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Estimating light interception in tree crops with digital images of canopy shadow

机译:用树冠阴影的数字图像估算树木作物中的光截获

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摘要

Canopy light interception (LI) is an important variable related to evapotranspiration, photosynthesis, primary productivity and yield in natural and managed vegetation, and the development of simple, reliable methods for its estimation is critical for research and practical purposes. This paper proposes a novel digital photographic technique for estimating canopy light interception based on the shadow projected by trees on the ground surface. A total of 607 pictures taken from 20 different walnut and almond orchards across California, USA, and with canopy covers ranging from 5 to 98 % were processed to derive canopy shadow fraction and compared with LI recorded at the same time and location from a mobile platform of ceptometers, the mobile light bar (MLB), which systematically collected data as it is moved under the trees. Light interception values obtained with the photographic technique were highly correlated and very similar to those of the MLB (R-2 = 0.95).The contribution of MLB sampling error and other factors that lead to differences in light interception values between the two methods was analyzed and discussed. The image acquisition and processing in this new technique does not require special or expensive equipment, software or training and can be easily adopted by researchers and farmers, and the generated information can be combined with satellite imagery to extend to the orchard and regional scales. The advantages and limitations of the proposed technique are discussed along with suggestions for further improvements and automation which could lead to more accurate results and wider application for research and crop management purposes.
机译:冠层光截获(LI)是与自然和管理植被中的蒸散量,光合作用,初级生产力和产量相关的重要变量,开发简单,可靠的估算方法对于研究和实际应用至关重要。本文提出了一种新的数字摄影技术,该技术可以根据树木在地面上投射的阴影来估计顶篷的光线截获率。从美国加利福尼亚州20个不同的核桃和杏仁园拍摄的607张照片,其冠层覆盖率为5%到98%,经过处理后得出冠层阴影部分,并与通过移动平台在同一时间和位置记录的LI进行比较触觉计是移动灯条(MLB),它在树下移动时系统地收集数据。通过照相技术获得的光拦截值高度相关且与MLB的值非常相似(R-2 = 0.95)。分析了两种方法之间MLB采样误差和其他导致光拦截值差异的因素的贡献。和讨论。这种新技术中的图像采集和处理不需要特殊或昂贵的设备,软件或培训,并且易于研究人员和农民采用,并且所生成的信息可以与卫星图像结合以扩展到果园和区域范围。讨论了所提出技术的优点和局限性,并提出了进一步改进和自动化的建议,这些建议可能会导致更准确的结果以及在研究和作物管理方面的广泛应用。

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