Unpacking the drivers of diurnal dynamics of sun-induced chlorophyll fluorescence (SIF): Canopy structure, plant physiology, instrument configuration and retrieval methods

Chang, Christine Y.; Wen, Jiaming; Han, Jimei; Kira, Oz; LeVonne, Julie; Melkonian, Jeffrey; Riha, Susan J.; Skovira, Joseph; Ng, Sharon; Gu, Lianhong; Wood, Jeffrey D.; Näthe, Paul; Sun, Ying

doi:10.1016/j.rse.2021.112672

Unpacking the drivers of diurnal dynamics of sun-induced chlorophyll fluorescence (SIF): Canopy structure, plant physiology, instrument configuration and retrieval methods

Journal Article · Tue Aug 31 00:00:00 EDT 2021 · Remote Sensing of Environment

DOI:https://doi.org/10.1016/j.rse.2021.112672· OSTI ID:1823328

Chang, Christine Y. ^[1]; Wen, Jiaming ^[2]; Han, Jimei ^[2]; Kira, Oz ^[2]; LeVonne, Julie ^[2]; Melkonian, Jeffrey ^[2]; Riha, Susan J. ^[2]; Skovira, Joseph ^[2]; Ng, Sharon ^[2]; Gu, Lianhong ^[3]; Wood, Jeffrey D. ^[4]; Näthe, Paul ^[5]; Sun, Ying ^[2]

US Dept. of Agriculture (USDA), Beltsville, MD (United States); Cornell Univ., Ithaca, NY (United States)
Cornell Univ., Ithaca, NY (United States)
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Univ. of Missouri, Columbia, MO (United States)
JB Hyperspectral Devices GmbH, Düsseldorf (Germany)

Sun-induced chlorophyll fluorescence (SIF) from spaceborne sensors is a promising tool for global carbon cycle monitoring, but its application is constrained by insufficient understanding of the drivers underlying diurnal SIF dynamics. SIF measurements from ground-based towers can reveal diurnal SIF dynamics across biomes and environmental conditions; however, meaningful interpretation of diurnal variations requires disentangling impacts from canopy structure, plant physiology, instrument configuration and retrieval methods, which often interact with and confound each other. This study aims to unpack these drivers using 1) concurrent ground and airborne canopy-scale and leaf-scale measurements at a corn field, 2) a mechanistic SIF model that explicitly considers the dynamics of photochemistry (via the fraction of open photosystem II reaction centers, qL) and photoprotection (via nonphotochemical quenching, NPQ) as well as their interactive dependence on the sub-canopy light environment, and 3) cross-comparison of SIF instrument configurations and retrieval methods. We found that crop row orientations and sun angles can introduce a distinctive midday dip in SIF in absence of stress, due to a midday drop of absorbed photosynthetically active radiation (APAR) when crop rows are north-south oriented. Canopy structure caused distinctive responses in both qL and NPQ at different positions within the vertical canopy that collectively influenced fluorescence quantum yield (Φ_F) at the leaf scale. Once integrated at the canopy scale, diurnal dynamics of both APAR and canopy escape probability (ε) are critical for accurately shaping diurnal SIF variations. While leaf-level qL and NPQ exhibited strong diurnal dynamics, their influence was attenuated at the canopy scale due to opposing effects on SIF at different canopy layers. Furthermore, different system configurations (i.e., bi-hemispherical vs. hemispherical-conical) and retrieval methods can bias the SIF magnitude and distort its diurnal shapes, therefore confounding the interpretation of inherent strength and dynamics of SIF emission. Our findings demonstrate the importance of crop row structures, interactive variations in canopy structure and plant physiology, instrument configuration, and retrieval method in shaping the measured dynamics of diurnal SIF. This study highlights the necessity to account for these factors to accurately interpret satellite SIF, and informs future synthesis work with different SIF instrumentation and retrieval methods across sites.

View Accepted Manuscript (DOE)

Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: National Science Foundation (NSF); UDSA; USDOE Office of Science (SC), Biological and Environmental Research (BER)

Grant/Contract Number:: AC05-00OR22725

OSTI ID:: 1823328

Journal Information:: Remote Sensing of Environment, Journal Name: Remote Sensing of Environment Vol. 265; ISSN 0034-4257

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

References (81)

Models of fluorescence and photosynthesis for interpreting measurements of solar‐induced chlorophyll fluorescence Tol, C.; Berry, J. A.; Campbell, P. K. E. Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 12 https://doi.org/10.1002/2014JG002713	journal	December 2014
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
Testing a land model in ecosystem functional space via a comparison of observed and modeled ecosystem flux responses to precipitation regimes and associated stresses in a Central U.S. forest: Test Model in Ecosystem Functional Space Gu, Lianhong; Pallardy, Stephen G.; Yang, Bai Journal of Geophysical Research: Biogeosciences, Vol. 121, Issue 7 https://doi.org/10.1002/2015JG003302	journal	July 2016
Sun-Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements Miao, Guofang; Guan, Kaiyu; Yang, Xi Journal of Geophysical Research: Biogeosciences, Vol. 123, Issue 2 https://doi.org/10.1002/2017JG004180	journal	February 2018
Photon yield of O2 evolution and chlorophyll fluorescence characteristics at 77 K among vascular plants of diverse origins Bj�rkman, Olle; Demmig, Barbara Planta, Vol. 170, Issue 4 https://doi.org/10.1007/BF00402983	journal	April 1987
A model for describing the light response of the nonphotochemical quenching of chlorophyll fluorescence Serôdio, João; Lavaud, Johann Photosynthesis Research, Vol. 108, Issue 1 https://doi.org/10.1007/s11120-011-9654-0	journal	April 2011
Modeling radiative transfer in mixed and row intercropping systems Sinoquet, Hervé; Bonhomme, Raymond Agricultural and Forest Meteorology, Vol. 62, Issue 3-4 https://doi.org/10.1016/0168-1923(92)90016-W	journal	December 1992
Joint effect of angular distribution of radiation and spatial pattern of trees on radiation interception Lappi, Juha; Stenberg, Pauline Ecological Modelling, Vol. 112, Issue 1 https://doi.org/10.1016/S0304-3800(98)00112-4	journal	October 1998
The relationship between the quantum yield of photosynthetic electron transport and quenching of chlorophyll fluorescence Genty, Bernard; Briantais, Jean-Marie; Baker, Neil R. Biochimica et Biophysica Acta (BBA) - General Subjects, Vol. 990, Issue 1 https://doi.org/10.1016/S0304-4165(89)80016-9	journal	January 1989
Comparisons of radiation use efficiency of mono-/inter-cropping systems with different row orientations Tsubo, M.; Walker, S.; Mukhala, E. Field Crops Research, Vol. 71, Issue 1 https://doi.org/10.1016/S0378-4290(01)00142-3	journal	June 2001
Plant population density, row spacing and hybrid effects on maize canopy architecture and light attenuation Maddonni, G. A.; Otegui, M. E.; Cirilo, A. G. Field Crops Research, Vol. 71, Issue 3 https://doi.org/10.1016/S0378-4290(01)00158-7	journal	July 2001
Radiation interception and use by maize/peanut intercrop canopy Awal, M. A.; Koshi, H.; Ikeda, T. Agricultural and Forest Meteorology, Vol. 139, Issue 1-2 https://doi.org/10.1016/j.agrformet.2006.06.001	journal	September 2006
Vineyard row orientation of Vitis vinifera L. cv. Shiraz/101-14 Mgt: Climatic profiles and vine physiological status Hunter, J. J.; Volschenk, C. G.; Zorer, R. Agricultural and Forest Meteorology, Vol. 228-229 https://doi.org/10.1016/j.agrformet.2016.06.013	journal	November 2016
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
An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring Chang, Christine Y.; Zhou, Ruiqing; Kira, Oz Agricultural and Forest Meteorology, Vol. 294 https://doi.org/10.1016/j.agrformet.2020.108145	journal	November 2020
Assessing bi-directional effects on the diurnal cycle of measured solar-induced chlorophyll fluorescence in crop canopies Zhang, Zhaoying; Zhang, Yongguang; Zhang, Qian Agricultural and Forest Meteorology, Vol. 295 https://doi.org/10.1016/j.agrformet.2020.108147	journal	December 2020
Responses of forest trees to single and multiple environmental stresses from seedlings to mature plants: Past stress history, stress interactions, tolerance and acclimation Niinemets, Ülo Forest Ecology and Management, Vol. 260, Issue 10 https://doi.org/10.1016/j.foreco.2010.07.054	journal	October 2010
Diurnal variation of sun-induced chlorophyll fluorescence of agricultural crops observed from a point-based spectrometer on a UAV Wang, Na; Suomalainen, Juha; Bartholomeus, Harm International Journal of Applied Earth Observation and Geoinformation, Vol. 96 https://doi.org/10.1016/j.jag.2020.102276	journal	April 2021
A spectral directional reflectance model of row crops Zhao, Feng; Gu, Xingfa; Verhoef, Wout Remote Sensing of Environment, Vol. 114, Issue 2 https://doi.org/10.1016/j.rse.2009.09.018	journal	February 2010
Simulated impact of sensor field of view and distance on field measurements of bidirectional reflectance factors for row crops Zhao, Feng; Li, Yuguang; Dai, Xu Remote Sensing of Environment, Vol. 156 https://doi.org/10.1016/j.rse.2014.09.011	journal	January 2015
The need for a common basis for defining light-use efficiency: Implications for productivity estimation Gitelson, Anatoly A.; Gamon, John A. Remote Sensing of Environment, Vol. 156 https://doi.org/10.1016/j.rse.2014.09.017	journal	January 2015
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
Using spectral chlorophyll fluorescence and the photochemical reflectance index to predict physiological dynamics Atherton, J.; Nichol, C. J.; Porcar-Castell, A. Remote Sensing of Environment, Vol. 176 https://doi.org/10.1016/j.rse.2015.12.036	journal	April 2016
Airborne based spectroscopy of red and far-red sun-induced chlorophyll fluorescence: Implications for improved estimates of gross primary productivity Wieneke, S.; Ahrends, H.; Damm, A. Remote Sensing of Environment, Vol. 184 https://doi.org/10.1016/j.rse.2016.07.025	journal	October 2016
FluorWPS: A Monte Carlo ray-tracing model to compute sun-induced chlorophyll fluorescence of three-dimensional canopy Zhao, Feng; Dai, Xu; Verhoef, Wout Remote Sensing of Environment, Vol. 187 https://doi.org/10.1016/j.rse.2016.10.036	journal	December 2016
Overview of Solar-Induced chlorophyll Fluorescence (SIF) from the Orbiting Carbon Observatory-2: Retrieval, cross-mission comparison, and global monitoring for GPP Sun, Ying; Frankenberg, Christian; Jung, Martin Remote Sensing of Environment, Vol. 209 https://doi.org/10.1016/j.rse.2018.02.016	journal	May 2018
PhotoSpec: A new instrument to measure spatially distributed red and far-red Solar-Induced Chlorophyll Fluorescence Grossmann, Katja; Frankenberg, Christian; Magney, Troy S. Remote Sensing of Environment, Vol. 216 https://doi.org/10.1016/j.rse.2018.07.002	journal	October 2018
Sun-induced chlorophyll fluorescence is more strongly related to absorbed light than to photosynthesis at half-hourly resolution in a rice paddy Yang, Kaige; Ryu, Youngryel; Dechant, Benjamin Remote Sensing of Environment, Vol. 216 https://doi.org/10.1016/j.rse.2018.07.008	journal	October 2018
The Chlorophyll Fluorescence Imaging Spectrometer (CFIS), mapping far red fluorescence from aircraft Frankenberg, Christian; Köhler, Philipp; Magney, Troy S. Remote Sensing of Environment, Vol. 217 https://doi.org/10.1016/j.rse.2018.08.032	journal	November 2018
Linking photosynthesis and sun-induced fluorescence at sub-daily to seasonal scales Wieneke, S.; Burkart, A.; Cendrero-Mateo, M. P. Remote Sensing of Environment, Vol. 219 https://doi.org/10.1016/j.rse.2018.10.019	journal	December 2018
A practical approach for estimating the escape ratio of near-infrared solar-induced chlorophyll fluorescence Zeng, Yelu; Badgley, Grayson; Dechant, Benjamin Remote Sensing of Environment, Vol. 232 https://doi.org/10.1016/j.rse.2019.05.028	journal	October 2019
Exploring the spatial relationship between airborne-derived red and far-red sun-induced fluorescence and process-based GPP estimates in a forest ecosystem Tagliabue, Giulia; Panigada, Cinzia; Dechant, Benjamin Remote Sensing of Environment, Vol. 231 https://doi.org/10.1016/j.rse.2019.111272	journal	September 2019
Solar-induced chlorophyll fluorescence and its link to canopy photosynthesis in maize from continuous ground measurements Li, Zhaohui; Zhang, Qian; Li, Ji Remote Sensing of Environment, Vol. 236 https://doi.org/10.1016/j.rse.2019.111420	journal	January 2020
New Fluorescence Parameters for the Determination of Q _A Redox State and Excitation Energy Fluxes Kramer, David M.; Johnson, Giles; Kiirats, Olavi Photosynthesis Research, Vol. 79, Issue 2 https://doi.org/10.1023/B:PRES.0000015391.99477.0d	journal	January 2004
A Simple Alternative Approach to Assessing the Fate of Absorbed Light Energy Using Chlorophyll Fluorescence Hendrickson, Luke; Furbank, Robert T.; Chow, Wah Soon Photosynthesis Research, Vol. 82, Issue 1 https://doi.org/10.1023/B:PRES.0000040446.87305.f4	journal	January 2004
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
Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks Gu, L.; Wood, J. D.; Chang, C. Y. ‐Y. Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 1 https://doi.org/10.1029/2018JG004742	journal	January 2019
Varying Contributions of Drivers to the Relationship Between Canopy Photosynthesis and Far‐Red Sun‐Induced Fluorescence for Two Maize Sites at Different Temporal Scales Miao, Guofang; Guan, Kaiyu; Suyker, Andrew E. Journal of Geophysical Research: Biogeosciences, Vol. 125, Issue 2 https://doi.org/10.1029/2019JG005051	journal	February 2020
Towards a Harmonized Long‐Term Spaceborne Record of Far‐Red Solar‐Induced Fluorescence Parazoo, Nicholas C.; Frankenberg, Christian; Köhler, Philipp Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 8 https://doi.org/10.1029/2019JG005289	journal	August 2019
Systematic Assessment of Retrieval Methods for Canopy Far‐Red Solar‐Induced Chlorophyll Fluorescence Using High‐Frequency Automated Field Spectroscopy Chang, Christine Y.; Guanter, Luis; Frankenberg, Christian Journal of Geophysical Research: Biogeosciences, Vol. 125, Issue 7 https://doi.org/10.1029/2019JG005533	journal	July 2020
From the Ground to Space: Using Solar‐Induced Chlorophyll Fluorescence to Estimate Crop Productivity He, Liyin; Magney, Troy; Dutta, Debsunder Geophysical Research Letters, Vol. 47, Issue 7 https://doi.org/10.1029/2020GL087474	journal	April 2020
Global Retrievals of Solar‐Induced Chlorophyll Fluorescence at Red Wavelengths With TROPOMI Köhler, Philipp; Behrenfeld, Michael J.; Landgraf, Jochen Geophysical Research Letters, Vol. 47, Issue 15 https://doi.org/10.1029/2020GL087541	journal	July 2020
Solar‐Induced Fluorescence Does Not Track Photosynthetic Carbon Assimilation Following Induced Stomatal Closure Marrs, J. K.; Reblin, J. S.; Logan, B. A. Geophysical Research Letters, Vol. 47, Issue 15 https://doi.org/10.1029/2020GL087956	journal	August 2020
On the Covariation of Chlorophyll Fluorescence and Photosynthesis Across Scales Magney, Troy S.; Barnes, Mallory L.; Yang, Xi Geophysical Research Letters, Vol. 47, Issue 23 https://doi.org/10.1029/2020GL091098	journal	December 2020
Do changes in the azimuthal distribution of maize leaves over time affect canopy light absorption? Drouet, Jean-Louis; Moulia, Bruno; Bonhomme, Raymond Agronomie, Vol. 19, Issue 3-4 https://doi.org/10.1051/agro:19990308	journal	January 1999
Dynamic response of plant chlorophyll fluorescence to light, water and nutrient availability Cendrero-Mateo, M. Pilar; Carmo-Silva, A. Elizabete; Porcar-Castell, Albert Functional Plant Biology, Vol. 42, Issue 8 https://doi.org/10.1071/FP15002	journal	January 2015
Mechanistic evidence for tracking the seasonality of photosynthesis with solar-induced fluorescence Magney, Troy S.; Bowling, David R.; Logan, Barry A. Proceedings of the National Academy of Sciences https://doi.org/10.1073/pnas.1900278116	journal	May 2019
Influence of the canopy BRDF characteristics and illumination conditions on the retrieval of solar-induced chlorophyll fluorescence Liu, Xinjie; Liu, Liangyun International Journal of Remote Sensing, Vol. 39, Issue 6 https://doi.org/10.1080/01431161.2017.1404165	journal	December 2017
The effects of row orientation, tree height, time of year and latitude on light interception and distribution in model apple hedgerow canopies Palmer, J. W. Journal of Horticultural Science, Vol. 64, Issue 2 https://doi.org/10.1080/14620316.1989.11515937	journal	January 1989
Seasonal variations in the relationship between sun-induced chlorophyll fluorescence and photosynthetic capacity from the leaf to canopy level in a rice crop Li, Ji; Zhang, Yongguang; Gu, Lianhong Journal of Experimental Botany, Vol. 71, Issue 22 https://doi.org/10.1093/jxb/eraa408	journal	September 2020
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
A Method for Uncertainty Assessment of Passive Sun-Induced Chlorophyll Fluorescence Retrieval Using an Infrared Reference Light Burkart, Andreas; Schickling, Anke; Mateo, Maria Pilar Cendrero IEEE Sensors Journal, Vol. 15, Issue 8 https://doi.org/10.1109/JSEN.2015.2422894	journal	August 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
Is row orientation a determinant factor for radiation interception in row vineyards?: Row direction influences light capture in vineyard Campos, I.; Neale, C. M. U.; Calera, A. Australian Journal of Grape and Wine Research, Vol. 23, Issue 1 https://doi.org/10.1111/ajgw.12246	journal	October 2016
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
Variability of sun-induced chlorophyll fluorescence according to stand age-related processes in a managed loblolly pine forest Colombo, Roberto; Celesti, Marco; Bianchi, Remo Global Change Biology, Vol. 24, Issue 7 https://doi.org/10.1111/gcb.14097	journal	March 2018
Solar-induced chlorophyll fluorescence is strongly correlated with terrestrial photosynthesis for a wide variety of biomes: First global analysis based on OCO-2 and flux tower observations Li, Xing; Xiao, Jingfeng; He, Binbin Global Change Biology, Vol. 24, Issue 9 https://doi.org/10.1111/gcb.14297	journal	June 2018
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
Mathematical review of the energy transduction stoichiometries of C4 leaf photosynthesis under limiting light: C4 photosynthetic electron transport stoichiometry Yin, Xinyou; Struik, Paul C. Plant, Cell & Environment, Vol. 35, Issue 7 https://doi.org/10.1111/j.1365-3040.2012.02490.x	journal	February 2012
Cyclic electron flow around photosystem I via chloroplast NAD(P)H dehydrogenase (NDH) complex performs a significant physiological role during photosynthesis and plant growth at low temperature in rice: NDH-dependent cyclic electron flow around PSI Yamori, Wataru; Sakata, Naoki; Suzuki, Yuji The Plant Journal, Vol. 68, Issue 6 https://doi.org/10.1111/j.1365-313X.2011.04747.x	journal	October 2011
A high-resolution portrait of the annual dynamics of photochemical and non-photochemical quenching in needles of Pinus sylvestris Porcar-Castell, Albert Physiologia Plantarum, Vol. 143, Issue 2 https://doi.org/10.1111/j.1399-3054.2011.01488.x	journal	June 2011
Sun‐induced Chl fluorescence and its importance for biophysical modeling of photosynthesis based on light reactions Gu, Lianhong; Han, Jimei; Wood, Jeffrey D. New Phytologist, Vol. 223, Issue 3 https://doi.org/10.1111/nph.15796	journal	April 2019
Diurnal dynamics of nonphotochemical quenching in Arabidopsis npq mutants assessed by solar‐induced fluorescence and reflectance measurements in the field Acebron, Kelvin; Matsubara, Shizue; Jedmowski, Christoph New Phytologist, Vol. 229, Issue 4 https://doi.org/10.1111/nph.16984	journal	November 2020
Dynamics of sun‐induced chlorophyll fluorescence and reflectance to detect stress‐induced variations in canopy photosynthesis Pinto, Francisco; Celesti, Marco; Acebron, Kelvin Plant, Cell & Environment, Vol. 43, Issue 7 https://doi.org/10.1111/pce.13754	journal	May 2020
Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate Beer, C.; Reichstein, M.; Tomelleri, E. Science, Vol. 329, Issue 5993 https://doi.org/10.1126/science.1184984	journal	July 2010
OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence Sun, Y.; Frankenberg, C.; Wood, J. D. Science, Vol. 358, Issue 6360 https://doi.org/10.1126/science.aam5747	journal	October 2017
Chlorophyll Fluorescence: A Probe of Photosynthesis In Vivo Baker, Neil R. Annual Review of Plant Biology, Vol. 59, Issue 1 https://doi.org/10.1146/annurev.arplant.59.032607.092759	journal	June 2008
Radiation Balance of Dryland Grain Sorghum as Affected by Planting Geometry ¹ Steiner, J. L. Agronomy Journal, Vol. 79, Issue 2 https://doi.org/10.2134/agronj1987.00021962007900020017x	journal	March 1987
Canopy Structure, Light Interception, and Photosynthesis in Maize Stewart, D. W.; Costa, C.; Dwyer, L. M. Agronomy Journal, Vol. 95, Issue 6 https://doi.org/10.2134/agronj2003.1465	journal	November 2003
Solar Radiation and Productivity in Tropical Ecosystems Monteith, J. L. The Journal of Applied Ecology, Vol. 9, Issue 3 https://doi.org/10.2307/2401901	journal	December 1972
Diurnal Response of Sun-Induced Fluorescence and PRI to Water Stress in Maize Using a Near-Surface Remote Sensing Platform Xu, Shan; Liu, Zhigang; Zhao, Liang Remote Sensing, Vol. 10, Issue 10 https://doi.org/10.3390/rs10101510	journal	September 2018
Compensation of Oxygen Transmittance Effects for Proximal Sensing Retrieval of Canopy–Leaving Sun–Induced Chlorophyll Fluorescence Sabater, Neus; Vicent, Jorge; Alonso, Luis Remote Sensing, Vol. 10, Issue 10 https://doi.org/10.3390/rs10101551	journal	September 2018
Upscaling Solar-Induced Chlorophyll Fluorescence from an Instantaneous to Daily Scale Gives an Improved Estimation of the Gross Primary Productivity Hu, Jiaochan; Liu, Liangyun; Guo, Jian Remote Sensing, Vol. 10, Issue 10 https://doi.org/10.3390/rs10101663	journal	October 2018
Diurnal and Seasonal Variations in Chlorophyll Fluorescence Associated with Photosynthesis at Leaf and Canopy Scales Campbell, Petya; Huemmrich, Karl; Middleton, Elizabeth Remote Sensing, Vol. 11, Issue 5 https://doi.org/10.3390/rs11050488	journal	February 2019
Sun-Induced Chlorophyll Fluorescence III: Benchmarking Retrieval Methods and Sensor Characteristics for Proximal Sensing Cendrero-Mateo, M. Pilar; Wieneke, Sebastian; Damm, Alexander Remote Sensing, Vol. 11, Issue 8, p. 962 https://doi.org/10.3390/rs11080962	journal	April 2019
A Spectral Fitting Algorithm to Retrieve the Fluorescence Spectrum from Canopy Radiance Cogliati, Sergio; Celesti, Marco; Cesana, Ilaria Remote Sensing, Vol. 11, Issue 16 https://doi.org/10.3390/rs11161840	journal	August 2019
Comparison of Bi-Hemispherical and Hemispherical-Conical Configurations for In Situ Measurements of Solar-Induced Chlorophyll Fluorescence Zhang, Qian; Zhang, Xiaokang; Li, Zhaohui Remote Sensing, Vol. 11, Issue 22, p. 2642 https://doi.org/10.3390/rs11222642	journal	November 2019
The High-Performance Airborne Imaging Spectrometer HyPlant—From Raw Images to Top-of-Canopy Reflectance and Fluorescence Products: Introduction of an Automatized Processing Chain Siegmann, Bastian; Alonso, Luis; Celesti, Marco Remote Sensing, Vol. 11, Issue 23 https://doi.org/10.3390/rs11232760	journal	November 2019
Comparison of Sun-Induced Chlorophyll Fluorescence Estimates Obtained from Four Portable Field Spectroradiometers Julitta, Tommaso; Corp, Lawrence; Rossini, Micol Remote Sensing, Vol. 8, Issue 2 https://doi.org/10.3390/rs8020122	journal	February 2016
Unraveling the physical and physiological basis for the solar- induced chlorophyll fluorescence and photosynthesis relationship using continuous leaf and canopy measurements of a corn crop Yang, Peiqi; van der Tol, Christiaan; Campbell, Petya K. E. Biogeosciences, Vol. 18, Issue 2 https://doi.org/10.5194/bg-18-441-2021	journal	January 2021
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

Similar Records

Data for Attributing Differences of Solar-Induced Chlorophyll Fluorescence (SIF)-Gross Primary Production (GPP) Relationships between Two C4 Crops, Corn and Miscanthus

Dataset · Tue Dec 31 19:00:00 EST 2024 · OSTI ID:3009301

Attributing differences of solar-induced chlorophyll fluorescence (SIF)-gross primary production (GPP) relationships between two C4 crops: corn and miscanthus

Journal Article · Mon Jun 20 20:00:00 EDT 2022 · Agricultural and Forest Meteorology · OSTI ID:1875077

Improving estimates of sub-daily gross primary production from solar-induced chlorophyll fluorescence by accounting for light distribution within canopy

Journal Article · Thu Nov 23 19:00:00 EST 2023 · Remote Sensing of Environment · OSTI ID:2439824

Related Subjects

59 BASIC BIOLOGICAL SCIENCES
Canopy structure
Crop row orientation
Diurnal SIF dynamics
Mechanistic SIF model
Plant physiology
SIF instrumentation
SIF retrieval
Sun-induced chlorophyll fluorescence (SIF)

Selected clear-sky FloX hyperspectral data Naethe, Paul; Rascher, Uwe https://doi.org/10.5281/zenodo.5286018 The current record is supplemented by this dataset	dataset	January 2021
Selected clear-sky FloX hyperspectral data Naethe, Paul; Rascher, Uwe https://doi.org/10.5281/zenodo.5286019 The current record is supplemented by this dataset	dataset	January 2021

Unpacking the drivers of diurnal dynamics of sun-induced chlorophyll fluorescence (SIF): Canopy structure, plant physiology, instrument configuration and retrieval methods

Citation Formats

References (81)

Linked Research (2)

Similar Records

Related Subjects