared to explore the effect and mechanism of the molasses. The addition of molasses can completely remove 25 mg/L Cr(VI), while the removal efficiency by glucose or emulsified vegetable oil was only 20%. Molasses could rapidly stimulate the reduction of Cr(VI) by indigenous microorganisms and weakened the toxicity on bacteria. The average removal rate of Cr(VI) was 0.42 mg/L.h, 10 times that of glucose system. Compared with glucose, molasses can remediate Cr(VI) at a higher concentration (50 mg/L), and the carbohydrate acted as microbial nutrients. Direct and indirect reduction acted together, the Fe(II) content in the aquifer medium increased from 1.7% to 4.7%. The addition of molasses extract into glucose system could increased the removal rate of Cr(VI) by 2-3 times, and the ions of molasses had no significant effect on the reduction. Excitation emission matrix fluorescence spectra and electrochemical analysis proved that the molasses contained humic acid-like substances, which had the ability of electron shuttle and improved the reduction rate of Cr(VI). In the process of bioreduction, the composition of molasses changed and the electron transport capacity increased from 104.2 to 446.5 mu mol/(g C), but these substances could not be used as electron transport media to continuously enhance the reduction effect. This study is of great significance to fully understand the role and application of molasses.
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- [1] Compositions, taste characteristics, volatile profiles, and antioxidant activities of sweet sorghum (Sorghum bicolor L.) and sugarcane (Saccharum officinarum L.) syrups[J]. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION, 2018, 12 (02) : 884 - 891Asikin, Yonathan论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, JapanWada, Koji论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, JapanImai, Yuriko论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Dept Subtrop Agroprod Sci, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, JapanKawamoto, Yasuhiro论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Dept Subtrop Agroprod Sci, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, JapanMizu, Masami论文数: 0 引用数: 0 h-index: 0机构: Mitsui Sugar Co Ltd, Prod Dev Div, Chuo Ku, 36-2 Nihonbashi Hakozakicho, Tokyo 1038423, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, JapanMutsuura, Mizuki论文数: 0 引用数: 0 h-index: 0机构: Mitsui Sugar Co Ltd, Prod Dev Div, Chuo Ku, 36-2 Nihonbashi Hakozakicho, Tokyo 1038423, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, JapanTakahashi, Makoto论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, Japan Univ Ryukyus, Dept Biosci & Biotechnol, Fac Agr, 1 Senbaru, Nishihara, Okinawa 9030213, Japan
- [2] CHROMIUM(VI)-RESISTANT YEAST ISOLATED FROM A SEWAGE-TREATMENT PLANT RECEIVING TANNERY WASTES[J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1990, 56 (04) : 913 - 918BALDI, F论文数: 0 引用数: 0 h-index: 0机构: UNIV SIENA, DIPARTIMENTO BIOL AMBIENTALE, I-53100 SIENA, ITALYVAUGHAN, AM论文数: 0 引用数: 0 h-index: 0机构: UNIV SIENA, DIPARTIMENTO BIOL AMBIENTALE, I-53100 SIENA, ITALYOLSON, GJ论文数: 0 引用数: 0 h-index: 0机构: UNIV SIENA, DIPARTIMENTO BIOL AMBIENTALE, I-53100 SIENA, ITALY
- [3] Use of carbon stable isotopes to monitor biostimulation and electron donor fate in chromium-contaminated groundwater[J]. CHEMOSPHERE, 2019, 235 : 440 - 446Bill, Markus论文数: 0 引用数: 0 h-index: 0机构: Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USAConrad, Mark E.论文数: 0 引用数: 0 h-index: 0机构: Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USAFaybishenko, Boris论文数: 0 引用数: 0 h-index: 0机构: Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USALarsen, Joern T.论文数: 0 引用数: 0 h-index: 0机构: Apple Inc, Environm Technol Grp, 1 Apple Pk Way, Cupertino, CA 95014 USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USAGeller, Jil T.论文数: 0 引用数: 0 h-index: 0机构: Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USABorglin, Sharon E.论文数: 0 引用数: 0 h-index: 0机构: Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USABeller, Harry R.论文数: 0 引用数: 0 h-index: 0机构: Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA Lawrence Berkeley Natl Lab, Earth & Environm Sci, Berkeley, CA USA
- [4] Multi-omics response of Pannonibacter phragmitetus BB to hexavalent chromium[J]. ENVIRONMENTAL POLLUTION, 2019, 249 : 63 - 73Chai, Liyuan论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China Natl Engn Res Ctr Heavy Met Pollut Control & Trea, Changsha 410083, Hunan, Peoples R China Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaDing, Chunlian论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaLi, Jiawei论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaYang, Zhihui论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China Natl Engn Res Ctr Heavy Met Pollut Control & Trea, Changsha 410083, Hunan, Peoples R China Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R ChinaShi, Yan论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China Natl Engn Res Ctr Heavy Met Pollut Control & Trea, Changsha 410083, Hunan, Peoples R China Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China
- [5] Dual roles of AQDS as electron shuttles for microbes and dissolved organic matter involved in arsenic and iron mobilization in the arsenic-rich sediment[J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 574 : 1684 - 1694Chen, Zheng论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R China Xiamen Univ, Dept Chem & Biochem Engn, Coll Chem & Chem Engn, 422 Southern Siming Rd, Xiamen 361005, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaWang, Yuanpeng论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Dept Chem & Biochem Engn, Coll Chem & Chem Engn, 422 Southern Siming Rd, Xiamen 361005, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaJiang, Xiuli论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaFu, Dun论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaXia, Dong论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Dept Chem & Biochem Engn, Coll Chem & Chem Engn, 422 Southern Siming Rd, Xiamen 361005, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaWang, Haitao论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Dept Chem & Biochem Engn, Coll Chem & Chem Engn, 422 Southern Siming Rd, Xiamen 361005, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaDong, Guowen论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Dept Chem & Biochem Engn, Coll Chem & Chem Engn, 422 Southern Siming Rd, Xiamen 361005, Peoples R China Sanming Univ, Coll Resources & Chem Engn, Sanming, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R ChinaLi, Qingbiao论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R China Xiamen Univ, Dept Chem & Biochem Engn, Coll Chem & Chem Engn, 422 Southern Siming Rd, Xiamen 361005, Peoples R China Quanzhou Normal Univ, Coll Chem & Life Sci, Quanzhou, Peoples R China Xiamen Univ, Coll Environm & Ecol, Environm Sci Res Ctr, Xiamen, Peoples R China
- [6] Mechanism and Kinetics of Hexavalent Chromium Chemical Reduction with Sugarcane Molasses[J]. WATER AIR AND SOIL POLLUTION, 2015, 226 (11)Chen, Zi-Fang论文数: 0 引用数: 0 h-index: 0机构: Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R China Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R ChinaZhao, Yong-Sheng论文数: 0 引用数: 0 h-index: 0机构: Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R China Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R ChinaZhang, Jia-Wen论文数: 0 引用数: 0 h-index: 0机构: Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R China Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R ChinaBai, Jing论文数: 0 引用数: 0 h-index: 0机构: Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R China Jilin Univ, Minist Educ, Key Lab Groundwater Resources & Environm, Changchun 130021, Peoples R China
- [7] Fluorescence spectroscopy reveals ubiquitous presence of oxidized and reduced quinones in dissolved organic matter[J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2005, 39 (21) : 8142 - 8149Cory, RM论文数: 0 引用数: 0 h-index: 0机构: Univ Colorado, Inst Arctic & Alpine Res & Civil & Environm Engn, Boulder, CO 80309 USA Univ Colorado, Inst Arctic & Alpine Res & Civil & Environm Engn, Boulder, CO 80309 USAMcKnight, DM论文数: 0 引用数: 0 h-index: 0机构: Univ Colorado, Inst Arctic & Alpine Res & Civil & Environm Engn, Boulder, CO 80309 USA Univ Colorado, Inst Arctic & Alpine Res & Civil & Environm Engn, Boulder, CO 80309 USA
- [8] Hexavalent chromium reduction by Cellulomonas sp strain ES6: the influence of carbon source, iron minerals, and electron shuttling compounds[J]. BIODEGRADATION, 2013, 24 (03) : 437 - 450Field, Erin K.论文数: 0 引用数: 0 h-index: 0机构: Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USA Montana State Univ, Ctr Biofilm Engn, Bozeman, MT 59717 USA Bigelow Lab Ocean Sci, East Boothbay, ME 04544 USA Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USAGerlach, Robin论文数: 0 引用数: 0 h-index: 0机构: Montana State Univ, Ctr Biofilm Engn, Bozeman, MT 59717 USA Montana State Univ, Dept Chem & Biol Engn, Bozeman, MT 59717 USA Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USAViamajala, Sridhar论文数: 0 引用数: 0 h-index: 0机构: Univ Toledo, Dept Chem & Environm Engn, Toledo, OH 43606 USA Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USAJennings, Laura K.论文数: 0 引用数: 0 h-index: 0机构: Montana State Univ, Ctr Biofilm Engn, Bozeman, MT 59717 USA Montana State Univ, Dept Chem & Biol Engn, Bozeman, MT 59717 USA Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USAPeyton, Brent M.论文数: 0 引用数: 0 h-index: 0机构: Montana State Univ, Ctr Biofilm Engn, Bozeman, MT 59717 USA Montana State Univ, Dept Chem & Biol Engn, Bozeman, MT 59717 USA Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USAApel, William A.论文数: 0 引用数: 0 h-index: 0机构: Idaho Natl Lab, Biol Syst Dept, Idaho Falls, ID 83415 USA Montana State Univ, Dept Microbiol, Bozeman, MT 59717 USA
- [9] Probing the oxidation-reduction properties of terrestrially and microbially derived dissolved organic matter[J]. GEOCHIMICA ET COSMOCHIMICA ACTA, 2007, 71 (12) : 3003 - 3015Fimmen, Ryan L.论文数: 0 引用数: 0 h-index: 0机构: Ohio State Univ, Sch Earth Sci, Dept Geol Sci, Mendenhall Lab 275, Columbus, OH 43210 USACory, Rose M.论文数: 0 引用数: 0 h-index: 0机构: Ohio State Univ, Sch Earth Sci, Dept Geol Sci, Mendenhall Lab 275, Columbus, OH 43210 USAChin, Yu-Ping论文数: 0 引用数: 0 h-index: 0机构: Ohio State Univ, Sch Earth Sci, Dept Geol Sci, Mendenhall Lab 275, Columbus, OH 43210 USATrouts, Tamara D.论文数: 0 引用数: 0 h-index: 0机构: Ohio State Univ, Sch Earth Sci, Dept Geol Sci, Mendenhall Lab 275, Columbus, OH 43210 USAMcKnight, Diane M.论文数: 0 引用数: 0 h-index: 0机构: Ohio State Univ, Sch Earth Sci, Dept Geol Sci, Mendenhall Lab 275, Columbus, OH 43210 USA
- [10] Population Changes in a Community of Alkaliphilic Iron-Reducing Bacteria Due to Changes in the Electron Acceptor: Implications for Bioremediation at Alkaline Cr(VI)-Contaminated Sites[J]. WATER AIR AND SOIL POLLUTION, 2015, 226 (06)Fuller, Samuel J.论文数: 0 引用数: 0 h-index: 0机构: Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, England Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, EnglandBurke, Ian T.论文数: 0 引用数: 0 h-index: 0机构: Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, W Yorkshire, England Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, EnglandMcMillan, Duncan G. G.论文数: 0 引用数: 0 h-index: 0机构: Univ Jena, Univ Hosp Jena, D-07743 Jena, Germany Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, EnglandDing, Weixuan论文数: 0 引用数: 0 h-index: 0机构: Univ Leeds, Sch Proc Environm & Mat Engn, Leeds LS2 9JT, W Yorkshire, England Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, EnglandStewart, Douglas I.论文数: 0 引用数: 0 h-index: 0机构: Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, England Univ Leeds, Sch Civil Engn, Leeds LS2 9JT, W Yorkshire, England