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Semivariogram models for rice stem bug population densities estimated by ordinary kriging

机译:普通Kriging估计的稻瘟病群体密度的半乐曲模型

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Tibraca limbativentris is considered one of the main species of insect pests in irrigated rice. This species can be found in plants in the vegetative and reproductive stages. This study aimed to select semivariogram models to estimate rice stem bug population densities by ordinary kriging. Two fields were used to survey the T. limbativentris population in Oryza sativa. A grid of 30 x 30 m was drawn, which generated 143 and 385 sample units for the first and second fields, respectively. Seven evaluations of two hundred plants per sampling unit were performed during cultivation. From the insect counts, the results were input into circular, spherical, pentaspherical, exponential, Gaussian, rational quadratic, cardinal sine, K-Bessel, J-Bessel, and stable semivariogram models via ordinary kriging interpolation and the best model was selected via cross-validation. Each assessment had a particular spatial structure and semivariogram model that best fit the experimental data.
机译:Tibraca Limbativentris被认为是灌溉水稻虫害的主要种类之一。该物种可以在植物和生殖阶段的植物中找到。本研究旨在通过普通的Kriging选择半曲线造型模型来估算水稻干虫粒度的密度。使用两种领域来调查Oryza Sativa中的T. Limbativentris人群。绘制了30×30μm的网格,分别为第一和第二场产生143和385个样本单元。在培养期间进行每次采样单位的两百株植物的七项评价。从昆虫计数中,通过普通的Kriging插值输入结果输入圆形,球形,五边形,指数,高斯,合理二次,基本正弦,K-Bessel,J-Bessel和稳定的半啮盘模型,并通过交叉选择了最佳模型-验证。每次评估都有一个特定的空间结构和半啮盘模型,最适合实验数据。

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