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Use of canopy- and leaf-reflectance indices for the detection of quality variables of Vicia species

机译:利用冠层和叶片反射指数检测野豌豆物种的质量变量

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摘要

Laboratory determinations of plant-nutrient contents are time consuming and costly. Measurements of reflectance may provide a rapid and accurate means of estimating plant quality variables. This study was conducted to determine relationships between nitrogen (N), phosphorus (P), potassium (K), acid detergent fibre (ADF) and neutral detergent fibre (NDF) contents of Vicia saliva, Viciapannonica and Vicia villosa and their canopy- and leaf-reflectance indices. Canopy- and leaf-reflectance measurements were made by using a portable spectroradiometcr and a plant probe. Linear equations between each forage quality variable and the simple ratio of reflectances in the near-infrared (R_(nir)) to red regions (R_(Red) of the electromagnetic spectrum,R_(NIR)/R(Red), the normalized difference vegetation index, NDVI, had coefficients of determination, R~2, of 0.45 ≤ R~2 ≤ 0.80 and 0.49 ≤ R~2 ≤ 0.85 at wavelengths of 760 and 640 nm, respectively. Validation of developed equations indicated that all quality parameters could be predicted by either NDVI or R_(N[R)IR_(Red). Our results suggest that N, P, K, ADF and NDF contents of vetch species can be estimated at the beginning of the flowering stage and throughout the seed-filling stage using remote-sensing data of both canopy-and leaf-reflectance indices.
机译:实验室测定植物中的营养成分既费时又费钱。反射率的测量可以提供一种快速而准确的方法来估算植物质量变量。进行这项研究的目的是确定蚕豆唾液,蚕豆和短毛野豌豆及其冠层和冠层中叶反射指数。通过使用便携式光谱辐射仪和植物探针进行冠层反射率和叶片反射率测量。每个草料质量变量与电磁光谱的近红外(R_(nir))与红色区域(R_(Red),R_(NIR)/ R(Red)的简单反射率之间的线性方程式,R_(NIR)/ R(Red),归一化差异植被指数NDVI在760和640 nm波长下的测定系数R〜2分别为0.45≤R〜2≤0.80和0.49≤R〜2≤0.85,开发方程的验证表明所有质量参数均可以可以通过NDVI或R_(N [R] IR_(Red)进行预测。我们的结果表明,可以在开花期开始和整个种子灌浆期间估算v子的N,P,K,ADF和NDF含量。利用冠层和叶片反射指数的遥感数据进行阶段分析。

著录项

  • 来源
    《International journal of remote sensing》 |2011年第4期|p.1199-1211|共13页
  • 作者单位

    Siileyman Demirel University, Faculty of Agriculture, Department of Field Crops,Isparta, Turkey;

    Siileyman Demirel University, Faculty of Agriculture, Department of Soil Science,Isparta, Turkey;

    Siileyman Demirel University, Faculty of Agriculture, Department of Field Crops,Isparta, Turkey;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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