Sun-Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements

Miao, Guofang; Guan, Kaiyu; Yang, Xi; Bernacchi, Carl J.; Berry, Joseph A.; DeLucia, Evan H.; Wu, Jin; Moore, Caitlin E.; Meacham, Katherine; Cai, Yaping; Peng, Bin; Kimm, Hyungsuk; Masters, Michael D.

doi:10.1002/2017JG004180

Title: Sun-Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements

Journal Article · 29 January 2018 · Journal of Geophysical Research. Biogeosciences

DOI: https://doi.org/10.1002/2017JG004180 · OSTI ID:1425085

^[1]; Guan, Kaiyu ^[2];

^[3]; Bernacchi, Carl J. ^[4]; Berry, Joseph A. ^[5];

^[6]; Wu, Jin ^[7]; Moore, Caitlin E. ^[8]; Meacham, Katherine ^[8]; Cai, Yaping ^[9];

^[10]; Kimm, Hyungsuk ^[1]; Masters, Michael D. ^[6]

Univ. of Illinois, Urbana, IL (United States). Dept. of Natural Resources and Environmental Sciences
Univ. of Illinois, Urbana, IL (United States). Dept. of Natural Resources and Environmental Sciences. National Center of Supercomputing Applications
Univ. of Virginia, Charlottesville, VA (United States). Dept. of Environmental Sciences
Univ. of Illinois, Urbana, IL (United States). Dept. of Plant Biology. Carl R. Woese Inst. for Genomic Biology; USDA ARS Global Change and Photosynthesis Research Unit, Urbana, IL (United States)
Carnegie Inst. for Science, Stanford, CA (United States). Dept. of Global Ecology
Univ. of Illinois, Urbana, IL (United States). Dept. of Plant Biology. Carl R. Woese Inst. for Genomic Biology. Inst. for Sustainability, Energy, and Environment
Brookhaven National Lab. (BNL), Upton, NY (United States). Environmental and Climate Sciences Dept.
Univ. of Illinois, Urbana, IL (United States). Dept. of Plant Biology. Carl R. Woese Inst. for Genomic Biology
Univ. of Illinois, Urbana, IL (United States). Dept. of Geography and Geographic Information Science
Univ. of Illinois, Urbana, IL (United States). National Center of Supercomputing Applications

Recent development of sun-induced chlorophyll fluorescence (SIF) technology is stimulating studies to remotely approximate canopy photosynthesis (measured as gross primary production, GPP). While multiple applications have advanced the empirical relationship between GPP and SIF, mechanistic understanding of this relationship is still limited. GPP:SIF relationship, using the standard light use efficiency framework, is determined by absorbed photosynthetically active radiation (APAR) and the relationship between photosynthetic light use efficiency (LUE) and fluorescence yield (SIF_y). While previous studies have found that APAR is the dominant factor of the GPP:SIF relationship, the LUE:SIF_y relationship remains unclear. For a better understanding of the LUE:SIF_y relationship, in this paper we deployed a ground-based system (FluoSpec2), with an eddy-covariance flux tower at a soybean field in the Midwestern U.S. during the 2016 growing season to collect SIF and GPP data simultaneously. With the measurements categorized by plant growth stages, light conditions, and time scales, we confirmed that a strong positive GPP:SIF relationship was dominated by an even stronger linear SIF:APAR relationship. By normalizing both GPP and SIF by APAR, we found that under sunny conditions our soybean field exhibited a clear positive SIF_y:APAR relationship and a weak negative LUE:SIF_y relationship, opposite to the positive LUE:SIF_y relationship reported previously in other ecosystems. Our study provides a first continuous SIF record over multiple growth stages for agricultural systems and reveals a distinctive pattern related to the LUE:SIF_y relationship compared with previous work. Finally, the observed positive relationship of SIF_y:APAR at the soybean site provides new insights of the previous understanding on the SIF's physiological implications.

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Research Organization:: Univ. of Illinois at Urbana-Champaign, IL (United States); Brookhaven National Laboratory (BNL), Upton, NY (United States)

Sponsoring Organization:: USDOE Advanced Research Projects Agency - Energy (ARPA-E); USDOE Office of Science (SC); National Aeronautics and Space Administration (NASA)

Grant/Contract Number:: SC0012704; NNX16AI56G; 80NSSC17K0110; AR0000598

OSTI ID:: 1425085

Alternate ID(s):: OSTI ID: 1467907

Report Number(s):: BNL-203265-2018-JAAM

Journal Information:: Journal of Geophysical Research. Biogeosciences, Vol. 123, Issue 2; ISSN 2169-8953

Publisher:: American Geophysical UnionCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 128 works

Citation information provided by
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References (72)

Scientific and technical challenges in remote sensing of plant canopy reflectance and fluorescence Malenovský, Zbyněk; Mishra, Kumud Bandhu; Zemek, František Journal of Experimental Botany, Vol. 60, Issue 11 https://doi.org/10.1093/jxb/erp156	journal	May 2009
Continuous and long-term measurements of reflectance and sun-induced chlorophyll fluorescence by using novel automated field spectroscopy systems Cogliati, S.; Rossini, M.; Julitta, T. Remote Sensing of Environment, Vol. 164 https://doi.org/10.1016/j.rse.2015.03.027	journal	July 2015
Measurement and Analysis of Bidirectional SIF Emissions in Wheat Canopies Liu, Liangyun; Liu, Xinjie; Wang, Zhihui IEEE Transactions on Geoscience and Remote Sensing, Vol. 54, Issue 5 https://doi.org/10.1109/TGRS.2015.2504089	journal	May 2016
Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence Guanter, L.; Zhang, Y.; Jung, M. Proceedings of the National Academy of Sciences, Vol. 111, Issue 14 https://doi.org/10.1073/pnas.1320008111	journal	March 2014
Sun-induced fluorescence - a new probe of photosynthesis: First maps from the imaging spectrometer HyPlant Rascher, U.; Alonso, L.; Burkart, A. Global Change Biology, Vol. 21, Issue 12 https://doi.org/10.1111/gcb.13017	journal	September 2015
A Field Platform for Continuous Measurement of Canopy Fluorescence Daumard, Fabrice; Champagne, Sébastien; Fournier, Antoine IEEE Transactions on Geoscience and Remote Sensing, Vol. 48, Issue 9 https://doi.org/10.1109/TGRS.2010.2046420	journal	September 2010
Improving the monitoring of crop productivity using spaceborne solar-induced fluorescence Guan, Kaiyu; Berry, Joseph A.; Zhang, Yongguang Global Change Biology, Vol. 22, Issue 2 https://doi.org/10.1111/gcb.13136	journal	November 2015
Effect of canopy structure on sun-induced chlorophyll fluorescence Fournier, A.; Daumard, F.; Champagne, S. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 68 https://doi.org/10.1016/j.isprsjprs.2012.01.003	journal	March 2012
Gross primary production and ecosystem respiration of irrigated maize and irrigated soybean during a growing season Suyker, Andrew E.; Verma, Shashi B.; Burba, George G. Agricultural and Forest Meteorology, Vol. 131, Issue 3-4 https://doi.org/10.1016/j.agrformet.2005.05.007	journal	August 2005
Remote sensing of sun-induced fluorescence to improve modeling of diurnal courses of gross primary production (GPP): RS OF SUN-INDUCED FLUORESCENCE TO IMPROVE MODELING OF GPP Damm, Alexander; Elbers, Jan; Erler, AndrÃ Global Change Biology, Vol. 16, Issue 1 https://doi.org/10.1111/j.1365-2486.2009.01908.x	journal	January 2010
A method for simulating the direct solar radiation regime in sunflower, jerusalem artichoke, corn and soybean canopies using actual stand structure data Lemeur, Raoul Agricultural Meteorology, Vol. 12 https://doi.org/10.1016/0002-1571(73)90022-8	journal	January 1973
First observations of global and seasonal terrestrial chlorophyll fluorescence from space Joiner, J.; Yoshida, Y.; Vasilkov, A. P. Biogeosciences, Vol. 8, Issue 3 https://doi.org/10.5194/bg-8-637-2011	journal	January 2011
Sun-induced chlorophyll fluorescence and photochemical reflectance index improve remote-sensing gross primary production estimates under varying nutrient availability in a typical Mediterranean savanna ecosystem Perez-Priego, O.; Guan, J.; Rossini, M. Biogeosciences, Vol. 12, Issue 21 https://doi.org/10.5194/bg-12-6351-2015	journal	January 2015
Correction of flux measurements for density effects due to heat and water vapour transfer Webb, E. K.; Pearman, G. I.; Leuning, R. Quarterly Journal of the Royal Meteorological Society, Vol. 106, Issue 447, p. 85-100 https://doi.org/10.1002/qj.49710644707	journal	January 1980
Sunflecks and Photosynthesis in Plant Canopies Pearcy, R. W. Annual Review of Plant Physiology and Plant Molecular Biology, Vol. 41, Issue 1 https://doi.org/10.1146/annurev.pp.41.060190.002225	journal	June 1990
CEFLES2: the remote sensing component to quantify photosynthetic efficiency from the leaf to the region by measuring sun-induced fluorescence in the oxygen absorption bands Rascher, U.; Agati, G.; Alonso, L. Biogeosciences, Vol. 6, Issue 7 https://doi.org/10.5194/bg-6-1181-2009	journal	January 2009
Partitioning solar radiation into direct and diffuse, visible and near-infrared components Weiss, A.; Norman, J. M. Agricultural and Forest Meteorology, Vol. 34, Issue 2-3 https://doi.org/10.1016/0168-1923(85)90020-6	journal	April 1985
Remote sensing of solar-induced chlorophyll fluorescence: Review of methods and applications Meroni, M.; Rossini, M.; Guanter, L. Remote Sensing of Environment, Vol. 113, Issue 10 https://doi.org/10.1016/j.rse.2009.05.003	journal	October 2009
Multiscale analyses of solar-induced florescence and gross primary production: Multiscale GPP-SIF RELATIONS Wood, Jeffrey D.; Griffis, Timothy J.; Baker, John M. Geophysical Research Letters, Vol. 44, Issue 1 https://doi.org/10.1002/2016GL070775	journal	January 2017
Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera Zarco-Tejada, P. J.; González-Dugo, V.; Berni, J. A. J. Remote Sensing of Environment, Vol. 117 https://doi.org/10.1016/j.rse.2011.10.007	journal	February 2012
New developments in the remote estimation of the fraction of absorbed photosynthetically active radiation in crops: REMOTE ESTIMATION OF FAPAR IN CROPS Viña, Andrés; Gitelson, Anatoly A. Geophysical Research Letters, Vol. 32, Issue 17 https://doi.org/10.1029/2005GL023647	journal	September 2005
Far-red sun-induced chlorophyll fluorescence shows ecosystem-specific relationships to gross primary production: An assessment based on observational and modeling approaches Damm, A.; Guanter, L.; Paul-Limoges, E. Remote Sensing of Environment, Vol. 166 https://doi.org/10.1016/j.rse.2015.06.004	journal	September 2015
New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity: CHLOROPHYLL FLUORESCENCE FROM SPACE Frankenberg, Christian; Fisher, Joshua B.; Worden, John Geophysical Research Letters, Vol. 38, Issue 17 https://doi.org/10.1029/2011GL048738	journal	September 2011
Imaging chlorophyll fluorescence with an airborne narrow-band multispectral camera for vegetation stress detection Zarco-Tejada, P. J.; Berni, J. A. J.; Suárez, L. Remote Sensing of Environment, Vol. 113, Issue 6 https://doi.org/10.1016/j.rse.2009.02.016	journal	June 2009
Solar-induced chlorophyll fluorescence that correlates with canopy photosynthesis on diurnal and seasonal scales in a temperate deciduous forest: Fluorescence and photosynthesis Yang, Xi; Tang, Jianwu; Mustard, John F. Geophysical Research Letters, Vol. 42, Issue 8 https://doi.org/10.1002/2015GL063201	journal	April 2015
High resolution field spectroscopy measurements for estimating gross ecosystem production in a rice field Rossini, Micol; Meroni, Michele; Migliavacca, Mirco Agricultural and Forest Meteorology, Vol. 150, Issue 9 https://doi.org/10.1016/j.agrformet.2010.05.011	journal	August 2010
Stage of Development Descriptions for Soybeans, Glycine Max (L.) Merrill1 Fehr, W. R.; Caviness, C. E.; Burmood, D. T. Crop Science, Vol. 11, Issue 6 https://doi.org/10.2135/cropsci1971.0011183X001100060051x	journal	January 1971
Red and photographic infrared linear combinations for monitoring vegetation Tucker, Compton J. Remote Sensing of Environment, Vol. 8, Issue 2 https://doi.org/10.1016/0034-4257(79)90013-0	journal	May 1979
A system to measure surface fluxes of momentum, sensible heat, water vapour and carbon dioxide Moncrieff, J. B.; Massheder, J. M.; de Bruin, H. Journal of Hydrology, Vol. 188-189 https://doi.org/10.1016/S0022-1694(96)03194-0	journal	February 1997
FLD-based retrieval of sun-induced chlorophyll fluorescence from medium spectral resolution airborne spectroscopy data Damm, A.; Guanter, L.; Laurent, V. C. E. Remote Sensing of Environment, Vol. 147 https://doi.org/10.1016/j.rse.2014.03.009	journal	May 2014
Sun-induced chlorophyll fluorescence from high-resolution imaging spectroscopy data to quantify spatio-temporal patterns of photosynthetic function in crop canopies: Sun-induced fluorescence in crop canopies Pinto, Francisco; Damm, Alexander; Schickling, Anke Plant, Cell & Environment, Vol. 39, Issue 7 https://doi.org/10.1111/pce.12710	journal	March 2016
Detection of water stress in orchard trees with a high-resolution spectrometer through chlorophyll fluorescence in-filling of the O/sub 2/-A band Perez-Priego, O.; Zarco-Tejada, P. J.; Miller, J. R. IEEE Transactions on Geoscience and Remote Sensing, Vol. 43, Issue 12 https://doi.org/10.1109/TGRS.2005.857906	journal	December 2005
The influence of drought and heat stress on long-term carbon fluxes of bioenergy crops grown in the Midwestern USA: Drought effect on carbon fluxes Joo, Eva; Hussain, Mir Zaman; Zeri, Marcelo Plant, Cell & Environment, Vol. 39, Issue 9 https://doi.org/10.1111/pce.12751	journal	June 2016
Remote sensing of sunlight-induced chlorophyll fluorescence and reflectance of Scots pine in the boreal forest during spring recovery Louis, Juliette; Ounis, Abderrahmane; Ducruet, Jean-Marc Remote Sensing of Environment, Vol. 96, Issue 1 https://doi.org/10.1016/j.rse.2005.01.013	journal	May 2005
Estimation of vegetation photosynthetic capacity from space-based measurements of chlorophyll fluorescence for terrestrial biosphere models Zhang, Yongguang; Guanter, Luis; Berry, Joseph A. Global Change Biology, Vol. 20, Issue 12 https://doi.org/10.1111/gcb.12664	journal	August 2014
Light-driven leaf movements* Koller, D. Plant, Cell and Environment, Vol. 13, Issue 7 https://doi.org/10.1111/j.1365-3040.1990.tb01079.x	journal	September 1990
Meta-analysis assessing potential of steady-state chlorophyll fluorescence for remote sensing detection of plant water, temperature and nitrogen stress Ač, Alexander; Malenovský, Zbyněk; Olejníčková, Julie Remote Sensing of Environment, Vol. 168 https://doi.org/10.1016/j.rse.2015.07.022	journal	October 2015
Linking chlorophyll a fluorescence to photosynthesis for remote sensing applications: mechanisms and challenges Porcar-Castell, Albert; Tyystjärvi, Esa; Atherton, Jon Journal of Experimental Botany, Vol. 65, Issue 15 https://doi.org/10.1093/jxb/eru191	journal	May 2014
Spatio-temporal patterns of chlorophyll fluorescence and physiological and structural indices acquired from hyperspectral imagery as compared with carbon fluxes measured with eddy covariance Zarco-Tejada, P. J.; Morales, A.; Testi, L. Remote Sensing of Environment, Vol. 133 https://doi.org/10.1016/j.rse.2013.02.003	journal	June 2013
Non-Photochemical Quenching. A Response to Excess Light Energy Müller, Patricia; Li, Xiao-Ping; Niyogi, Krishna K. Plant Physiology, Vol. 125, Issue 4 https://doi.org/10.1104/pp.125.4.1558	journal	April 2001
Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation Papale, D.; Reichstein, M.; Aubinet, M. Biogeosciences, Vol. 3, Issue 4 https://doi.org/10.5194/bg-3-571-2006	journal	January 2006
Disentangling chlorophyll fluorescence from atmospheric scattering effects in O ₂ A-band spectra of reflected sun-light : REMOTE SENSING OF CHLOROPHYLL FLUORESCENCE Frankenberg, C.; Butz, A.; Toon, G. C. Geophysical Research Letters, Vol. 38, Issue 3 https://doi.org/10.1029/2010GL045896	journal	February 2011
Can we measure terrestrial photosynthesis from space directly, using spectral reflectance and fluorescence? Grace, J.; Nichol, C.; Disney, M. Global Change Biology, Vol. 13, Issue 7 https://doi.org/10.1111/j.1365-2486.2007.01352.x	journal	July 2007
A temperature-controlled spectrometer system for continuous and unattended measurements of canopy spectral radiance and reflectance Drolet, Guillaume; Wade, Tom; Nichol, Caroline J. International Journal of Remote Sensing, Vol. 35, Issue 5 https://doi.org/10.1080/01431161.2014.882035	journal	February 2014
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm Reichstein, Markus; Falge, Eva; Baldocchi, Dennis Global Change Biology, Vol. 11, Issue 9 https://doi.org/10.1111/j.1365-2486.2005.001002.x	journal	September 2005
Comparison of different vegetation indices for the remote assessment of green leaf area index of crops Viña, Andrés; Gitelson, Anatoly A.; Nguy-Robertson, Anthony L. Remote Sensing of Environment, Vol. 115, Issue 12 https://doi.org/10.1016/j.rse.2011.08.010	journal	December 2011
Directly estimating diurnal changes in GPP for C3 and C4 crops using far-red sun-induced chlorophyll fluorescence Liu, Liangyun; Guan, Linlin; Liu, Xinjie Agricultural and Forest Meteorology, Vol. 232 https://doi.org/10.1016/j.agrformet.2016.06.014	journal	January 2017
The use of remote sensing in light use efficiency based models of gross primary production: A review of current status and future requirements Hilker, Thomas; Coops, Nicholas C.; Wulder, Michael A. Science of The Total Environment, Vol. 404, Issue 2-3 https://doi.org/10.1016/j.scitotenv.2007.11.007	journal	October 2008
Climate and the Efficiency of Crop Production in Britain [and Discussion] Monteith, J. L.; Moss, C. J. Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 281, Issue 980 https://doi.org/10.1098/rstb.1977.0140	journal	November 1977
Quantitative estimation of chlorophyll-a using reflectance spectra: Experiments with autumn chestnut and maple leaves Gitelson, Anatoly; Merzlyak, Mark N. Journal of Photochemistry and Photobiology B: Biology, Vol. 22, Issue 3 https://doi.org/10.1016/1011-1344(93)06963-4	journal	March 1994
Photosynthetic fluorescence, from molecule to planet Schlau-Cohen, Gabriela S.; Berry, Joseph Physics Today, Vol. 68, Issue 9 https://doi.org/10.1063/PT.3.2924	journal	September 2015
Carbon exchange by establishing biofuel crops in Central Illinois Zeri, Marcelo; Anderson-Teixeira, Kristina; Hickman, George Agriculture, Ecosystems & Environment, Vol. 144, Issue 1 https://doi.org/10.1016/j.agee.2011.09.006	journal	November 2011
Productivity, absorbed photosynthetically active radiation, and light use efficiency in crops: Implications for remote sensing of crop primary production Gitelson, Anatoly A.; Peng, Yi; Arkebauer, Timothy J. Journal of Plant Physiology, Vol. 177 https://doi.org/10.1016/j.jplph.2014.12.015	journal	April 2015
A model for chlorophyll fluorescence and photosynthesis at leaf scale van der Tol, C.; Verhoef, W.; Rosema, A. Agricultural and Forest Meteorology, Vol. 149, Issue 1 https://doi.org/10.1016/j.agrformet.2008.07.007	journal	January 2009
Direct and Indirect Estimation of Leaf Area Index, fAPAR, and Net Primary Production of Terrestrial Ecosystems Gower, Stith T.; Kucharik, Chris J.; Norman, John M. Remote Sensing of Environment, Vol. 70, Issue 1 https://doi.org/10.1016/S0034-4257(99)00056-5	journal	October 1999
A cross-biome comparison of daily light use efficiency for gross primary production Turner, David P.; Urbanski, Shawn; Bremer, Dale Global Change Biology, Vol. 9, Issue 3 https://doi.org/10.1046/j.1365-2486.2003.00573.x	journal	March 2003
Global monitoring of terrestrial chlorophyll fluorescence from moderate-spectral-resolution near-infrared satellite measurements: methodology, simulations, and application to GOME-2 Joiner, J.; Guanter, L.; Lindstrot, R. Atmospheric Measurement Techniques, Vol. 6, Issue 10 https://doi.org/10.5194/amt-6-2803-2013	journal	January 2013
Model-based analysis of the relationship between sun-induced chlorophyll fluorescence and gross primary production for remote sensing applications Zhang, Yongguang; Guanter, Luis; Berry, Joseph A. Remote Sensing of Environment, Vol. 187 https://doi.org/10.1016/j.rse.2016.10.016	journal	December 2016
Canopy near-infrared reflectance and terrestrial photosynthesis Badgley, Grayson; Field, Christopher B.; Berry, Joseph A. Science Advances, Vol. 3, Issue 3 https://doi.org/10.1126/sciadv.1602244	journal	March 2017
Photosynthesis, Light Use Efficiency, and Yield of Reduced-Chlorophyll Soybean Mutants in Field Conditions Slattery, Rebecca A.; VanLoocke, Andy; Bernacchi, Carl J. Frontiers in Plant Science, Vol. 8 https://doi.org/10.3389/fpls.2017.00549	journal	April 2017
Refining light-use efficiency calculations for a deciduous forest canopy using simultaneous tower-based carbon flux and radiometric measurements Jenkins, J. P.; Richardson, A. D.; Braswell, B. H. Agricultural and Forest Meteorology, Vol. 143, Issue 1-2 https://doi.org/10.1016/j.agrformet.2006.11.008	journal	March 2007
Leaf chlorophyll fluorescence corrected for re-absorption by means of absorption and reflectance measurements Gitelson, Anatoly A.; Buschmann, Claus; Lichtenthaler, Hartmut K. Journal of Plant Physiology, Vol. 152, Issue 2-3 https://doi.org/10.1016/S0176-1617(98)80143-0	journal	January 1998
Response of Canopy Solar-Induced Chlorophyll Fluorescence to the Absorbed Photosynthetically Active Radiation Absorbed by Chlorophyll Du, Shanshan; Liu, Liangyun; Liu, Xinjie Remote Sensing, Vol. 9, Issue 9 https://doi.org/10.3390/rs9090911	journal	September 2017
Sunflecks And Photosynthesis In Plant Canopies Pearcy, R. Annual Review of Plant Physiology and Plant Molecular Biology, Vol. 41, Issue 1 https://doi.org/10.1146/annurev.arplant.41.1.421	journal	January 1990
Global monitoring of terrestrial chlorophyll fluorescence from moderate spectral resolution near-infrared satellite measurements: methodology, simulations, and application to GOME-2 Joiner, J.; Guanter, L.; Lindstrot, R. Atmospheric Measurement Techniques Discussions, Vol. 6, Issue 2 https://doi.org/10.5194/amtd-6-3883-2013	journal	January 2013
Sun-induced chlorophyll fluorescence from high-resolution imaging spectroscopy data to quantify spatio-temporal patterns of photosynthetic function in crop canopies Pinto, Francisco; Damm, Alexander; Schickling, Anke Wiley-Blackwell Publishing, Inc. https://doi.org/10.5167/uzh-127022	text	January 2016
Scientific and technical challenges in remote sensing of plant canopy reflectance and fluorescence Malenovský, Z.; Mishra, K. B.; Zemek, F. Oxford University Press https://doi.org/10.5167/uzh-20812	text	January 2009
Far-red sun-induced chlorophyll fluorescence shows ecosystem-specific relationships to gross primary production: an assessment based on observational and modeling approaches Damm, Alexander; Guanter, Luis; Paul-Limoges, Eugénie Elsevier https://doi.org/10.5167/uzh-113208	text	January 2015
FLD-based retrieval of sun-induced chlorophyll fluorescence from medium spectral resolution airborne spectroscopy data Damm, Alexander; Guanter, Luis; Laurent, Valérie C. E. Elsevier https://doi.org/10.5167/uzh-96028	text	January 2014
CEFLES2: the remote sensing component to quantify photosynthetic efficiency from the leaf to the region by measuring sun-induced fluorescence in the oxygen absorption bands Rascher, U.; Agati, G.; Alonso, L. Biogeosciences Discussions, Vol. 6, Issue 1 https://doi.org/10.5194/bgd-6-2217-2009	journal	January 2009
Sun-induced fluorescence - a new probe of photosynthesis: First maps from the imaging spectrometer HyPlant Rascher, Uwe; Alonso, L.; Burkart, Andreas Wiley-Blackwell Publishing, Inc. https://doi.org/10.5167/uzh-117074	text	January 2015
Remote sensing of sun-induced fluorescence to improve modeling of diurnal courses of gross primary production (GPP) Damm, A.; Erler, A.; Gioli, B. Wiley-Blackwell https://doi.org/10.5167/uzh-21071	text	January 2010

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