Volume 12 Issue 2
Mar.  2022
Turn off MathJax
Article Contents
TANG Q,LIU B,WANG P,et al.Application of improved WQI model in water quality assessment of typical watershed in the hilly area of central Sichuan Province: a case study in the upper reaches of Qiongjiang River Basin[J].Journal of Environmental Engineering Technology,2022,12(2):615-623 doi: 10.12153/j.issn.1674-991X.20210140
Citation: TANG Q,LIU B,WANG P,et al.Application of improved WQI model in water quality assessment of typical watershed in the hilly area of central Sichuan Province: a case study in the upper reaches of Qiongjiang River Basin[J].Journal of Environmental Engineering Technology,2022,12(2):615-623 doi: 10.12153/j.issn.1674-991X.20210140

Application of improved WQI model in water quality assessment of typical watershed in the hilly area of central Sichuan Province: a case study in the upper reaches of Qiongjiang River Basin

doi: 10.12153/j.issn.1674-991X.20210140
  • Received Date: 2021-04-20
    Available Online: 2022-04-02
  • Water quality index (WQI) overcomes the shortcomings of traditional water quality evaluation methods that cannot satisfy both qualitative and quantitative evaluation. However, WQI requires so many evaluation indexes that it cannot be widely used. Taking the upper reaches of Qiongjiang River Basin as the representative of the typical basin in the hilly area of central Sichuan Province, the monitoring data of water quality from 2018 to 2019 were analyzed through the multiple linear stepwise regression method. One improved model, the minimum water quality index (WQImin) model, was established by choosing NH3-N, CODCr, BOD5 and DO from 25 water quality indexes. WQImin model had better predictive performance, and its evaluation results were significantly correlated with WQI (R2=0.81, PE=11.9%). According to the results of WQImin model, the average WQImin value in the upper reaches of Qiongjiang River Basin were 63.1±17.2, and the water quality grade was "good". On the whole, the WQImin value of the mainstream increased along the flow direction. When it flowed through Anju District, WQImin decreased significantly, but it could return to its pre-affected level before entering the city quickly. The WQImin values from high to low were as follows: Qiongjiang River mainstream > Huilong River > Yufeng River > Panlong River > Shidong river, and the water quality in tributaries was worse than that of main streams. Therefore, the priority of water pollution control in this area should be gradually put on the tributaries.

     

  • loading
  • [1]
    国家环境保护总局. 地表水环境质量标准: GB 3838—2002[S]. 北京: 中国环境科学出版社, 2002.
    [2]
    PESCE S F, WUNDERLIN D A. Use of water quality indices to verify the impact of Córdoba City (Argentina) on Suquı́a River[J]. Water Research,2000,34(11):2915-2926. doi: 10.1016/S0043-1354(00)00036-1
    [3]
    WU Z S, WANG X L, CHEN Y W, et al. Assessing river water quality using water quality index in Lake Taihu Basin, China[J]. Science of the Total Environment,2018,612:914-922. doi: 10.1016/j.scitotenv.2017.08.293
    [4]
    SUN W, XIA C Y, XU M Y, et al. Application of modified water quality indices as indicators to assess the spatial and temporal trends of water quality in the Dongjiang River[J]. Ecological Indicators,2016,66:306-312. doi: 10.1016/j.ecolind.2016.01.054
    [5]
    HOU W, SUN S H, WANG M Q, et al. Assessing water quality of five typical reservoirs in lower reaches of Yellow River, China: using a water quality index method[J]. Ecological Indicators,2016,61:309-316. doi: 10.1016/j.ecolind.2015.09.030
    [6]
    HOSEINZADEH E, KHORSANDI H, WEI C A, et al. Evaluation of aydughmush river water quality using the national sanitation foundation water quality index (NSFWQI), river pollution index (RPI), and forestry water quality index (FWQI)[J]. Desalination and Water Treatment,2015,54(11):2994-3002. doi: 10.1080/19443994.2014.913206
    [7]
    AKKOYUNLU A, AKINER M E. Pollution evaluation in streams using water quality indices: a case study from Turkey's Sapanca Lake Basin[J]. Ecological Indicators,2012,18:501-511. doi: 10.1016/j.ecolind.2011.12.018
    [8]
    KANNEL P R, LEE S, LEE Y S, et al. Application of water quality indices and dissolved oxygen as indicators for river water classification and urban impact assessment[J]. Environmental Monitoring and Assessment,2007,132(1/2/3):93-110.
    [9]
    WU Z S, LAI X J, LI K Y. Water quality assessment of rivers in Lake Chaohu Basin (China) using water quality index[J]. Ecological Indicators,2021,121:107021. doi: 10.1016/j.ecolind.2020.107021
    [10]
    NONG X Z, SHAO D G, ZHONG H, et al. Evaluation of water quality in the South-to-North Water Diversion Project of China using the water quality index (WQI) method[J]. Water Research,2020,178:115781. doi: 10.1016/j.watres.2020.115781
    [11]
    ZHAO P, TANG X Y, TANG J L, et al. Assessing water quality of Three Gorges Reservoir, China, over a five-year period from 2006 to 2011[J]. Water Resources Management,2013,27(13):4545-4558. doi: 10.1007/s11269-013-0425-x
    [12]
    AVIGLIANO E, SCHENONE N. Water quality in Atlantic rainforest mountain rivers (South America): quality indices assessment, nutrients distribution, and consumption effect[J]. Environmental Science and Pollution Research,2016,23(15):15063-15075. doi: 10.1007/s11356-016-6646-9
    [13]
    刘臣炜, 陈梅, 苏良湖. 琼江上游流域水质改善方案研究[C]//2018中国环境科学学会科学技术年会论文集(第二卷). 北京: 中国环境科学学会, 2018: 635-640.
    [14]
    纪丁愈. 川中丘陵区饮用水源地农村面源污染特征分析[D]. 成都: 西南交通大学, 2011.
    [15]
    四川省生态环境厅. 2018年四川省生态环境状况公报[A/OL]. (2019-06-05)[2021-04-14]. http://sthjt.sc.gov.cn/.
    [16]
    四川省生态环境厅. 2017年四川省生态环境状况公报[A/OL]. (2018-06-04)[2021-04-14]. http://sthjt.sc.gov.cn/.
    [17]
    尹真真, 赵丽, 彭昱, 等.三峡库区重庆段总磷污染来源解析及控制对策[J]. 环境工程技术学报,2018,8(1):51-57.

    YIN Z Z, ZHAO L, PENG Y, et al. Pollution source apportionment and control countermeasure of total phosphorus in Chongqing segment of the Three Gorges Reservoir Area[J]. Journal of Environmental Engineering Technology,2018,8(1):51-57.
    [18]
    许肖云, 张凯, 杨永安, 等.浅析涪江流域遂宁段氨氮和总氮的相关性[J]. 四川环境,2017,36(1):64-67. doi: 10.3969/j.issn.1001-3644.2017.01.012

    XU X Y, ZHANG K, YANG Y A, et al. Correlation analysis on ammonia nitrogen and total nitrogen in Suining section of Fujiang River[J]. Sichuan Environment,2017,36(1):64-67. doi: 10.3969/j.issn.1001-3644.2017.01.012
    [19]
    杨耿, 秦延文, 马迎群, 等.沱江流域磷石膏的磷形态组成及潜在释放特征[J]. 环境工程技术学报,2018,8(6):610-616. doi: 10.3969/j.issn.1674-991X.2018.06.081

    YANG G, QIN Y W, MA Y Q, et al. Phosphorus forms and potential release characteristics of phosphogypsum in Tuojiang River Basin[J]. Journal of Environmental Engineering Technology,2018,8(6):610-616. doi: 10.3969/j.issn.1674-991X.2018.06.081
    [20]
    刘凌雪, 敖天其, 胡正, 等.琼江流域(安居段)水质及面源污染综合评价[J]. 水土保持研究,2019,26(6):372-376.

    LIU L X, AO T Q, HU Z, et al. Comprehensive evaluation of water quality and non-point source pollution in Anju section of Qiongjiang River Basin[J]. Research of Soil and Water Conservation,2019,26(6):372-376.
    [21]
    王朕, 梁川, 赵鹏, 等.川中丘陵区地表干湿长程相关性及影响因素研究[J]. 四川大学学报(工程科学版),2016,48(增刊1):61-68.

    WANG Z, LIANG C, ZHAO P, et al. Long-range correlation of surface dry/wet condition and its influential factors in hilly area of central Sichuan[J]. Journal of Sichuan University (Engineering Science Edition),2016,48(Suppl 1):61-68.
    [22]
    陈剑科. 川中丘陵区土系划分研究[D]. 雅安: 四川农业大学, 2019.
    [23]
    国家统计局农村社会经济调查司. 中国县域统计年鉴[M]. 北京: 中国统计出版社, 2019.
    [24]
    Jr CANFIELD D E, BACHMANN R W. Prediction of total phosphorus concentrations, chlorophyll a, and secchi depths in natural and artificial lakes[J]. Canadian Journal of Fisheries and Aquatic Sciences,1981,38(4):414-423. doi: 10.1139/f81-058
    [25]
    SIMÕES F D S, MOREIRA A B, BISINOTI M C, et al. Water quality index as a simple indicator of aquaculture effects on aquatic bodies[J]. Ecological Indicators,2008,8(5):476-484. doi: 10.1016/j.ecolind.2007.05.002
    [26]
    CHAUDHARY M, MISHRA S, KUMAR A. Estimation of water pollution and probability of health risk due to imbalanced nutrients in River Ganga, India[J]. International Journal of River Basin Management,2017,15(1):53-60. doi: 10.1080/15715124.2016.1205078
    [27]
    NOBLE R T, MOORE D F, LEECASTER M K, et al. Comparison of total coliform, fecal coliform, and Enterococcus bacterial indicator response for ocean recreational water quality testing[J]. Water Research,2003,37(7):1637-1643. doi: 10.1016/S0043-1354(02)00496-7
    [28]
    徐祖信.我国河流综合水质标识指数评价方法研究[J]. 同济大学学报(自然科学版),2005,33(4):482-488. doi: 10.3321/j.issn:0253-374X.2005.04.012

    XU Z X. Comprehensive water quality identification index for environmentalquality assessment of surface water[J]. Journal of Tongji University,2005,33(4):482-488. doi: 10.3321/j.issn:0253-374X.2005.04.012
    [29]
    刘琰, 郑丙辉, 付青, 等.水污染指数法在河流水质评价中的应用研究[J]. 中国环境监测,2013,29(3):49-55. doi: 10.3969/j.issn.1002-6002.2013.03.010

    LIU Y, ZHENG B H, FU Q, et al. Application of water pollution index in water quality assessment of rivers[J]. Environmental Monitoring in China,2013,29(3):49-55. ◇ doi: 10.3969/j.issn.1002-6002.2013.03.010
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(3)  / Tables(6)

    Article Metrics

    Article Views(296) PDF Downloads(58) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return