DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence

Abstract

Quantifying gross primary production (GPP) remains a major challenge in global carbon cycle research. Spaceborne monitoring of solar-induced chlorophyll fluorescence (SIF), an integrative photosynthetic signal of molecular origin, can assist in terrestrial GPP monitoring. However, the extent to which SIF tracks spatiotemporal variations in GPP remains unresolved. Orbiting Carbon Observatory-2 (OCO-2)’s SIF data acquisition and fine spatial resolution permit direct validation against ground and airborne observations. Empirical orthogonal function analysis shows consistent spatiotemporal correspondence between OCO-2 SIF and GPP globally. A linear SIF-GPP relationship is also obtained at eddy-flux sites covering diverse biomes, setting the stage for future investigations of the robustness of such a relationship across more biomes. In conclusion, our findings support the central importance of high-quality satellite SIF for studying terrestrial carbon cycle dynamics.

Authors:
ORCiD logo; ORCiD logo; ORCiD logo; ; ; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Aeronautics and Space Administration (NASA); European Union (EU)
OSTI Identifier:
1434373
Alternate Identifier(s):
OSTI ID: 1399421
Grant/Contract Number:  
award310104; AC05-00OR22725; 1288039; 640176
Resource Type:
Published Article
Journal Name:
Science
Additional Journal Information:
Journal Name: Science Journal Volume: 358 Journal Issue: 6360; Journal ID: ISSN 0036-8075
Publisher:
American Association for the Advancement of Science (AAAS)
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; 60 APPLIED LIFE SCIENCES

Citation Formats

Sun, Y., Frankenberg, C., Wood, J. D., Schimel, D. S., Jung, M., Guanter, L., Drewry, D. T., Verma, M., Porcar-Castell, A., Griffis, T. J., Gu, L., Magney, T. S., Köhler, P., Evans, B., and Yuen, K. OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence. United States: N. p., 2017. Web. doi:10.1126/science.aam5747.
Sun, Y., Frankenberg, C., Wood, J. D., Schimel, D. S., Jung, M., Guanter, L., Drewry, D. T., Verma, M., Porcar-Castell, A., Griffis, T. J., Gu, L., Magney, T. S., Köhler, P., Evans, B., & Yuen, K. OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence. United States. https://doi.org/10.1126/science.aam5747
Sun, Y., Frankenberg, C., Wood, J. D., Schimel, D. S., Jung, M., Guanter, L., Drewry, D. T., Verma, M., Porcar-Castell, A., Griffis, T. J., Gu, L., Magney, T. S., Köhler, P., Evans, B., and Yuen, K. Thu . "OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence". United States. https://doi.org/10.1126/science.aam5747.
@article{osti_1434373,
title = {OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence},
author = {Sun, Y. and Frankenberg, C. and Wood, J. D. and Schimel, D. S. and Jung, M. and Guanter, L. and Drewry, D. T. and Verma, M. and Porcar-Castell, A. and Griffis, T. J. and Gu, L. and Magney, T. S. and Köhler, P. and Evans, B. and Yuen, K.},
abstractNote = {Quantifying gross primary production (GPP) remains a major challenge in global carbon cycle research. Spaceborne monitoring of solar-induced chlorophyll fluorescence (SIF), an integrative photosynthetic signal of molecular origin, can assist in terrestrial GPP monitoring. However, the extent to which SIF tracks spatiotemporal variations in GPP remains unresolved. Orbiting Carbon Observatory-2 (OCO-2)’s SIF data acquisition and fine spatial resolution permit direct validation against ground and airborne observations. Empirical orthogonal function analysis shows consistent spatiotemporal correspondence between OCO-2 SIF and GPP globally. A linear SIF-GPP relationship is also obtained at eddy-flux sites covering diverse biomes, setting the stage for future investigations of the robustness of such a relationship across more biomes. In conclusion, our findings support the central importance of high-quality satellite SIF for studying terrestrial carbon cycle dynamics.},
doi = {10.1126/science.aam5747},
journal = {Science},
number = 6360,
volume = 358,
place = {United States},
year = {Thu Oct 12 00:00:00 EDT 2017},
month = {Thu Oct 12 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1126/science.aam5747

Citation Metrics:
Cited by: 349 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production
journal, January 2004


Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison
journal, December 2013

  • Rosenzweig, Cynthia; Elliott, Joshua; Deryng, Delphine
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
  • DOI: 10.1073/pnas.1222463110

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
  • DOI: 10.1073/pnas.1320008111

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
  • DOI: 10.1111/gcb.13017

Spatiotemporal patterns of terrestrial gross primary production: A review: GPP Spatiotemporal Patterns
journal, August 2015

  • Anav, Alessandro; Friedlingstein, Pierre; Beer, Christian
  • Reviews of Geophysics, Vol. 53, Issue 3
  • DOI: 10.1002/2015RG000483

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
  • DOI: 10.1111/gcb.13136

A linear method for the retrieval of sun-induced chlorophyll fluorescence from GOME-2 and SCIAMACHY data
journal, January 2015

  • Köhler, P.; Guanter, L.; Joiner, J.
  • Atmospheric Measurement Techniques, Vol. 8, Issue 6
  • DOI: 10.5194/amt-8-2589-2015

Interpreting seasonal changes in the carbon balance of southern Amazonia using measurements of XCO 2 and chlorophyll fluorescence from GOSAT : CARBON CYCLE OF SOUTHERN AMAZONIA
journal, June 2013

  • Parazoo, Nicholas C.; Bowman, Kevin; Frankenberg, Christian
  • Geophysical Research Letters, Vol. 40, Issue 11
  • DOI: 10.1002/grl.50452

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
  • DOI: 10.1002/2015JG003150

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
  • DOI: 10.1093/jxb/eru191

First observations of global and seasonal terrestrial chlorophyll fluorescence from space
journal, January 2011


Forest response to elevated CO2 is conserved across a broad range of productivity
journal, December 2005

  • Norby, R. J.; DeLucia, E. H.; Gielen, B.
  • Proceedings of the National Academy of Sciences, Vol. 102, Issue 50
  • DOI: 10.1073/pnas.0509478102

Chlorophyll Fluorescence and Photosynthesis: The Basics
journal, June 1991


Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms
journal, January 2016

  • Tramontana, Gianluca; Jung, Martin; Schwalm, Christopher R.
  • Biogeosciences, Vol. 13, Issue 14
  • DOI: 10.5194/bg-13-4291-2016

Climate–Carbon Cycle Feedback Analysis: Results from the C 4 MIP Model Intercomparison
journal, July 2006

  • Friedlingstein, P.; Cox, P.; Betts, R.
  • Journal of Climate, Vol. 19, Issue 14
  • DOI: 10.1175/JCLI3800.1

Satellite chlorophyll fluorescence measurements reveal large-scale decoupling of photosynthesis and greenness dynamics in boreal evergreen forests
journal, June 2016

  • Walther, Sophia; Voigt, Maximilian; Thum, Tea
  • Global Change Biology, Vol. 22, Issue 9
  • DOI: 10.1111/gcb.13200

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
  • DOI: 10.1002/2016GL070775

Effect of environmental conditions on the relationship between solar-induced fluorescence and gross primary productivity at an OzFlux grassland site: OCO SIF, MODIS, and GPP
journal, March 2017

  • Verma, Manish; Schimel, David; Evans, Bradley
  • Journal of Geophysical Research: Biogeosciences, Vol. 122, Issue 3
  • DOI: 10.1002/2016JG003580

Terrestrial gross primary production inferred from satellite fluorescence and vegetation models
journal, July 2014

  • Parazoo, Nicholas C.; Bowman, Kevin; Fisher, Joshua B.
  • Global Change Biology, Vol. 20, Issue 10
  • DOI: 10.1111/gcb.12652

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
  • DOI: 10.1029/2011GL048738

Net carbon uptake has increased through warming-induced changes in temperate forest phenology
journal, June 2014

  • Keenan, Trevor F.; Gray, Josh; Friedl, Mark A.
  • Nature Climate Change, Vol. 4, Issue 7
  • DOI: 10.1038/nclimate2253

Solar Radiation and Productivity in Tropical Ecosystems
journal, December 1972

  • Monteith, J. L.
  • The Journal of Applied Ecology, Vol. 9, Issue 3
  • DOI: 10.2307/2401901

Retrieval and global assessment of terrestrial chlorophyll fluorescence from GOSAT space measurements
journal, June 2012


Prospects for chlorophyll fluorescence remote sensing from the Orbiting Carbon Observatory-2
journal, May 2014

  • Frankenberg, Christian; O'Dell, Chris; Berry, Joseph
  • Remote Sensing of Environment, Vol. 147
  • DOI: 10.1016/j.rse.2014.02.007

Analysis of Red and Far-Red Sun-Induced Chlorophyll Fluorescence and Their Ratio in Different Canopies Based on Observed and Modeled Data
journal, May 2016

  • Rossini, Micol; Meroni, Michele; Celesti, Marco
  • Remote Sensing, Vol. 8, Issue 5
  • DOI: 10.3390/rs8050412

Forest productivity and water stress in Amazonia: observations from GOSAT chlorophyll fluorescence
journal, June 2013

  • Lee, Jung-Eun; Frankenberg, Christian; van der Tol, Christiaan
  • Proceedings of the Royal Society B: Biological Sciences, Vol. 280, Issue 1761
  • DOI: 10.1098/rspb.2013.0171

The FLuorescence EXplorer Mission Concept—ESA’s Earth Explorer 8
journal, March 2017

  • Drusch, Matthias; Moreno, Jose; Del Bello, Umberto
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, Issue 3
  • DOI: 10.1109/TGRS.2016.2621820

Chlorophyll Fluorescence: A Probe of Photosynthesis In Vivo
journal, June 2008


Connecting active to passive fluorescence with photosynthesis: a method for evaluating remote sensing measurements of Chl fluorescence
journal, June 2017

  • Magney, Troy S.; Frankenberg, Christian; Fisher, Joshua B.
  • New Phytologist, Vol. 215, Issue 4
  • DOI: 10.1111/nph.14662

Performance of a geostationary mission, geoCARB, to measure CO 2 , CH 4 and CO column-averaged concentrations
journal, January 2014

  • Polonsky, I. N.; O'Brien, D. M.; Kumer, J. B.
  • Atmospheric Measurement Techniques, Vol. 7, Issue 4
  • DOI: 10.5194/amt-7-959-2014

Observing terrestrial ecosystems and the carbon cycle from space
journal, February 2015

  • Schimel, David; Pavlick, Ryan; Fisher, Joshua B.
  • Global Change Biology, Vol. 21, Issue 5
  • DOI: 10.1111/gcb.12822

Drought-Induced Reduction in Global Terrestrial Net Primary Production from 2000 Through 2009
journal, August 2010


The relationship between the quantum yield of photosynthetic electron transport and quenching of chlorophyll fluorescence
journal, January 1989

  • Genty, Bernard; Briantais, Jean-Marie; Baker, Neil R.
  • Biochimica et Biophysica Acta (BBA) - General Subjects, Vol. 990, Issue 1
  • DOI: 10.1016/S0304-4165(89)80016-9

Evaluating the predictive power of sun-induced chlorophyll fluorescence to estimate net photosynthesis of vegetation canopies: A SCOPE modeling study
journal, April 2016

  • Verrelst, Jochem; van der Tol, Christiaan; Magnani, Federico
  • Remote Sensing of Environment, Vol. 176
  • DOI: 10.1016/j.rse.2016.01.018

Simulated resilience of tropical rainforests to CO2-induced climate change
journal, March 2013

  • Huntingford, Chris; Zelazowski, Przemyslaw; Galbraith, David
  • Nature Geoscience, Vol. 6, Issue 4
  • DOI: 10.1038/ngeo1741

Works referencing / citing this record:

Flux towers in the sky: global ecology from space
journal, June 2019

  • Schimel, David; Schneider, Fabian D.
  • New Phytologist, Vol. 224, Issue 2
  • DOI: 10.1111/nph.15934

Sustained Nonphotochemical Quenching Shapes the Seasonal Pattern of Solar‐Induced Fluorescence at a High‐Elevation Evergreen Forest
journal, July 2019

  • Raczka, Brett; Porcar‐Castell, A.; Magney, T.
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 7
  • DOI: 10.1029/2018jg004883

Urban−rural gradients reveal joint control of elevated CO2 and temperature on extended photosynthetic seasons
journal, June 2019


The role of satellite observations in understanding the impact of El Niño on the carbon cycle: current capabilities and future opportunities
journal, October 2018

  • Palmer, Paul I.
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
  • DOI: 10.1098/rstb.2017.0407

Estimation of Chlorophyll Fluorescence at Different Scales: A Review
journal, July 2019

  • Ni, Zhuoya; Lu, Qifeng; Huo, Hongyuan
  • Sensors, Vol. 19, Issue 13
  • DOI: 10.3390/s19133000

SIFSpec: Measuring Solar-Induced Chlorophyll Fluorescence Observations for Remote Sensing of Photosynthesis
journal, July 2019

  • Du, Shanshan; Liu, Liangyun; Liu, Xinjie
  • Sensors, Vol. 19, Issue 13
  • DOI: 10.3390/s19133009

The 2015–2016 carbon cycle as seen from OCO-2 and the global in situ network
journal, January 2019

  • Crowell, Sean; Baker, David; Schuh, Andrew
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 15
  • DOI: 10.5194/acp-19-9797-2019

Sustained Nonphotochemical Quenching Shapes the Seasonal Pattern of Solar‐Induced Fluorescence at a High‐Elevation Evergreen Forest
journal, July 2019

  • Raczka, Brett; Porcar‐Castell, A.; Magney, T.
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 7
  • DOI: 10.1029/2018jg004883

Urban−rural gradients reveal joint control of elevated CO2 and temperature on extended photosynthetic seasons
journal, June 2019


The role of satellite observations in understanding the impact of El Niño on the carbon cycle: current capabilities and future opportunities
journal, October 2018

  • Palmer, Paul I.
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
  • DOI: 10.1098/rstb.2017.0407

Flux towers in the sky: global ecology from space
journal, June 2019

  • Schimel, David; Schneider, Fabian D.
  • New Phytologist, Vol. 224, Issue 2
  • DOI: 10.1111/nph.15934

Estimation of Chlorophyll Fluorescence at Different Scales: A Review
journal, July 2019

  • Ni, Zhuoya; Lu, Qifeng; Huo, Hongyuan
  • Sensors, Vol. 19, Issue 13
  • DOI: 10.3390/s19133000

SIFSpec: Measuring Solar-Induced Chlorophyll Fluorescence Observations for Remote Sensing of Photosynthesis
journal, July 2019

  • Du, Shanshan; Liu, Liangyun; Liu, Xinjie
  • Sensors, Vol. 19, Issue 13
  • DOI: 10.3390/s19133009

The 2015–2016 carbon cycle as seen from OCO-2 and the global in situ network
journal, January 2019

  • Crowell, Sean; Baker, David; Schuh, Andrew
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 15
  • DOI: 10.5194/acp-19-9797-2019

Chlorophyll Fluorescence Better Captures Seasonal and Interannual Gross Primary Productivity Dynamics Across Dryland Ecosystems of Southwestern North America
journal, January 2018

  • Smith, W. K.; Biederman, J. A.; Scott, R. L.
  • Geophysical Research Letters, Vol. 45, Issue 2
  • DOI: 10.1002/2017gl075922

Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations: EARTH SYSTEM MODELING 2.0
journal, December 2017

  • Schneider, Tapio; Lan, Shiwei; Stuart, Andrew
  • Geophysical Research Letters, Vol. 44, Issue 24
  • DOI: 10.1002/2017gl076101

The case for remote sensing of individual plants
journal, August 2019

  • Kellner, James R.; Albert, Loren P.; Burley, John T.
  • American Journal of Botany, Vol. 106, Issue 9
  • DOI: 10.1002/ajb2.1347

Anthropogenic CO2 emissions from a megacity in the Yangtze River Delta of China
journal, June 2018

  • Hu, Cheng; Liu, Shoudong; Wang, Yongwei
  • Environmental Science and Pollution Research, Vol. 25, Issue 23
  • DOI: 10.1007/s11356-018-2325-3

Drought, Heat, and the Carbon Cycle: a Review
journal, June 2018

  • Sippel, Sebastian; Reichstein, Markus; Ma, Xuanlong
  • Current Climate Change Reports, Vol. 4, Issue 3
  • DOI: 10.1007/s40641-018-0103-4

Spatio-Temporal Convergence of Maximum Daily Light-Use Efficiency Based on Radiation Absorption by Canopy Chlorophyll
journal, April 2018

  • Zhang, Yao; Xiao, Xiangming; Wolf, Sebastian
  • Geophysical Research Letters, Vol. 45, Issue 8
  • DOI: 10.1029/2017gl076354

Solar‐Induced Fluorescence Detects Interannual Variation in Gross Primary Production of Coniferous Forests in the Western United States
journal, July 2018

  • Zuromski, Lauren M.; Bowling, David R.; Köhler, Philipp
  • Geophysical Research Letters, Vol. 45, Issue 14
  • DOI: 10.1029/2018gl077906

High‐Resolution Global Contiguous SIF of OCO‐2
journal, February 2019

  • Yu, L.; Wen, J.; Chang, C. Y.
  • Geophysical Research Letters, Vol. 46, Issue 3
  • DOI: 10.1029/2018gl081109

Evaluating GPP and Respiration Estimates Over Northern Midlatitude Ecosystems Using Solar-Induced Fluorescence and Atmospheric CO 2 Measurements
journal, September 2018

  • Byrne, B.; Wunch, D.; Jones, D. B. A.
  • Journal of Geophysical Research: Biogeosciences, Vol. 123, Issue 9
  • DOI: 10.1029/2018jg004472

Advancing Terrestrial Ecosystem Science With a Novel Automated Measurement System for Sun‐Induced Chlorophyll Fluorescence for Integration With Eddy Covariance Flux Networks
journal, January 2019

  • Gu, L.; Wood, J. D.; Chang, C. Y. ‐Y.
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 1
  • DOI: 10.1029/2018jg004742

No Proportional Increase of Terrestrial Gross Carbon Sequestration From the Greening Earth
journal, August 2019

  • Zhang, Yulong; Song, Conghe; Band, Lawrence E.
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 8
  • DOI: 10.1029/2018jg004917

Satellite and Station Observations Demonstrate Water Availability's Effect on Continental‐Scale Evaporative and Photosynthetic Land Surface Dynamics
journal, January 2019

  • Short Gianotti, Daniel J.; Rigden, Angela J.; Salvucci, Guido D.
  • Water Resources Research, Vol. 55, Issue 1
  • DOI: 10.1029/2018wr023726

Phenology Dynamics of Dryland Ecosystems Along the North Australian Tropical Transect Revealed by Satellite Solar‐Induced Chlorophyll Fluorescence
journal, May 2019

  • Wang, Cong; Beringer, Jason; Hutley, Lindsay B.
  • Geophysical Research Letters, Vol. 46, Issue 10
  • DOI: 10.1029/2019gl082716

From Canopy‐Leaving to Total Canopy Far‐Red Fluorescence Emission for Remote Sensing of Photosynthesis: First Results From TROPOMI
journal, November 2019

  • Zhang, Zhaoying; Chen, Jing M.; Guanter, Luis
  • Geophysical Research Letters, Vol. 46, Issue 21
  • DOI: 10.1029/2019gl084832

Improving Estimates of Gross Primary Productivity by Assimilating Solar‐Induced Fluorescence Satellite Retrievals in a Terrestrial Biosphere Model Using a Process‐Based SIF Model
journal, November 2019

  • Bacour, C.; Maignan, F.; MacBean, N.
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 11
  • DOI: 10.1029/2019jg005040

Towards a Harmonized Long‐Term Spaceborne Record of Far‐Red Solar‐Induced Fluorescence
journal, August 2019

  • Parazoo, Nicholas C.; Frankenberg, Christian; Köhler, Philipp
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 8
  • DOI: 10.1029/2019jg005289

Emerging negative impact of warming on summer carbon uptake in northern ecosystems
journal, December 2018


Large influence of soil moisture on long-term terrestrial carbon uptake
journal, January 2019


Strong constraint on modelled global carbon uptake using solar-induced chlorophyll fluorescence data
journal, January 2018


Mechanistic evidence for tracking the seasonality of photosynthesis with solar-induced fluorescence
journal, May 2019

  • Magney, Troy S.; Bowling, David R.; Logan, Barry A.
  • Proceedings of the National Academy of Sciences
  • DOI: 10.1073/pnas.1900278116

Detecting drought impact on terrestrial biosphere carbon fluxes over contiguous US with satellite observations
journal, September 2018

  • Liu, Junjie; Bowman, Kevin; Parazoo, Nicholas C.
  • Environmental Research Letters, Vol. 13, Issue 9
  • DOI: 10.1088/1748-9326/aad5ef

An overview of ABoVE airborne campaign data acquisitions and science opportunities
journal, July 2019

  • Miller, C. E.; Griffith, P. C.; Goetz, S. J.
  • Environmental Research Letters, Vol. 14, Issue 8
  • DOI: 10.1088/1748-9326/ab0d44

Impacts of the 2017 flash drought in the US Northern plains informed by satellite-based evapotranspiration and solar-induced fluorescence
journal, July 2019

  • He, Mingzhu; Kimball, John S.; Yi, Yonghong
  • Environmental Research Letters, Vol. 14, Issue 7
  • DOI: 10.1088/1748-9326/ab22c3

Coupling between the terrestrial carbon and water cycles—a review
journal, July 2019

  • Gentine, Pierre; Green, Julia K.; Guérin, Marceau
  • Environmental Research Letters, Vol. 14, Issue 8
  • DOI: 10.1088/1748-9326/ab22d6

Satellite sun-induced chlorophyll fluorescence detects early response of winter wheat to heat stress in the Indian Indo-Gangetic Plains
journal, June 2018

  • Song, Lian; Guanter, Luis; Guan, Kaiyu
  • Global Change Biology, Vol. 24, Issue 9
  • DOI: 10.1111/gcb.14302

Solar‐induced chlorophyll fluorescence exhibits a universal relationship with gross primary productivity across a wide variety of biomes
journal, January 2019

  • Xiao, Jingfeng; Li, Xing; He, Binbin
  • Global Change Biology, Vol. 25, Issue 4
  • DOI: 10.1111/gcb.14565

Plant phenology and global climate change: Current progresses and challenges
journal, April 2019

  • Piao, Shilong; Liu, Qiang; Chen, Anping
  • Global Change Biology, Vol. 25, Issue 6
  • DOI: 10.1111/gcb.14619

Modelling carbon sources and sinks in terrestrial vegetation
journal, September 2018

  • Fatichi, Simone; Pappas, Christoforos; Zscheischler, Jakob
  • New Phytologist, Vol. 221, Issue 2
  • DOI: 10.1111/nph.15451

Sun‐induced Chl fluorescence and its importance for biophysical modeling of photosynthesis based on light reactions
journal, April 2019

  • Gu, Lianhong; Han, Jimei; Wood, Jeffrey D.
  • New Phytologist, Vol. 223, Issue 3
  • DOI: 10.1111/nph.15796

Do all chlorophyll fluorescence emission wavelengths capture the spring recovery of photosynthesis in boreal evergreen foliage?
journal, August 2019

  • Zhang, Chao; Atherton, Jon; Peñuelas, Josep
  • Plant, Cell & Environment, Vol. 42, Issue 12
  • DOI: 10.1111/pce.13620

Using Satellite-Derived Vegetation Products to Evaluate LDAS-Monde over the Euro-Mediterranean Area
journal, July 2018

  • Leroux, Delphine; Calvet, Jean-Christophe; Munier, Simon
  • Remote Sensing, Vol. 10, Issue 8
  • DOI: 10.3390/rs10081199

Estimation of Terrestrial Global Gross Primary Production (GPP) with Satellite Data-Driven Models and Eddy Covariance Flux Data
journal, August 2018

  • Joiner, Joanna; Yoshida, Yasuko; Zhang, Yao
  • Remote Sensing, Vol. 10, Issue 9
  • DOI: 10.3390/rs10091346

Compensation of Oxygen Transmittance Effects for Proximal Sensing Retrieval of Canopy–Leaving Sun–Induced Chlorophyll Fluorescence
journal, September 2018

  • Sabater, Neus; Vicent, Jorge; Alonso, Luis
  • Remote Sensing, Vol. 10, Issue 10
  • DOI: 10.3390/rs10101551

Diurnal and Seasonal Solar Induced Chlorophyll Fluorescence and Photosynthesis in a Boreal Scots Pine Canopy
journal, January 2019

  • Nichol, Caroline; Drolet, Guillaume; Porcar-Castell, Albert
  • Remote Sensing, Vol. 11, Issue 3
  • DOI: 10.3390/rs11030273

Monitoring Drought Effects on Vegetation Productivity Using Satellite Solar-Induced Chlorophyll Fluorescence
journal, February 2019

  • Zhang, Lifu; Qiao, Na; Huang, Changping
  • Remote Sensing, Vol. 11, Issue 4
  • DOI: 10.3390/rs11040378

Exploring the Potential of Satellite Solar-Induced Fluorescence to Constrain Global Transpiration Estimates
journal, February 2019

  • Pagán, Brianna; Maes, Wouter; Gentine, Pierre
  • Remote Sensing, Vol. 11, Issue 4
  • DOI: 10.3390/rs11040413

Leaf-Level Spectral Fluorescence Measurements: Comparing Methodologies for Broadleaves and Needles
journal, March 2019

  • Rajewicz, Paulina; Atherton, Jon; Alonso, Luis
  • Remote Sensing, Vol. 11, Issue 5
  • DOI: 10.3390/rs11050532

Analysis of Four Years of Global XCO2 Anomalies as Seen by Orbiting Carbon Observatory-2
journal, April 2019

  • Hakkarainen, Janne; Ialongo, Iolanda; Maksyutov, Shamil
  • Remote Sensing, Vol. 11, Issue 7
  • DOI: 10.3390/rs11070850

Using Solar-Induced Chlorophyll Fluorescence Observed by OCO-2 to Predict Autumn Crop Production in China
journal, July 2019

  • Wei, Jin; Tang, Xuguang; Gu, Qing
  • Remote Sensing, Vol. 11, Issue 14
  • DOI: 10.3390/rs11141715

Assessment of Spatio-Temporal Patterns of Black Spruce Bud Phenology across Quebec Based on MODIS-NDVI Time Series and Field Observations
journal, November 2019

  • Khare, Siddhartha; Drolet, Guillaume; Sylvain, Jean-Daniel
  • Remote Sensing, Vol. 11, Issue 23
  • DOI: 10.3390/rs11232745

Ground Based Hyperspectral Imaging to Characterize Canopy-Level Photosynthetic Activities
journal, January 2020

  • Jiang, Yu; Snider, John L.; Li, Changying
  • Remote Sensing, Vol. 12, Issue 2
  • DOI: 10.3390/rs12020315

The OCO-3 mission: measurement objectives and expected performance based on 1 year of simulated data
journal, January 2019

  • Eldering, Annmarie; Taylor, Thomas E.; O'Dell, Christopher W.
  • Atmospheric Measurement Techniques, Vol. 12, Issue 4
  • DOI: 10.5194/amt-12-2341-2019

On the zero-level offset in the GOSAT TANSO-FTS O2 A band and the quality of solar-induced chlorophyll fluorescence (SIF): comparison of SIF between GOSAT and OCO-2
journal, January 2019

  • Oshio, Haruki; Yoshida, Yukio; Matsunaga, Tsuneo
  • Atmospheric Measurement Techniques, Vol. 12, Issue 12
  • DOI: 10.5194/amt-12-6721-2019

A global spatially contiguous solar-induced fluorescence (CSIF) dataset using neural networks
journal, January 2018

  • Zhang, Yao; Joiner, Joanna; Alemohammad, Seyed Hamed
  • Biogeosciences, Vol. 15, Issue 19
  • DOI: 10.5194/bg-15-5779-2018

A double peak in the seasonality of California's photosynthesis as observed from space
journal, January 2020

  • Turner, Alexander J.; Köhler, Philipp; Magney, Troy S.
  • Biogeosciences, Vol. 17, Issue 2
  • DOI: 10.5194/bg-17-405-2020

Monthly gridded data product of northern wetland methane emissions based on upscaling eddy covariance observations
journal, January 2019