TY - JOUR
T1 - Sun-Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements
AU - Miao, Guofang
AU - Guan, Kaiyu
AU - Yang, Xi
AU - Bernacchi, Carl J.
AU - Berry, Joseph A.
AU - DeLucia, Evan H.
AU - Wu, Jin
AU - Moore, Caitlin E.
AU - Meacham, Katherine
AU - Cai, Yaping
AU - Peng, Bin
AU - Kimm, Hyungsuk
AU - Masters, Michael D.
N1 - Funding Information:
G.M. and K.G. acknowledge the support from the NASA New Investigator Award (NNX16AI56G) and support from the Institute for Sustainability, Energy, and Environment (iSEE) of University of Illinois at Urbana Champaign. K.G. and C.B. are also partially supported by the DOE TERRA-MEPP Project. X.Y. acknowledges the support from NASA Interdisciplinary Science Award (80NSSC17K0110). J.W. acknowledges the support from the United States Department of Energy contract DE-SC0012704 to Brookhaven National Laboratory. The authors also acknowledged the technical support from Timothy A. Mies and other staff in the Energy Farm of University of Illinois at Urbana-Champaign. Data of this study are available at https://doi.org/10.13012/B2IDB-1329706_V1.
Funding Information:
1Department of Natural Resources and Environmental Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA, 2National Center of Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL, USA, 3Department of Environmental Sciences, University of Virginia, Charlottesville, VA, USA, 4Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA, 5USDA ARS Global Change and Photosynthesis Research Unit, Urbana, IL, USA, 6Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA, 7Department of Global Ecology, Carnegie Institution for Science, Stanford, CA, USA, 8Institute for Sustainability, Energy, and Environment, University of Illinois at Urbana-Champaign, Urbana, IL, USA, 9Environmental and Climate Sciences Department, Brookhaven National Laboratory, Upton, NY, USA, 10Department of Geography and Geographic Information Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
Publisher Copyright:
©2018. American Geophysical Union. All Rights Reserved.
PY - 2018/2
Y1 - 2018/2
N2 - 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 (SIFy). While previous studies have found that APAR is the dominant factor of the GPP:SIF relationship, the LUE:SIFy relationship remains unclear. For a better understanding of the LUE:SIFy relationship, 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 SIFy:APAR relationship and a weak negative LUE:SIFy relationship, opposite to the positive LUE:SIFy 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:SIFy relationship compared with previous work. The observed positive relationship of SIFy:APAR at the soybean site provides new insights of the previous understanding on the SIF's physiological implications.
AB - 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 (SIFy). While previous studies have found that APAR is the dominant factor of the GPP:SIF relationship, the LUE:SIFy relationship remains unclear. For a better understanding of the LUE:SIFy relationship, 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 SIFy:APAR relationship and a weak negative LUE:SIFy relationship, opposite to the positive LUE:SIFy 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:SIFy relationship compared with previous work. The observed positive relationship of SIFy:APAR at the soybean site provides new insights of the previous understanding on the SIF's physiological implications.
KW - Sun-induced fluorescence
KW - eddy-covariance
KW - hyperspectral
KW - light use efficiency
KW - photosynthesis
KW - soybean
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U2 - 10.1002/2017JG004180
DO - 10.1002/2017JG004180
M3 - Article
AN - SCOPUS:85043995578
SN - 2169-8953
VL - 123
SP - 610
EP - 623
JO - Journal of Geophysical Research: Biogeosciences
JF - Journal of Geophysical Research: Biogeosciences
IS - 2
ER -