利用Tropomi在Sentinel-5前体上获取太阳诱导叶绿素荧光的红光谱峰

Feng Zhao, Jun Zhao, Weiwei Ma, Yanbo Huang, Ratchanon Naksomboon, Zhenjiang Li
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引用次数: 1

摘要

太阳诱导的叶绿素荧光(SIF)是叶绿素分子吸收太阳辐射后发出的信号。SIF与植被的光合活性密切相关,可以作为植物光合状态的一个指标。从星载测量中获取的SIF可以提供地表目标的天气性视角。最近发射的哨兵5号前体上的对流层监测仪器(TROPOMI)以前所未有的时空分辨率为SIF的检索提供了数据集。在这项研究中,我们实现了一种数据驱动的方法来检索troomi测量的红色光谱峰的SIF。我们选择了669到686 nm的检索窗口,这是TROPOMI波段5的一个子集,因为这个波长范围不受大气吸收,并且覆盖了几个太阳弗劳恩霍夫谱线。初步反演结果表明,通过正演模型建立的光谱在TROPOMI的拟合窗口内与实测光谱拟合较好。2019年6月3日至13日从TROPOMI测量中提取的685 nm红色SIF的全球复合数据显示,世界不同地区的数值与预期的一样高和低。与独立的远红色TROPOMI SIF产品、由TROPOMI的视反射率因子计算的归一化差异植被指数和中分辨率成像光谱仪总初级生产力产品的比较显示出相似的空间格局,这证实了红色TROPOMI SIF能够提供一个合理的工具来绘制全球不同地区的植物生产力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Retrieval of Solar-Induced Chlorophyll Fluorescence at Red Spectral Peak with Tropomi on Sentinel-5 Precursor
Solar-Induced chlorophyll Fluorescence (SIF) is a signal emitted by chlorophyll molecules after the absorption of solar radiation. SIF is closely related with the photosynthetic activity of vegetation, and it could be used as an indicator of photosynthetic status. SIF retrieved from spaceborne measurements can provide a synoptic perspective of the surface targets. The recently launched TROPOspheric Monitoring Instrument (TROPOMI) on board of Sentinel-5 precursor provides dataset for the retrieval of SIF with an unprecedented resolution in spatial and temporal dimensions. In this study, we implemented a data-driven approach to retrieval of SIF at red spectral peak measured from TROPOMI. We chose a retrieval window ranging from 669 to 686 nm, a subset of TROPOMI's band 5 because this wavelength range is free from atmospheric absorption and covers several solar Fraunhofer lines. Preliminary retrieval results indicated that the modeled spectra through the forward model accurately fit the measured spectra within the fitting window of TROPOMI. Global composites of the red SIF at 685 nm extracted from TROPOMI measurement on 3–13 June, 2019, show reasonably high and low values as expected in different parts of the world. Comparisons with independent far-red TROPOMI SIF product, Normalized difference vegetation index calculated from TROPOMI's apparent reflectance factors, and Moderate Resolution Imaging Spectroradiometer gross primary productivity product show similar spatial patterns, which confirms that the red TROPOMI SIF is able to provide a reasonable tool to map plant productivity across different regions of the globe.
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