Prospects for Solar-Induced Chlorophyll Fluorescence Remote Sensing from the SIFIS Payload Onboard the TECIS-1 Satellite

遥感学报 Pub Date : 2022-09-23 DOI:10.34133/2022/9845432
Shanshan Du, Xinjie Liu, Jidai Chen, Liangyun Liu
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引用次数: 4

Abstract

The importance of solar-induced chlorophyll fluorescence (SIF) to monitoring vegetation photosynthesis has attracted much attention from the ecological and remote sensing research communities. Space-borne SIF products have been obtained owing to the rapid development of atmospheric satellites in recent years. The SIF Imaging Spectrometer (SIFIS) is a payload onboard the upcoming Terrestrial Ecosystem Carbon Inventory Satellite (TECIS-1) that is specifically designed for SIF monitoring. We conducted an in situ experiment to evaluate the performance of SIFIS on spectral measurement and SIF retrieval through comparison to the commercial spectrometer QE Pro. Disregarding the spatiotemporal mismatch between the collected measurements of the two spectrometers, the radiance spectra obtained synchronously by SIFIS and QE Pro showed a high level of consistency. The SIF retrieval, normalized difference vegetation index (NDVI), and near-infrared radiance of vegetation (NIRvR) results for a push-broom image shows consistent spatial distributions over both vegetated and nonvegetated surfaces. A quantitative comparison was conducted by strictly filtering matching pixels. For the far-red band, a high correlation was obtained between the SIF retrieval performances of SIFIS and QE Pro with R2=0.70 and RMSE=0.30 mW m−2 sr−−1 nm−1. However, a relatively poor correlation was observed for the red band with an R2 value of 0.23 and an RMSE of 0.26 mWm−2sr-−1nm−1. Despite the large uncertainties associated with this experiment, the results indicate that TECIS-1 should offer a reliable SIF monitoring performance after its launch.
太阳诱导叶绿素荧光遥感技术在TECIS-1卫星上的应用前景
太阳诱导的叶绿素荧光(SIF)在植被光合作用监测中的重要性已引起生态和遥感研究界的广泛关注。近年来,由于大气卫星的快速发展,星载SIF产品得到了广泛的应用。SIF成像光谱仪(SIFIS)是即将发射的陆地生态系统碳清单卫星(TECIS-1)上的有效载荷,专为SIF监测而设计。我们进行了原位实验,通过与商用光谱仪QE Pro的比较,来评估SIFIS在光谱测量和SIF检索方面的性能。在不考虑两种光谱仪采集数据的时空不匹配的情况下,SIFIS和QE Pro同步获得的辐射光谱具有较高的一致性。推扫帚图像的SIF检索、归一化植被指数(NDVI)和植被近红外辐射(NIRvR)结果显示,植被和非植被表面的空间分布一致。通过严格过滤匹配像素进行定量比较。在远红波段,SIFIS与QE Pro的SIF检索性能具有较高的相关性,R2=0.70, RMSE=0.30 mW m−2 sr−−1 nm−1。然而,红色波段的相关性相对较差,R2值为0.23,RMSE为0.26 mWm - 2sr- - 1nm - 1。尽管该实验存在很大的不确定性,但结果表明,TECIS-1在发射后应该提供可靠的SIF监测性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
遥感学报
遥感学报 Social Sciences-Geography, Planning and Development
CiteScore
3.60
自引率
0.00%
发文量
3200
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