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HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence

Solar-induced chlorophyll fluorescence (SIF) is used as a proxy of photosynthetic efficiency. However, interpreting top-of-canopy (TOC) SIF in relation to photosynthesis remains challenging due to the distortion introduced by the canopy’s structural effects (i.e., fluorescence re-absorption, sunlit-...

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Autores principales: Peng, Huaiyue, Cendrero-Mateo, Maria Pilar, Bendig, Juliane, Siegmann, Bastian, Acebron, Kelvin, Kneer, Caspar, Kataja, Kari, Muller, Onno, Rascher, Uwe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740991/
https://www.ncbi.nlm.nih.gov/pubmed/36502141
http://dx.doi.org/10.3390/s22239443
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author Peng, Huaiyue
Cendrero-Mateo, Maria Pilar
Bendig, Juliane
Siegmann, Bastian
Acebron, Kelvin
Kneer, Caspar
Kataja, Kari
Muller, Onno
Rascher, Uwe
author_facet Peng, Huaiyue
Cendrero-Mateo, Maria Pilar
Bendig, Juliane
Siegmann, Bastian
Acebron, Kelvin
Kneer, Caspar
Kataja, Kari
Muller, Onno
Rascher, Uwe
author_sort Peng, Huaiyue
collection PubMed
description Solar-induced chlorophyll fluorescence (SIF) is used as a proxy of photosynthetic efficiency. However, interpreting top-of-canopy (TOC) SIF in relation to photosynthesis remains challenging due to the distortion introduced by the canopy’s structural effects (i.e., fluorescence re-absorption, sunlit-shaded leaves, etc.) and sun–canopy–sensor geometry (i.e., direct radiation infilling). Therefore, ground-based, high-spatial-resolution data sets are needed to characterize the described effects and to be able to downscale TOC SIF to the leafs where the photosynthetic processes are taking place. We herein introduce HyScreen, a ground-based push-broom hyperspectral imaging system designed to measure red ([Formula: see text]) and far-red ([Formula: see text]) SIF and vegetation indices from TOC with single-leaf spatial resolution. This paper presents measurement protocols, the data processing chain and a case study of SIF retrieval. Raw data from two imaging sensors were processed to top-of-canopy radiance by dark-current correction, radiometric calibration, and empirical line correction. In the next step, the improved Fraunhofer line descrimination (iFLD) and spectral-fitting method (SFM) were used for SIF retrieval, and vegetation indices were calculated. With the developed protocol and data processing chain, we estimated a signal-to-noise ratio (SNR) between 50 and 200 from reference panels with reflectance from 5% to 95% and noise equivalent radiance (NER) of 0.04 (5%) to 0.18 (95%) mW m [Formula: see text] sr [Formula: see text] nm [Formula: see text]. The results from the case study showed that non-vegetation targets had SIF values close to 0 mW m [Formula: see text] sr [Formula: see text] nm [Formula: see text] , whereas vegetation targets had a mean [Formula: see text] of 1.13 and [Formula: see text] of 1.96 mW m [Formula: see text] sr [Formula: see text] nm [Formula: see text] from the SFM method. HyScreen showed good performance for SIF retrievals at both [Formula: see text] and [Formula: see text]; nevertheless, we recommend further adaptations to correct for the effects of noise, varying illumination and sensor optics. In conclusion, due to its high spatial resolution, Hyscreen is a promising tool for investigating the relationship between leafs and TOC SIF as well as their relationship with plants’ photosynthetic capacity.
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spelling pubmed-97409912022-12-11 HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence Peng, Huaiyue Cendrero-Mateo, Maria Pilar Bendig, Juliane Siegmann, Bastian Acebron, Kelvin Kneer, Caspar Kataja, Kari Muller, Onno Rascher, Uwe Sensors (Basel) Article Solar-induced chlorophyll fluorescence (SIF) is used as a proxy of photosynthetic efficiency. However, interpreting top-of-canopy (TOC) SIF in relation to photosynthesis remains challenging due to the distortion introduced by the canopy’s structural effects (i.e., fluorescence re-absorption, sunlit-shaded leaves, etc.) and sun–canopy–sensor geometry (i.e., direct radiation infilling). Therefore, ground-based, high-spatial-resolution data sets are needed to characterize the described effects and to be able to downscale TOC SIF to the leafs where the photosynthetic processes are taking place. We herein introduce HyScreen, a ground-based push-broom hyperspectral imaging system designed to measure red ([Formula: see text]) and far-red ([Formula: see text]) SIF and vegetation indices from TOC with single-leaf spatial resolution. This paper presents measurement protocols, the data processing chain and a case study of SIF retrieval. Raw data from two imaging sensors were processed to top-of-canopy radiance by dark-current correction, radiometric calibration, and empirical line correction. In the next step, the improved Fraunhofer line descrimination (iFLD) and spectral-fitting method (SFM) were used for SIF retrieval, and vegetation indices were calculated. With the developed protocol and data processing chain, we estimated a signal-to-noise ratio (SNR) between 50 and 200 from reference panels with reflectance from 5% to 95% and noise equivalent radiance (NER) of 0.04 (5%) to 0.18 (95%) mW m [Formula: see text] sr [Formula: see text] nm [Formula: see text]. The results from the case study showed that non-vegetation targets had SIF values close to 0 mW m [Formula: see text] sr [Formula: see text] nm [Formula: see text] , whereas vegetation targets had a mean [Formula: see text] of 1.13 and [Formula: see text] of 1.96 mW m [Formula: see text] sr [Formula: see text] nm [Formula: see text] from the SFM method. HyScreen showed good performance for SIF retrievals at both [Formula: see text] and [Formula: see text]; nevertheless, we recommend further adaptations to correct for the effects of noise, varying illumination and sensor optics. In conclusion, due to its high spatial resolution, Hyscreen is a promising tool for investigating the relationship between leafs and TOC SIF as well as their relationship with plants’ photosynthetic capacity. MDPI 2022-12-02 /pmc/articles/PMC9740991/ /pubmed/36502141 http://dx.doi.org/10.3390/s22239443 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Peng, Huaiyue
Cendrero-Mateo, Maria Pilar
Bendig, Juliane
Siegmann, Bastian
Acebron, Kelvin
Kneer, Caspar
Kataja, Kari
Muller, Onno
Rascher, Uwe
HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence
title HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence
title_full HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence
title_fullStr HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence
title_full_unstemmed HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence
title_short HyScreen: A Ground-Based Imaging System for High-Resolution Red and Far-Red Solar-Induced Chlorophyll Fluorescence
title_sort hyscreen: a ground-based imaging system for high-resolution red and far-red solar-induced chlorophyll fluorescence
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740991/
https://www.ncbi.nlm.nih.gov/pubmed/36502141
http://dx.doi.org/10.3390/s22239443
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