Inversion of Chlorophyll Content at Canopy Level of Dendrocalamus giganteus Based on Landsat 8 Data
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Graphical Abstract
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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.
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