B105
Sun-induced chlorophyll fluorescence as a proxy of photosynthesis: measurements, modeling, and applications from field, airborne, and satellite platforms

Session ID#: 75824

Session Description:
Advances have been made recently in the retrieval of sun-induced chlorophyll fluorescence (SIF) from ground, airborne, and satellite platforms. With the launched TROPOMI, OCO-3, TanSat, GOSAT2, and new instruments (TEMPO, Sentinel-4, FLEX, and GEOCarb) in the near future, higher spatial and temporal SIF products will further advance SIF-related research in earth system science and global environmental changes.
This session focuses on measurements, modeling, and applications of SIF in earth system sciences at a range of temporal and spatial scales. We encourage contributions that discuss advances in observing and monitoring technologies of SIF from field, airborne, and satellite platforms. We welcome studies that use SIF to understand the spatio-temporal variability of vegetation photosynthesis and related plant physiological responses to environmental stresses across different ecosystem types. Finally, we are interested in studies of using SIF for societal applications, such as agricultural monitoring for food security and forest monitoring.
Index Terms:

0428 Carbon cycling [BIOGEOSCIENCES]
0480 Remote sensing [BIOGEOSCIENCES]
1615 Biogeochemical cycles, processes, and modeling [GLOBAL CHANGE]
3322 Land/atmosphere interactions [ATMOSPHERIC PROCESSES]

Primary Convener:  Yongguang Zhang, Nanjing University, Nanjing, China
Conveners:  Joanna Joiner, NASA GSFC, Greenbelt, MD, United States, Kaiyu Guan, University of Illinois at Urbana Champaign, College of Agricultural, Consumer and Environmental Sciences, Urbana, IL, United States and Xi Yang, University of Virginia, Charlottesville, VA, United States
Primary Liaison:  Joanna Joiner, NASA GSFC, Greenbelt, MD, United States
 
Sun-Induced Fluorescence's Correlation to Carbon-Flux Increases When Raw Data is Adjusted to Account for Vegetation Biochemistry and Structure. (493329)
Edgard Bontempo, National Space Research Institute (INPE), São Jose dos Campos, Brazil and Dalton M Valeriano, National Space Research Institute (INPE), São José dos Campos, Brazil
 
Exploring continuous time series of vegetation hyperspectral reflectance and solar-induced fluorescence through radiative transfer model inversion (498674)
Marco Celesti1, Khelvi Biriukova1, Petya K. E. Campbell2,3, Ilaria Cesana1, Sergio Cogliati1, Alexander Damm4,5, Matthias Drusch6, Tommaso Julitta7, Elizabeth Middleton3, Mirco Migliavacca8, Franco Miglietta9, Cinzia Panigada1, Uwe Rascher10, Micol Rossini1, Dirk Schuettemeyer6, Giulia Tagliabue1, Christiaan van der Tol11, Jochem Verrelst12, Peiqi Yang13 and Roberto Colombo1, (1)University of Milano - Bicocca, Department of Earth and Environmental Sciences, Milan, Italy, (2)University of Maryland Baltimore County, JCET, Baltimore, MD, United States, (3)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (4)EAWAG Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland, (5)University of Zurich, Zurich, Switzerland, (6)ESA-ESTEC, European Space Research and Technology Centre, Noordwijk, Netherlands, (7)JB Hyperspectral Devices, Dusseldorf, Germany, (8)Max-Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany, (9)CNR National Research Council, Rome, Italy, (10)Forschungszentrum Jülich, Jülich, Germany, (11)University of Twente, ITC-Faculty of Geo-Information Science and Earth Observation, Enschede, Netherlands, (12)University of Valencia, Valencia, Spain, (13)University of Twente, ITC-Faculty of Geo-Information Science and Earth Observation, Enschede, 7500, Netherlands
 
Annual cycle of Solar-Induced Chlorophyll Fluorescence in the Canadian Boreal Forest (499094)
Zoe Pierrat, University of California Los Angeles, Los Angeles, CA, United States, Jochen Stutz, UCLA, Los Angeles, CA, United States, Nicholas Parazoo, University of California Los Angeles, JIFRESSE, Los Angeles, CA, United States and Bruce Johnson, University of Saskatchewan, Saskatoon, Canada
 
Assessing the sensitivity of shoot-level chlorophyll fluorescence to scalable proxies of absorbed radiation in an evergreen needleleaf forest (499730)
Andrew Maguire1, Jan Eitel1, Kevin Lee Griffin2, Troy Sehlin Magney3,4, Ryan Long1, Natalie Boelman2, Sarah Bruner5, Jyoti S. Jennewein6, Johanna Jensen7, Stephanie C Schmiege8, Lee Alexander Vierling1 and William Weygint9, (1)University of Idaho, Moscow, ID, United States, (2)Lamont-Doherty Earth Observ., Palisades, NY, United States, (3)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (4)California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States, (5)Columbia University of New York, New York, NY, United States, (6)University of Idaho, Natural Resources and Society, Moscow, ID, United States, (7)Columbia University, Department of Ecology, Evolution and Environmental Biology, New York City, NY, United States, (8)Columbia University of New York, Palisades, NY, United States, (9)University of Idaho, Natural Resources and Society, Moscow, United States
 
Mechanistic modeling of sun-induced chlorophyll fluorescence and photosynthesis: a path forward (499915)
Lianhong Gu, Oak Ridge National Laboratory, Oak Ridge, TN, United States
 
Sun-Induced Fluorescence under a heat wave. Evidence from a tree-grass ecosystem (500569)
David Martini1, Javier Pacheco Labrador1, Tarek S. El-Madany1, Karolina Sakowska2, Christiaan van der Tol3, Tommaso Julitta4, Khelvi Biriukova5, Micol Rossini5 and Mirco Migliavacca6, (1)Max Planck Institute for Biogeochemistry, Jena, Germany, (2)University of Innsbruck, Innsbruck, Austria, (3)University of Twente, ITC-Faculty of Geo-Information Science and Earth Observation, Enschede, Netherlands, (4)JB Hyperspectral Devices, Dusseldorf, Germany, (5)University of Milano - Bicocca, Department of Earth and Environmental Sciences, Milan, Italy, (6)Max-Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany
 
Satellite-based dry-season SIF, greenness, and GPP of moist Amazonian forests during ENSO events using GOME-2, TROPOMI, OCO-2, and MODIS (502966)
Russell Doughty1, Xiangming Xiao2, Philipp Koehler3, Troy Sehlin Magney4, Christian Frankenberg5, Xiaocui Wu6, Yuanwei Qin7, Yao Zhang8 and Berrien Moore III7, (1)University of Oklahoma Norman Campus, Norman, OK, United States, (2)Department of Microbiology and Plant Biology, Center for Spatial Analysis, University of Oklahoma, Norman, United States, (3)California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States, (4)University of Idaho, Moscow, CA, United States, (5)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (6)University of Oklahoma, Department of Microbiology and Plant Biology, Norman, OK, United States, (7)University of Oklahoma, Norman, OK, United States, (8)Department of Earth and Environmental Engineering, Columbia University, New York, United States
 
Impacts of footprint size on diurnal variations of sun-induced chlorophyll fluorescence from field measurements (509710)
Qian Zhang, Xiaokang Zhang, Li Zhaohui, Nan Shan, Yongguang Zhang and Yunfei Wu, Nanjing University, Nanjing, China
 
Sun-induced chlorophyll fluorescence from leaf to the globe, snap-shot to years: new lessons and opportunities (Invited) (514661)
Youngryel Ryu1, Benjamin Dechant1, Jongmin Kim2, Yelu Zeng3, Grayson Badgley4, Joe A Berry4, Micol Rossini5, Giulia Tagliabue6, Uwe Rascher7, Minseok Kang1 and Hyun Seok Kim8, (1)Seoul National University, Seoul, South Korea, (2)Seoul National University, Seoul, Korea, Republic of (South), (3)RADI Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China, (4)Carnegie Institution for Science Stanford, Stanford, CA, United States, (5)University of Milano - Bicocca, Department of Earth and Environmental Sciences, Milan, Italy, (6)Organization Not Listed, Washington, DC, United States, (7)Forschungszentrum Jülich, Jülich, Germany, (8)Seoul National University, Forest Science, Seoul, South Korea
 
Linking continuous observations of leaf- and canopy-level chlorophyll fluorescence in an evergreen needleleaf forest (514961)
Jongmin Kim1, Youngryel Ryu2, Benjamin Dechant2, Hyun Seok Kim3, Hojin Lee3, Joe A Berry4 and Ari Kornfeld5, (1)Seoul National University, Interdisciplinary Program in Agricultural and Forest Meteorology, Seoul, Korea, Republic of (South), (2)Seoul National University, Seoul, South Korea, (3)Seoul National University, Forest Science, Seoul, South Korea, (4)Carnegie Institution for Science Stanford, Stanford, CA, United States, (5)Carnegie Institution for Science, Global Ecology, California, United States
 
MEASUREMENTS AND SIMULATIONS OF CHLOROPHYLL FLUORESCENCE AT THE CANOPY AND ECOSYSTEM SCALES (515000)
Jon Atherton1, Albert Porcar-Castell1, Alasdair Mac Arthur2, Eija Honkavaara3, Teemu Hakala3, Iain Robinson4 and Weiwei Liu5, (1)University of Helsinki, Helsinki, Finland, (2)University of Edinburgh, School of Geosciences, Edimburgh, United Kingdom, (3)National Land Survey of Finland, Helsinki, Finland, (4)University of Edinburgh, Edinburgh, United Kingdom, (5)LREIS, Beijing, China
 
Relationship between Solar-induced Chlorophyll Fluorescence and Photosynthesis in Winter Wheat under Different Water Stresses (517573)
Wenhui Zhao, Jianjun Wu, Leizhen Liu and Jianhua Yang, Beijing Normal University, Beijing, China
 
Intraseasonal dynamics and directional dependencies in novel tower-based SIF observations over a temperate deciduous forest (522286)
Zachary Butterfield, University of Michigan Ann Arbor, Ann Arbor, MI, United States, Stephen Barr, University of Michigan Ann Arbor, Ann Arbor, United States, Christoph S Vogel, University of Michigan, Ann Arbor, MI, United States, Troy Sehlin Magney, California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States, Katja Grossman, University of California Los Angeles, Los Angeles, CA, United States, Gil Bohrer, Ohio State University, Department of Civil, Environmental, and Geodetic Engineering, Columbus, OH, United States and Gretchen Keppel-Aleks, University of Michigan Ann Arbor, Climate and Space Sciences and Engineering, Ann Arbor, MI, United States
 
A data driven approach towards addressing satellite geometry dependent variations in solar-induced fluorescence (SIF) (526901)
Joanna Joiner, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Yasuko Yoshida, SSAI, Greenbelt, MD, United States, Philipp Koehler, California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States, Christian Frankenberg, NASA Jet Propulsion Laboratory, Pasadena, CA, United States, Petya K. E. Campbell, UMBC, Greenbelt, MD, United States, Nicholas Parazoo, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States and Luis Guanter, Polytechnic University of Valencia, Valencia, Spain
 
The potential of red SIF for estimating GPP can be improved by downscaling from canopy level to photosystem level (527660)
Xinjie Liu, Liangyun Liu, Jiaochan Hu and Shanshan Du, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China
 
The potential of satellite SIF observations for urban ecology research (530303)
Yongguang Zhang and Songhan Wang, Nanjing University, Nanjing, China
 
Observing solar-induced chlorophyll fluorescence from GOSAT and GOSAT-2 (530975)
Haruki Oshio, National Institute for Environmental Studies, Tsukuba, Japan, Yukio Yoshida, NIES, Tsukuba, Japan and Tsuneo Matsunaga, Natl Inst Environal Studies, Tsukuba, Japan
 
Global observations of the diffuse radiation fertilization effect through the OCO-2 solar-induced chlorophyll florescence product (538196)
Xin Xi, Michigan Technological University, Houghton, MI, United States, Neerav Kaushal, Michigan Technological University, Physics, Houghton, MI, United States, Min Chen, Pacific Northwest National Laboratory, Joint Global Change Research Institute, College Park, MD, United States and Thomas Taylor, Colorado State University, Atmospheric Science, Fort Collins, CO, United States; Cooperative Institute for Research in the Atmosphere, Fort Collins, CO, United States
 
Towards a harmonized, long term time series of vegetation chlorophyll fluorescence (Invited) (549170)
Nicholas Parazoo1, Christian Frankenberg1, Philipp Koehler2, Joanna Joiner3, Yasuko Yoshida4, Troy Sehlin Magney2, Ying SUN5 and Vineet Yadav6, (1)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (2)California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States, (3)NASA GSFC, Greenbelt, MD, United States, (4)SSAI, Greenbelt, MD, United States, (5)Assistant Professor, School of Integrative Plant Science, Ithaca, NY, United States, (6)Jet Propulsion Laboratory, Pasadena, CA, United States
 
A new quantitative framework for understanding and simulating how light drives photosynthesis (559879)
Jennifer Johnson and Joseph A Berry, Carnegie Institution for Science, Stanford, CA, United States
 
Global analysis of comparing Solar-induced chlorophyll fluorescence (SIF), FLUXNET2015 observations and VEgetation-Global-Atmosphere-Soil (VEGAS) model (563534)
Di Liu1, Ning Zeng2, Pengfei Han3, Zhiqiang Liu4, Ke Zheng4 and Qixiang Cai4, (1)Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China, (2)University of Maryland, Department of Atmospheric and Oceanic Science, College Park, United States, (3)Institute of Atmospheric Physics, Chinese Academy of Sciences, State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Beijing, China, (4)Insititute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China
 
Validation of simulated SIF and GPP by the 3D radiative transfer model FLiES-SIF: A case study in a cool temperate deciduous forest (571568)
Yuma Sakai1, Hideki Kobayashi2, Tomomichi Kato3, Katsuo Tsujimoto4, Kenlo Nishida Nasahara5, Tomoko Akitsu5, Shohei Murayama6, Hibiki Noda7, Hiroyuki Muraoka8, Toshiyuki Ohtsuka9, Shinpei Yoshitake10 and Kouki Kikosaka4, (1)JAMSTEC Japan Agency for Marine-Earth Science and Technology, Kanagawa, Japan, (2)Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan, (3)Hokkaido University, Sapporo, Japan, (4)Tohoku University, Sendai, Japan, (5)University of Tsukuba, Tsukuba, Japan, (6)National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan, (7)NIES National Institute of Environmental Studies, Tsukuba, Japan, (8)Gifu University, Gifu, Japan, (9)Gifu University, River Basin Research Center, Gifu, Japan, (10)Waseda University, Faculty of Education and Integrated Arts and Sciences, Tokyo, Japan
 
From Directional to Total Canopy Fluorescence Emission As A Better Proxy of Remote Sensing of Photosynthesis (572249)
Zhaoying Zhang1, Yongguang Zhang1, Jingming Chen2, Luis Guanter3, Liming He4 and Wei He1, (1)Nanjing University, Nanjing, China, (2)University of Toronto, Toronto, Canada, (3)Polytechnic University of Valencia, Valencia, Spain, (4)Laboratory of Environmental Model and Data Optima, Laurel, MD, United States
 
Global Analysis of the Relationship Between Solar Induced Chlorophyll Fluorescence (SIF) and Gross Primary Production (GPP) (577523)
Haiqiang Gao1,2, Shuguang Liu3, Weizhi LU4, Andrew R Smith5, Juyang Liao6, Zhenming Wu7, Li Xiao8, Zhao Wang8, Xi Peng8, Qinyuan Li8 and Yujun Feng8, (1)Changsha, Hunan, China, (2)Central South University of Forestry and Technology, National Engineering Laboratory for Applied Technology of Forestry & Ecology in South China, Changsha, China, (3)Central South University of Forestry and Technology, National Engineering Laboratory of Applied Technology of Forestry & Ecology for Southern China, Changsha, China, (4)State Oceanic Administration, Dalian, China, (5)Bangor University, Bangor, United Kingdom, (6)Hunan Forest Botanical Garden, Changsha, China, (7)Forestry Department of Hunan Province, Changsha, China, (8)Central South University of Forestry and Technology, Changsha, China
 
Sun-Induced Chlorophyll Fluorescence Heterogeneity: a Novel Metric to Measure Functional Diversity in Terrestrial Ecosystems (580751)
Giulia Tagliabue1, Cinzia Panigada1, Marco Celesti1, Sergio Cogliati1, Roberto Colombo1, Mirco Migliavacca2, Uwe Rascher3, Duccio Rocchini4, Dirk Schuettemeyer5 and Micol Rossini1, (1)University of Milano - Bicocca, Department of Earth and Environmental Sciences, Milan, Italy, (2)Max-Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany, (3)Forschungszentrum Jülich, Jülich, Germany, (4)University of Trento, Center Agriculture Food Environment, S. Michele all'Adige, Italy, (5)ESA-ESTEC, European Space Research and Technology Centre, Noordwijk, Netherlands
 
Sun-induced chlorophyll fluorescence of four temperate tree species under short-term heat events (582973)
Feng Wang, Chinese Academy of Forestry, Institute of Desertification Studies, Beijing, China
 
Applications of a spatially contiguous solar-induced chlorophyll fluorescence product predicted by a machine learning algorithm (591002)
Katja Grossmann1, Frederik Mayer1, Jochen Stutz2 and Andre Butz1, (1)Universität Heidelberg, Institut für Umweltphysik, Heidelberg, Germany, (2)UCLA, Los Angeles, CA, United States
 
Decoupling of Slow and Fast-Response Physiological Dynamics of Sun-Induced Fluorescence and Photochemical Reflectance Index Time-Series Using Singular Spectrum Analysis Method. (597504)
Khelvi Biriukova1, Javier Pacheco-Labrador2, Miguel D Mahecha2, Mirco Migliavacca3 and Micol Rossini1, (1)University of Milano - Bicocca, Department of Earth and Environmental Sciences, Milan, Italy, (2)Max Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany, (3)Max-Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany
 
Global Retrievals of Solar‐Induced Chlorophyll Fluorescence With TROPOMI (597835)
Philipp Koehler1, Christian Frankenberg2,3, Nicholas Parazoo2, Joanna Joiner4, Troy Sehlin Magney1 and Jochen Landgraf5, (1)California Institute of Technology, Pasadena, CA, United States, (2)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (3)California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States, (4)NASA GSFC, Greenbelt, MD, United States, (5)SRON Netherlands Institute for Space Research, Utrecht, Netherlands
 
NIRvH: Decoupling the soil and vegetation contribution in mixed pixel radiance for the fluorescence yield estimation (623859)
Yelu Zeng1, Grayson Badgley1, Dalei Hao2, Alexander Damm3, Uwe Rascher4, Vera Krieger4, Min Chen2 and Joe A Berry1, (1)Carnegie Institution for Science Stanford, Stanford, CA, United States, (2)Pacific Northwest National Laboratory, Joint Global Change Research Institute, College Park, MD, United States, (3)EAWAG Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland, (4)Forschungszentrum Jülich, Jülich, Germany
 
The spatio-temporal variation, and its drivers, of solar induced fluorescence in a temperate forest ecosystem. (624247)
Andrew Jablonski1, Manuel Lerdau1, Koong Yi1, Atticus E Stovall2 and Xi Yang1, (1)University of Virginia, Charlottesville, VA, United States, (2)NASA Goddard Space Flight Center, Washington, DC, United States
 
Assessing the Photosynthetic Dynamics in Climate-changing Mongolia Using Satellite-derived Sun-induced Chlorophyll Fluorescence (SIF) and Photochemical Reflectance Index (PRI) (624302)
Tomoki Kiyono, Tsukuba, Ibaraki, Japan, Hibiki Noda, NIES National Institute of Environmental Studies, Tsukuba, Japan, Kouki Kikosaka, Tohoku University, Sendai, Japan, Tomo'omi Kumagai, Nagoya University, Institute for Space-Earth Environmental Research, Nagoya, Japan, Yukio Yoshida, NIES, Tsukuba, Japan, Haruki Oshio, National Institute for Environmental Studies, Tsukuba, Japan and Tsuneo Matsunaga, Natl Inst Environal Studies, Tsukuba, Japan
 
Evaluating the Relationship between the Sun-induced Chlorophyll Fluorescence and Photosynthesis in a Mangrove Forest (630609)
Chen Shi, Capital Normal University, College of Resources Environment and Tourism, Beijing, China
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