Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks
Abstract
Sun-induced chlorophyll fluorescence (SIF) provides critical information on the dynamics of gross primary productivity, a unique role not readily achievable using other methods. Long-term continuous SIF observations have the potential to advance terrestrial ecosystem science. Realizing this potential, however, requires synergistic implementation of SIF measurements within eddy covariance (EC) flux networks. There is a need for SIF systems that can integrate seamlessly with EC instrumentation to maximize synergistic use of obtained data. Here we introduce the Fluorescence Auto-Measurement Equipment (FAME) and protocol that fulfill such a purpose. FAME is designed specifically for plug-and-play integration with existing EC data acquisition systems. Its innovative hardware and software designs provide versatility, extensibility, autonomous operation, and ease of maintenance for acquiring SIF data of high quality and quantity. A major novel feature of FAME is its synchronized sampling of spectral irradiance and environmental variables, allowing for more precise interpretation of the SIF signal. FAME has been deployed since September 2016 at the Missouri Ozark AmeriFlux site, providing high-quality measurements even when air temperatures approached 40 °C. Results reveal that canopy SIF saturated or even slightly decreased at high light, similar to leaf-level photosynthesis. Clear diurnal hysteresis was observed: For the same light, morning SIFmore »
- Authors:
-
- Environmental Sciences Division and Climate Change Science Institute Oak Ridge National Laboratory Oak Ridge TN USA
- School of Natural Resources University of Missouri Columbia MO USA
- School of Integrative Plant Science, Soil and Crop Sciences Section Cornell University Ithaca NY USA
- Publication Date:
- Research Org.:
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1491063
- Alternate Identifier(s):
- OSTI ID: 1560409; OSTI ID: 1786648
- Grant/Contract Number:
- DE‐AC05‐00OR22725; AC05-00OR22725
- Resource Type:
- Published Article
- Journal Name:
- Journal of Geophysical Research. Biogeosciences
- Additional Journal Information:
- Journal Name: Journal of Geophysical Research. Biogeosciences Journal Volume: 124 Journal Issue: 1; Journal ID: ISSN 2169-8953
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; 59 BASIC BIOLOGICAL SCIENCES; instrument design and measurement protocol; canopy photosynthesis; gross primary production; nonphotochemical quenching; ecosystem carbon cycle
Citation Formats
Gu, L., Wood, J. D., Chang, C. Y. ‐Y., Sun, Y., and Riggs, J. S. Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks. United States: N. p., 2019.
Web. doi:10.1029/2018JG004742.
Gu, L., Wood, J. D., Chang, C. Y. ‐Y., Sun, Y., & Riggs, J. S. Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks. United States. https://doi.org/10.1029/2018JG004742
Gu, L., Wood, J. D., Chang, C. Y. ‐Y., Sun, Y., and Riggs, J. S. Wed .
"Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks". United States. https://doi.org/10.1029/2018JG004742.
@article{osti_1491063,
title = {Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks},
author = {Gu, L. and Wood, J. D. and Chang, C. Y. ‐Y. and Sun, Y. and Riggs, J. S.},
abstractNote = {Sun-induced chlorophyll fluorescence (SIF) provides critical information on the dynamics of gross primary productivity, a unique role not readily achievable using other methods. Long-term continuous SIF observations have the potential to advance terrestrial ecosystem science. Realizing this potential, however, requires synergistic implementation of SIF measurements within eddy covariance (EC) flux networks. There is a need for SIF systems that can integrate seamlessly with EC instrumentation to maximize synergistic use of obtained data. Here we introduce the Fluorescence Auto-Measurement Equipment (FAME) and protocol that fulfill such a purpose. FAME is designed specifically for plug-and-play integration with existing EC data acquisition systems. Its innovative hardware and software designs provide versatility, extensibility, autonomous operation, and ease of maintenance for acquiring SIF data of high quality and quantity. A major novel feature of FAME is its synchronized sampling of spectral irradiance and environmental variables, allowing for more precise interpretation of the SIF signal. FAME has been deployed since September 2016 at the Missouri Ozark AmeriFlux site, providing high-quality measurements even when air temperatures approached 40 °C. Results reveal that canopy SIF saturated or even slightly decreased at high light, similar to leaf-level photosynthesis. Clear diurnal hysteresis was observed: For the same light, morning SIF was higher than afternoon. Dynamic energy dissipation processes and stress-induced movements of chloroplasts and leaves may explain the observed pattern. The technology and measurement protocol introduced here advances the coordinated observation of SIF and EC fluxes and represents a step change in observational ecosystem and carbon cycle science research.},
doi = {10.1029/2018JG004742},
journal = {Journal of Geophysical Research. Biogeosciences},
number = 1,
volume = 124,
place = {United States},
year = {2019},
month = {1}
}
https://doi.org/10.1029/2018JG004742
Web of Science
Figures / Tables:

Works referenced in this record:
Continuous and long-term measurements of reflectance and sun-induced chlorophyll fluorescence by using novel automated field spectroscopy systems
journal, July 2015
- Cogliati, S.; Rossini, M.; Julitta, T.
- Remote Sensing of Environment, Vol. 164
PhotoSpec: A new instrument to measure spatially distributed red and far-red Solar-Induced Chlorophyll Fluorescence
journal, October 2018
- Grossmann, Katja; Frankenberg, Christian; Magney, Troy S.
- Remote Sensing of Environment, Vol. 216
Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence
journal, March 2014
- Guanter, L.; Zhang, Y.; Jung, M.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 14
Sun-induced fluorescence - a new probe of photosynthesis: First maps from the imaging spectrometer HyPlant
journal, September 2015
- Rascher, U.; Alonso, L.; Burkart, A.
- Global Change Biology, Vol. 21, Issue 12
Plant chlorophyll fluorescence: active and passive measurements at canopy and leaf scales with different nitrogen treatments
journal, October 2015
- Cendrero-Mateo, M. Pilar; Moran, M. Susan; Papuga, Shirley A.
- Journal of Experimental Botany, Vol. 67, Issue 1
A Field Platform for Continuous Measurement of Canopy Fluorescence
journal, September 2010
- Daumard, Fabrice; Champagne, Sébastien; Fournier, Antoine
- IEEE Transactions on Geoscience and Remote Sensing, Vol. 48, Issue 9
Improving the monitoring of crop productivity using spaceborne solar-induced fluorescence
journal, November 2015
- Guan, Kaiyu; Berry, Joseph A.; Zhang, Yongguang
- Global Change Biology, Vol. 22, Issue 2
Performance of Spectral Fitting Methods for vegetation fluorescence quantification
journal, February 2010
- Meroni, M.; Busetto, L.; Colombo, R.
- Remote Sensing of Environment, Vol. 114, Issue 2
The hyperspectral irradiometer, a new instrument for long-term and unattended field spectroscopy measurements
journal, April 2011
- Meroni, M.; Barducci, A.; Cogliati, S.
- Review of Scientific Instruments, Vol. 82, Issue 4
Drought onset mechanisms revealed by satellite solar-induced chlorophyll fluorescence: Insights from two contrasting extreme events: FLUORESCENCE AND DYNAMIC DROUGHT MONITOR
journal, November 2015
- Sun, Ying; Fu, Rong; Dickinson, Robert
- Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 11
Linking chlorophyll a fluorescence to photosynthesis for remote sensing applications: mechanisms and challenges
journal, May 2014
- Porcar-Castell, Albert; Tyystjärvi, Esa; Atherton, Jon
- Journal of Experimental Botany, Vol. 65, Issue 15
FluoSpec 2—An Automated Field Spectroscopy System to Monitor Canopy Solar-Induced Fluorescence
journal, June 2018
- Yang, Xi; Shi, Hanyu; Stovall, Atticus
- Sensors, Vol. 18, Issue 7
Modeling the Footprint and Equivalent Radiance Transfer Path Length for Tower-Based Hemispherical Observations of Chlorophyll Fluorescence
journal, May 2017
- Liu, Xinjie; Liu, Liangyun; Hu, Jiaochan
- Sensors, Vol. 17, Issue 5
Footprint modeling for vegetation atmosphere exchange studies: a review and perspective
journal, December 2002
- Schmid, Hans Peter
- Agricultural and Forest Meteorology, Vol. 113, Issue 1-4
First observations of global and seasonal terrestrial chlorophyll fluorescence from space
journal, January 2011
- Joiner, J.; Yoshida, Y.; Vasilkov, A. P.
- Biogeosciences, Vol. 8, Issue 3
The MK II Fraunhofer Line Discriminator (FLD-II) for Airborne and Orbital Remote Sensing of Solar-Stimulated Luminescence
journal, August 1975
- Plascyk, James A.
- Optical Engineering, Vol. 14, Issue 4
On the relation between the Kautsky effect (chlorophyll a fluorescence induction) and Photosystem II: Basics and applications of the OJIP fluorescence transient
journal, July 2011
- Stirbet, Alexandrina
- Journal of Photochemistry and Photobiology B: Biology, Vol. 104, Issue 1-2
Improved Bend Loss Formula Verified for Optical Fiber by Simulation and Experiment
journal, October 2007
- Schermer, Ross T.; Cole, James H.
- IEEE Journal of Quantum Electronics, Vol. 43, Issue 10
The many meanings of gross photosynthesis and their implication for photosynthesis research from leaf to globe: Definition of gross photosynthesis
journal, June 2015
- Wohlfahrt, Georg; Gu, Lianhong
- Plant, Cell & Environment, Vol. 38, Issue 12
Chloroplast avoidance movement reduces photodamage in plants
journal, December 2002
- Kasahara, Masahiro; Kagawa, Takatoshi; Oikawa, Kazusato
- Nature, Vol. 420, Issue 6917
Comparison of Sun-Induced Chlorophyll Fluorescence Estimates Obtained from Four Portable Field Spectroradiometers
journal, February 2016
- Julitta, Tommaso; Corp, Lawrence; Rossini, Micol
- Remote Sensing, Vol. 8, Issue 2
Remote sensing of solar-induced chlorophyll fluorescence: Review of methods and applications
journal, October 2009
- Meroni, M.; Rossini, M.; Guanter, L.
- Remote Sensing of Environment, Vol. 113, Issue 10
Multiscale analyses of solar-induced florescence and gross primary production: Multiscale GPP-SIF RELATIONS
journal, January 2017
- Wood, Jeffrey D.; Griffis, Timothy J.; Baker, John M.
- Geophysical Research Letters, Vol. 44, Issue 1
A model for describing the light response of the nonphotochemical quenching of chlorophyll fluorescence
journal, April 2011
- Serôdio, João; Lavaud, Johann
- Photosynthesis Research, Vol. 108, Issue 1
Overview of Solar-Induced chlorophyll Fluorescence (SIF) from the Orbiting Carbon Observatory-2: Retrieval, cross-mission comparison, and global monitoring for GPP
journal, May 2018
- Sun, Ying; Frankenberg, Christian; Jung, Martin
- Remote Sensing of Environment, Vol. 209
New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity: CHLOROPHYLL FLUORESCENCE FROM SPACE
journal, September 2011
- Frankenberg, Christian; Fisher, Joshua B.; Worden, John
- Geophysical Research Letters, Vol. 38, Issue 17
Diurnal variations of vegetation canopy structure
journal, January 1983
- Kimes, D. S.; Kirchner, J. A.
- International Journal of Remote Sensing, Vol. 4, Issue 2
Solar-induced chlorophyll fluorescence that correlates with canopy photosynthesis on diurnal and seasonal scales in a temperate deciduous forest: Fluorescence and photosynthesis
journal, April 2015
- Yang, Xi; Tang, Jianwu; Mustard, John F.
- Geophysical Research Letters, Vol. 42, Issue 8
Canopy reflectance, photosynthesis and transpiration
journal, August 1985
- Sellers, P. J.
- International Journal of Remote Sensing, Vol. 6, Issue 8
Global monitoring of terrestrial chlorophyll fluorescence from moderate-spectral-resolution near-infrared satellite measurements: methodology, simulations, and application to GOME-2
journal, January 2013
- Joiner, J.; Guanter, L.; Lindstrot, R.
- Atmospheric Measurement Techniques, Vol. 6, Issue 10
Chlorophyll Fluorescence: A Probe of Photosynthesis In Vivo
journal, June 2008
- Baker, Neil R.
- Annual Review of Plant Biology, Vol. 59, Issue 1
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
journal, July 2016
- Gu, Lianhong; Pallardy, Stephen G.; Yang, Bai
- Journal of Geophysical Research: Biogeosciences, Vol. 121, Issue 7
Estimation of Leaf Area Index for Cotton Canopies Using the LI-COR LAI-2000 Plant Canopy Analyzer
journal, January 1995
- Hicks, Stanley K.; Lascano, Robert J.
- Agronomy Journal, Vol. 87, Issue 3
OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence
journal, October 2017
- Sun, Y.; Frankenberg, C.; Wood, J. D.
- Science, Vol. 358, Issue 6360
Measuring fluxes of trace gases and energy between ecosystems and the atmosphere - the state and future of the eddy covariance method
journal, June 2014
- Baldocchi, Dennis
- Global Change Biology, Vol. 20, Issue 12