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高光谱数据与水稻指数及叶绿素密度的相关分析
引用本文:刘伟东,项月琴.高光谱数据与水稻指数及叶绿素密度的相关分析[J].遥感学报,2000,4(4):279-283.
作者姓名:刘伟东  项月琴
作者单位:[1]中国科学院遥感应用研究所遥感信息科学开放研究实验室 [2]中国科学院地理研究所,北京
基金项目:国家“九五”科技攻关计划“新型遥感技术的应用开发”;中国科学院重大项目“数字多光谱像机试验”资助项目
摘    要:分析了北京大屯科技站不稻叶面积指数(LA)、叶绿素密度(CH.D)与高光谱分辨率遥感数据在整个生育期内的变化过程。利用微分技术处理不稻群体反射光谱以减少土壤等低频背景光谱噪音的影响。通过单相关分析和逐步回归方法研究不稻LAI、CH.D分别与光谱反射率、反射率的一阶微分光谱的相关关系,并建立预测回归方程。结果表明,微分技术能够改善数据与LAI、CH.D的相关性,CH.D与光谱数据的相关明显优于同LA

关 键 词:光谱微分技术  叶面积指数  叶绿素密度  水稻

Relationships between Rice LAI, CH.D and Hyperspectra Data
LIU Wei-dong,XIANG Yue-qin,ZHENG Lan-fen,TONG Qing-xi and WU Chang-shan.Relationships between Rice LAI, CH.D and Hyperspectra Data[J].Journal of Remote Sensing,2000,4(4):279-283.
Authors:LIU Wei-dong  XIANG Yue-qin  ZHENG Lan-fen  TONG Qing-xi and WU Chang-shan
Institution:Laboratory of Remote Sonsing Information Sciences, Institute of Remote Sensing Applications, CAS, Beijing 100101, China;;Institute of Geography, CAS, Beijing 100101;Laboratory of Remote Sonsing Information Sciences, Institute of Remote Sensing Applications, CAS, Beijing 100101, China;;Laboratory of Remote Sonsing Information Sciences, Institute of Remote Sensing Applications, CAS, Beijing 100101, China;;Laboratory of Remote Sonsing Information Sciences, Institute of Remote Sensing Applications, CAS, Beijing 100101, China;
Abstract:The paper studied the variational process of leaf area index (LAI), leaf chl orophyll density (CH.D) and Hyperspectral data with growing period. The correla tion between the hyperspectral data and LAI, CH.D of rice was also analyzed. Sp ectral derivative technique was used to suppress the effects of low frequency sp ectral noises on background (such as Soil and so on). The derivatives of relfect ance spectrum can enhance the correlation and improve the precision of predictin g LAI and CH.D. Results show that the derivatives of reflectance spectrum and CH.D more markedly correlate with LAI at some wavelength; CH.D is more av ailable to express crop canopy spectral information than LAI.
Keywords:spectral derivatives  LAI  CHD  regression analysis
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