Spatio-temporal Convergence of Maximum Daily Light-Use Efficiency Based on Radiation Absorption by Canopy Chlorophyll

Zhang, Yao; Xiao, Xiangming; Wolf, Sebastian; Wu, Jin; Wu, Xiaocui; Gioli, Beniamino; Wohlfahrt, Georg; Cescatti, Alessandro; Van der Tol, Christian; Zhou, Sha; Gough, Christopher; Gentine, Pierre; Zhang, Yongguang; Steinbrecher, Rainer; Ardo, Jonas

doi:10.1029/2017GL076354

Title: Spatio-temporal Convergence of Maximum Daily Light-Use Efficiency Based on Radiation Absorption by Canopy Chlorophyll

Journal Article · 15 April 2018 · Geophysical Research Letters

DOI: https://doi.org/10.1029/2017GL076354 · OSTI ID:1431443

Zhang, Yao ^[1]; Xiao, Xiangming ^[2]; Wolf, Sebastian ^[3];

^[4]; Wu, Xiaocui ^[5]; Gioli, Beniamino ^[6]; Wohlfahrt, Georg ^[7]; Cescatti, Alessandro ^[8]; Van der Tol, Christian ^[9]; Zhou, Sha ^[10]; Gough, Christopher ^[11]; Gentine, Pierre ^[12]; Zhang, Yongguang ^[13]; Steinbrecher, Rainer ^[14]; Ardo, Jonas ^[15]

Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology and Center for Spatial Analysis; Columbia Univ., New York, NY (United States). Dept. of Earth and Environmental Engineering
Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology and Center for Spatial Analysis; Fudan Univ., Shanghai (China). Ministry of Education Key Lab. of Biodiversity Science and Ecological Engineering and Inst. of Biodiversity Science
ETH Zurich (Switzerland). Dept. of Environmental Systems Science
Brookhaven National Lab. (BNL), Upton, NY (United States). Biological, Environmental & Climate Sciences Dept.
Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology and Center for Spatial Analysis
Inst. of Biometeorology of the National Research Council (IBIMET-CNR), Firenze (Italy)
Univ. Innsbruck (Austria). Inst. of Ecology
European Commission (EC) Joint Research Centre (JRC) and Directorate for Sustainable Resources, Ispra (Italy)
Univ. of Twente (Netherlands). Faculty of Geo-Information Science and Earth Observation (ITC) and Dept. of Water Resources
Tsinghua Univ., Beijing (China). State Key Lab. of Hydroscience and Engineering and Dept. of Hydraulic Engineering
Virginia Commonwealth Univ., Richmond, VA (United States). Dept. of Biology
Columbia Univ., New York, NY (United States). Dept. of Earth and Environmental Engineering
Nanjing Univ. (China). Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application and International Inst. for Earth System Sciences
Karlsruhe Inst. of Technology (KIT) (Germany). Dept. of Atmospheric Environmental Research and Inst. for Meteorology and Climate Research
Lund Univ. (Sweden). Physical Geography and Ecosystem Science

Light-use efficiency (LUE), which quantifies the plants’ efficiency in utilizing solar radiation for photosynthetic carbon fixation, is an important factor for gross primary production (GPP) estimation. Here we use satellite-based solar-induced chlorophyll fluorescence (SIF) as a proxy for photosynthetically active radiation absorbed by chlorophyll (APAR_chl) and derive an estimation of the fraction of APAR_chl (fPAR_chl) from four remotely-sensed vegetation indicators. By comparing maximum LUE estimated at different scales from 127 eddy flux sites, we found that the maximum daily LUE based on PAR absorption by canopy chlorophyll (ε$$chl\atop{max}$$), unlike other expressions of LUE, tends to converge across biome types. The photosynthetic seasonality in tropical forests can also be tracked by the change of fPAR_chl, suggesting the corresponding (ε$$chl\atop{max}$$}$$) to have less seasonal variation. Finally, this spatio-temporal convergence of LUE derived from fPAR_chl can be used to build simple but robust GPP models and to better constrain process-based models.

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Research Organization:: Brookhaven National Laboratory (BNL), Upton, NY (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Biological and Environmental Research (BER) (SC-23); FLUXNET; Natural Environment Research Council (NERC) Earth Observation Data Centre (NEODC); European Space Agency (ESA); Airbus Defence and Space; National Aeronautic and Space Administration (NASA); GFZ German Research Centre for Geosciences; USDA National Inst. for Food and Agriculture (NIFA); National Science Foundation (NSF); National Natural Science Foundation of China (NNSFC)

Grant/Contract Number:: SC0012704

OSTI ID:: 1431443

Report Number(s):: BNL--203445-2018-JAAM

Journal Information:: Geophysical Research Letters, Journal Name: Geophysical Research Letters Journal Issue: 8 Vol. 45; ISSN 0094-8276

Publisher:: American Geophysical UnionCopyright Statement

Country of Publication:: United States

Language:: English

References (55)

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
Spatiotemporal patterns of terrestrial gross primary production: A review: GPP Spatiotemporal Patterns Anav, Alessandro; Friedlingstein, Pierre; Beer, Christian Reviews of Geophysics, Vol. 53, Issue 3 https://doi.org/10.1002/2015RG000483	journal	August 2015
Canopy and physiological controls of GPP during drought and heat wave Zhang, Yao; Xiao, Xiangming; Zhou, Sha Geophysical Research Letters, Vol. 43, Issue 7 https://doi.org/10.1002/2016GL068501	journal	April 2016
Chlorophyll Fluorescence as a Tool to Monitor Plant Response to the Environment Adams, William W.; Demmig-Adams, Barbara Chlorophyll a Fluorescence https://doi.org/10.1007/978-1-4020-3218-9_22	book	January 2004
Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model Verhoef, W. Remote Sensing of Environment, Vol. 16, Issue 2 https://doi.org/10.1016/0034-4257(84)90057-9	journal	October 1984
Remote sensing of foliar chemistry Curran, Paul J. Remote Sensing of Environment, Vol. 30, Issue 3 https://doi.org/10.1016/0034-4257(89)90069-2	journal	December 1989
Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data Myneni, R. B.; Hoffman, S.; Knyazikhin, Y. Remote Sensing of Environment, Vol. 83, Issue 1-2 https://doi.org/10.1016/S0034-4257(02)00074-3	journal	November 2002
Overview of the radiometric and biophysical performance of the MODIS vegetation indices Huete, A.; Didan, K.; Miura, T. Remote Sensing of Environment, Vol. 83, Issue 1-2 https://doi.org/10.1016/S0034-4257(02)00096-2	journal	November 2002
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
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
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
Retrieval of seasonal Rubisco-limited photosynthetic capacity at global FLUXNET sites from hyperspectral satellite remote sensing: Impact on carbon modelling Alton, Paul B. Agricultural and Forest Meteorology, Vol. 232 https://doi.org/10.1016/j.agrformet.2016.08.001	journal	January 2017
Modeling gross primary production of temperate deciduous broadleaf forest using satellite images and climate data Xiao, X. Remote Sensing of Environment, Vol. 91, Issue 2 https://doi.org/10.1016/j.rse.2004.03.010	journal	May 2004
Improvements of the MODIS terrestrial gross and net primary production global data set Zhao, Maosheng; Heinsch, Faith Ann; Nemani, Ramakrishna R. Remote Sensing of Environment, Vol. 95, Issue 2 https://doi.org/10.1016/j.rse.2004.12.011	journal	March 2005
Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels Asner, G.; Martin, R. Remote Sensing of Environment, Vol. 112, Issue 10 https://doi.org/10.1016/j.rse.2008.07.003	journal	October 2008
Can a satellite-derived estimate of the fraction of PAR absorbed by chlorophyll (FAPARchl) improve predictions of light-use efficiency and ecosystem photosynthesis for a boreal aspen forest? Zhang, Qingyuan; Middleton, Elizabeth M.; Margolis, Hank A. Remote Sensing of Environment, Vol. 113, Issue 4 https://doi.org/10.1016/j.rse.2009.01.002	journal	April 2009
Estimating fractional cover of photosynthetic vegetation, non-photosynthetic vegetation and bare soil in the Australian tropical savanna region upscaling the EO-1 Hyperion and MODIS sensors Guerschman, Juan Pablo; Hill, Michael J.; Renzullo, Luigi J. Remote Sensing of Environment, Vol. 113, Issue 5 https://doi.org/10.1016/j.rse.2009.01.006	journal	May 2009
MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets Friedl, Mark A.; Sulla-Menashe, Damien; Tan, Bin Remote Sensing of Environment, Vol. 114, Issue 1 https://doi.org/10.1016/j.rse.2009.08.016	journal	January 2010
Remote estimation of gross primary production in maize and support for a new paradigm based on total crop chlorophyll content Peng, Yi; Gitelson, Anatoly A.; Keydan, Galina Remote Sensing of Environment, Vol. 115, Issue 4 https://doi.org/10.1016/j.rse.2010.12.001	journal	April 2011
Multi-angle implementation of atmospheric correction for MODIS (MAIAC): 3. Atmospheric correction Lyapustin, Alexei I.; Wang, Yujie; Laszlo, Istvan Remote Sensing of Environment, Vol. 127 https://doi.org/10.1016/j.rse.2012.09.002	journal	December 2012
The seasonal cycle of satellite chlorophyll fluorescence observations and its relationship to vegetation phenology and ecosystem atmosphere carbon exchange Joiner, J.; Yoshida, Y.; Vasilkov, A. P. Remote Sensing of Environment, Vol. 152 https://doi.org/10.1016/j.rse.2014.06.022	journal	September 2014
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
Global sensitivity analysis of the SCOPE model: What drives simulated canopy-leaving sun-induced fluorescence? Verrelst, Jochem; Rivera, Juan Pablo; van der Tol, Christiaan Remote Sensing of Environment, Vol. 166 https://doi.org/10.1016/j.rse.2015.06.002	journal	September 2015
Light use efficiency of peatlands: Variability and suitability for modeling ecosystem production Kross, Angela; Seaquist, Jonathan W.; Roulet, Nigel T. Remote Sensing of Environment, Vol. 183 https://doi.org/10.1016/j.rse.2016.05.004	journal	September 2016
Consistency between sun-induced chlorophyll fluorescence and gross primary production of vegetation in North America Zhang, Yao; Xiao, Xiangming; Jin, Cui Remote Sensing of Environment, Vol. 183 https://doi.org/10.1016/j.rse.2016.05.015	journal	September 2016
Assimilation of global MODIS leaf area index retrievals within a terrestrial biosphere model: MODIS LEAF AREA INDEX RETRIEVALS Demarty, J.; Chevallier, F.; Friend, A. D. Geophysical Research Letters, Vol. 34, Issue 15 https://doi.org/10.1029/2007GL030014	journal	August 2007
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
Terrestrial ecosystem production: A process model based on global satellite and surface data Potter, Christopher S.; Randerson, James T.; Field, Christopher B. Global Biogeochemical Cycles, Vol. 7, Issue 4 https://doi.org/10.1029/93GB02725	journal	December 1993
Impact of changes in diffuse radiation on the global land carbon sink Mercado, Lina M.; Bellouin, Nicolas; Sitch, Stephen Nature, Vol. 458, Issue 7241 https://doi.org/10.1038/nature07949	journal	April 2009
A global moderate resolution dataset of gross primary production of vegetation for 2000–2016 Zhang, Yao; Xiao, Xiangming; Wu, Xiaocui Scientific Data, Vol. 4, Issue 1 https://doi.org/10.1038/sdata.2017.165	journal	October 2017
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
Vegetation dynamics and rainfall sensitivity of the Amazon Hilker, Thomas; Lyapustin, Alexei I.; Tucker, Compton J. Proceedings of the National Academy of Sciences, Vol. 111, Issue 45 https://doi.org/10.1073/pnas.1404870111	journal	October 2014
The MERIS terrestrial chlorophyll index Dash, J.; Curran, P. J. International Journal of Remote Sensing, Vol. 25, Issue 23 https://doi.org/10.1080/0143116042000274015	journal	December 2004
Evaluation of remote sensing of vegetation fluorescence by the analysis of diurnal cycles Amoros‐Lopez, J.; Gomez‐Chova, L.; Vila‐Frances, J. International Journal of Remote Sensing, Vol. 29, Issue 17-18 https://doi.org/10.1080/01431160802036391	journal	September 2008
The Best Index Slope Extraction ( BISE): A method for reducing noise in NDVI time-series Viovy, N.; Arino, O.; Belward, A. S. International Journal of Remote Sensing, Vol. 13, Issue 8 https://doi.org/10.1080/01431169208904212	journal	May 1992
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
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
Leaf chlorophyll content as a proxy for leaf photosynthetic capacity Croft, Holly; Chen, Jing M.; Luo, Xiangzhong Global Change Biology, Vol. 23, Issue 9 https://doi.org/10.1111/gcb.13599	journal	January 2017
Leaf development and demography explain photosynthetic seasonality in Amazon evergreen forests Wu, J.; Albert, L. P.; Lopes, A. P. Science, Vol. 351, Issue 6276 https://doi.org/10.1126/science.aad5068	journal	February 2016
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
FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities Baldocchi, Dennis; Falge, Eva; Gu, Lianhong Bulletin of the American Meteorological Society, Vol. 82, Issue 11 https://doi.org/10.1175/1520-0477(2001)082<2415:FANTTS>2.3.CO;2	journal	November 2001
Optical remote sensing of terrestrial ecosystem primary productivity Song, Conghe; Dannenberg, Matthew P.; Hwang, Taehee Progress in Physical Geography: Earth and Environment, Vol. 37, Issue 6 https://doi.org/10.1177/0309133313507944	journal	November 2013
Remote sensing of terrestrial non-photosynthetic vegetation using hyperspectral, multispectral, SAR, and LiDAR data Li, Zhaoqin; Guo, Xulin Progress in Physical Geography: Earth and Environment, Vol. 40, Issue 2 https://doi.org/10.1177/0309133315582005	journal	May 2015
Satellite-based terrestrial production efficiency modeling McCallum, Ian; Wagner, Wolfgang; Schmullius, Christiane Carbon Balance and Management, Vol. 4, Issue 1 https://doi.org/10.1186/1750-0680-4-8	journal	September 2009
A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production Running, Steven W.; Nemani, Ramakrishna R.; Heinsch, Faith Ann BioScience, Vol. 54, Issue 6 https://doi.org/10.1641/0006-3568(2004)054[0547:ACSMOG]2.0.CO;2	journal	January 2004
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
Evaluation of MODIS LAI/FPAR Product Collection 6. Part 2: Validation and Intercomparison Yan, Kai; Park, Taejin; Yan, Guangjian Remote Sensing, Vol. 8, Issue 6 https://doi.org/10.3390/rs8060460	journal	May 2016
MOD15A2H MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006 R. Myneni, Y. Knyazikhin NASA EOSDIS Land Processes DAAC https://doi.org/10.5067/modis/mod15a2h.006	null	January 2015
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
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
Water, Energy, and Carbon with Artificial Neural Networks (WECANN): a statistically based estimate of global surface turbulent fluxes and gross primary productivity using solar-induced fluorescence Alemohammad, Seyed Hamed; Fang, Bin; Konings, Alexandra G. Biogeosciences, Vol. 14, Issue 18 https://doi.org/10.5194/bg-14-4101-2017	journal	January 2017
An integrated model of soil-canopy spectral radiances, photosynthesis, fluorescence, temperature and energy balance van der Tol, C.; Verhoef, W.; Timmermans, J. Biogeosciences, Vol. 6, Issue 12 https://doi.org/10.5194/bg-6-3109-2009	journal	January 2009
Remote sensing-based estimation of gross primary production in a subalpine grassland Rossini, M.; Cogliati, S.; Meroni, M. Biogeosciences, Vol. 9, Issue 7 https://doi.org/10.5194/bg-9-2565-2012	journal	January 2012

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Improved estimates of global terrestrial photosynthesis using information on leaf chlorophyll content Luo, Xiangzhong; Croft, Holly; Chen, Jing M. Global Change Biology https://doi.org/10.1111/gcb.14624	journal	April 2019
Estimation of Terrestrial Global Gross Primary Production (GPP) with Satellite Data-Driven Models and Eddy Covariance Flux Data Joiner, Joanna; Yoshida, Yasuko; Zhang, Yao Remote Sensing, Vol. 10, Issue 9 https://doi.org/10.3390/rs10091346	journal	August 2018
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