Suppr超能文献

一个扩展的 PROSPECT:改进叶光学性质模型以分离总叶绿素为叶绿素 a 和 b。

An extended PROSPECT: Advance in the leaf optical properties model separating total chlorophylls into chlorophyll a and b.

机构信息

Institute of Applied Remote Sensing & Information Technology, Zhejiang University, Hangzhou, 310058, China.

Ministry of Education Key Laboratory of Environmental Remediation and Ecological Health, Zhejiang University, Hangzhou, 310058, China.

出版信息

Sci Rep. 2017 Jul 25;7(1):6429. doi: 10.1038/s41598-017-06694-y.

Abstract

The PROSPECT leaf optical model has, to date, well-separated the effects of total chlorophyll and carotenoids on leaf reflectance and transmittance in the 400-800 nm. Considering variations in chlorophyll a:b ratio with leaf age and physiological stress, a further separation of total plant-based chlorophylls into chlorophyll a and chlorophyll b is necessary for advanced monitoring of plant growth. In this study, we present an extended version of PROSPECT model (hereafter referred to as PROSPECT-MP) that can combine the effects of chlorophyll a, chlorophyll b and carotenoids on leaf directional hemispherical reflectance and transmittance (DHR and DHT) in the 400-800 nm. The LOPEX93 dataset was used to evaluate the capabilities of PROSPECT-MP for spectra modelling and pigment retrieval. The results show that PROSPECT-MP can both simultaneously retrieve leaf chlorophyll a and b, and also performs better than PROSPECT-5 in retrieving carotenoids concentrations. As for the simulation of DHR and DHT, the performances of PROSPECT-MP are similar to that of PROSPECT-5. This study demonstrates the potential of PROSPECT-MP for improving capabilities of remote sensing of leaf photosynthetic pigments (chlorophyll a, chlorophyll b and carotenoids) and for providing a framework for future refinements in the modelling of leaf optical properties.

摘要

迄今为止,PROSPECT 叶片光学模型已经很好地区分了总叶绿素和类胡萝卜素对叶片在 400-800nm 范围内反射率和透射率的影响。考虑到叶绿素 a:b 比随叶片年龄和生理压力的变化,为了对植物生长进行更先进的监测,有必要将总植物叶绿素进一步分离为叶绿素 a 和叶绿素 b。在本研究中,我们提出了 PROSPECT 模型的扩展版本(以下简称 PROSPECT-MP),该模型可以结合叶绿素 a、叶绿素 b 和类胡萝卜素对叶片在 400-800nm 范围内的定向半球反射率和透射率(DHR 和 DHT)的影响。使用 LOPEX93 数据集来评估 PROSPECT-MP 在光谱建模和色素反演方面的能力。结果表明,PROSPECT-MP 不仅可以同时反演叶片叶绿素 a 和 b,而且在反演类胡萝卜素浓度方面的表现也优于 PROSPECT-5。对于 DHR 和 DHT 的模拟,PROSPECT-MP 的性能与 PROSPECT-5 相似。本研究表明 PROSPECT-MP 具有提高叶片光合色素(叶绿素 a、叶绿素 b 和类胡萝卜素)遥感能力的潜力,并为叶片光学性质建模的未来改进提供了框架。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验