PACS: Wc. , 5 7 d [1] d, d ( Acta Phys. Sin. Vol. 61, No. 20 (2012) ( ; )

Size: px
Start display at page:

Download "PACS: Wc. , 5 7 d [1] d, d ( Acta Phys. Sin. Vol. 61, No. 20 (2012) ( ; )"

Transcription

1 d * 1) 1)2) 1) 2) 1) (, ) 2) (,, ) ( ; ) , d,.. :,,, ;,, ;, ,. :,, PACS: Wc 1,, 5 7 d [1].,, [2 9].,, [10 15]. [16],,,,. [17] ;,. [18,19],. [20],, d 60 d, d, d 120 E d ( * ( : , , ) ( : 2012CB955902) ( : GYHY , GYHY ). fenggl@cma.gov.cn c 2012 Chinese Physical Society

2 ),.,., d, d, 60 d d, 10 d d. Center for Environmental Prediction, NCEP) (National Center for Atmospheric Research, NCAR) 200, hpa, , d 500 hpa d, d, (EOF) , 30 d d, d d hpa 60 d 120 E - ( gpm) , 1 C 4 C, 4 C 6 C;, 5, 2. 11,, mm, 6.2 mm, 5 2, 2 [21],,. [22,23].,,,,,, (National d d d.,.,,,. 2009, d,., d ( 3), 3 50,, 16.8% , 20.,, 1, 13.2%, 8 7, 7.5% 7.3%

3 d. 20, Y = 0,, Y 1 15, Y. 2 Y d Y 3 (a) 2009 (b) ,,.,.,, d, d. Y, 30 d EOF Y d ; EOF Y Y, d, Y. Y, d, :

4 ., Y = 1 Y = d d ( 3). 3, Y = 2, d Y = 1, 3 6,, Y = d Y = Y = 1, d Y = d Y = d d,., d,. [24], : m x i y i i=1 cos θ = m m x 2 i i=1 yi 2 i=1, (1), cos θ, m, x i y i i. 1 1, 1( 1), ( ), 1,, 1, ; 0. : hpa d d 30, d, EOF d,. 3., 20,. 2 Y d, 30 d d 30 d COR (Y ), d 20. Y = 1 2, Y, d,, d,,,,, d,

5 , Y = 5, 0.13., 5 Y = 5,,,., Y = 5. Y = 3, 0.11, Y = 4,, , d, hpa d, Y = d,,, d EOF., d 60 d, hpa, 6,,,., ,.,,,, hpa, 7., ( 7(c)),,,., , 500, 850 hpa. 7,,. 850 hpa,, hpa d,,.,,.,, hpa. 8, 11,,,.,.,,

6 Ô n Æ Acta Phys. Sin. Vol. 61, No. 20 (2012) øb µ 6/³, ù«uíxúrfcz ÜYðÑxE 11 þ! Í Ý é kïue í±yhe, r Ieæ í, üy õ XÈ È ). ã c 500 hpa pý íÿ µ m Ù (a) 11 5 F; (b) F; (c) F; (d) F; (e) F; (f) F (ü gpm) ã c 11 9 Fíÿ µ R Ù (a) 200 hpa; (b) 500 hpa; (c) 850 hpa (ü gpm) $

7 hpa (a) 11 5 ; (b) ; (c) ; (d)11 20 ( gpm) 5 EOF, , hpa d d,. 60 d, : 1),,, ; 2),, ; 3), ,., d.,,,. [1] Chen D H, Xue J S 2004 Acta Meteor. Sin (in Chinese) [, ] [2] Lorenz E N 1965 Tellus [3] Lorenz E N 1969 J. Atmos. Sci [4] Lorenz E N 1982 Tellus [5] Mu M, Duan W S 2005 Chin. Sci. Bull (in Chinese) [, ] [6] Chou J F 2002 The Nonlinearity and Complexity in Atmospheric Science (Beijing: China Meteorological Press) pp (in Chinese) [ 2002 ( : ) ] [7] Feng G L, Dai X G, Wang A H, Chou J F 2001 Acta Phys. Sin (in Chinese) [,,, ] [8] He W P, Feng G L, Dong W J, Li J P 2006 Acta Phys. Sin (in Chinese) [,,, ] [9] Wang P, Dai X G 2005 Acta Phys. Sin (in Chinese) [, ] [10] Ding R Q, Li J P, Seo K H 2011 Mon. Wea. Rev [11] Wei F Y, Huang J Y 2010 J. Trop. Meteor (in Chinese) [, ] [12] Yang Q M 2009 Sci. China D (in Chinese) [ 2009 (D ) ] [13] Chen G J, Wei F Y, Gong Y F 2010 Quart. J. Appl. Meteor (in Chinese) [,, ] [14] Zhi R, Gong Z Q, Wang Q G, Xiong K G 2011 Acta Phys. Sin (in Chinese) [,,, ] [15] Wang K, Feng G L, Sun S P, Zheng Z H 2012 Acta Phys. Sin (in Chinese) [,,, ] [16] Chou J F, Zheng Z H, Sun S P 2010 Sci. Meterol. Sin (in Chinese) [,, ] [17] Ding Y H, Liang P 2010 Meteorological Monthly (in Chi

8 nese) [, ] [18] Sun G W, Xin F, Kong C Y, Chen B M, He J H 2010 Plateau Meteor (in Chinese) [,,,, ] [19] Sun G W, Kong C Y, Xin F, Chen B M, He J H 2011 Plateau Meteor (in Chinese) [,,,, ] [20] Li J P, Ding R Q 2008 Chin. J. Atmos. Sci (in Chinese) [, ] [21] Climate System Monitoring Bulletin, National Climate Center http: // cmdp.ncc.cma.gov.cn / Monitoring / bulletin.php [ ] (in Chinese) [ http: // cmdp.ncc.cma.gov.cn / Monitoring / bulletin.php ] [22] Chen H B, Fan X H 2010 Clim. Environ. Res (in Chinese) [, ] [23] Ding D P, Zhang A Y, Han C, Ren G Y, Xie Z 2010 Clim. Environ. Res (in Chinese) [,,,, ] [24] Shi N 2009 Meteorological Statistical Forecasts (Beijing: China Meteorological Press) pp (in Chinese) [ 2009 ( : ) ] Study of the stable components in extended-range forecasting for the coming days during the snow storm event in November 2009 Wang Kuo 1) Feng Guo-Lin 1)2) Sun Shu-Peng 1) Zheng Zhi-Hai 2) 1) ( College of Atmospheric Sciences, Lanzhou University, Lanzhou , China ) 2) ( Laboratory for Climate Studies, National Climate Center, China Meteorological Administration, Beijing , China ) ( Received 8 March 2012; revised manuscript received 6 April 2012 ) Abstract In this paper, we extract stable components in extended-range forecasting for the coming days by using empirical orthogonal function analysis and some other methods during the snow storm event in November At the first time, stable components in extended-range forecasting for the coming days can be divided into two parts: climatic stable components and abnormal stable components, by contribution rate analysis, similarity coefficient and so on. We combine climatic stable components and low-pass filter components to obtain climatological background field. The results show as follows. 1) The circulation pattern of climatological background field persists for a long time and changes slowly. It provides climatological background for the weather event mainly. 2) The climatological background field can indicate the fluctuations of semi-permanent or permanent center with a large space scales. The climatological background field cooperates well in vertical divisions. 3) The abnormal stable components reflect abnormal circulation, and the circulation pattern of abnormal stable components corresponds to the snow storm event in November 2009 well on the time scale. The climatological background field represents circulation pattern background and the abnormal stable components represent the relative strength of weather system. Keywords: climatic stable components, abnormal stable components, climatological background field PACS: Wc * Project supported by the National Natural Science Foundation of China (Grant Nos , , ), the National Basic Research Program of China (Grant No. 2012CB955902), and the Special Scientific Research Fund of Public Welfare Profession of China (Grant Nos. GYHY , GYHY ). fenggl@cma.gov.cn

Extraseasonal ensemble numerical predictions of winter climate over China

Extraseasonal ensemble numerical predictions of winter climate over China Chinese Science Bulletin 2003 Vol. 48 No. 19 2121 2125 Extraseasonal ensemble numerical predictions of winter climate over China LANG Xianmei, WANG Huijun & JIANG Dabang Nansen-Zhu International Research

More information

Analysis of China Motor Vehicle Insurance Business Trends

Analysis of China Motor Vehicle Insurance Business Trends Analysis of China Motor Vehicle Insurance Business Trends 1 Xiaohui WU, 2 Zheng Zhang, 3 Lei Liu, 4 Lanlan Zhang 1, First Autho University of International Business and Economic, Beijing, wuxiaohui@iachina.cn

More information

Yijun Gao, Wei Wu, Zongwei Han, Xianting Li *

Yijun Gao, Wei Wu, Zongwei Han, Xianting Li * Study on the performance of air conditioning system combining heat pipe and vapor compression based on ground source energy-bus for commercial buildings in north China Yijun Gao, Wei Wu, Zongwei Han, Xianting

More information

Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations

Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations S. C. Xie, R. T. Cederwall, and J. J. Yio Lawrence Livermore National Laboratory Livermore, California M. H. Zhang

More information

International Association of Dental Traumatology. IADT Newsletter THE IADT S DENTAL TRAUMA GUIDE YOUR TOOL TO EVIDENCE -BASED DENTAL TRAUMATOLOGY

International Association of Dental Traumatology. IADT Newsletter THE IADT S DENTAL TRAUMA GUIDE YOUR TOOL TO EVIDENCE -BASED DENTAL TRAUMATOLOGY International Association of Dental Traumatology Volume 2, issue 1 IADT Newsletter Dear members, THE IADT S DENTAL TRAUMA GUIDE YOUR TOOL TO EVIDENCE -BASED DENTAL TRAUMATOLOGY The IADT s Dental Trauma

More information

Breeding and predictability in coupled Lorenz models. E. Kalnay, M. Peña, S.-C. Yang and M. Cai

Breeding and predictability in coupled Lorenz models. E. Kalnay, M. Peña, S.-C. Yang and M. Cai Breeding and predictability in coupled Lorenz models E. Kalnay, M. Peña, S.-C. Yang and M. Cai Department of Meteorology University of Maryland, College Park 20742 USA Abstract Bred vectors are the difference

More information

A Real Case Study of Using Cloud Analysis in Grid-point Statistical Interpolation Analysis and Advanced Research WRF Forecast System

A Real Case Study of Using Cloud Analysis in Grid-point Statistical Interpolation Analysis and Advanced Research WRF Forecast System A Real Case Study of Using Cloud Analysis in Grid-point Statistical Interpolation Analysis and Advanced Research WRF Forecast System Ming Hu 1 and Ming Xue 1, 1 Center for Analysis and Prediction of Storms,

More information

How To Analyze The Time Varying And Asymmetric Dependence Of International Crude Oil Spot And Futures Price, Price, And Price Of Futures And Spot Price

How To Analyze The Time Varying And Asymmetric Dependence Of International Crude Oil Spot And Futures Price, Price, And Price Of Futures And Spot Price Send Orders for Reprints to reprints@benthamscience.ae The Open Petroleum Engineering Journal, 2015, 8, 463-467 463 Open Access Asymmetric Dependence Analysis of International Crude Oil Spot and Futures

More information

Investigation into the energy consumption of a data center with a thermosyphon heat exchanger

Investigation into the energy consumption of a data center with a thermosyphon heat exchanger Article Mechanical Engineering July 2011 Vol.56 No.20: 2185 2190 doi: 10.1007/s11434-011-4500-5 SPECIAL TOPICS: Investigation into the energy consumption of a data center with a thermosyphon heat exchanger

More information

Chapter 34 Latest GNSS Results of the CMONOC Network and Its Application in Earthquake Monitoring

Chapter 34 Latest GNSS Results of the CMONOC Network and Its Application in Earthquake Monitoring Chapter 34 Latest GNSS Results of the CMONOC Network and Its Application in Earthquake Monitoring Junping Chen, Yize Zhang, Yibing Xie, Weijie Tan, Sainan Yang and Bin Wu Abstract Crustal Movement Observation

More information

Optimization of PID parameters with an improved simplex PSO

Optimization of PID parameters with an improved simplex PSO Li et al. Journal of Inequalities and Applications (2015) 2015:325 DOI 10.1186/s13660-015-0785-2 R E S E A R C H Open Access Optimization of PID parameters with an improved simplex PSO Ji-min Li 1, Yeong-Cheng

More information

Professional Liability Errors and Omissions Insurance Application

Professional Liability Errors and Omissions Insurance Application If coverage is issued, it will be on a claims-made basis. Notice: this insurance coverage provides that the limit of liability available to pay judgements or settlements shall be reduced by amounts incurred

More information

Investigation the Protective Performance of Organic Coatings with Different Breakage Degree Using EIS United to SOM Neural Network

Investigation the Protective Performance of Organic Coatings with Different Breakage Degree Using EIS United to SOM Neural Network Int. J. Electrochem. Sci., 8 (213) 1895-192 International Journal of ELECTROCHEMICAL SCIENCE www.electrochemsci.org Investigation the Protective Performance of Organic Coatings with Different Breakage

More information

P1.2 NUMERICAL SIMULATION OF LONG DISTANCE TRANSPORTATION OF VOLCANO ASH FROM PINATUBO

P1.2 NUMERICAL SIMULATION OF LONG DISTANCE TRANSPORTATION OF VOLCANO ASH FROM PINATUBO P1.2 NUMERICAL SIMULATION OF LONG DISTANCE TRANSPORTATION OF VOLCANO ASH FROM PINATUBO Tan Jiqing Xu Juan (Institution of Meteorological Information and Prediction of Disaster Events, Zhejiang University,

More information

Fluctuations in airport arrival and departure traffic: A network analysis

Fluctuations in airport arrival and departure traffic: A network analysis Fluctuations in airport arrival and departure traffic: A network analysis Li Shan-Mei( 李 善 梅 ) a), Xu Xiao-Hao( 徐 肖 豪 ) b), and Meng Ling-Hang( 孟 令 航 ) a) a) School of Computer Science and Technology,

More information

A Study about the 3S-based Great Ruins Monitoring and Early-warning System

A Study about the 3S-based Great Ruins Monitoring and Early-warning System A Study about the 3S-based Great Ruins Monitoring and Early-warning System WangXuefeng a, HuangZhongyuan a,ligongli a, ZhaLi a a Beijing Re-Yuanmingyuan Company Limited, Beijing, China ligongli@thid.cn

More information

Zhejiang University SPIE Student Chapter Annual Report September 2014

Zhejiang University SPIE Student Chapter Annual Report September 2014 Zhejiang University SPIE Student Chapter Annual Report September 2014 2014 Chapter Officers President: Kai Hu Vice President: Lingchen Huang Secretary: Yingchen Wu Treasurer: Jinyang Liu Advisor: Prof.

More information

UCAR Trustee Candidate Kenneth Bowman

UCAR Trustee Candidate Kenneth Bowman UCAR Trustee Candidate Kenneth Bowman The Member's Nominating Committee is pleased to present Dr. Kenneth Bowman from Texas A&M University as a candidate for the UCAR Board of Trustees. Dr. Bowman is currently

More information

Effects of node buffer and capacity on network traffic

Effects of node buffer and capacity on network traffic Chin. Phys. B Vol. 21, No. 9 (212) 9892 Effects of node buffer and capacity on network traffic Ling Xiang( 凌 翔 ) a), Hu Mao-Bin( 胡 茂 彬 ) b), and Ding Jian-Xun( 丁 建 勋 ) a) a) School of Transportation Engineering,

More information

Big Data Storage Architecture Design in Cloud Computing

Big Data Storage Architecture Design in Cloud Computing Big Data Storage Architecture Design in Cloud Computing Xuebin Chen 1, Shi Wang 1( ), Yanyan Dong 1, and Xu Wang 2 1 College of Science, North China University of Science and Technology, Tangshan, Hebei,

More information

Copula model estimation and test of inventory portfolio pledge rate

Copula model estimation and test of inventory portfolio pledge rate International Journal of Business and Economics Research 2014; 3(4): 150-154 Published online August 10, 2014 (http://www.sciencepublishinggroup.com/j/ijber) doi: 10.11648/j.ijber.20140304.12 ISS: 2328-7543

More information

Program 2014 Tsinghua-Sanya Workshop on Big Data: Opportunities, Challenges and Innovations Dec. 27 Dec. 30, 2014 Sanya, China

Program 2014 Tsinghua-Sanya Workshop on Big Data: Opportunities, Challenges and Innovations Dec. 27 Dec. 30, 2014 Sanya, China Program 2014 Tsinghua-Sanya Workshop on Big Data: Opportunities, Challenges and Innovations Dec. 27 Dec. 30, 2014 Sanya, China Dec 27, Saturday 09:00 am - 09:30 am Opening Ceremony 09:30 am - 10:20 am

More information

Research on the UHF RFID Channel Coding Technology based on Simulink

Research on the UHF RFID Channel Coding Technology based on Simulink Vol. 6, No. 7, 015 Research on the UHF RFID Channel Coding Technology based on Simulink Changzhi Wang Shanghai 0160, China Zhicai Shi* Shanghai 0160, China Dai Jian Shanghai 0160, China Li Meng Shanghai

More information

Journal of Chemical and Pharmaceutical Research, 2014, 6(5): 621-625. Research Article

Journal of Chemical and Pharmaceutical Research, 2014, 6(5): 621-625. Research Article Available online www.jocpr.com Journal of Chemical and Pharmaceutical Research, 2014, 6(5): 621-625 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Analysis on the problems and countermeasures for

More information

KEY WORDS: GPS/INS, Meteorology, Precipitation, Prediction, Application, Design, Monitoring,

KEY WORDS: GPS/INS, Meteorology, Precipitation, Prediction, Application, Design, Monitoring, THE DESIGN AND APPLICATION OF NETWORK OF GROUND-BASED GPS WATER VAPOR MONITORING STATIONS TO IMPROVE PRECIPITATION PREDICTION IN THE GREATER BEIJING METROPOLITAN AREA Chao-Lin Zhang a, *, Ying-Hwa Kuo

More information

Mechanical Analysis of Crossbeam in a Gantry Machine Tool and its Deformation Compensation

Mechanical Analysis of Crossbeam in a Gantry Machine Tool and its Deformation Compensation Send Orders for Reprints to reprints@benthamscience.ae The Open Mechanical Engineering Journal, 2015, 9, 213-218 213 Open Access Mechanical Analysis of Crossbeam in a Gantry Machine Tool and its Deformation

More information

A NUMERICAL ANALYSIS BASED SUBSTITUTE METHOD FOR SHAKING TABLE TEST IN CONSIDERING OF THE SOIL-STRUCTURE INTERACTION

A NUMERICAL ANALYSIS BASED SUBSTITUTE METHOD FOR SHAKING TABLE TEST IN CONSIDERING OF THE SOIL-STRUCTURE INTERACTION A NUMERICAL ANALYSIS BASED SUBSTITUTE METHOD FOR SHAKING TABLE TEST IN CONSIDERING OF THE SOIL-STRUCTURE INTERACTION Y.R. Wang 1, J.W. Dai 2, S.M. Zhan 3 and Y. Jiang 4 1 Ph.D Student, Dept. of Structural

More information

EN 1991-1-6 DK NA:2007

EN 1991-1-6 DK NA:2007 EN 1991-1-6 DK NA:2007 National Annex to Eurocode 1: Actions on structures - Part 1-6: General actions Actions during execution Foreword In connection with the incorporation of Eurocodes into Danish building

More information

Accounting Information and Stock Price Reaction of Listed Companies Empirical Evidence from 60 Listed Companies in Shanghai Stock Exchange

Accounting Information and Stock Price Reaction of Listed Companies Empirical Evidence from 60 Listed Companies in Shanghai Stock Exchange Journal of Business & Management Volume 2, Issue 2 (2013), 11-21 ISSN 2291-1995 E-ISSN 2291-2002 Published by Science and Education Centre of North America Accounting Information and Stock Price Reaction

More information

A Novel Trigger Model for Sales Prediction with Data Mining Techniques

A Novel Trigger Model for Sales Prediction with Data Mining Techniques I CODATA S U Huang, W et al 2015 A Novel Trigger Model for Sales Prediction with Data Mining Techniques. Data Science Journal, 14: 15, pp. 1 8, DOI: http://dx.doi.org/10.5334/dsj-2015-015 PROCEEDINGS PAPER

More information

A Network Simulation Experiment of WAN Based on OPNET

A Network Simulation Experiment of WAN Based on OPNET A Network Simulation Experiment of WAN Based on OPNET 1 Yao Lin, 2 Zhang Bo, 3 Liu Puyu 1, Modern Education Technology Center, Liaoning Medical University, Jinzhou, Liaoning, China,yaolin111@sina.com *2

More information

Performance Evaluation System of Enterprise Knowledge Management Based on Balanced Scorecard

Performance Evaluation System of Enterprise Knowledge Management Based on Balanced Scorecard Performance Evaluation System of Enterprise Knowledge Management Based on Balanced Scorecard Mingkui Huo 1 & Li Zhu 2 1 School of Economy and Management, Changchun University of Science and Technology,

More information

Classified Comparison of Operational Efficiency to Internet Company in China Based on DEA Model

Classified Comparison of Operational Efficiency to Internet Company in China Based on DEA Model , pp. 1-14 http://dx.doi.org/10.14257/ijhit.2014.7.6.01 Classified Comparison of Operational Efficiency to Internet Company in China Based on DEA Model Liu Jian 1 and Li Wei 1,2,* 1 School of Information

More information

An ECG Monitoring and Alarming System Based On Android Smart Phone

An ECG Monitoring and Alarming System Based On Android Smart Phone Communications and Network, 2013, 5, 584-589 http://dx.doi.org/10.4236/cn.2013.53b2105 Published Online September 2013 (http://www.scirp.org/journal/cn) An ECG Monitoring and Alarming System Based On Android

More information

Workshop on Internet and BigData Finance (WIBF)

Workshop on Internet and BigData Finance (WIBF) Workshop on Internet and BigData Finance (WIBF) Central University of Finance and Economics June 11-12, 2015 In a 2013 study, IBM found that 71 percent of the banking and financial firms report that the

More information

How To Protect Your Privacy From Big Data, Privacy Protection, And Information Security From A Data Control System

How To Protect Your Privacy From Big Data, Privacy Protection, And Information Security From A Data Control System The Open Cybernetics & Systemics Journal Disclaimer: This article has been published immediately upon acceptance (by the Editors of the journal) as a provisional PDF from the revised version submitted

More information

How To Calculate Tunnel Longitudinal Structure

How To Calculate Tunnel Longitudinal Structure Calculation and Analysis of Tunnel Longitudinal Structure under Effect of Uneven Settlement of Weak Layer 1,2 Li Zhong, 2Chen Si-yang, 3Yan Pei-wu, 1Zhu Yan-peng School of Civil Engineering, Lanzhou University

More information

Scientific Collaboration Networks in China s System Engineering Subject

Scientific Collaboration Networks in China s System Engineering Subject , pp.31-40 http://dx.doi.org/10.14257/ijunesst.2013.6.6.04 Scientific Collaboration Networks in China s System Engineering Subject Sen Wu 1, Jiaye Wang 1,*, Xiaodong Feng 1 and Dan Lu 1 1 Dongling School

More information

Editorial Board. for the English edition of. The Clinical Practice of Chinese Medicine Series

Editorial Board. for the English edition of. The Clinical Practice of Chinese Medicine Series Editorial Board for the English edition of The Clinical Practice of Chinese Medicine Series Academic Consultants Deng Tie-tao Apprentice Education Program, Tenured Professor of Guangzhou University of,

More information

A Load Balancing Algorithm based on the Variation Trend of Entropy in Homogeneous Cluster

A Load Balancing Algorithm based on the Variation Trend of Entropy in Homogeneous Cluster , pp.11-20 http://dx.doi.org/10.14257/ ijgdc.2014.7.2.02 A Load Balancing Algorithm based on the Variation Trend of Entropy in Homogeneous Cluster Kehe Wu 1, Long Chen 2, Shichao Ye 2 and Yi Li 2 1 Beijing

More information

Curriculum Vitae. Cheng-Ching (Hiya) Liu

Curriculum Vitae. Cheng-Ching (Hiya) Liu Curriculum Vitae Cheng-Ching (Hiya) Liu 1.0 DEMOGRAPHIC & CONTACT INFORMATION Assistant Professor Michigan State University College of Nursing A130 Life Science 1355 Bogue Street East Lansing, MI 48825-1109

More information

Heavy Rainfall from Hurricane Connie August 1955 By Michael Kozar and Richard Grumm National Weather Service, State College, PA 16803

Heavy Rainfall from Hurricane Connie August 1955 By Michael Kozar and Richard Grumm National Weather Service, State College, PA 16803 Heavy Rainfall from Hurricane Connie August 1955 By Michael Kozar and Richard Grumm National Weather Service, State College, PA 16803 1. Introduction Hurricane Connie became the first hurricane of the

More information

Formation causes and recovery of the Black Soil Type degraded alpine grassland in Qinghai-Tibetan Plateau

Formation causes and recovery of the Black Soil Type degraded alpine grassland in Qinghai-Tibetan Plateau Front. Agric. China 2007, 1(2): 197 202 DOI 10.1007/s11703-007-0034-7 REVIEW SHANG Zhanhuan, LONG Ruijun Formation causes and recovery of the Black Soil Type degraded alpine grassland in Qinghai-Tibetan

More information

The challenge of improving visibility in Beijing

The challenge of improving visibility in Beijing Atmos. Chem. Phys., 1, 7821 7827, 21 www.atmos-chem-phys.net/1/7821/21/ doi:1.194/acp-1-7821-21 Author(s) 21. CC Attribution 3. License. Atmospheric Chemistry and Physics The challenge of improving visibility

More information

Research on Credibility Measurement Method of Data In Big Data

Research on Credibility Measurement Method of Data In Big Data Journal of Information Hiding and Multimedia Signal Processing c 2016 ISSN 2073-4212 Ubiquitous International Volume 7, Number 4, July 2016 Research on Credibility Measurement Method of Data In Big Data

More information

U.P.B. Sci. Bull., Series C, Vol. 77, Iss. 1, 2015 ISSN 2286 3540

U.P.B. Sci. Bull., Series C, Vol. 77, Iss. 1, 2015 ISSN 2286 3540 U.P.B. Sci. Bull., Series C, Vol. 77, Iss. 1, 2015 ISSN 2286 3540 ENTERPRISE FINANCIAL DISTRESS PREDICTION BASED ON BACKWARD PROPAGATION NEURAL NETWORK: AN EMPIRICAL STUDY ON THE CHINESE LISTED EQUIPMENT

More information

Correspondence: drajan@hydra.t.u-tokyo.ac.jp, drajan@ncmrwf.gov.in

Correspondence: drajan@hydra.t.u-tokyo.ac.jp, drajan@ncmrwf.gov.in Southwest and Northeast Monsoon Season of India During 2004 as Seen by JRA25 and the General Circulation Model T80 D. Rajan 1,2, T.Koike 1, K.Taniguchi 1 1 CEOP Lab, University of Tokyo, Japan 2 NCMRWF,

More information

Research and Practice of DataRBAC-based Big Data Privacy Protection

Research and Practice of DataRBAC-based Big Data Privacy Protection Send Orders for Reprints to reprints@benthamscience.ae The Open Cybernetics & Systemics Journal, 2015, 9, 669-673 669 Open Access Research and Practice of DataRBAC-based Big Data Privacy Protection Huang

More information

The Combination Forecasting Model of Auto Sales Based on Seasonal Index and RBF Neural Network

The Combination Forecasting Model of Auto Sales Based on Seasonal Index and RBF Neural Network , pp.67-76 http://dx.doi.org/10.14257/ijdta.2016.9.1.06 The Combination Forecasting Model of Auto Sales Based on Seasonal Index and RBF Neural Network Lihua Yang and Baolin Li* School of Economics and

More information

Development of a Web-based Information Service Platform for Protected Crop Pests

Development of a Web-based Information Service Platform for Protected Crop Pests Development of a Web-based Information Service Platform for Protected Crop Pests Chong Huang 1, Haiguang Wang 1 1 Department of Plant Pathology, China Agricultural University, Beijing, P. R. China 100193

More information

Proceedings of the 7 th Euro-Asia Conference on Environment and CSR: Tourism, MICE, Hospitality Management and Education Session (Part I)

Proceedings of the 7 th Euro-Asia Conference on Environment and CSR: Tourism, MICE, Hospitality Management and Education Session (Part I) Proceedings of the 7 th Euro-Asia Conference on Environment and CSR: Tourism, MICE, Hospitality Management and Education Session (Part I) Yanling Zhang (Ed.) Proceedings of the 7 th Euro-Asia Conference

More information

AN ENHANCED BINARY ANTI-COLLISION ALGORITHM OF BACKTRACKING IN RFID SYSTEM

AN ENHANCED BINARY ANTI-COLLISION ALGORITHM OF BACKTRACKING IN RFID SYSTEM Progress In Electromagnetics Research B, Vol. 4, 263 271, 2008 AN ENHANCED BINARY ANTI-COLLISION ALGORITHM OF BACKTRACKING IN RFID SYSTEM X.-L. Shi, X.-W. Shi, Q.-L. Huang, and F. Wei National Key Laboratory

More information

I. The Establishment and Development of Teaching of Traditional Chinese Instrumental Music Theory in the 20 th Century

I. The Establishment and Development of Teaching of Traditional Chinese Instrumental Music Theory in the 20 th Century The Teaching of Traditional Chinese Instrumental Music Theory In the 20 th Century and Its Future Development Yuan Jingfang, Central Conservatory of Music, Beijing, China I. The Establishment and Development

More information

Relatively dense sets, corrected uniformly almost periodic functions on time scales, and generalizations

Relatively dense sets, corrected uniformly almost periodic functions on time scales, and generalizations Wang and Agarwal Advances in Difference Equations (2015) 2015:312 DOI 10.1186/s13662-015-0650-0 R E S E A R C H Open Access Relatively dense sets, corrected uniformly almost periodic functions on time

More information

Study on the Evaluation for the Knowledge Sharing Efficiency of the Knowledge Service Network System in Agile Supply Chain

Study on the Evaluation for the Knowledge Sharing Efficiency of the Knowledge Service Network System in Agile Supply Chain Send Orders for Reprints to reprints@benthamscience.ae 384 The Open Cybernetics & Systemics Journal, 2015, 9, 384-389 Open Access Study on the Evaluation for the Knowledge Sharing Efficiency of the Knowledge

More information

Dynamic pricing model of medical services in public hospitals in China

Dynamic pricing model of medical services in public hospitals in China Dynamic pricing model of medical services in public hospitals in China Yabin Li 1, Xiaohui Xing 2 and Congdong Li 1, * 1 College of Management and Economics, Tianjin University, Tianjin, China 2 Development

More information

JUNJUN LIU MC 131-24 California Institute of Technology 1200 E. California Blvd. Pasadena, CA 91125 ljj@gps.caltech.edu Phone #: 626-395-8674

JUNJUN LIU MC 131-24 California Institute of Technology 1200 E. California Blvd. Pasadena, CA 91125 ljj@gps.caltech.edu Phone #: 626-395-8674 JUNJUN LIU MC 131-24 California Institute of Technology 1200 E. California Blvd. Pasadena, CA 91125 ljj@gps.caltech.edu Phone #: 626-395-8674 Research Interests Comparative planetary climatology, atmospheric

More information

Significant decreasing cloud cover during 1954 2005 due to more clear-sky days and less overcast days in China and its relation to aerosol

Significant decreasing cloud cover during 1954 2005 due to more clear-sky days and less overcast days in China and its relation to aerosol Ann. Geophys., 30, 573 58, 0 www.ann-geophys.net/30/573/0/ doi:0.594/angeo-30-573-0 Author(s) 0. CC Attribution 3.0 License. Annales Geophysicae Significant decreasing cloud cover during 954 005 due to

More information

NOTES AND CORRESPONDENCE. A Cautionary Note on the Use of the Kolmogorov Smirnov Test for Normality

NOTES AND CORRESPONDENCE. A Cautionary Note on the Use of the Kolmogorov Smirnov Test for Normality MARCH 2007 N O T E S A N D C O R R E S P O N D E N C E 1151 NOTES AND CORRESPONDENCE A Cautionary Note on the Use of the Kolmogorov Smirnov Test for Normality DAG J. STEINSKOG Nansen Environmental and

More information

ISBJ Special Issue Conference on Exploring Entrepreneurial Activity and Small Business Issues in the Chinese Economy

ISBJ Special Issue Conference on Exploring Entrepreneurial Activity and Small Business Issues in the Chinese Economy ISBJ Special Issue Conference on Exploring Entrepreneurial Activity and Small Business Issues in the Chinese Economy 25-26 August 2012 China Development and Research Centre, Durham Business School, Durham

More information

4.3. David E. Rudack*, Meteorological Development Laboratory Office of Science and Technology National Weather Service, NOAA 1.

4.3. David E. Rudack*, Meteorological Development Laboratory Office of Science and Technology National Weather Service, NOAA 1. 43 RESULTS OF SENSITIVITY TESTING OF MOS WIND SPEED AND DIRECTION GUIDANCE USING VARIOUS SAMPLE SIZES FROM THE GLOBAL ENSEMBLE FORECAST SYSTEM (GEFS) RE- FORECASTS David E Rudack*, Meteorological Development

More information

2003 B.S., Meteorology (Summa Cum Laude) with minors in Mathematics, Computer Programming, and Music Performance, North Carolina State University.

2003 B.S., Meteorology (Summa Cum Laude) with minors in Mathematics, Computer Programming, and Music Performance, North Carolina State University. CARL J. SCHRECK III, PH.D. Cooperative Institute for Climate and Satellites-North Carolina (CICS-NC) North Carolina State University, and NOAA s National Climatic Data Center (NCDC) 151 Patton Ave, Asheville,

More information

An Improved Authentication Protocol for Session Initiation Protocol Using Smart Card and Elliptic Curve Cryptography

An Improved Authentication Protocol for Session Initiation Protocol Using Smart Card and Elliptic Curve Cryptography ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY Volume 16, Number 4, 2013, 324 335 An Improved Authentication Protocol for Session Initiation Protocol Using Smart Card and Elliptic Curve Cryptography

More information

Heat-sensitive moxibustion for lumbar disc herniation: a meta-analysis of randomized controlled trials

Heat-sensitive moxibustion for lumbar disc herniation: a meta-analysis of randomized controlled trials Online Submissions:http://www.journaltcm.com J Tradit Chin Med 2012 September 15; 32(3): 322-328 info@journaltcm.com ISSN 0255-2922 2012 JTCM. All rights reserved. EVIDENCE-BASED STUDY for lumbar disc

More information

Insurance Markets in China 1

Insurance Markets in China 1 Insurance Markets in China 1 Hanming Fang University of Pennsylvania Even though Chinese merchants have practiced risk transferring and distributing as early as 3000 BC, 2 modern insurance markets in China

More information

How To Model An Ac Cloud

How To Model An Ac Cloud Development of an Elevated Mixed Layer Model for Parameterizing Altocumulus Cloud Layers S. Liu and S. K. Krueger Department of Meteorology University of Utah, Salt Lake City, Utah Introduction Altocumulus

More information

A Study of Low Cost Meteorological Monitoring System Based on Wireless Sensor Networks

A Study of Low Cost Meteorological Monitoring System Based on Wireless Sensor Networks , pp.100-104 http://dx.doi.org/10.14257/astl.2014.45.19 A Study of Low Cost Meteorological Monitoring System Based on Wireless Sensor Networks Li Ma 1,2,3, Jingzhou Yan 1,2,Kuo Liao 3,4, Shuangshuang Yan

More information

Research on China's Steel Demand Using Combined Forecast

Research on China's Steel Demand Using Combined Forecast , pp.189-200 http://dx.doi.org/10.14257/ijunesst.2015.8.1.17 Research on China's Steel Demand Using Combined Forecast Yuyan Weng 1 *, Li Zhou 1, Sheng Zhou 1 and Tianyu Qi 1 1 Institute of Energy, Environment

More information

Construction of Information Disaster Recovery for Hospitals

Construction of Information Disaster Recovery for Hospitals 148 Construction of Information Disaster Recovery for Hospitals Juan Xu School of Information, Yunnan University of Finance and Economics, Yunnan 650221, China E-mail: Xujuan@ynufe.edu.cn Abstract When

More information

Focusing on building the research team

Focusing on building the research team Focusing on building the research team Our model of collaboration between Indiana University and Harbin Engineering University Yunlong Liu, Ph.D. Department of Medical and Molecular Genetics Center for

More information

UPS battery remote monitoring system in cloud computing

UPS battery remote monitoring system in cloud computing , pp.11-15 http://dx.doi.org/10.14257/astl.2014.53.03 UPS battery remote monitoring system in cloud computing Shiwei Li, Haiying Wang, Qi Fan School of Automation, Harbin University of Science and Technology

More information

International Conference on Advances in Energy, Environment and Chemical Engineering (AEECE-2015)

International Conference on Advances in Energy, Environment and Chemical Engineering (AEECE-2015) International Conference on Advances in Energy, Environment and Chemical Engineering (AEECE-2015) An Optimal Reactive Power Planning Software for Urban Network Qiang Sun 1, a, Xue Wang 1,b, Yingting Ni

More information

Modern Agricultural Digital Management Network Information System of Heilongjiang Reclamation Area Farm

Modern Agricultural Digital Management Network Information System of Heilongjiang Reclamation Area Farm Modern Agricultural Digital Management Network Information System of Heilongjiang Reclamation Area Farm Xi Wang, Chun Wang, Wei Dong Zhuang, and Hui Yang Engineering Collage, Heilongjiang August the First

More information

The Commons China Law and Business Mission

The Commons China Law and Business Mission The Commons China Law and Business Mission - in association with the China Law Society - Sunday, 15 November to Saturday, 21 November 2015 Early Bird Fee: $5545 CDN + applicable taxes [till 9 October 2015]

More information

ENTERED INTO A COOPERATION FRAMEWORK AGREEMENT IN RELATION TO JOINT INVESTMENT IN NEW MEDIA PROJECT WITH TIANHE FUND

ENTERED INTO A COOPERATION FRAMEWORK AGREEMENT IN RELATION TO JOINT INVESTMENT IN NEW MEDIA PROJECT WITH TIANHE FUND Hong Kong Exchanges and Clearing Limited and The Stock Exchange of Hong Kong Limited take no responsibility for the contents of this announcement, make no representation as to its accuracy or completeness

More information

WOMEN IN CHINESE LITERATURE: FROM ANCIENT TIMES TO THE PRESENT

WOMEN IN CHINESE LITERATURE: FROM ANCIENT TIMES TO THE PRESENT CHINESE 3000-002 / ASIAN STUDIES 3030-004 / WOMEN S STUDIES 3000-008 Special Topic WOMEN IN CHINESE LITERATURE: FROM ANCIENT TIMES TO THE PRESENT Dr. Yun Zhu (Anderson Hall 351, in 345) yun.zhu@temple.edu

More information

PULLING OUT OPINION TARGETS AND OPINION WORDS FROM REVIEWS BASED ON THE WORD ALIGNMENT MODEL AND USING TOPICAL WORD TRIGGER MODEL

PULLING OUT OPINION TARGETS AND OPINION WORDS FROM REVIEWS BASED ON THE WORD ALIGNMENT MODEL AND USING TOPICAL WORD TRIGGER MODEL Journal homepage: www.mjret.in ISSN:2348-6953 PULLING OUT OPINION TARGETS AND OPINION WORDS FROM REVIEWS BASED ON THE WORD ALIGNMENT MODEL AND USING TOPICAL WORD TRIGGER MODEL Utkarsha Vibhute, Prof. Soumitra

More information

A SEVERE WEATHER CLIMATOLOGY FOR THE WILMINGTON, NC WFO COUNTY WARNING AREA

A SEVERE WEATHER CLIMATOLOGY FOR THE WILMINGTON, NC WFO COUNTY WARNING AREA A SEVERE WEATHER CLIMATOLOGY FOR THE WILMINGTON, NC WFO COUNTY WARNING AREA Carl R. Morgan National Weather Service Wilmington, NC 1. INTRODUCTION The National Weather Service (NWS) Warning Forecast Office

More information

CONTINUING CONNECTED TRANSACTIONS ENTERING INTO MUTUAL COAL SUPPLY AGREEMENT

CONTINUING CONNECTED TRANSACTIONS ENTERING INTO MUTUAL COAL SUPPLY AGREEMENT Hong Kong Exchanges and Clearing Limited and The Stock Exchange of Hong Kong Limited take no responsibility for the contents of this announcement, make no representation as to its accuracy or completeness

More information

CHINA TRENDS HOLDINGS LIMITED ENTERED INTO A COOPERATIVE AGREEMENT ON "TV E-COMMERCE PLATFORM" RELATING TO TSINGHUA TONGFANG

CHINA TRENDS HOLDINGS LIMITED ENTERED INTO A COOPERATIVE AGREEMENT ON TV E-COMMERCE PLATFORM RELATING TO TSINGHUA TONGFANG Hong Kong Exchanges and Clearing Limited and The Stock Exchange of Hong Kong Limited take no responsibility for the contents of this announcement, make no representation as to its accuracy or completeness

More information

Surface Rainfall Cold Cloud Fractional Coverage Relationship in TOGA COARE: A Function of Vertical Wind Shear

Surface Rainfall Cold Cloud Fractional Coverage Relationship in TOGA COARE: A Function of Vertical Wind Shear 407 Surface Rainfall Cold Cloud Fractional Coverage Relationship in TOGA COARE: A Function of Vertical Wind Shear THOMAS R. SAXEN* AND STEVEN A. RUTLEDGE Department of Atmospheric Science, Colorado State

More information

Monitoring and Warning System for Information Technology (IT) Outsource Risk in Commercial Banks Based on Nested Theory of Excel Logical Function

Monitoring and Warning System for Information Technology (IT) Outsource Risk in Commercial Banks Based on Nested Theory of Excel Logical Function Advance Journal of Food Science and Technology 9(4): 302-307, 2015 ISSN: 2042-4868; e-issn: 2042-4876 Maxwell Scientific Organization, 2015 Submitted: March 3, 2015 Accepted: March 14, 2015 Published:

More information

CAO Jiming Professor

CAO Jiming Professor CAO Jiming Professor PhD Advisor Position: ViceDirector,LargeComplex Project Management Institute Department: Department of Construction Management and Real Estate Email: caojm@tongji.edu.cn Office Phone:

More information

Research on Application of Web Log Analysis Method in Agriculture Website Improvement

Research on Application of Web Log Analysis Method in Agriculture Website Improvement Research on Application of Web Log Analysis Method in Agriculture Website Improvement Jian Wang 1 ( 1 Agricultural information institute of CAAS, Beijing 100081, China) wangjian@caas.net.cn Abstract :

More information

On Bill of Knowledge Resources during ERP Implementation

On Bill of Knowledge Resources during ERP Implementation On Bill of Knowledge Resources during ERP Implementation Jiagui Zhong, Hui Li, Yanhui Chen and Yang Wu School of Information, Renmin University of China, Beijing 100872, P.R. China zhongjg@ruc.edu.cn lihui504819@sina.com

More information

Multi-decadal modulations in the Aleutian-Icelandic Low seesaw and the axial symmetry of the Arctic Oscillation

Multi-decadal modulations in the Aleutian-Icelandic Low seesaw and the axial symmetry of the Arctic Oscillation 1 2 3 4 5 6 Multi-decadal modulations in the Aleutian-Icelandic Low seesaw and the axial symmetry of the Arctic Oscillation signature, as revealed in the 20th century reanalysis 7 8 9 10 Ning Shi 1* and

More information

Armenian State Hydrometeorological and Monitoring Service

Armenian State Hydrometeorological and Monitoring Service Armenian State Hydrometeorological and Monitoring Service Offenbach 1 Armenia: IN BRIEF Armenia is located in Southern Caucasus region, bordering with Iran, Azerbaijan, Georgia and Turkey. The total territory

More information

Strategies for Optimizing Public Train Transport Networks in China: Under a Viewpoint of Complex Networks

Strategies for Optimizing Public Train Transport Networks in China: Under a Viewpoint of Complex Networks Strategies for Optimizing Public Train Transport Networks in China: Under a Viewpoint of Complex Networks Zhichong ZHAO, Jie LIU Research Centre of Nonlinear Science, College of Science, Wuhan University

More information

Western North Pacific Tropical Cyclone Formation and Structure Change in TCS08

Western North Pacific Tropical Cyclone Formation and Structure Change in TCS08 DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Western North Pacific Tropical Cyclone Formation and Structure Change in TCS08 Patrick A. Harr Department of Meteorology,

More information

Financial logistics risk assessment and management based on the warehouse receipt pledge

Financial logistics risk assessment and management based on the warehouse receipt pledge Available online at www.pelagiaresearchlibrary.com Advances in Applied Science Research, 5, 6(7):7-75 ISSN: 976-86 CODEN (USA): AASRFC Financial logistics risk assessment and management based on the warehouse

More information

The Study of the Impact of E-commerce Participator on Online Reputation

The Study of the Impact of E-commerce Participator on Online Reputation Send Orders for Reprints to reprints@benthamscience.ae 340 The Open Cybernetics & Systemics Journal, 2014, 8, 340-348 Open Access The Study of the Impact of E-commerce Participator on Online Reputation

More information

The monitoring of the network traffic based on queuing theory

The monitoring of the network traffic based on queuing theory The 7th International Symposium on Operations Research and Its Applications (ISORA 08) Lijiang, China, October 31 Novemver 3, 2008 Copyright 2008 ORSC & APORC, pp. 60 65 The monitoring of the network traffic

More information

DR. KUO-CHIANG WEI ACADEMIC AND PROFESSIONAL EXPERIENCE. PUBLICATIONS ( Articles )

DR. KUO-CHIANG WEI ACADEMIC AND PROFESSIONAL EXPERIENCE. PUBLICATIONS ( Articles ) DR. KUO-CHIANG WEI Chair Professor//Director of MSc(FA)/(IM) Programs Director of Hainan Center, 2007-present Associate Director of Value Partners Center for Investing Email: johnwei@ust.hk Personal homepage:

More information

Tax Analysis. China relaxes foreign exchange procedures on outbound payments. for trade in services. PRC Tax. Tax Issue P184/2013 26 July 2013

Tax Analysis. China relaxes foreign exchange procedures on outbound payments. for trade in services. PRC Tax. Tax Issue P184/2013 26 July 2013 Tax Issue P184/2013 26 July 2013 Tax Analysis Authors: Hong Ye Tel: +86 21 6141 1171 Email: hoyeqinli@qinlilawfirm.com 1 PRC Tax China relaxes foreign exchange procedures on outbound payments for trade

More information

Empirical Research on the Influence Factors of E-commerce Development in China

Empirical Research on the Influence Factors of E-commerce Development in China Send Orders for Reprints to reprints@benthamscience.ae 76 The Open Cybernetics & Systemics Journal, 2015, 9, 76-82 Open Access Empirical Research on the Influence Factors of E-commerce Development in China

More information

Studies of Chinese Intellectual Property:Academic Basis and Development Idea

Studies of Chinese Intellectual Property:Academic Basis and Development Idea Journal of Intellectual Property Rights Vol 20, March 2015, pp 96-103 Studies of Chinese Intellectual Property:Academic Basis and Development Idea WANG Xu-kun 1,2, Zhao Qu 1, DING Kun 1,2 and Zhang Shanshan

More information

Received 8 January 2015; accepted 25 February 2015; published 28 February 2015

Received 8 January 2015; accepted 25 February 2015; published 28 February 2015 American Journal of Industrial and Business Management, 2015, 5, 66-72 Published Online February 2015 in SciRes. http://www.scirp.org/journal/ajibm http://dx.doi.org/10.4236/ajibm.2015.52008 Study on the

More information

The Game Between Accounting Oversight Entity and Enterprise Accounting Entity

The Game Between Accounting Oversight Entity and Enterprise Accounting Entity Journal of inance and Accounting 5; 3(4): 97- ublished online July 3 5 (http://wwwsciencepublishinggroupcom/j/jfa) doi: 648/jjfa5345 ISSN: 33-733 (rint); ISSN: 33-733 (Online) The Game Between Accounting

More information

Validation of ECMWF and NCEP NCAR Reanalysis Data in Antarctica

Validation of ECMWF and NCEP NCAR Reanalysis Data in Antarctica ADVANCES IN ATMOSPHERIC SCIENCES, VOL. 27, NO. 5, 2010, 1151 1168 Validation of ECMWF and NCEP NCAR Reanalysis Data in Antarctica YU Lejiang 1 (ÙÏ), ZHANG Zhanhai 1 ( ), ZHOU Mingyu 1 ( ), Shiyuan ZHONG

More information

Research on Information Sharing Pattern of Agricultural Products Supply Chain Based on E-commerce Technology

Research on Information Sharing Pattern of Agricultural Products Supply Chain Based on E-commerce Technology Research on Sharing Pattern of Agricultural Products Supply Chain Based on E-commerce Technology Zhigang Li 1, 2, *, Yang Gao 3, Yuan Li 3, Jinyu Han 3 1 College of Science & Technology, Shihezi University,

More information