Professor

State Key Laboratory of Water Environment Simulation,

School of Environment

Beijing Normal University,

NO.19,Xinjiekouwai St.,Beijing 100875,China

Tel: 86-10-58806050; 13511050893

Fax: 86-10-58806050

E-mail: xiaohuayang@bnu.edu.cn

Professional Memberships

Member, Chinese Society of Water Environment, 2005- Present.

Member, Chinese Society of Optimization, Operation Research and Complex System, 2006- Present.

Nonlinear Science Letters C: Nano, Biology and Environment, Editor in Chief

Journal of Water Resource and Protection, Editor

International Journal of Environment and Resource, Editor

Progress in Intelligent Computing and Application, Editor

Journal of Hybrid Technology, Editor

International Journal of Sustainability, Editor

European Geosciences Union, Member

Education

B.S.    Computational Mathematics and Application Software, Xiamen University,1987.

M.S.    Hydraulics, Hohai University,1996.

Ph.D.    Hydrology, Water Resource and Environmental Science, Hohai University,2002.

Professional Experience

1987-93      Assistant, Department of Mathematics and Physics, Hohai University.

1994-99      Lecturer, Department of Mathematics and Physics, Hohai University.

1999-2002   Associate Professor, Department of Hydrology, Water Resource and Environmental Science, School of Mathematics and Physics, Hohai University.

2002-04    Postdoctoral Scholar, State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University.

2002-05    Associate Professor, State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University.

2008.10-2009.7 Visiting Professor, Department of Civil and Environmental Engineering, University of Washington, USA

2009.7-2009.10 Visiting Fellow, Department of Civil and Environmental Engineering, Princeton University, USA

2006-Present  Professor, State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University.

Research Interests

Hydrology and Water Resources–Hydrology Model; Hydrology Statistics; Ecological Hydrology; Water Resources Intelligent Assessment; Climate Change and Water.

lEnvironmental Science–Environmental Information; Water Quality Intelligent Simulation; Environmental Statistical Analysis; Environmental System Analysis.

Honors and Awards

Education Award of Hohai University, 1999.

The First Class Award of Natural Science, Ministry of Education, China, 2005.

Excellent Paper Award of Control and Decision-making, China, 2006.

Excellent Book Award of Henan Province, China, 2007.

The First Class Award of Science and Technology Progress, Ministry of Education, China, 2008.

The Second Class Award of National Science and Technology Progress, China, 2008.

Current Research Projects and Completed Projects

National “973” Project - Theory and Method on Water Resource Renewability Assessment in the Yellow River Basin, 2002-2004 (Co-PI)

National “973” Project - Effects of Runoff-sediment Yield and Transport on Water Quality in the Yangtze River Basin, 2004-2008 (Co-PI)

Parameter Identification Theory and Method of Hydrological Models, 2005-2007 (PI)

The Water Pollution Cure and Control Project of Xiaoqing River in Jinan City, 2006-2007 (Co-PI)

Intelligent Comprehensive Assessment Method and Its Application for Region Water Security System, 2006-2008 (PI)

National Science and Technology Support Project - Risk Management of South-to-North Water Transfer Project, 2006-2009 (PI)

Ministry of Water Resources P.R. China Project -National Groundwater Programming, 2007-2009 (PI)

National Science and Technology Support Project - Calculation of Environmental Flow in the Luanhe River Basin, 2007-2009 (PI)

Ministry of Water Resources P.R. China Project - Calculation Criterion of Environmental Flow, 2007-2009 (Co-PI)

Ministry of Water Resources P.R. China Project - Study on the Macro-scale

Hydrological Model and Its Parameter Automatic Optimization Technology, 2009-2010 (PI)

National “973” Project – Water Resources Safety and Strategic Suggestions under Climate Change in Yellow River, Haihe River and Huaihe River Basin, 2010-2014 (Co-PI)

The National Natural Science Foundation of China (General Program) –Water Quality and Quantity Intelligent Simulation and Application for Urban Bioretation System, 2011-2013 (PI)

Ph.D. Programs Foundation of Ministry of Education of China – Water Quality and Quantity Intelligent Stochastic Simulation and Structure Optimization Based on Low Impact Development for Urban Bioretation System, 2011-2013 (PI)

The National Natural Science Foundation of China (Key Program) –Dam Ecological Risk and Its Safety Adjustment,2010-2013 (Co-PI)

The National Natural Science Foundation of China (General Program) –Water Quantity and Quality Intelligent Simulation and Application for Urban Bioretation System, 2011-2013 (PI)

The National Natural Science Foundation of China (Key Program) –Study on the respond of water environment to urban landscape and the regulation,2016-2020 (Co-PI)

Publications

Publication Summary

200+ referred journal papers; 4 books; 10+ referred conference proceedings.

Recent Publications -Books

1.Xiaohua Yang, Zhenyao Shen, Intelligent algorithms and their applications in resource and environment system modeling, Beijing Normal University Press, Beijing: 2005.

2.Zhifeng Yang, Zhenyao Shen, Chunhui Li, Xinghui Xia, Lu Liu, Xiaohua Yang, Theory and Assessment of Water Resource Renewability in Yellow River, Water Conservancy of Yellow River Press, Zhengzhou: 2005.

3.Xiaohua Yang, Ruimin Liu, Yong Zen, Environmental Statistical Analysis, Beijing Normal University Press, Beijing: 2008.

4.Junliang Jiang, Keqin Zhao, Yian Liu, Xiaohua Yang, Set Pair Analysis, Tsinghua University Press, Beijing: 2015.

Recent Publications –Papers

1.Jian Zhang Xiao-Hua Yang ,Yu-Qi Li , A refined rank set pair analysis model based on wavelet analysis for predicting temperature series, International Journal of Numerical Methods for Heat & Fluid Flow, 2015, 25(5): 974 - 985. (SCI)

2.Xiao-Hua Yang, Chong-Li Di, Jun He, Jian Zhang and Yu-Qi Li, Integrated assessment of water resources vulnerability under climate change in Haihe River Basin, International Journal of Numerical Methods for Heat and Fluid Flow,2015,25(8):3-13. (SCI)

3.Xiao-Hua Yang, Bo-Yang Sun,Jian Zhang,Mei-Shui Li,Jun He,Yi-Ming Wei, Yu-Qi Li, Hierarchy evaluation of water resources vulnerability under climate change in Beijing, China, Natural Hazards, 2015, DOI 10.1007/s11069-015-1932-2. (SCI)

4.Chongli Di, Xiaohua Yang, A four-stage hybrid model for hydrological time series forecasting, PLoS ONE 9(8): e104663. doi:10.1371/journal.pone.0104663. (SCI)

5.Chen, Lei, Shen, Zhenyao, Yang, Xiaohua, An Interval-Deviation Approach for hydrology and water quality model evaluation within an uncertainty framework, Journal of Hydrology, 2014(509): 207-214.(SCI)

6.Chang Chein-Chi, Huang Meng, DiGiovanni Kimberly, Y ang Xiahua, Peng Yuqian, Zhao Wenyu, Sustainability,Water Environment Research,2014,86(10): 1354-1386. (SCI)

7.Qiuhong Tang, Xuejun Zhang, Xiaohua Yang and Jennifer A Francis, Cold winter extremes in northern continents linked to Arctic sea ice loss, Environmental Research Letters,2013(8): 014036,doi:10.1088/1748-9326/8/1/014036.(SCI)

8.Xiao-Hua Yang, Chong-Li Di, Ying Mei, Yu-Qi Li and Jian-Qiang Li, Refined gray-encoded evolution algorithm for parameter optimization in convection-diffusion equations, International Journal of Numerical Methods for Heat and Fluid Flow,2014,24(6): 1275-1289. (SCI)

9.Chong-Li Di, Xiao-Hua Yang, Xue-jun Zhang, Jun He and Ying Mei, Multi-scale analysis of streamflow in Haihe River Basin based on Hilbert-Huang Transform, International Journal of Numerical Methods for Heat and Fluid Flow,2014,24(6): 1363-1377. (SCI)

10.Jun He, Xiao-Hua Yang, Jian-Qiang Li, Ju-Liang Jin, Yi-Ming Wei, Xiao-Juan Chen, Spatiotemporal variation of meteorological droughts based on daily comprehensive drought index in Haihe River Basin, China, Natural Hazards, 2014, DOI 10.1007/s11069-014-1158-8. (SCI)

11.Jian Zhang, Xiao-hua Yang, Xiao-juan Chen, Wavelet Network Model Based on Multiple Criteria Decision Making for Forecasting Temperature Time Series, Mathematical Problems in Engineering,2015. http://dx.doi.org/10.1155/2015/385876. (SCI)

12.Xiao-Juan CHEN, Xiao-Hua YANG, Jun HE, Xin-Hui XIA and Never MUJERE, Analysis of rainfall variation under climate change in Miyun reservoir, Thermal Science,2014,18(5): 1481-1485. (SCI)

13.Yang X.H., He J., Di C.L., Li J.Q., Vulnerability of assessing water resources based on the improved set pair analysis, Thermal Science,2014,18(5): 1531-1535. (SCI)

14.Chong-Li DI, Xiao-Hua YANG, Xin-Hui XIA, Xiao-Juan CHEN, and Jian-Qiang LI, Multi-scale modeling of the response of runoff to climate change, Thermal Science,2014,18(5): 1511-1516. (SCI)

15.Yu-Qi LI, Ke-Li ZHANG, Kai-Wen WANG, Ze-Wei ZHOU, Xiao-Hua YANG, Spatial and temporal distribution of moisture migration in bio-retention systems, Thermal Science,2014,18(5): 1557-1562. (SCI)

16.R. Matumbu, N. Mujere, X.H.Yang, Evaluating the Physical-Chemical and Microbiological Quality of Potable Water in Harare, Nonlinear Science Letters C,2014,4(1):1-14.

17.X.-H. Yang, M.S. Li, X.J. Chen, Y.Q. Li, K.Q. Zhao, Progress on Set Pair Analysis in Environmental Science, Nonlinear Science Letters C,2014,4(1):40-54.

18.K.W. Wang, Y. Q. Li, D. Y. Zhang, X. Yang, C.C. Chang, Parameter Estimation of Van Genuchten in Bio-retention Systems, Nonlinear Science Letters C,2014,4(1):55-60.

19.J. Zhang, X. H. Yang, X. J. Chen, C.C. Chang, Trend Analysis of Precipitation under Climate Change in Haihe River Basin, Nonlinear Science Letters C,2014,4(2):1-7.

20.Y. Zhou, X. H. Yang, J. He, L. Liu, Q. Gong, Water Vulnerability Analysis for Shandong in Yellow River Based on PSR Model ,Nonlinear Science Letters C,2014,4(2): 16-23.

21.B.Y.Sun, X. H. Yang, X. J. Chen,J. Zhang, Analysis of Complexity in the Water Environment System Based on CAS Paradigm Nonlinear Science Letters C,2014,4(2): 24-28.

22.J. Zhang, L. Liu, X. Yang, J. Q. Li , Urban Ecological Health Assessment for Yangzhou in 2011 Based on Fuzzy Membership Comprehensive Evaluation Nonlinear Science Letters C,2014,4(2): 29-36.

23.Q. Gong, X. H. Yang, Y. Li, L. Liu, Y. Zhou, Water Quality Analysis of Lakes Based on ITOPSIS Method Nonlinear Science Letters C,2014,4(2): 37-44.

24.Y. Q. Li, K.W. Wang, X. Yang, IEACM for Parameter Optimization of Moisture Migration in Bio-retention System, Nonlinear Science Letters C,2014,4(2): 45-50.

25.Chongli Di, Xiaohua Yang(2014), Modeling and Dynamical Analysis of the Water Resources Supply-demand System: A Case Study in Haihe River Basin, Journal of Applied Mathematics, DOI.org/10.1155/2014/171793. (SCI)

26.Yang X.H., Mei Y., He J., Jiang R., Li Y.Q. and Li J.Q., Comprehensive assessment for removing multiple pollutants, by plants in bioretention systems, Chinese Science Bulletin, 2014, 59(13):1446-1453. (SCI)

27.Ya-Nan GUO, Xiao-Hua YANG, Xiao-Juan CHEN, Ying MEI, Chong-Li DI, Air temperature and precipitation variation trends of the upstream of Lancang river from 1957 to 2011, Thermal Science,2013,17(5): 1383-1388.(SCI)

28.Jun HE, Xiao-Hua YANG, Shi-Feng HUANG, Chong-Li DI, Ying MEI, The inversion of soil moisture by the thermal infrared data in liaoning, China, Thermal Science,2013,17(5): 1375-1381. (SCI)

29.Ling-Xi QIAO, Yin ZHANG, Wan-Ying MA, Xiao-Hua YANG, Zhen-Hui DONG, Analysis model for forecasting extreme temperature using refined rank set pair, Thermal Science,2013,17(5): 1369-1374. (SCI)

30.Ling Zhang, Xiaohua Yang, Wei Sun, Xiaojuan Chen, Leihua Geng, Jingyu Bian, Optimal variable selection model for forecasting irrigation water use efficiency, Nonlinear Science Letters C,2013,3(2):50-60.

31.Xiaohua Yang, Xiaojuan Chen, Zhenyao Shen, Shawlei Yu, Yuqi Li, Keli Zhang, Bayes discriminant analysis for assessing plant retention media to multiple pollutants removal, Nonlinear Science Letters C,2013,3(2):61-66.

32.Xiaojuan Chen, Xiaohua Yang, Assessment of water quality of Beijing lakes using principal component analysis, Nonlinear Science Letters C, 2013,3(1): 31-42.

33.Xiaojuan Chen, Xiaohua Yang, Progress of set pair analysis in the field of water environment, Nonlinear Science Letters C,2013,3(2):81-90.

34.Wanying Ma, Xiaohua Yang, Xiaojuan Chen, A new weighted local-region prediction method based on improved connection degree and its application in air temperature time series, Nonlinear Science Letters C, 2013,3(1): 1-23.

35.Chongli Di, Xiaohua Yang, Jun He, Xiaojuan Chen, Zhenhui Dong, Chaos control of a water resources supply-demand system, Nonlinear Science Letters C, 2013,3(1): 43-49.

36.Yang, X.H., Congli Di, C.L., and Yuqi Li, Y.Q., 2014. Comprehensive Assessment of Water Resources Vulnerability Based on ISPA Model under Climate Change in Haihe River Basin, Proceedings of the 7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, California, USA. http://www.iemss.org/society/index.php/iemss-2014-proceedings.

37.Rebecca Matumbu, Never Mujere, and Xiao-Hua Yang, Assessing the physical-chemical and microbiological quality of potable water in Harare, The 9th International Conference on Urban Watershed Management, Sept. 14, 2014, Tianjin, China.

38.Xiao-Juan Chen1, Xiao-Hua Yang, Lin Liu, Jian Zhang, and Shaw-Lei YU, Simulative Analysis on Urban Stormwater Based on SWMM,A Typical Region in Beijing, The 9th International Conference on Urban Watershed Management, Sept. 14, 2014, Tianjin, China.

39.Qiong Gong, Xiaoh-Hua Yang, Yi Zhou and Chong-Li Di, Water quality assessment of Lakes based on ITOPSIS method, The 9th International Conference on Urban Watershed Management, Sept. 14, 2014, Tianjin, China.

40.Jian Zhang, Xiaohua Yang, Lin Liu, Chein-Chi Chang, Prediction of Temperature Series Based on WNNBR Model, The 9th International Conference on Urban Watershed Management, Sept. 14, 2014, Tianjin, China.

41.Yi Zhou, Xiao-Hua Yang, Jun He, Lin Liu, and Qiong Gong, Water vulnerability analysis for Shandong in Yellow River based on PSR model, The 9th International Conference on Urban Watershed Management, Sept. 14, 2014, Tianjin, China.

42.Yin ZHANG, Xiao-Hua YANG, Ling ZHANG, Wan-Ying MA, Ling-Xia QIAO, Set pair analysis based on phase space reconstruction (SPA-PSR) model and its application in forecasting extreme temperature, Mathematical Problems in Engineering,doi.10.1155/2013/516150.(SCI)

43.Ying Mei, Xiaohua Yang, Jun He, Yanan Guo, Rong Jiang and Zhenhui Dong, A new assessment model for pollutant removal using mulch in bioretention processes, Fresenius Environmental Bulletin,2013,22(5a):1507-1515. (SCI)

44.Mei Y., Yang X.H., Chang C.C., He J., Jiang R., Comprehensive Assessment of Pollutants Removal in Bioretention. Advanced Science Letters, 2012,10: 698-699.

45.Yang S.S., Yang X.H., Jiang R.,et al., New optimal weight combination model for forecasting precipitation, MPE, 2012, doi:10.1155/2012/376010.

46.Yang X.H., Li Y.Q., DNA Optimization Threshold Autoregressive Prediction Model and Its Application in Ice Condition Time Series. Mathematical Problems in Engineering, 2012, doi:10.1155/2012/191902.

47.Yang X.H., Li Y.Q., Rainfall-Runoff Simulation Using Improved Evolution Algorithm Based on Pattern Search, 2012 8th International Conference on Natural Computation, 29-31 May 2012, Chongqing, China, vol.3:1223-1225.

48.Yang X.H., Li Y.Q., Runoff Simulation Artificial Intelligent Techniques, 2012 2nd International Conference on Remote Sensing, Environment and Transportation Engineering (RSETE 2012), 1-3 June 2012, Nanjing, China, vol.4:2422-2424.

49.Dong Z.H., Yang X.H., Guo Y.N., Mei Y., Li Y.Q., Li J.Q., Modified Frequency Computation Method For Optimal Environmental Flow, Thermal Science,16(5): 1539-1543, 2012. (SCI)

50.Mei Y., Yang X.H., Guo Y.N., He J., Jiang R., Li Y.Q., Li J.Q., Thermodynamic And Kinetics Studies of The Adsorption of Phosphorus by Bioretention Media, Thermal Science,16(5): 1506-1509, 2012. (SCI)

51.Ying Mei, Xiao-Hua Yang, Rong Jiang, Chong-Li Di, and Xue-Jun Zhang, Phosphorus Isothermal Adsorption Characteristics of Mulch of Bioretention, Thermal Science, 2012(5):. 2012,16(5): 1358-1361. (SCI)

52.Mei Y., Yang X.H., Chang C.C., He J., and Jiang R., Comprehensive Assessment of Pollutants Removal in Bioretention, ADVANCED SCIENCE LETTERS, 2012,10: 698-699.

53.Mei Y., Yang X.H., Chang C.C., He J., and Jiang R., Set Pair Analysis for Optimal Selection of Bioretention Media, ADVANCED SCIENCE LETTERS, 2012,10: 687-689.

54.Guo Y.N., Yang X.H., Mei Y., He J., and Di C.L., Set Pair Analysis of Eco-environment Quality Using Maximum Entropy, ADVANCED SCIENCE LETTERS, 2012,10, 640-643.

55.X.H. Yang, Y.N. Guo, Z.H. Dong, X.J. Zhang, C. L. Di, Division Algorithm for Environmental Flow Components, Nonlinear Science Letters C, 2012,2(2):55-60.

56.C. L. Di, X.H. Yang, D. W. Huang, Y.N. Guo, J. He, Chaos Control and Synchronization of a Nonlinear System, Nonlinear Science Letters C, 2012,2(2):47-54.

57.Y.N. Guo, X.H. Yang, Y. Mei, C.L. Di, Z.H. Dong, Spatial and Temporal Distribution of Temperature and Precipitation in the Lancang River Basin from 1971 to 2000, Nonlinear Science Letters C, 2012,2(1):9-14.

58.Q.L. Gu, X.H. Yang, S.S.Yang, T.B. Zhao, Fuzzy Decision-Making Model Based on Dynamic Programming and Its Application in Flood Control, Nonlinear Science Letters C, 2012,2(1):15-22.

59.Y. Mei, X.H. Yang, C. L. Di, Y.N. Guo, R. Jiang, J.Q. Li, S.L. Yu, Analysis of Soil Moisture Characteristic Curve of Different Bioretention Soil Media, Nonlinear Science Letters C, 2012,2(2):41-46.

60.S.S. Yang, X.H.Yang, G.D. Lv, New Refining Stratification Method for Logging Curve, Nonlinear Science Letters C, 2012,2(1):33-40.

61.Z.H. Dong, X.H. Yang, X.J. Chen, Ecological Risk Assessment Based on AHP-TOPSIS, Nonlinear Science Letters C, 2012,2(2):27-32.

62.Yang X.H., Zhang X.J., Hu X.X., Li J.Q., SPAMOW for Assessing Water Resource Security under Climate Change in Haihe River Basin. 2011 International Symposium on Climate Change and Water, 2011: 547-552.

63.Yang X.H.,Li Y.Q., Chaos DNA Optimal Algorithm for the Parameter Estimation of Muskingum Model, 2011 International Conference on Information and Intelligent Computing (ICIIC 2011) .

64.Di C.L., Yang X.H., Huang D.W., A new water resources supply-demand system and its hyperchaos control. Procedia Engineering, 2011, 15: 734-738.

65.Guo Y.N., Yang X.H., Information Entropy Information Entropy Set Pair Analysis Model for Assessing Water Resource Bearing Ability, 2011 International Symposium on Climate Change and Water: 299-303.

66.Di C.L., Yang X.H., Huang D.W., A new water resources supply-demand system and its hyperchaos control, 2011 International Conference on Advanced in Control Engineering and Information Science.

67.Yang X.H., Mei Y., She D.X. and Li J.Q., Chaotic Bayesian optimal prediction method and its application in hydrological time series, Computers and Mathematics with Applications, 2011, 61:1975–1978.

68.Jiang R., Yang X.H., Improved Similar Figure Method for Extreme Climate Prediction in Yellow River Basin, 2011 International Symposium on Climate Change and Water: 487-490.

69.Mei Y., Yang X.H., The Effect of Nutrients Removal for Bio-retention System in Rainwater Runoff, 2011 International Conference on Remote Sensing, Environment and Transportation Engineering, June24-26,2011 Nanjing, China, 2:1791-1794.

70.Mei Y., Yang X.H., Trend and Mutation Analysis of Temperature and Precipitation in Lancang River Basin, 2011 International Symposium on Climate Change and Water: 161-165.

71.Yang X.H., Guo Y.N., Li Y.Q., Projection Pursuit Hierarchy Model Based on Chaos Real-Code Genetic Algorithm for River Health Assessment. Nonlinear Science Letters C:Nano, Biology and Environment, 2011, 1(1):1-13.

72.Yang X.H., Zhang X.J., Hu X.X., Nonlinear Optimization Set Pair Analysis Model (NOSPAM) for Assessing Water Resource Renewability. Nonlinear Processes in Geophysics, 2011,18:599-607.

73.Yang S.S., Yang X.H., Jiang R. and Zhang Y.C., New optimal weight combination model for forecasting precipitation, Mathematical Problems in Engineering, 2012, doi:10.1155/2012/376010.

74.Yang X.H., Li Y.Q., DNA Optimization Threshold Autoregressive Prediction Model and Its Application in Ice Condition Time Series. Mathematical Problems in Engineering, 2012, doi:10.1155/2012/191902.

75.Di C.L., Yang X.H., Li J.Q., New Supply-demand System for Water Resources of Beijing and its Dynamical Analysis, Nonlinear Science Letters C, 2011, 1(1):21-31.

76.Zhang X.J., Yang X.H., Water Resources Vulnerability Assessment Based on Eigenvector Set Pair Analysis Model under Climate Change, 2011 International Symposium on Climate Change and Water: 580-583.

77.She D.X., Yang X.H., 2010. A new adaptive local linear prediction method and its application in hydrological time series, Mathematical Problems in Engineering, v 2010, 2010 .

78.Yang X.H., Mei Y., She D.X. and Li J.Q., Chaotic Bayesian optimal prediction method  and its application in hydrological time series, Computers and Mathematics with Applications, 2011,61(8)：1975-1978.

79.Yang X.H., Li J.Q., DNA Accelerating Evolutionary Algorithm and Its Application in the Parameter Optimization of Muskingum Routing Model, The 6th International Conference on Natural Computation, The 7th International Conference on Fuzzy Systems and Knowledge Discovery,10-20 Aug 2010, Yantai, China,Vol.8,3914-3917.

80.Yang X.H., Li J.Q., 2010. Chaos DNA Hooke-Jeeves Evolutionary Algorithm and Its Application in River Pollution Control. 2010 International Conference on Mechanic Automation and Control Engineering, 1, 1944-1947.

81.She D.X., Yang X.H., Xia J., et al., 2010. The Evaluation of the Integrated Risk for the South-to-North Water Transfer Project Using the Bayesian Network Theory, Journal of Resources and Ecology, 1(3):259-267.

82.Yang X.H., Zhang X.J., Hu X.X. and Li J.Q., SPAMOW for Assessing Water Resource Security under Climate Change in Haihe River Basin, 2011 International Symposium on Climate Change and Water.

83.Zhang X.J., Yang X.H., Water Resources Vulnerability Assessment Based on Eigenvector Set Pair Analysis Model under Climate Change, 2011 International Symposium on Climate Change and Water.

84.Guo Y.N., Yang X.H., Information Entropy Information Entropy Set Pair Analysis Model for Assessing Water Resource Bearing Ability, 2011 International Symposium on Climate Change and Water.

85.Jiang R., Yang X.H., Improved Similar Figure Method for Extreme Climate Prediction in Yellow River Basin, 2011 International Symposium on Climate Change and Water.

86.Mei Y., Yang X.H., Trend and Mutation Analysis of Temperature and Precipitation in Lancang River Basin, 2011 International Symposium on Climate Change and Water.

87.Yang X.H., She D.X., Yang Z.F., Tang Q.H. and Li J.Q., Chaotic Bayesian Method Based on multiple criteria decision making (MCDM) for Forecasting Nonlinear Hydrological Time Series, International Journal of Nonlinear Sciences and Numerical Simulation,2009,10(11-12):1595-1610.

88.Xinan Yin, Xiaohua Yang, and Zhifeng Yang, Using the R/S method to determine the periodicity of time series, Chaos, Solitons & Fractals, 2009,39(2):731-745.

89.DONG Jing-qi, YANG Xiao-hua, YANG Hai-zhen, WANG Shao-ping, Scenarios Alternatives Method in EPA Based on Improved Topsis Method and Its Application, Environmental Science and Management, 2009,34(7):162-169.

90.Yang Xiaohua, Hu Xiaoxue, She Dunxian, Wangwei, Li Jianqiang，Genetic Projection Pursuit Interpolation Data Mining Model for Urban Environmental Quality Assessment，2009 World Congress on Computer Science and Information Engineering (CSIE 2009)，March 31 - April 2, 2009，Los Angeles/Anaheim, USA. 2009,805-809.

91.WANG Wei, YANG Xiaohua,WANG Yintang，Study on Ecological Water Requirements in the Lower Reaches of Luanhe Basin, Advances in Water Science, 2009,20(4):560-565.

92.Jianqiang Li, Xiaohua Yang, Guihua Lu, et al. Improved fuzzy matter-element model for comprehensive assessment of water resources carrying capacity in river basins, Journal of Hydroelectric Engineering, 2009,28(1):78-83.

93.Yang Xiaohua, Yang Zhifeng, Yin Xinan and Li Jianqiang, Chaos gray-coded genetic algorithm and its application for pollution source identifications in convection–diffusion equation, Communications in Nonlinear Science and Numerical Simulation, 2008, 13(8): 1676-1688 (SCI, IDS Number: 286OL).

94.Xiaohua Yang, Jianqiang Li, Chaos higher efficient genetic algorithm for parameter optimization of Muskingum routing model, Journal of Hydroelectric Engineering, 2008，27（2）：40-43 ( EI Accession number：082311303535)

95.YANG Xiaohua, LU Gui-hua, CHEN Xiao-yan, LI Jian-qiang，Maximum entropy DFP algorithm and its application in water environmental optimization，Systems Engineering - Theory & Practice, 2008, 28(9):138-144.

96.Xiaoxue Hu, Xiaohua Yang, Jianqiang Li, Leihua Geng, Set Pair Analysis Model for River Health System Assessment, Systems Engineering - Theory & Practice, 2008,28(5):164-170

97.Jianqiang Li, Xiaohua Yang, Guihua Lu, et al. Improved degree of member fuzzy matter-element multiple attribute model for river health complex system assessment, Journal of Hohai University(Natural Science),2008,36(2):152-156

98.MENG Qingping, YANG Xiaohua, WANG Wei, SHEN Zhenyao, ANT COLONY SUBSECTION INTERPOLATION MODEL FOR COMPREHENSIVE ASSESSMENT OF WATER ENVIRONMENTAL QUALITY, Journal of Beijing Normal University (Natural Science),2008,44(4):429-433

99.Xiaohua Yang, Qiang Chen, Zhifeng Yang，Chaos Higher Efficient Genetic Algorithm For the Forecast of the Sediment Concentration in Reservoir，Journal of Beijing Normal University (Natural Science)，2007，43（2）：194-198.

100.Xiaohua Yang, Dunxian She, Jianqiang Li, Numerical Approach to the Inverse Convection-Diffusion Problem, Journal of Physics,C,2008,1-5.

101.Xiaohua Yang, Xiaoxue Hu, Zhenya Shen, DNAEA for Source Term Identification in Convection-Diffusion Equation, Journal of Physics,C,2008,6-10.

102.Jianjun Chen, Xiaohua Yang, Optimal parameter estimation for Muskingum model based on Gray-encoded accelerating genetic algorithm, Communications in Nonlinear Science and Numerical Simulation，2007，12，849-858.

103.Qiang Chen, Xiaohua Yang, Zhifeng Yang，Comprehensive Assessment for Water Environmental Quality Based on Improved Topsis Method，Environmental Engineering，2007，25（4）：75-55.

104.Wei Wang，Xiaohua Yang，Qiang Chen，Comprehensive assessment for river health system Based on Elman network model. Water Resources and Power, 2007, 25(2): 1-4.

105.Yang Xiaohua,Yang Zhifeng, Shen Zhenyao, Li Jianqiang，A gray-encoded hybrid accelerating genetic algorithm for parameter optimization of environmental models，International Journal of Environment and Pollution，2006，28，3-4：239-252. (SCI)

106.Qiang Chen, Xiaohua Yang, Xinan Yin. Elman network model for comprehensive assessment of regional water resources carrying capacity，International Symposium on Flood Forecasting and Water Resources Assessment for IAHS-PUB September 28-30, 2006，Beijing, China.

107.Meirong Su, Zhifeng Yang, Hongrui Wang, Xiaohua Yang，A kind of method and its application for urban ecosystem health assessment, Acta Scientiae Circumstantiae , 2006，26（12）：2072-2079.

108.Yang, XH; Yang, ZF; Jin, JL; Shen, ZY; Chen, Q，Chaos accelerating genetic algorithm and its application in water pollution system，PROCEEDINGS OF 2006 CHINESE CONTROL AND DECISION CONFERENCE, 941-944，2006. (SCI, IDS Number: BFR71)

109.Xiaohua Yang, Jianqiang Li，Application of Chaos Real-encoded Genetic Algorithm in Water Quality Model Parameter Optimization, Water Resources and Power，2006，24（5）：1-4.

110.Xiaohua Yang, Zhifeng Yang, Jianqiang Li, Zhenyao Shen and Qiang Chen, Recent progress on parameter identification algorithms of hydrological models. Progress in Natural Science, 2006,16(6): 657-661.

111.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen and Jianqiang Li. Genetic Matter Element Model with Weights for Comprehensive Assessment of Water Resource Reproducible Ability, THE PROCEEDINGS OF THE CHINA ASSOCIATION FOR SCIENCE AND TECHNOLOGY, 2006,2(2):3-11.

112.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen, GHHAGA for Environmental Systems Optimization，Journal of Environmental Informatics，2005，5（1）：36-41.

113.Yang Xiaohua, Yang Zhifeng, Shen Zhenyao and Li Jianqiang. Node-Ordinal-Ecoded Genetic Algorithm For Water Resources Optimizing Distribution[J]. Progress in Natural Science, 2005，15（5）：448-452. (SCI,IDS Number:950RB)

114.Xiaohua Yang, Zhifeng Yang, Guihua Lu and Jianqiang Li. A Gray-Encoded, Hybrid-Accelerated, Genetic Algorithm for Global Optimizations in Dynamical Systems. Communications in Nonlinear Science and Numerical Simulation, 2005,10(4):63.

115.Yang Xiaohua,Yang Zhifeng, Shen Zhenyao, Lu Guihua，Gray-encoded Hybrid Accelerating Genetic Algorithm for Global Optimization of Water Environmental Model，Lecture Notes in Computer Science: to LNCS/LNAI Proceedings，2005 ( SCI, IDS Number:BDA32)

116.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen and Jianqiang Li. A Multi-Objective Decision-Making Ideal Interval Method for Integrated Assessment of Urban Environmental Quality，Systems Engineering - Theory & Practice, 2005，25（8）：119-123.

117.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen, Guihua Lu and Jianqiang Li. High precision radial basis function network model for predicting water environmental nonlinear time series. Advances in Water Science，2005,6.

118.Yong Yan, Jianqiang Li, Guihua Lu, Xiaohua Yang and Zhifeng Yang. A radial basis function network method for comprehensive assessment of environmental quality，Journal of Hohai University(Natural Sciences) ，2005，33（1）：29-31.

119.Juliang Jin, Xiaohua Yang, Yiming Wei, System Evaluation Method Based on Fuzzy Preferential Relation Matrix, Systems Engineering Theory - Methodology Applications, 2005,14(4)：364~368.

120.YANG Xiao-hua,YANG Zhi-feng, SHEN Zhenyao, Li Jian-qiang. A Multi-Objective Decision-Making Ideal Interval Method for Comprehensive Assessment on Water Resource Renewability[J]. SCIENCE IN CHINA，Series E，2004，47(S): 42-49 ( SCI, IDS Number: 874TU)

121.Xiaohua Yang, Zhifeng Yang and Zhenyao Shen, A Hybrid Accelerated Genetic Algorithm for Systems Optimizatio, ISEIS 2004 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL INFORMATICS，2004, 8.

122.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen, Guihua Lu, Juliang Jin, MULTI-OBJECTIVE DECISION-MAKING IDEAL INTERVAL MODEL, Proceedings of the 4th International Conference on Watershed Management and Urban Water Supply. Part A: WATERSHED MANAGEMENT, Haitian Press, Shenzhen, China, December 2004: 116-121.

123.Jianqiang Li, Guihua Lu, Xiaohua Yang and Zhifeng Yang. GPPIM for comprehensive assessment of regional water resources bearing capacity. Journal of Hohai University(Natural Sciences) ，2004，32（1）：1-4.

124.Jianqiang Li, Guihua Lu, Xiaohua Yang. A Multi-Objective Decision-Making Ideal Interval Model for Assessment of Water Resources Carrying Capacity in River Basins. HYDROLOGY，2004，24（4）：1-4.

125.Guihua Lu, Jianqiang Li, Xiaohua Yang. Application of genetic algorithms to parameter optimization of hydrology model, Journal of Hydraulic Engineering，2004，2，50-56.

126.Xiaohua Yang, Zhifeng Yang, Guihua Lu and Jianqiang Li. Radial basis function network model for prediction of sea ice condition,Journal of Natural Disasters,2004, 13(4):105-108.

127.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen and Jianqiang Li. A Genetic Matter Element Model With Weights For Comprehensive Assessment of Water Resource Reproducible Ability, Mathematics in Practice and Theory，2004, 34 (11)：56-63.

128.Xiaohua Yang, Zhifeng Yang and Jianqiang Li. A GRAY CODE HYBRID ACCELERATING GENETIC ALGORITHM AND ITS PROPERTY ANALYSIS. Journal of Beijing Normal University (Natural Science) ，2004,4(6):831-836.

129.Xiaohua Yang, Zhifeng Yang, Jianqiang Li,Lu Guihua and Juliang Ji.. An Optimal Approximation Model for Comprehensive Assessment of Regional Water Resources Utilization. Systems Engineering - Theory & Practice, 2004, 24(6): 120-125.

130.Xiaohua Yang, Zhifeng Yang, Jianqiang Li and Jichang Zhang. Multiple objective decision making-ideal interval method for comprehensive assessment of water environmental quality，. Advances In Water Science，2004，15（2）：202-205.

131.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen,Lu Guihua and Jianqiang Li. Interpolation Model for Evaluating Loss of Flood Disaster Based on Genetic Projection Pursuit. Journal of Catastrophology，2004,19(4):1-6.

132.Xiaohua Yang, Zhifeng Yang and Zhenyao Shen. Comprehensive Evaluation on Sustainable Utilization of Regional Water Resources Based on Radial Basis Function Neural Network. Environmental Science, 2004，25，31-34.

133.Xiaohua Yang, Zhifeng Yang, Xinghui Xia, Zhenyao Shen and Jianqiang Li. Assessment model of water quality recoverability based on genetic projection pursuit and ladder shape curve，Journal of Safety and Environment, 2004,4(2):28-30.

134.Xiaohua Yang, Zhifeng Yang, Zhenyao Shen, Jianqiang Li and Juliang Jin. Genetic projection pursuit method for evaluating water resources reproducible ability. Advances In Water Science，2004，15（1）：73-76.

135.Xiaohua Yang, Zhifeng Yang and Jianqiang Li. A GENETIC PROJECTION PURSUIT INTERPOLATION MODEL FOR COMPREHENSIVE ASSESSMENT OF WATER QUALITY. Environmental Engineering, 2004, 22(3): 69-71.

136.Xiaohua Yang, Guihua Lu, Jianqiang Li. Solving nonlinear minimax problems by Gray coding genetic algorithm, Journal of Hohai University(Natural Sciences) ，2003，31（1）：108-110.

137.Xiaohua Yang, Zhifeng Yang, Jianqiang Li. A genetic projection pursuit method for comprehensive assessment of regional water resources potential. Progress in Natural Science，2003，13（5）：554.

138.Xiaohua Yang, Guihua Lu，Zhifeng Yang and Jianqiang Li. Gray Coding Based Accelerating Genetic Algorithm and Its Theory. Systems Engineering - Theory & Practice, 2003，23（3）：100-106.

139.Xiaohua Yang, Zhifeng Yang, Jianqiang Li. Application of Ant Colony Accelerating Genetic Algorithm for Parameter Identification in Water Environment Model. Water Resources and Power，2003，21（4）：42-45.

140.Xiaohua Yang, Zhifeng Yang, Jianqiang Li and Juliang Jin. A MULTIPLE OBJECTIVE DECISION MAKING-IDEAL INTERVAL METHOD FOR COMPREHENSIVE ASSESSMENT OF ATMOSPHERIC ENVIRONMENTAL QUALITY, Environmental Engineering，2003，21（3）：70-72.

141.Xiaohua Yang, Zhifeng Yang, Jianqiang Li and Juliang Jin. MATTER ELEMENT MODEL FOR COMPREHENSIVE ASSESSMENT OF ATMOSPHERIC ENVIRONMENTAL QUALITY. Environmental Engineering，2003，21（5）：69-70.

142.Xiaohua Yang, Zhifeng Yang, Jianqiang Li. SOLVING NONLINEAR OPTIMAL PROBLEMS BY HYBRID ACCELERATING GENETIC ALGORITHM. Journal of Beijing Normal University (Natural Science) ，2003，39（4）：551-556.

143.Xiaohua Yang, Zhifeng Yang, Jianqiang Li. A genetic projection pursuit interpolation model for comprehensive assessment of development level of regional water resources. Journal of Natural Resources，2003，18（6）：760-765.

144.Xiaohua Yang, Zhifeng Yang, Jianqiang Li. A new method for parameter identification in water environment model. Advances in Water Science，2003，14（5）：554-557.

145.Xiaohua Yang, Guihua Lu，Zhifeng Yang. A new method for optimum design of structures, Journal of Hohai University(Natural Sciences) ，2003，31（3）：351-354.

146.Xiaohua Yang，Juliang Jin，Yinming Wei. Threshold regressive model for forecasting low temperature disaster. Journal of Catastrophology，2002，17(1):10-14.

147.Xiaohua Yang, Guihua Lu, Jianqiang Li. Applications of the hybrid accelerating generic algorithm to parameter optimization of basin model. Advances in Water Science, 2002，13（3）：340-344.

148.Xiaohua Yang, Guihua Lu, Jianqiang Li. Application of Adaptive Genetic Algorithm to Environment Optimization. Journal of Hohai University(Natural Sciences) ，2002，30（2）：39-41.

149.Xiaohua Yang, Guihua Lu, Jianqiang Li. Application of the Adaptive Accelerative Genetic Algorithm for Stage-discharge Curve Calibration. Hydrology，2002，22（2）：14-18.

150.Juliang Jin，Xiaohua Yang，Jing Ding. An Improved Simple Genetic Algorithm -Accelerating Genetic Algorithm. Systems Engineering - Theory & Practice, 2001，21（4）：8-13.

151.Guihua Lu，Xiaohua Yang，Jianqiang Li. Parameter Estimation of Muskingum Model Using Genetic Algorithm. Journal of Hohai University(Natural Sciences) ，2001，30（2）：36-39.

152.Juliang Jin, Xiaohua Yang, Baoming Jin, et al. Bilinear model for dynamic prediction of groundwater level. Advances in Water Science, 2001,12(3)：361-366.

153.Juliang Jin，Xiaohua Yang，Baoming Jin. Application of Genetic Threshold Regressive Model to Forecast River Flood. Water Resources and Power, 2000,18(1)：1-4.