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干旱条件下春玉米高光谱特征及土壤含水量反演

林毅1,李倩2,王宏博3,纪瑞鹏3,冯锐3,赵梓淇3,张凯1,李岚1,魏楠4,张玉书3*#br#   

  1. (1辽宁省气象服务中心, 沈阳 110166; 2沈阳区域气候中心, 沈阳 110166; 3沈阳大气环境研究所, 沈阳 110166; 4辽宁省气象信息中心, 沈阳 110166)
  • 出版日期:2016-05-10 发布日期:2016-05-10

Hyperspectral characteristics of spring maize and the inversion of soil moisture under drought stress.

LIN Yi1, LI Qian2, WANG Hong-bo3, JI Rui-peng3, FENG Rui3, ZHAO Zi-qi3, ZHANG Kai1, LI Lan1, WEI Nan4, ZHANG Yu-shu3*#br#   

  1. (1Liaoning Province Public Meteorological Service Center, Shenyang 110166, China; 2Shenyang Regional Climate Center, Shenyang 110166, China; 3 Institute of Atmospheric Environment, China Meteorological Administration, Shenyang 110166, China; 4 Liaoning Province Meteorological Information Center, Shenyang 110166, China).
  • Online:2016-05-10 Published:2016-05-10

摘要: 通过辽宁锦州地区春玉米不同生育时期的土壤水分控制试验,利用ASD FieldSpec Pro FR分光辐射计观测不同生长状况的玉米冠层高光谱反射率,分析光谱反射率变化特征,建立光谱参数对土壤水分的反演模型。结果表明:玉米在七叶拔节期受到干旱胁迫后,750~1400 nm波段冠层光谱反射率、红边幅值、红边面积均出现降低,350~750、1400~2300 nm反射率出现升高趋势;750~1400 nm、红边幅值、红边面积对土壤干旱胁迫的响应时间较短,且存在异于正常灌溉处理的光谱特征;反演方法中,逐步回归方法利用高光谱反射率反演土壤含水量的误差小于一阶导数光谱,反演10 cm土壤含水量的效果好于30 cm。

关键词: 黄土旱田, 轮作, 免耕, 秸秆覆盖, 杂草

Abstract: Using the data observed with ASD FieldSpec Pro FR spectroradiometer based on a trial with various levels of drought stress during different growth periods of maize in Jinzhou, Liaoning Province, the variation characteristics of maize canopy hyperspectral reflectance were investigated and inversion models on soil water content considering spectral parameters were established. The results showed that, after drought stress during the period from seven leaves to jointing, the spectral reflectance within spectral bands of 750 to 1400 nm, the amplitude and the area of red edge decreased and the time of their response to drought stress was shorter, and differed from those under wellwatered condition, while the reflectance within the spectral bands from 350 to 750 nm and from 1400 to 2300 nm demonstrated an increasing trend. As far as inversion methods, the inversion error of soil water content with regression method based on hyperspectral reflectance was smaller than that of first derivative spectra. Moreover, the inversion accuracy of soil water content at the 10 cm depth was higher than that at the depth of 30 cm.

Key words: dry land of loess region, rotation, no-tillage, stubble retention, weed.