本文排版定稿已在中国知网网络首发,如需阅读全文请打开知网首页,并搜索该论文题目即可查看。
基于Landsat 8数据的龙竹冠层水平叶绿素含量反演研究
Inversion of Chlorophyll Content at Canopy Level of Dendrocalamus giganteus Based on Landsat 8 Data
-
摘要: 以云南新平县的龙竹为研究对象,以Landsat 8 OLI影像为主要数据源,结合35块样地实测数据,在PROSAIL模型参数敏感性分析的基础上建立龙竹叶片叶绿素含量(LCC)与冠层反射率的查找表。选择叶绿素指数(CI)及其与绿度指数(G)的比值(CI/G)来反演LCC,结合叶面积指数(LAI)得到冠层叶绿素含量(CCC)。结果表明:CI和CI/G反演LCC的R2分别为0.48和0.52,RMSE分别为11.09 µg/cm2和8.23 µg/cm2;CI和CI/G对CCC反演的R2分别为0.53和0.64,RMSE分别为0.50 g/m2和0.43 g/m2。研究结果可为龙竹区域监测提供技术支撑。Abstract: Taking Dendrocalamus giganteus in Xinping County of Yunnan Province as the research object, Landsat 8 OLI image as the main data source, combined with the measured data of 35 plots, based on the sensitivity analysis of PROSAIL model parameters, the look-up table of leaf chlorophyll content(LCC) and canopy reflectance of D. giganteus was established. The chlorophyll index(CI) and its ratio(CI/G) to the greenness index(G) were selected to invert LCC, and then the canopy chlorophyll content(CCC) was obtained by combining the leaf area index(LAI).The results show that the R2 for CI and CI/G inversion of LCC were 0.48 and 0.52, and RMSE was 11.09 µg/cm2 and 8.23 µg/cm2, respectively. The R2 for CI and CI/G inversion of CCC were 0.53 and 0.64, and RMSE was 0.50 g/m2 and 0.43 g/m2, respectively. The research results can provide technical support for regional monitoring of D. giganteus.