Classification of Southern Basin shore water by multivariate statistical techniques of Lake Biwa, Japan

被引:4
|
作者
Shrivastava A. [1 ,2 ]
Shirakawa K. [1 ]
Takahashi H. [1 ]
Sugiyama M. [1 ]
Hori T. [1 ]
机构
[1] Graduate School of Human and Environmental Studies, Kyoto University, Kyoto
[2] National Environmental Engineering Research Institute (CSIR), Mumbai
关键词
Clustering; Lake Biwa; Principal component analysis; River; Shore; Southern Basin;
D O I
10.1007/s40899-017-0172-x
中图分类号
学科分类号
摘要
Lake Biwa provides drinking water for about 15 million people in the Kansai region, Japan. Its Southern Basin shores have not been fully investigated. Thus, the aim of our study was to classify the Southern Basin shore, offshore and inflow river waters of lake using major ions. During the period from June 2006 to July 2008, from 18 sites of the Southern Basin shore and inflow water rivers positions 216 water samples were collected. Major ions (Na+, K+, Ca2+, Mg2+, Cl−, SO42−, HCO3− and NO3−) were determined. Thereafter, to classify the Southern Basin shores, different analysis techniques like hexadiagrams, correlation, principal components analysis (PCA) and hierarchical cluster analysis (HCA) were implemented. Further generated data have been plotted using the Gibbs, hexadiagrams and multivariate statistical techniques. These methods provided exhaustive information of the Southern Basin shore and inflow river water quality. Three water types were identified: (1) (Na+ + K+)–HCO3−, (2) Ca2+–HCO3−, and (3) (Na+ + K+)–Ca2+–HCO3−. The hexadiagrams were resulted the dominance of (Na+ + K+)–Ca2+–HCO3− type. The spatial–temporal patterns of major ions and its controlling factors for the selected shores and inflowing rivers were also discussed. The periodic data analysis was indicated that some inflow rivers including Okami and Kusatsu Rivers contained relatively high concentration of ions in comparison to Mano and Fujinoki Rivers. Sampling stations 15 and 60 showed significantly high concentration of ions compared to other sampling stations. The results of physico-chemical parameters and multivariate method indicate enhanced information of the Southern Basin shore and inflow river water quality. © 2017, Springer International Publishing AG.
引用
收藏
页码:789 / 807
页数:18
相关论文
共 50 条
  • [21] An assessment of water quality in the Coruh Basin (Turkey) using multivariate statistical techniques
    Ayla Bilgin
    Environmental Monitoring and Assessment, 2015, 187
  • [22] CLASSIFICATION OF ACANTHOCYCLUS USING STATISTICAL MULTIVARIATE TECHNIQUES
    JARA, C
    VEGA, R
    ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES, 1982, 15 (02): : R133 - R133
  • [23] Application of multivariate statistical techniques in the assessment of surface water quality in Uluabat Lake, Turkey
    Cansu Filik Iscen
    Özgür Emiroglu
    Semra Ilhan
    Naime Arslan
    Veysel Yilmaz
    Seyhan Ahiska
    Environmental Monitoring and Assessment, 2008, 144 : 269 - 276
  • [24] Assessment of water quality of polluted lake using multivariate statistical techniques: A case study
    Kazi, T. G.
    Arain, M. B.
    Jamali, M. K.
    Jalbani, N.
    Afridi, H. I.
    Sarfraz, R. A.
    Baig, J. A.
    Shah, Abdul Q.
    ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2009, 72 (02) : 301 - 309
  • [25] Application of multivariate statistical techniques in the assessment of surface water quality in Uluabat Lake, Turkey
    Iscen, Cansu Filik
    Emiroglu, Oezguer
    Ilhan, Semra
    Arslan, Naime
    Yilmaz, Veysel
    Ahiska, Seyhan
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2008, 144 (1-3) : 269 - 276
  • [26] Integrating water quality indices and multivariate statistical techniques for water pollution assessment of the Volta Lake, Ghana
    Tay, Collins K.
    SUSTAINABLE WATER RESOURCES MANAGEMENT, 2021, 7 (05)
  • [27] Integrating water quality indices and multivariate statistical techniques for water pollution assessment of the Volta Lake, Ghana
    Collins K. Tay
    Sustainable Water Resources Management, 2021, 7
  • [28] Seasonal characteristics of surface water fulvic acids from Lake Biwa and Lake Tankai in Japan
    Nobuhide Fujitake
    Kumiko Tsuda
    Suzuka Aso
    Hiroki Kodama
    Masahiro Maruo
    Koyo Yonebayashi
    Limnology, 2012, 13 : 45 - 53
  • [29] Seasonal characteristics of surface water fulvic acids from Lake Biwa and Lake Tankai in Japan
    Fujitake, Nobuhide
    Tsuda, Kumiko
    Aso, Suzuka
    Kodama, Hiroki
    Maruo, Masahiro
    Yonebayashi, Koyo
    LIMNOLOGY, 2012, 13 (01) : 45 - 53
  • [30] Assessment of Lake Water Quality Using Multivariate Statistical Analysis and GIS Techniques: a Case Study of Huangjia Lake
    Wang, Songlin
    Liu, Zhe
    Shi, Junnan
    2015 4TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2015), 2015, : 3911 - 3915