共 56 条
Inversion of the Seepage Parameters of Earth/Rockfill Dams Considering the Coupling Effect of Seepage and Thermal Transfer
被引:17
作者:

Nan, Shenghao
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机构:
Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China

Ren, Jie
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机构:
Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China
Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Shaanxi, Peoples R China Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China

Ma, Zhaoyang
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机构:
China Water Resources Beifang Invest Design & Res, Tianjin 300222, Peoples R China Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China

Kang, Jie
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机构:
Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China

Sui, Jiaheng
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h-index: 0
机构:
Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China
机构:
[1] Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China
[2] China Water Resources Beifang Invest Design & Res, Tianjin 300222, Peoples R China
[3] Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Shaanxi, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Inversion of seepage parameters;
Earth/rock-fill dam;
Universal kriging surrogate model;
Multi-island genetic algorithm;
EARTH DAM;
HYDRAULIC CONDUCTIVITY;
OPTIMIZATION;
MODEL;
IDENTIFICATION;
DEFORMATION;
UNCERTAINTY;
SURFACE;
LEAKAGE;
TRACER;
D O I:
10.1016/j.compgeo.2023.105882
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
The estimation of inversion parameters for seepage models is very important for ensuring the safety of earth/ rockfill dams. In most existing studies, only hydraulic characteristics have been determined based on seepage pressure or discharge observation information, which may result in inversion results that do not accurately characterize the true properties of dam materials. In this paper, an advanced parameter inversion method considering the coupling effect of seepage and thermal transfer is proposed. A seepage-thermal transfer coupled finite element model is established, and hydraulic head and temperature data of monitoring points are obtained through the forward simulation method. The entropy weight (EW) method is used to preprocess the hydraulic head and temperature data, and a universal kriging (UK) surrogate model is established to replace the timeconsuming finite element simulations. The multi-island genetic algorithm (MIGA) is applied to find the optimal solution, thereby obtaining the inversion results. The effectiveness and accuracy of the proposed method are verified through laboratory tests involving seepage and thermal transfer monitoring of a core rockfill dam. Joint inversion based on temperature and hydraulic head observation information can result in improvement in the accuracy of the inversion results.
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页数:14
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[41]
Plasticity inverse analysis for Zipingpu concrete-faced rockfill dam based on advanced cloud surrogate model via improved Jaya optimization algorithm
[J].
Xu, Bin
;
Li, Yichuan
;
Pang, Rui
.
COMPUTERS AND GEOTECHNICS,
2023, 160

Xu, Bin
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China

Li, Yichuan
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China

Pang, Rui
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China
Alian Univ Technol, Sch Civil Engn, 2 Linggong Rd,High Tech Zone, Dalian 116024, Peoples R China
Alian Univ Technol, State Key Lab Coastal & Offshore Engn, 2 Linggong Rd,High Tech Zone, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
[42]
Seepage safety evaluation of high earth-rockfill dams considering spatial variability of hydraulic parameters via subset simulation
[J].
Xu, Mingyang
;
Pang, Rui
;
Zhou, Yang
;
Xu, Bin
.
JOURNAL OF HYDROLOGY,
2023, 626

Xu, Mingyang
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China

Pang, Rui
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China

Zhou, Yang
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China

Xu, Bin
论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China Dalian Univ Technol, Fac Infrastruct Engn, Sch Hydraul Engn, Dalian 116024, Peoples R China
[43]
Response mechanism of permeability change of remolded loess to seepage parameters
[J].
Xu, Panpan
;
Qian, Hui
;
Zhang, Qiying
;
Shang, Jiatao
;
Guo, Yake
;
Li, Mengna
.
JOURNAL OF HYDROLOGY,
2022, 612

Xu, Panpan
论文数: 0 引用数: 0
h-index: 0
机构:
Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Xian 710054, Shaanxi, Peoples R China Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China

Qian, Hui
论文数: 0 引用数: 0
h-index: 0
机构:
Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Xian 710054, Shaanxi, Peoples R China Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China

Zhang, Qiying
论文数: 0 引用数: 0
h-index: 0
机构:
Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Xian 710054, Shaanxi, Peoples R China Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China

Shang, Jiatao
论文数: 0 引用数: 0
h-index: 0
机构:
Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Xian 710054, Shaanxi, Peoples R China Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China

Guo, Yake
论文数: 0 引用数: 0
h-index: 0
机构:
Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Xian 710054, Shaanxi, Peoples R China Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China

Li, Mengna
论文数: 0 引用数: 0
h-index: 0
机构:
Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
Changan Univ, Key Lab Subsurface Hydrol & Ecol Effects Arid Reg, Xian 710054, Shaanxi, Peoples R China Changan Univ, Sch Water & Environm, Xian 710054, Shaanxi, Peoples R China
[44]
Optimization of energy management strategy for extended range electric vehicles using multi-island genetic algorithm
[J].
Xu, Yonghong
;
Zhang, Hongguang
;
Yang, Yifan
;
Zhang, Jian
;
Yang, Fubin
;
Yan, Dong
;
Yang, Hailong
;
Wang, Yan
.
JOURNAL OF ENERGY STORAGE,
2023, 61

Xu, Yonghong
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Zhang, Hongguang
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China
Beijing Univ Technol, Pingleyuan 100, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Yang, Yifan
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China
Beijing Univ Technol, Pingleyuan 100, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Zhang, Jian
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin Green Bay, Richard J Resch Sch Engn, Mech Engn, Green Bay, WI 54311 USA Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Yang, Fubin
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Yan, Dong
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Yang, Hailong
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China

Wang, Yan
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China Beijing Univ Technol, Fac Environm & Life, Key Lab Enhanced Heat Transfer & Energy Conservat, Beijing Key Lab Heat Transfer & Energy Convers,MOE, Beijing 100124, Peoples R China
[45]
Parameter identification of unsaturated seepage model of core rockfill dams using principal component analysis and multi-objective optimization
[J].
Xu, Yunpeng
;
Wu, Zhenyu
.
STRUCTURES,
2022, 45
:145-162

Xu, Yunpeng
论文数: 0 引用数: 0
h-index: 0
机构:
Sichuan Univ, State Key Lab Hydraul & Mountain River Engn, 24 South Sect 1, Yihuan Rd, Chengdu 610065, Peoples R China
Sichuan Univ, Coll Water Resources & Hydropower, 24 South Sect 1, Yihuan Rd, Chengdu 610065, Peoples R China Sichuan Univ, State Key Lab Hydraul & Mountain River Engn, 24 South Sect 1, Yihuan Rd, Chengdu 610065, Peoples R China

Wu, Zhenyu
论文数: 0 引用数: 0
h-index: 0
机构:
Sichuan Univ, State Key Lab Hydraul & Mountain River Engn, 24 South Sect 1, Yihuan Rd, Chengdu 610065, Peoples R China
Sichuan Univ, Coll Water Resources & Hydropower, 24 South Sect 1, Yihuan Rd, Chengdu 610065, Peoples R China Sichuan Univ, State Key Lab Hydraul & Mountain River Engn, 24 South Sect 1, Yihuan Rd, Chengdu 610065, Peoples R China
[46]
Improved Entropy Weighting Model in Water Quality Evaluation
[J].
Yan Feng
;
Yi Fanghui
;
Chen Li
.
WATER RESOURCES MANAGEMENT,
2019, 33 (06)
:2049-2056

Yan Feng
论文数: 0 引用数: 0
h-index: 0
机构:
Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Jiangxi, Peoples R China
Nanchang Univ, Minist Educ, Key Lab Poyang Lake Environm & Resource Utilizat, Nanchang 330031, Jiangxi, Peoples R China Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Jiangxi, Peoples R China

Yi Fanghui
论文数: 0 引用数: 0
h-index: 0
机构:
Wuhan Univ, Sch Water Resources & Hydropower Engn, Wuhan 430072, Hubei, Peoples R China Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Jiangxi, Peoples R China

Chen Li
论文数: 0 引用数: 0
h-index: 0
机构:
Wuhan Univ, Sch Water Resources & Hydropower Engn, Wuhan 430072, Hubei, Peoples R China Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Jiangxi, Peoples R China
[47]
Hydro-thermal coupled analysis for health monitoring of embankment dams
[J].
Yosef, Tewodros Y.
;
Song, Chung R.
;
Chang, Ki-Tae
.
ACTA GEOTECHNICA,
2018, 13 (02)
:447-455

Yosef, Tewodros Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nebraska, Dept Civil Engn, Whittier 330Q, Lincoln, NE 68583 USA Univ Nebraska, Dept Civil Engn, Whittier 330Q, Lincoln, NE 68583 USA

Song, Chung R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nebraska, Dept Civil Engn, Whittier 362R, Lincoln, NE 68583 USA Univ Nebraska, Dept Civil Engn, Whittier 330Q, Lincoln, NE 68583 USA

Chang, Ki-Tae
论文数: 0 引用数: 0
h-index: 0
机构:
Kumoh Natl Univ Technol, Dept Civil Engn, Gumi, South Korea Univ Nebraska, Dept Civil Engn, Whittier 330Q, Lincoln, NE 68583 USA
[48]
An efficient Bayesian inversion method for seepage parameters using a data-driven error model and an ensemble of surrogates considering the interactions between prediction performance indicators
[J].
Yu, Hongling
;
Wang, Xiaoling
;
Ren, Bingyu
;
Zeng, Tuocheng
;
Lv, Mingming
;
Wang, Cheng
.
JOURNAL OF HYDROLOGY,
2022, 604

Yu, Hongling
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China

Wang, Xiaoling
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China

Ren, Bingyu
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China

Zeng, Tuocheng
论文数: 0 引用数: 0
h-index: 0
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Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China

Lv, Mingming
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China

Wang, Cheng
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China
[49]
Effects of water stratification and mixing on microbial community structure in a subtropical deep reservoir
[J].
Yu, Zheng
;
Yang, Jun
;
Amalfitano, Stefano
;
Yu, Xiaoqing
;
Liu, Lemian
.
SCIENTIFIC REPORTS,
2014, 4

Yu, Zheng
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China

Yang, Jun
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China

Amalfitano, Stefano
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Res Council Italy IRSA CNR, Water Res Inst, I-00015 Rome, Italy Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China

Yu, Xiaoqing
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China

Liu, Lemian
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Aquat EcoHlth Grp, Xiamen 361021, Peoples R China
[50]
Surrogate-Based Bayesian Inverse Modeling of the Hydrological System: An Adaptive Approach Considering Surrogate Approximation Error
[J].
Zhang, Jiangjiang
;
Zheng, Qiang
;
Chen, Dingjiang
;
Wu, Laosheng
;
Zeng, Lingzao
.
WATER RESOURCES RESEARCH,
2020, 56 (01)

Zhang, Jiangjiang
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China
Zhejiang Univ, Zhejiang Prov Key Lab Agr Resources & Environm, Hangzhou, Peoples R China Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China

Zheng, Qiang
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China
Zhejiang Univ, Zhejiang Prov Key Lab Agr Resources & Environm, Hangzhou, Peoples R China Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China

Chen, Dingjiang
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China
Zhejiang Univ, Minist Educ, Key Lab Environm Remediat & Ecol Hlth, Hangzhou, Peoples R China Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China

Wu, Laosheng
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Riverside, Dept Environm Sci, Riverside, CA 92521 USA Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China

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论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China
Zhejiang Univ, Zhejiang Prov Key Lab Agr Resources & Environm, Hangzhou, Peoples R China Zhejiang Univ, Inst Soil & Water Resources & Environm Sci, Coll Environm & Resource Sci, Hangzhou, Peoples R China