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烟叶重金属关键影响因子及其含量预测
引用本文:商胜华,廖勇,冯小芽,饶兴义,孟建玉,杨慧,夏海乾.烟叶重金属关键影响因子及其含量预测[J].贵州农业科学,2017,45(2).
作者姓名:商胜华  廖勇  冯小芽  饶兴义  孟建玉  杨慧  夏海乾
作者单位:1. 贵州省烟草科学研究院,贵州贵阳,550081;2. 贵州省烟草公司贵阳市分公司,贵州贵阳,550001;3. 贵州省烟草公司遵义市公司遵义县分公司,贵州遵义,563100
基金项目:贵州省农业攻关项目“贵州烟叶主要重金属元素调控技术研究”,贵州省烟草专卖局(公司)科技重大专项“贵州烟区重金属风险评估及调控技术研究”
摘    要:为烟叶重金属的合理调控提供依据,针对土壤、灌溉水、降水和烤烟专用基肥4个关键因子,采用人工模拟试验法及相关分析数理统计法,研究各因子对烟叶重金属的污染常数,以污染常数为基础参数,分析烟叶重金属的来源及预测其含量。结果表明:各因子对烟叶中Cd、Hg、As、Pb、Cr的贡献率(污染常数)存在明显差异,在相同重金属浓度下,烟叶中各重金属含量的贡献率为降水灌溉水土壤烤烟专用基肥;贵州烟区烟叶中重金属主要来自土壤和烤烟专用基肥,其中,来自土壤的Cd、As、Pb、Cr各占66.82%、63.98%、92.90%和96.91%,烤烟专用基肥的各占33.01%、35.76%、7.05%和3.06%,Hg元素则有99.64%的来自烤烟专用基肥;初步构建烟叶重金属含量预测模型,经实测验证,各元素预测值平均偏差率在30%左右,预测准确率达60%以上,应用于烟叶重金属含量的粗略估测基本可行。

关 键 词:烤烟  重金属  污染常数  污染来源  预测模型

Key Influence Factors on Heavy Metal Content in Flue-cured Tobacco and Prediction of their Content
SHANG Shenghua,LIAO Yong,FENG Xiaoya,RAO Xinyi,MENG Jianyu,YANG Hui,XIA Haiqian.Key Influence Factors on Heavy Metal Content in Flue-cured Tobacco and Prediction of their Content[J].Guizhou Agricultural Sciences,2017,45(2).
Authors:SHANG Shenghua  LIAO Yong  FENG Xiaoya  RAO Xinyi  MENG Jianyu  YANG Hui  XIA Haiqian
Abstract:The contamination constants of soil,irrigation,rainfall and specific base manure to heavy metal content in flue-cured tobacco were analyzed by using the artificial simulation experiment method and mathematical statistics,and then the heavy metal source and content in flue-cured tobacco were analyzed and predicted by using contamination constants as basic parameters to provide the scientific basis for rational regulation of heavy metal content in flue-cured tobacco.Results:There are obvious differences in Cd,Hg,Pb and Cr contamination constant among four factors.The contribution ratio of heavy metal content in flue-cured tobacco is rainfall > irrigation > soil > specific base manure under the same heavy metal concentration.The heavy metals in flue-cured tobacco are from soil and specific base manure in Guizhou tobacco-growing area mainly.66.82% Cd,63.98% As,92.90% Pb and 96.91% Cr of flue-cured tobacco are from soil and 33.01% Cd,35.76 % As,7.05 % Pb and 3.06 % Cr of flue-cured tobacco are from specific base manure.99.64% Hg of flue-cured tobacco is from specific base manure.The mean deviation ratio of predicted value of different elements is about 30 % by the established prediction model of heavy metal content in flue-cured tobacco and the prediction accuracy rate of the prediction model reaches above 60%,which indicates the prediction model can be basically used in rough estimation of heavy metal content in flue-cured tobacco.
Keywords:flue-cured tobacco  heavy metal  contamination constant  contamination source  prediction model
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