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基于高光谱遥感监测植被叶绿素含量的一种植被指数MTCARI

MTCARI:A Kind of Vegetation Index Monitoring Vegetation Leaf Chlorophyll Content Based on Hyperspectral Remote Sensing

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【作者】 孟庆野董恒秦其明王金梁赵江华

【Author】 MENG Qing-ye,DONG Heng,QIN Qi-ming,WANG Jin-liang,ZHAO Jiang-hua Institute of Remote Sensing and GIS,Peking University,Beijing 100871,China

【机构】 北京大学遥感与GIS研究所

【摘要】 通过对现有的植被指数模型的研究,指出了TCARI模型的不足,进而提出关于模型的改进。利用PROSPECT+SAIL模型模拟出不同叶绿素含量和不同叶面积指数(LAI)下的作物冠层光谱,代入模型演算相关常数因子,得到了改进的转换型叶绿素吸收反射率指数MTCARI,最后通过引入土壤背景调节指数OSAVI,提出了最终的模型。经过实测数据验证,模型有较好的可靠性。

【Abstract】 The chlorophyll content of plant has relative correlation with photosynthetic capacity and growth levels of plant.It affects the plant canopy spectra,so the authors can use hyperspectral remote sensing to monitor chlorophyll content.By analyzing existing mature vegetation index model,the present research pointed out that the TCARI model has deficiencies,and then tried to improve the model.Then using the PROSPECT+SAIL model to simulate the canopy spectral under different levels of chlorophyll content and leaf area index(LAI),the related constant factor has been calculated.The research finally got modified transformed chlorophyll absorption ratio index(MTCARI).And then this research used optimized soil background adjust index(OSAVI) to improve the model.Using the measured data for test and verification,the model has good reliability.

【基金】 国家科技支撑计划课题(2012BAH29B03,2012BAC16B04);国家自然科学基金项目(41071221,41101312);公益性行业(气象)专项(GYHY200806022)资助
  • 【文献出处】 光谱学与光谱分析 ,Spectroscopy and Spectral Analysis , 编辑部邮箱 ,2012年08期
  • 【分类号】Q945;TP79
  • 【被引频次】46
  • 【下载频次】856
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