B. Jordan, W. D. Branch, A. Coffin, C. M. Smith, A. Culbreath
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引用次数: 1
摘要
利用2015年进行的4项田间试验,研究了两种冠层作物传感器测量的归一化植被指数(NDVI)与花生(arachhis hypogaea)晚叶斑病(Nothopassalora personata)落叶的视觉估计之间的关系。每次评价均在每两米测量反射率,并在尽可能短的时间内目测叶斑病严重程度。利用线性和二次回归模型分析了GreenSeeker (NDVIGS)和Crop Circle (NDVICC)测量的晚叶斑病落叶率与NDVI之间的关系,以及NDVIGS和NDVICC之间的关系。在4个试验中,有3个试验的NDVIGS根据线性函数或二次函数随落叶率的增加而下降,在4个试验中有3个试验的NDVICC根据线性函数随落叶率的增加而下降。4个试验中有2个试验的ndvic随NDVIGS的增加呈二次函数关系增加,但2个试验的这些变量均无显著回归。根据决定系数(R2),在4个试验中有3个试验中,ndvic线性回归对预测落叶率有较好的拟合效果。两种仪器均未发现相同的NDVI读数与不同试验中相同的落叶水平相对应。结果表明,两种仪器的NDVI测量值不可互换。
Comparison of Trimble GreenSeeker and Crop Circle (Model ACS-210) Reflectance Meters for Assessment of Severity of Late Leaf Spot
Four field experiments conducted in 2015 were used to examine the relationships among normalized difference vegetation index (NDVI) measurements from two canopy crop sensors and visual estimates of defoliation by late leaf spot (Nothopassalora personata) of peanut (Arachis hypogaea) the predominant foliar disease in this study. For each evaluation, reflectance was measured with each the two meters, and leaf spot severity was measured visually within as short a time as possible. Linear and quadratic regression models were used to characterize the relationships between percent defoliation from late leaf spot and NDVI measured with the GreenSeeker (NDVIGS) and Crop Circle (NDVICC) instruments and the relationships between NDVIGS and NDVICC. NDVIGS decreased with increasing percent defoliation according to linear or quadratic functions in three of the four trials, NDVICC decreased with increasing percent defoliation according to linear functions in three of four trials. In two of the four trials, NDVICC increased with increasing NDVIGS according to quadratic functions, but there was no significant regression for those variables in two trials. In three of the four trials, NDVICC linear regression had a better fit for predicting percent defoliation according to the coefficient of determination (R2). There was no indication for either instrument that the same NDVI reading corresponded with the same level of defoliation across trials. Results indicated that NDVI measurements from the two instruments are not interchangeable.