陕北黄土丘陵山地枣树生物量模型
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国家科技支撑计划课题"西北干旱半干旱农业区大学农业科技服务模式关键技术集成与示范"(2013 BAD20 B03); 陕西省科技统筹创新工程计划课题"山地红枣旱作优质高效栽培技术集成与示范"(2013 KTZB02-03-02); 国家支撑计划课题:"西北生态脆弱区经济作物高效用水关键技术研究与示范"(2011 BAD29 B04)


Biomass Models for Jujube in Loess Hilly Mountain of Northern Shaanxi Province
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    摘要:

    [目的] 探索一种在不损伤枣树条件下估算枣树生物量的方法,为研究灌溉施肥与枣树生长关系提供技术支撑。[方法] 在大量实际测定调查数据的基础上,用线性和非线性生物量模型分别对枣树枝条、枣吊、叶片及果实的生物量进行建模,以相关系数R2,拟合指数W,标准误SEE,变异系数CV和预估精度p作为模型的精度评价指标,对模型进行了检验,并对两类模型进行了对比分析。[结果] 线性模型适用于枝条生物量的预测,R2为0.980~0.984,p介于0.909~0.926;叶片生物量和枣吊生物量的最优模型为非线性模型,R2介于0.880~0.943,p介于0.897~0.976; 果实生物量最优模型为二元非线性模型,R2为0.999,p为0.998;枝条、叶片和枣吊的鲜重与干重的比例系数分别为2.085,2.854和2.675;单个枣吊长度和枣吊上的叶片数目呈现出良好的一元线性关系,R2达到0.88。[结论] 本研究中使用的枣树生物量模型的模拟精度较高。

    Abstract:

    [Objective] In order to provide useful technical support for performance evaluation of irrigation and fertilization in jujube plantations, a jujube shoot biomass estimation method without damaging trees was explored. [Methods] Based on a large number of measurements, both linear models and non-linear models were used to estimate the biomass of branches, hangings, fruits and leaves for jujube. In addition, these models were evaluated and compared according to the correlation coefficient(R2), fit index(W), Standard error(SEE), coefficient of variation(CV) and forecast accuracy(p). [Results] The linear models exhibited a superior performance for branch biomass modeling with R2 ranged from 0.980 to 0.984, p ranged from 0.909 to 0.926. While, non-linear models were more suitable for hanging and leaf biomass modeling(R2 was between 0.880 and 0.943, p ranged from 0.897 to 0.976). The optimal fruit biomass model is the dual non-linear model (the R2 is 0.999 and p is 0.998). The ratio of fresh and dry weight for branch, hanging and leaf was 2.085, 2.675 and 2.854, respectively. A good linear relationship was showed between the length of a single jujube hanging and the number of leaves on it (R2 reaches 0.88).[Conclusion] In this reserch, the simulation precision of the jujube tree biomass model was higher.

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佘檀,汪有科,高志永,魏新光,董建国.陕北黄土丘陵山地枣树生物量模型[J].水土保持通报,2015,35(3):311-316

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  • 收稿日期:2014-04-13
  • 最后修改日期:2014-05-17
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  • 在线发布日期: 2016-04-05
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