Spatio-temporal variability and water quality assessment of the Mudan River Watershed, Northern China: principal component analysis and water quality index

被引:3
作者
Liang Liu [1 ]
Cao, Ting-ting [1 ,2 ]
Wang, Xiao-dong [3 ]
Zhou Dandan [2 ]
Cui, Chong-wei [1 ]
机构
[1] Harbin Inst Technol, Sch Environm, State Key Lab Urban Water Resources Ctr, Harbin 150090, Peoples R China
[2] Northeast Normal Univ, Changchun 130117, Peoples R China
[3] Jilin Jianzhu Univ, Municipal Environm Engn Inst, 5088 XinCheng St, Changchun, Jilin, Peoples R China
关键词
Mudan River Watershed; Water quality; Spatio-temporal variations; Water quality index (WQI); Principal component analysis (PCA); MULTIVARIATE STATISTICAL TECHNIQUES; TEMPORAL VARIATIONS; SONGHUA RIVER; GHAGHARA; REGION; GANGA; LAKE; WQI;
D O I
10.5004/dwt.2021.27758
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The Mudan River Watershed, located in the northernmost region of China, is an important component of the Songhuajiang River System. The water quality of this watershed is of great importance because it is widely used for aquaculture production, hydraulic electro-generating, recreation, fishing, and irrigation. In this study, the water quality index (WQI) and principal component analysis (PCA) were employed to evaluate the Spatio-temporal variations in the surface water quality of the watershed. Ten monitoring sections were selected and monitored monthly for this study. Results indicated that the Chaihe bridge section exhibited the worst water quality with a WQI score of 32.81 due to large quantities of sewage discharge. Moreover, the water quality of the Mudan River Watershed showed seasonal variations. The WQI scores in the rainy season, non rainy season, and icebound season were 69.38, 70.99, and 41.96, which was due to the surface water runoff in the rainy season as well as the low temperature and bacterial activity in the icebound season. Furthermore, the PCA technique revealed that permanganate index and ammonia nitrogen were the primary contaminants of this watershed regardless of the season. Therefore, it is urgent to restore the water quality of the Mudan River Watershed by adopting powerful management measures and improvement methods.
引用
收藏
页码:38 / 48
页数:11
相关论文
共 40 条
  • [1] Pollution evaluation in streams using water quality indices: A case study from Turkey's Sapanca Lake Basin
    Akkoyunlu, Atilla
    Akiner, Muhamrned E.
    [J]. ECOLOGICAL INDICATORS, 2012, 18 : 501 - 511
  • [2] Economic and efficiency based optimisation of water quality monitoring network for land use impact assessment
    Camara, Moriken
    Jamil, Nor Rohaizah
    Bin Abdullah, Ahmad Fikri
    Hashim, Rohasliney Binti
    Aliyu, Adamu Gaddafi
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 737
  • [3] Intrinsic Vulnerability Evaluation of Groundwater Nitrate Pollution Along a Course of the Subarnarekha River in Jharkhand, India
    Gautam, Sandeep Kumar
    Singh, Sudhir Kumar
    Rawat, Kishan Singh
    [J]. WATER CONSERVATION SCIENCE AND ENGINEERING, 2021, 6 (02) : 55 - 66
  • [4] Environmental monitoring of water resources with the use of PoS index: a case study from Subarnarekha River basin, India
    Gautam, Sandeep Kumar
    Evangelos, Tziritis
    Singh, Sudhir Kumar
    Tripathi, Jayant Kumar
    Singh, Abhay Kumar
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2018, 77 (03)
  • [5] Gautam SK, 2020, AGR WATER MANAGE, P67, DOI [10.1016/B978-0-12-812362-1.00005-9, DOI 10.1016/B978-0-12-812362-1.00005-9]
  • [6] Comparative evaluation of river chemical status based on WFD methodology and CCME water quality index
    Gikas, G. D.
    Sylaios, G. K.
    Tsihrintzis, V. A.
    Konstantinou, I. K.
    Albanis, T.
    Boskidis, I
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 745
  • [7] Assessing water quality of five typical reservoirs in lower reaches of Yellow River, China: Using a water quality index method
    Hou, Wei
    Sun, Shaohua
    Wang, Mingquan
    Li, Xiang
    Zhang, Nuo
    Xin, Xiaodong
    Sun, Li
    Li, Wei
    Jia, Ruibao
    [J]. ECOLOGICAL INDICATORS, 2016, 61 : 309 - 316
  • [8] Adaptation and evaluation of the Canadian Council of Ministers of the Environment Water Quality Index (CCME WQI) for use as an effective tool to characterize drinking source water quality
    Hurley, Tim
    Sadiq, Rehan
    Mazumder, Asit
    [J]. WATER RESEARCH, 2012, 46 (11) : 3544 - 3552
  • [9] A comprehensive review of water quality monitoring and assessment in Nigeria
    Ighalo, Joshua O.
    Adeniyi, Adewale George
    [J]. CHEMOSPHERE, 2020, 260
  • [10] How we assess water safety: A critical review of sanitary inspection and water quality analysis
    Kelly, Emma R.
    Cronk, Ryan
    Kumpel, Emily
    Howard, Guy
    Bartram, Jamie
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 718