Characterizing and Estimating Fungal Disease Severity of Rice Brown Spot with Hyperspectral Reflecta

来源 :Rice Science | 被引量 : 0次 | 上传用户:b110701007
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Large-scale farming of agriculture crops requires real-time detection of disease for field pest management. Hyperspectral remote sensing data generally have high spectral resolution, which could be very useful for detecting disease stress in green vegetation at the leaf and canopy levels. In this study, hyperspectral reflectances of rice in the laboratory and field were measured to characterize the spectral regions and wavebands, which were the most sensitive to rice brown spot infected by Bipolaris oryzae (Helminthosporium oryzae Breda. de Hann). Leaf reflectance increased at the ranges of 450 to 500 nm and 630 to 680 nm with the increasing percentage of infected leaf surface, and decreased at the ranges of 520 to 580 nm, 760 to 790 nm, 1550 to 1750 nm, and 2080 to 2350 nm with the increasing percentage of infected leaf surface respectively. The sensitivity analysis and derivative technique were used to select the sensitive wavebands for the detection of rice brown spot infected by B. oryzae. Ratios of rice leaf reflectance were evaluated as indicators of brown spot. R669/R746 (the reflectance at 669 nm divided by the reflectance at 746 nm, the following ratios may be deduced by analogy), R702/R718, R692/R530, R692/R732, R535/R746, R521/R718, and R569/R718 increased significantly as the incidence of rice brown spot increased regardless of whether it’s at the leaf or canopy level. R702/R718, R692/R530, R692/R732 were the best three ratios for estimating the disease severity of rice brown spot at the leaf and canopy levels. This result not only confirms the capability of hyperspectral remote sensing data in characterizing crop disease for precision pest management in the real world, but also testifies that the ratios of crop reflectance is a useful method to estimate crop disease severity. Large-scale farming of agricultural crops requires real-time detection of disease for field pest management. Hyperspectral remote sensing data generally have high spectral resolution, which could be very useful for detecting disease stress in green vegetation at the leaf and canopy levels. study, hyperspectral reflectances of rice in the laboratory regions and wave bands, which were the most sensitive to rice brown spot infected by Bipolaris oryzae (Helminthosporium oryzae Breda. de Hann). Leaf reflectance increased at the ranges of 450 to 500 nm and 630 to 680 nm with the increasing percentage of infected leaf surface, and decreased at the ranges of 520 to 580 nm, 760 to 790 nm, 1550 to 1750 nm, and 2080 to 2350 nm with the increasing percentage of infected The sensitivity analysis and derivative technique were used to select the sensitive wavebands for the detection of rice brown spot infected by B. R669 / R746 (the reflectance at 669 nm divided by the reflectance at 746 nm, the following ratios may be deduced by analogy), R702 / R718, R692 / R530, R692 / R732, R535 / R746, R521 / R718, and R569 / R718 were significantly increased as the incidence of rice brown spot increased regardless of it’s at the leaf or canopy level. R702 / R718, R692 / R530, R692 / R732 were the best three ratios for estimating the disease severity of rice brown spot at the leaf and canopy levels. This result not only assurance the ability of hyperspectral remote sensing data in characterizing crop disease for precision pest management in the real world but but also testifies that the ratios of crop reflectance is a useful method to estimate crop disease severity.
其他文献
精彩的导入是课堂出彩的前奏.离开了精彩的导入,课堂自然也就会黯然失色.在理论联系实际的基础上,紧紧围绕“用有关的故事导入、用有效的复习导入以及用有趣的实验导入”三个
据《煤炭信息》2 0 0 1年第 8期报道 :近日 ,四川省华蓥山矿务局绿水洞煤矿井下大倾角工作面支架安装技术取得重大突破。在平均倾角达 38度的煤巷切眼内采用支架横放的新技术
化归思想是重要的数学思想之一,是指学生转化数学知识的能力,将化归思想应用于初中数学教学当中,能够促进学生养成数学思维,帮助学生真正掌握渔鱼之术,解答数学难题,提升数学
数学学科中包含的数学思想有很多,比如化整为零,数形结合,分类讨论等.在遇到某些数学题的时候,运用某些数学思想能够提高解题的效率.主要探讨分类讨论思想如何应用到解题的过
物理演示实验是物理教学中必不可少的教学手段,由于课本中部分演示实验与教学没有有机结合,导致演示实验无法进行,另外在我国许多地区受应试教育的影响,特别是农村学校,教师
民间剪纸艺术作为华夏文明的杰出代表之一,在初中美术教学中拥有极高的价值.尤其在新课程改革的背景下,民间剪纸教学已经成为初中美术课程中不可缺少的重要环节.首先阐述了传
问题意识,是指学生在学习活动中遇到问题时所产生的一种主动质疑、积极探究的心理状态。这种心理状态促使学生具有强烈的“推陈出新”意识,积极思维,不断提出问题和解决问题
生物是初中非常重要的一门学科.在以往的教学过程中,大部分教师只重视基础知识的讲述,对实验有所忽视,从而造成教学质量下滑.为此,教师应转变自身理念,重视实验教学,帮助学生
本刊讯8月7日至9日 ,全国非煤矿山安全生产工作暨非煤矿山安全治理整顿工作会议在吉林省长春市召开。会议的主要任务是贯彻落实6月20日在北京召开的全国安全生产专项整治工作会议精
随着建筑行业的快速发展,人们对建筑物的要求也越来越高,工程测量是保证这一工作的前提,它在建筑工程的施工中发挥着至关重要的作用.测量工作的主要任务是将图纸数据与现场相