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基于近红外反射的柑橘重叠叶片叶面积指数测量系统
  • ISSN号:1000-1298
  • 期刊名称:《农业机械学报》
  • 时间:0
  • 分类:O657.33[理学—分析化学;理学—化学] Q-334[生物学]
  • 作者机构:[1]华南农业大学南方农业机械与装备关键技术教育部重点实验室,广州510642, [2]华南农业大学工程学院,广州510642, [3]国家柑橘产业技术体系机械研究室,广州510642
  • 相关基金:国家自然科学基金资助项目(30871450)、现代农业产业技术体系建设专项资金资助项目(CARS-27)、公益性行业(农业)科研专项经费资助项目(200903023)、国家星火计划资助项目(2011GA780037)和广东省科技计划资助项目(2010A020507001-144)
中文摘要:

提出一种基于近红外反射的柑橘叶面积指数(LAI)测量方法。在平直近红外激光照射下,光电探测器接收重叠叶片的反射光能量,通过数据采集卡采集电压信号至上位机,利用LabVIEW软件编程,自动判断出重叠叶片层数。将叶片层数乘以直射光束的光斑面积即为该测试位置叶面积,而每次测试的叶面积累加即为该测试区域的总叶面积,最终求出LAI。根据光谱反射试验结果选用近红外作为光源进行系统标定,得到重叠叶片层数与测量电压的指数拟合模型,Ssig〈0.05水平显著。试验结果表明,在手动扫描、定时采集方式下,以方格法计算的LAI作为真实值,系统对LAI的计算误差为11.01%。

英文摘要:

In order to construct a fast measurement system for leaf area index (LAI) based on near-infrared reflection, an innovative way was explored to accurately detect the LAI of overlapping leaves. Research methods were concluded as follows: overlapping leaves were put under the direct parallel light generated by the near-infrared laser, and the photoelectric sensors were used to measure the reflected light energy. The output voltage signal of the sensors was sent into the computer through the data acquisition card. The amount of overlapping layers was determined by software programming. The amount of overlapping layers was multiplied by the area of direct beam's light spot was the area of the leaves. The total area of the leaves was the cumulative leaf area in the whole testing process and LAI could be calculated. Based on the result of spectral reflection test, near-infrared was used as direct light source to demarcate the system to get the index fitting model between overlapping leaves' number and measuring voltage, which is notable in 0.05 statistic level. The result of data collection experiment shows that under the method in manual scanning and timing collection, the value of LAI was calculated by the system with 11.01% of the error compared with the true value of LAI calculated by square method.

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期刊信息
  • 《农业机械学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业机械学会 中国农业机械化科学研究院
  • 主编:任露泉
  • 地址:北京德胜门外北沙滩一号6号信箱
  • 邮编:100083
  • 邮箱:njxb@caams.org.cn
  • 电话:010-64882610 64867367
  • 国际标准刊号:ISSN:1000-1298
  • 国内统一刊号:ISSN:11-1964/S
  • 邮发代号:2-363
  • 获奖情况:
  • 荣获中国科协优秀期刊二等奖,1997~2000年连续4年获中国科协择优资金,被列入中国期刊方阵,中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:42884