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基于EFDC模型的洱海水温模拟

张锦鹏 吴越 田泽斌 储昭升 袁静 侯泽英

张锦鹏, 吴越, 田泽斌, 储昭升, 袁静, 侯泽英. 基于EFDC模型的洱海水温模拟[J]. 环境工程技术学报, 2020, 10(3): 368-376. doi: 10.12153/j.issn.1674-991X.20190197
引用本文: 张锦鹏, 吴越, 田泽斌, 储昭升, 袁静, 侯泽英. 基于EFDC模型的洱海水温模拟[J]. 环境工程技术学报, 2020, 10(3): 368-376. doi: 10.12153/j.issn.1674-991X.20190197
ZHANG Jinpeng, WU Yue, TIAN Zebin, CHU Zhaosheng, YUAN Jing, HOU Zeying. Water temperature simulation of Lake Erhai based on EFDC model[J]. Journal of Environmental Engineering Technology, 2020, 10(3): 368-376. doi: 10.12153/j.issn.1674-991X.20190197
Citation: ZHANG Jinpeng, WU Yue, TIAN Zebin, CHU Zhaosheng, YUAN Jing, HOU Zeying. Water temperature simulation of Lake Erhai based on EFDC model[J]. Journal of Environmental Engineering Technology, 2020, 10(3): 368-376. doi: 10.12153/j.issn.1674-991X.20190197

基于EFDC模型的洱海水温模拟

doi: 10.12153/j.issn.1674-991X.20190197
详细信息
    作者简介:

    张锦鹏(1994—),男,硕士研究生,研究方向为水环境模拟分析,jpzhangcraes@163.com

    通讯作者:

    储昭升 E-mail: chuzs@craes.org.cn

  • 中图分类号: X524

Water temperature simulation of Lake Erhai based on EFDC model

More Information
    Corresponding author: CHU Zhaosheng E-mail: chuzs@craes.org.cn
  • 摘要: 洱海是处于富营养化初期的高原中深水湖泊,夏秋季节没有明显的温跃层,具有独特的水温垂向分布特点。为掌握洱海水位、水温等要素的变化规律,分析其可能造成的影响,采用环境流体动力学(EFDC) 模型建立了洱海三维水动力模型,并用拉丁超立方采样(LHS)和标准秩回归(SRR)方法对影响水温的重要参数进行了敏感性分析。结果表明:湖体水温对太阳短波辐射中的快速波占比(FSWRATF)和快速衰减系数(SWRATNF)2个参数的变化较为敏感,而对太阳短波辐射慢速衰减系数(SWRATNS)的敏感性较弱;洱海水温的空间分布主要呈南北方向变化,且随季节变化明显,春夏季水温自北向南递减,秋冬季水温南北低、中间高,这可能与洱海湖盆地形及出入流河口位置有关。洱海水温模拟结果较好地拟合了水温的弱分层现象,对解释洱海营养盐的垂向分布特征、藻华发生条件等具有重要意义。

     

  • [1] 张玉超, 钱新, 石川忠晴 , 等. 浅水型湖泊水温日成层现象的初步探讨:以太湖为例[J]. 四川环境, 2008,27(3):45-48.
    doi: 10.1007/s10856-015-5651-8 pmid: 26758892

    ZHANG Y C, QIAN X, TADAHARU I , et al. Study on diurnal str.pngication in a typical shallow lake:Taihu Lake[J]. Sichuan Environment, 2008,27(3):45-48. doi: 10.1007/s10856-015-5651-8 pmid: 26758892
    [2] 徐火生, 欧阳幸福 . 鄱阳湖的水温[J]. 海洋与湖沼, 1989,20(4):343-353.

    XU H S, OUYANG X F . Water temperature in Poyang Lake[J]. Oceanologia Et Limnologia Sinica, 1989,20(4):343-353.
    [3] 蔡琳琳, 朱广伟, 朱梦圆 , 等. 太湖梅梁湾湖岸带浮游植物群落演替及其与水华形成的关系[J]. 生态科学, 2012,31(4):345-351.

    CAI L L, ZHU G W, ZHU M Y , et al. Succession of phytoplankton structure and its relationship with algae bloom in littoral zone of Meiliang Bay,Taihu Lake[J]. Ecological Science, 2012,31(4):345-351.
    [4] HU M M, LI Y H, WANG Y C , et al. Phytoplankton and bacterioplankton abundances and community dynamics in Lake Erhai[J]. Water Science and Technology, 2013,68(2):348-356.
    doi: 10.2166/wst.2013.215 pmid: 23863427
    [5] JI Z G . Hydrodynamics and water quality: modeling rivers,lakes and estuaries[M]. Hoboken: John Wiley & Sons, 2017.
    [6] 赵林林, 朱广伟, 陈元芳 , 等. 太湖水体水温垂向分层特征及其影响因素[J]. 水科学进展, 2011,22(6):844-850.

    ZHAO L L, ZHU G W, CHEN Y F , et al. Thermal str.pngication and its influence factors in a large-sized and shallow Lake Taihu[J]. Advances in Water Science, 2011,22(6):844-850.
    [7] 张亚 . 浅水型富营养化水库三维水动力及水质数值模拟研究与应用[D]. 天津:天津大学, 2014.
    [8] 陈永灿, 张宝旭, 李玉梁 . 密云水库垂向水温模型研究[J]. 水利学报, 1998(9):15-21.

    CHEN Y C, ZHANG B S, LI Y L . Study on model for vertical distribution of water temperature in Miyun Reservoir[J]. Journal of Hydraulic Engineering, 1998(9):15-21.
    [9] 张月霞, 谢骏 . IWIND-LR模型在抚仙湖水位模拟中的应用[J]. 环境科学导刊, 2018,37(3):46-51.

    ZHANG Y X, XIE J . Application of IWIND-LR model in water level simulation of Fuxian Lake[J]. Environmental Science Survey, 2018,37(3):46-51.
    [10] 程伟平, 张洪 . 基于EFDC模型的滇池外海流场及温度变化研究[J]. 科技通报, 2018,34(6):54-58.

    CHENG W P, ZHANG H . Research of flow field and temperature change of Dianchi Lake based on EFDC[J]. Bulletin of Science and Technology, 2018,34(6):54-58.
    [11] 甘衍军, 李兰, 武见 , 等. 基于EFDC的二滩水库水温模拟及水温分层影响研究[J]. 长江流域资源与环境, 2013,22(4):476-485.

    GAN Y J, LI L, WU J , et al. Water temperature modeling and influences of water temperature str.pngication of Ertan Reservoir based on EFDC[J]. Resources and Environment in the Yangtze Basin, 2013,22(4):476-485.
    [12] 段扬, 秦韬, 王京晶 , 等. 丹江口水库三维水动力模拟研究[J]. 人民黄河, 2018,40(3):119-122.

    DUAN Y, QIN T, WANG J J , et al. Research on three-dimensional hydrodynamic simulation of Danjiangkou Reservoir[J]. Yellow River, 2018,40(3):119-122.
    [13] 赵一慧, 逄勇 . 基于EFDC模型的小浪底水库水温研究[J]. 四川环境, 2017,36(4):24-31.

    ZHAO Y H, PANG Y . Study on water temperature of Xiaolangdi Reservoir based on EFDC model[J]. Sichuan Environment, 2017,36(4):24-31.
    [14] YANG Z Q, KHANGAONKAR T, de GASPERI C et al. Three dimensional modeling of temperature str.pngication and density driven circulation in Lake Billy Chinook, Oregon[C]// Estuarine and coastal modeling, proceeding of the 6th international conference. New York: American Society of Civil Engineers , 1990: 411-525.
    [15] 杨桂山, 马荣华, 张路 , 等. 中国湖泊现状及面临的重大问题与保护策略[J]. 湖泊科学, 2010,22(6):799-810.
    doi: 10.1254/jjp.22.799 pmid: 4541485

    YANG G S, MA R H, ZHANG L , et al. Lake status,major problems and protection strategy in China[J]. Journal of Lake Sciences, 2010,22(6):799-810. doi: 10.1254/jjp.22.799 pmid: 4541485
    [16] 杜宝汉 . 洱海富营养化研究[J]. 湖泊科学, 1992,4(2):86-92.
    doi: 10.7861/futurehosp.4-2-86 pmid: 31098441

    DU B H . Study on eutrophication of Erhai Lake[J]. Journal of Lake Sciences, 1992,4(2):86-92. doi: 10.7861/futurehosp.4-2-86 pmid: 31098441
    [17] HAMRICK J M . A three-dimensional environmental fluid dynamics computer code:theoretical and computational aspects[R]. Williamsburg,Virginia:Virginia Institute of Marine Science, College of William and Mary, 1992.
    [18] QUIJANO J C, ZHU Z D, MORALES V , et al. Three-dimensional model to capture the fate and transport of combined sewer overflow discharges:a case study in the Chicago Area Waterway System[J]. Science of the Total Environment, 2017,576:362-373.
    doi: 10.1016/j.scitotenv.2016.08.191 pmid: 27794225
    [19] KIM J, LEE T, SEO D . Algal bloom prediction of the lower Han River,Korea using the EFDC hydrodynamic and water quality model[J]. Ecological Modelling, 2017,366:27-36.
    [20] HUANG J C, ZHANG Y J, HUANG Q , et al. When and where to reduce nutrient for controlling harmful algal blooms in large eutrophic lake Chaohu,China?[J]. Ecological Indicators, 2018,89:808-817.
    doi: 10.1016/j.ecolind.2018.01.056
    [21] TANG C Y, LI Y P, ACHARYA K . Modeling the effects of external nutrient reductions on algal blooms in hyper-eutrophic Lake Taihu,China[J]. Ecological Engineering, 2016,94:164-173.
    doi: 10.1016/j.ecoleng.2016.05.068
    [22] PAN F, ZHU J, YE M , et al. Sensitivity analysis of unsaturated flow and contaminant transport with correlated parameters[J]. Journal of Hydrology, 2011,397(3/4):238-249.
    doi: 10.1080/15226514.2015.1094445 pmid: 26457927
    [23] CHEN L, YANG Y, CHEN J , et al. Spatial-temporal variability and transportation mechanism of polychlorinated biphenyls in the Yangtze River Estuary[J]. Science of the Total Environment, 2017,598:12-20.
    doi: 10.1016/j.scitotenv.2017.04.069 pmid: 28433818
    [24] 李一平, 龚然 . 地表水环境模拟与预测:EFDC建模技术及案例实训[M]. 北京: 科学出版社, 2019.
    [25] 吴振君, 王水林, 葛修润 . LHS方法在边坡可靠度分析中的应用[J]. 岩土力学, 2010,31(4):1047-1054.

    WU Z J, WANG S L, GE X R . Application of Latin hypercube sampling technique to slope reliability analysis[J]. Rock & Soil Mechanics, 2010,31(4):1047-1054.
    [26] 李一平, 邱利, 唐春燕 , 等. 湖泊水动力模型外部输入条件不确定性和敏感性分析[J]. 中国环境科学, 2014,34(2):410-416.
    doi: 3.0.co;2-r" target="_blank"> 10.1002/1097-4679(197804)34:2<410::aid-jclp2270340232>3.0.co;2-r pmid: 681516

    LI Y P, QIU L, TANG C Y , et al. Uncertainty and sensitivity analysis of input conditions in large shallow lake hydrodynamic model[J]. China Environmental Science, 2014,34(2):410-416. doi: 10.1002/1097-4679(197804)34:2<410::aid-jclp2270340232>3.0.co;2-r pmid: 681516
    [27] 任婷玉, 梁中耀, 刘永 , 等. 基于贝叶斯优化的三维水动力-水质模型参数估值方法[J]. 环境科学学报, 2019,39(6):2024-2032.

    REN T Y, LIANG Z Y, LIU Y , et al. The parameters estimation method based on Bayesian optimization for complex water quality models[J]. Acta Scientiae Circumstantiae, 2019,39(6):2024-2032.
    [28] 吴启辉 . 鄱阳湖的水温分层现象与水利枢纽工程影响下水龄的研究[D]. 南昌:南昌大学, 2017.
    [29] 王琳杰, 余辉, 牛勇 , 等. 抚仙湖夏季热分层时期水温及水质分布特征[J]. 环境科学, 2017,38(4):1384-1392.

    WANG L J, YU H, NIU Y , et al. Distribution characteristics of water temperature and water quality of Fuxian Lake during thermal str.pngication period in summer[J]. Environmetal Science, 2017,38(4):1384-1392.
    [30] 王教元 . 滇西北湖泊水文调控与生态环境响应的时空特征[D]. 昆明:云南师范大学, 2019.
    [31] CAO J, HOU Z Y, LI Z K , et al. Succession of phytoplankton functional groups and their driving factors in a subtropical plateau lake[J]. Science of the Total Environment, 2018, 631/632:1127-1137.
    doi: 10.1016/j.scitotenv.2018.03.026 pmid: 29727939
    [32] 卫志宏, 杨振祥, 唐雄飞 , 等. 洱海湖泊及湖湾三维水动力模型构建及特征分析[J]. 昆明理工大学学报(自然科学版), 2013,38(1):85-95.

    WEI Z H, YANG Z X, TANG X F , et al. Three-dimensional modeling and characteristics of hydrodynamic processes in Erhai Lake[J]. Journal of Kunming University of Science and Technology (Natural Science Edition), 2013,38(1):85-95.
    [33] PAERL H W, PAUL V J . Climate change:links to global expansion of harmful cyanobacteria[J]. Water Research, 2012,46(5):1349-1363.
    doi: 10.1016/j.watres.2011.08.002
    [34] ROBARTS R D, ZOHARY T . Temperature effects on photosynthetic capacity,respiration, and growth-rates of bloom-forming cyanobacteria[J]. New Zealand Journal of Marine and Freshwater Research, 1987,21(3):391-399.
    doi: 10.1080/00288330.1987.9516235
    [35] JIN K R, JI Z G . Case study:modeling of sediment transport and wind-wave impact in Lake Okeechobee[J]. Journal of Hydraulic Engineering, 2004,130(11):1055-1067.
    doi: 10.1061/(ASCE)0733-9429(2004)130:11(1055)
    [36] 关兆德 . 云南大理洱海盆地地热异常探讨[J]. 中国科技纵横, 2015(3):149-150.
    [37] 武军, 金德山 . 云南省大理市城市环境地质主要特征与城市发展规划建议[C]// 中国地质调查局.全国主要城市环境地质调查评价学术交流会议论文集. 北京: 地质出版社, 2010: 200-201.
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  • 收稿日期:  2019-11-22
  • 刊出日期:  2020-05-20

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