长江科学院院报 ›› 2017, Vol. 34 ›› Issue (3): 30-34.DOI: 10.11988/ckyyb.20150973

• 水资源与环境 • 上一篇    下一篇

基于空间插值算法的阳宗海夏季水质参数空间分布规律研究

孙惠玲a,b,廖泽波a,段立曾a,b,洪亮a,c   

  1. 云南师范大学 a.旅游与地理科学学院; b.高原湖泊生态与全球变化重点实验室; c.西部资源环境地理信息技术教育部工程研究中心,昆明 650500
  • 收稿日期:2015-11-16 出版日期:2017-03-01 发布日期:2017-03-10
  • 通讯作者: 洪 亮(1981-),男,湖南衡阳人,副教授,博士,主要从事高分辨率遥感影像智能算法、信息提取方面的研究,(电话)0871-65941198(电子信箱)hongliang20433@hotmail.com。
  • 作者简介:孙惠玲(1982-),女,陕西浽德人,讲师,博士,主要从事高原湖泊环境方面的研究,(电话)13669764510(电子信箱)huilingsun07@hotmail.com。
  • 基金资助:
    国家自然科学基金项目(41201203,41201463);云南省高端人才引进项目(2010CI111);江苏省资源环境信息工程重点实验室开放基金资助项目(JS201301)

Spatial Distribution Regularity of Water Quality Parameters of Yangzong Lake in Summer Based on Spatial Interpolation Algorithm

SUN Hui-ling1,2, LIAO Ze-bo1, DUAN Li-zeng1,2, HONG Liang1,3   

  1. 1.College of Tourism and Geography Science, Yunnan Normal University, Kunming 650500, China;
    2.Key Laboratory of Plateau Lake Ecology and Global Change, Yunnan Normal University, Kunming 650500, China;
    3.GIS Technology Research Center of Resource and Environment in Western China of Ministry of Education, Yunnan Normal University, Kunming 650500, China
  • Received:2015-11-16 Published:2017-03-01 Online:2017-03-10

摘要: 水质参数是分析湖泊生态环境的重要指标。由于基于离散采样点的传统水质参数统计法不能详细分析湖泊水质参数的空间分布规律,采用了克立格(Kriging)和反距离加权(Inverse Distance Weighted,IDW)空间插值算法对阳宗海夏季水质参数指标(pH值、总叶绿素、浊度、溶解氧、电导率和藻蓝蛋白)进行空间分布规律研究。试验结果表明:阳宗海夏季表层水体的循环周期较长、空间异质性较高,尤其是总叶绿素含量、浊度和藻蓝蛋白含量;阳宗海南岸受到人为生活扰动和污染较为严重,藻蓝蛋白和溶解氧的浓度均较高;阳宗海北岸受到人为工业污染更为明显,表现为浊度在该区域达到峰值;阳宗海夏季表层水体的电导率和pH值更多地受到了治理砷污染而大量喷施的絮凝剂影响。研究成果为阳宗海水环境评估和综合整治提供了理论依据。

关键词: 阳宗海, 水质参数, 克里格空间插值法, 反距离加权空间插值法, 空间异质性

Abstract: Water quality parameter is an important index reflecting the ecological environment of lakes. Traditional random sampling method for the spatial distribution of water quality parameters is restrictive in scale, but the development of geostatistics presents an effective facility to accurately describe the spatial structure of water quality parameters of lake. In order to obtain the spatial distribution of water quality parameters of surface water of Yangzong Lake in summer, we analyzed six water quality parameters (pH value, total chlorophyll-a content, turbidity, dissolved oxygen concentration, electric conductivity, and phycocyanin) by the Kriging interpolation algorithm and the Distance Weighted Inverse (IDW) spatial interpolation algorithm. Results show the surface water of Yangzong Lake in summer experienced a long period of water cycle and a significant spatial heterogeneity of water quality parameters, in particular, total chlorophyll-a content, turbidity and phycocyanin content. The southern area of Yangzong Lake suffers from severe human activity disturbance and pollution, with high concentrations of phycocyanin and dissolved oxygen; while the northern area of Yangzong Lake is more influenced by industrial pollution, with turbidity in this area reaching the peak value. The results of electrical conductivity and pH values are more affected by the ferric salt coagulation of arsenic removal.

Key words: Yangzong Lake, water quality parameters, Kriging interpolation method, inverse distance weighted interpolation, spatial heterogeneity

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