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淡水鱼塘叶绿素a与环境因子间影响关系的通径分析

Path analysis of interactional relationship between Chlorophyll-a and environmental factors in freshwater fishponds

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【作者】 刘金金张玉平张丹孙振中李晓蓓晏军赵冉张芬周轩

【Author】 LIU Jin-jin;ZHANG Yu-ping;ZHANG Dan;SUN Zhen-zhong;LI Xiao-bei;YAN Jun;ZHAO Ran;ZHANG Fen;ZHOU Xuan;Shanghai Fisheries Research Institute;

【机构】 上海市水产研究所

【摘要】 为简便而有效地研究池塘水体中叶绿素a(Chl.a)含量与环境因子间的复杂关系,建立通径分析方法将各因子与Chl.a的相互影响关系清晰化。利用上海地区38批次淡水鱼养殖池塘水质监测数据,通过通径分析筛选出影响Chl.a含量变化的关键因子。结果显示:影响Chl.a含量变化的关键因子是高锰酸盐指数(CODMn)、活性磷(PO4--P)、透明度(SD)和溶解氧(DO);CODMn和PO4--P是影响养殖水体中Chl.a含量的主导因子,它们的决定系数分别为0.426和0.325,占所有关键因子决定值的89.6%;利用关键因子对Chl.a建立多元回归线性方程:Chl.a=60.17+9.90 CODMn+100.30(PO4--P)-1.74 SD-4.82 DO(R=0.784),并通过检验。

【Abstract】 In order to research and clarify the complicated relationship between Chlorophyll-a(Chl. a) and environmental factors in fishpond water,a convenientand effective method of path analysis was built in this study. Water quality monitoring data from 38 freshwater fishponds in Shanghai were analyzed to screen the key factors effecting Chl. a by path analysismethod. The results showed that four environmental factors as key influence factors, which were chemical oxygen demand(CODMn),phosphate(PO4--P),transparency(SD) and dissolved oxygen. Meanwhile,CODMn and PO4--P were themost major factors affecting Chl. a. Thedetermining indexes of CODMn and PO4--P were 0. 426 and 0. 325,respectively,which held the main determining index percentage of 89. 6% among all the environmental factors. Four key factors were used to build the multiple regression equation of Chl. a,which had been verified later and the equation was: Chl. a =60. 17 + 9. 90 CODMn+ 100. 30(PO4--P)-1. 74 SD-4. 82 DO(R = 0. 784).

【基金】 上海市科技兴农重点攻关项目(沪农科攻字(2015)第6-3-3号);2016年度上海市水产研究所青年人才成长计划(沪农青字(2016)第3-3号)
  • 【文献出处】 淡水渔业 ,Freshwater Fisheries , 编辑部邮箱 ,2018年01期
  • 【分类号】S931.3
  • 【被引频次】3
  • 【下载频次】249
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