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PROSPECT-PMP+:叶片光学性质模型中叶绿素 a 和 b、类胡萝卜素和花青素的同时反演。

PROSPECT-PMP+: Simultaneous Retrievals of Chlorophyll a and b, Carotenoids and Anthocyanins in the Leaf Optical Properties Model.

机构信息

College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China.

Institute of Agricultural Remote Sensing & Information Application, Zhejiang University, Hangzhou 310058, China.

出版信息

Sensors (Basel). 2022 Apr 14;22(8):3025. doi: 10.3390/s22083025.

Abstract

The PROSPECT leaf optical radiative transfer models, including PROSPECT-MP, have addressed the contributions of multiple photosynthetic pigments (chlorophyll a and b, and carotenoids) to leaf optical properties, but photo-protective pigment (anthocyanins), another important indicator of vegetation physiological and ecological functions, has not been simultaneously combined within a leaf optical model. Here, we present a new calibration and validation of PROSPECT-MP+ that separates the contributions of multiple photosynthetic and photo-protective pigments to leaf spectrum in the 400-800 nm range using a new empirical dataset that contains multiple photosynthetic and photo-protective pigments (LOPEX_ZJU dataset). We first provide multiple distinct in vivo individual photosynthetic and photo-protective pigment absorption coefficients and leaf average refractive index of the leaf interior using the LOPEX_ZJU dataset. Then, we evaluate the capabilities of PROSPECT-MP+ for forward modelling of leaf directional hemispherical reflectance and transmittance spectra and for retrieval of pigment concentrations by model inversion. The main result of this study is that the absorption coefficients of chlorophyll a and b, carotenoids, and anthocyanins display the physical principles of absorption spectra. Moreover, the validation result of this study demonstrates the potential of PROSPECT-MP+ for improving capabilities in remote sensing of leaf photosynthetic pigments (chlorophyll a and b, and carotenoids) and photo-protective pigment (anthocyanins).

摘要

PROSPECT 叶片光学辐射传输模型,包括 PROSPECT-MP,已经解决了多个光合作用色素(叶绿素 a 和 b 以及类胡萝卜素)对叶片光学特性的贡献问题,但另一个重要的植被生理和生态功能指标——光保护色素(花青素)尚未同时结合到叶片光学模型中。在这里,我们使用包含多个光合作用和光保护色素(LOPEX_ZJU 数据集)的新经验数据集,对 PROSPECT-MP+进行了新的校准和验证,该数据集可分离 400-800nm 范围内叶片光谱中多种光合作用和光保护色素的贡献。我们首先使用 LOPEX_ZJU 数据集提供了多个不同的活体个体光合作用和光保护色素吸收系数以及叶片内部平均折射率。然后,我们通过模型反演评估了 PROSPECT-MP+对叶片定向半球反射率和透射率光谱正向建模以及色素浓度反演的能力。本研究的主要结果是,叶绿素 a 和 b、类胡萝卜素和花青素的吸收系数显示了吸收光谱的物理原理。此外,本研究的验证结果表明,PROSPECT-MP+在提高叶片光合作用色素(叶绿素 a 和 b、类胡萝卜素)和光保护色素(花青素)的遥感能力方面具有潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b11/9028795/a1eadc9458d6/sensors-22-03025-g001.jpg

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