4.5 Article

Evaluating GPP and Respiration Estimates Over Northern Midlatitude Ecosystems Using Solar-Induced Fluorescence and Atmospheric CO2 Measurements

Journal

JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES
Volume 123, Issue 9, Pages 2976-2997

Publisher

AMER GEOPHYSICAL UNION
DOI: 10.1029/2018JG004472

Keywords

carbon cycle; terrestrial biosphere model; solar-induced fluorescence; Total Carbon Column Observing Network; GOSAT; FLUXCOM

Funding

  1. Canadian Space Agency
  2. NSERC
  3. Environment and Climate Change Canada
  4. National Science Foundation Science and Technology Center for Multi-Scale Modeling of Atmospheric Processes [ATM-04252467]

Ask authors/readers for more resources

On regional to global scales, few constraints exist on gross primary productivity (GPP) and ecosystem respiration (R-e) fluxes. Yet constraints on these fluxes are critical for evaluating and improving terrestrial biosphere models. In this study, we evaluate the seasonal cycle of GPP, R-e, and net ecosystem exchange (NEE) produced by four terrestrial biosphere models and FLUXCOM, a data-driven model, over northern midlatitude ecosystems. We evaluate the seasonal cycle of GPP and NEE using solar-induced fluorescence retrieved from the Global Ozone Monitoring Experiment-2 and column-averaged dry-air mole fractions of CO2 (X-CO2) from the Total Carbon Column Observing Network, respectively. We then infer R-e by combining constraints on GPP with constraints on NEE from two flux inversions. An ensemble of optimized R-e seasonal cycles is generated using five GPP estimates and two NEE estimates. The optimized R-e curves generally show high consistency with each other, with the largest differences due to the magnitude of GPP. We find optimized R-e exhibits a systematically broader summer maximum than modeled R-e, with values lower during June-July and higher during the fall than R-e. Further analysis suggests that the differences could be due to seasonal variations in the carbon use efficiency (possibly due to an ecosystem-scale Kok effect) and to seasonal variations in the leaf litter and fine root carbon pool. The results suggest that the inclusion of variable carbon use efficiency for autotrophic respiration and carbon pool dependence for heterotrophic respiration is important for accurately simulating R-e.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.5
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Environmental Sciences

Tipping point in North American Arctic-Boreal carbon sink persists in new generation Earth system models despite reduced uncertainty

Renato K. Braghiere, Joshua B. Fisher, Kimberley R. Miner, Charles E. Miller, John R. Worden, David S. Schimel, Christian Frankenberg

Summary: Estimating the impacts of climate change on the global carbon cycle relies on projections from Earth system models (ESMs). The new generation of increased complexity ESMs in the Intergovernmental Panel on Climate Change Sixth Assessment Report aims to improve future climate projections. In this study, CMIP5 and CMIP6 ensembles were benchmarked using ILAMB tool over the NASA Arctic-Boreal vulnerability experiment (ABoVE) region in North America, showing that CMIP6 has higher projected average net biome production (NBP) in 2100 compared to CMIP5, and better agreement with contemporary observed carbon cycle variables.

ENVIRONMENTAL RESEARCH LETTERS (2023)

Article Biodiversity Conservation

The ecosystem wilting point defines drought response and recovery of a Quercus-Carya forest

Jeffrey D. D. Wood, Lianhong Gu, Paul J. J. Hanson, Christian Frankenberg, Lawren Sack

Summary: Soil and atmospheric droughts pose increasing threats to plant survival and productivity worldwide. However, there are conceptual gaps that limit our ability to predict the impacts of drought on ecosystems under climate change. This study introduces the concept of the ecosystem wilting point (psi(EWP)), which integrates the drought response of a plant community across the soil-plant-atmosphere continuum. The findings show that psi(EWP) serves as a threshold defining significant shifts in ecosystem functional state.

GLOBAL CHANGE BIOLOGY (2023)

Article Physics, Atomic, Molecular & Chemical

Measurements of perfluoro-n-heptane and perfluoro-n-octane absorption cross-sections from 300 to 350 K

Muhammad Osama Ishtiak, Orfeo Colebatch, Karine Le Bris, Paul J. Godin, Kimberly Strong

Summary: Perfluoroalkanes are fully fluorinated greenhouse gases with long atmospheric lifetimes. Despite regulation, their concentrations have continued to increase. This study provides spectral data for perfluoro-n-heptane and perfluoro-n-octane to calculate climate metrics. The results show agreement with literature values and reveal no significant temperature dependence.

JOURNAL OF MOLECULAR SPECTROSCOPY (2023)

Article Environmental Sciences

Methane emissions decline from reduced oil, natural gas, and refinery production during COVID-19d

A. K. Thorpe, E. A. Kort, D. H. Cusworth, A. K. Ayasse, B. D. Bue, V Yadav, D. R. Thompson, C. Frankenberg, J. Herner, M. Falk, R. O. Green, C. E. Miller, R. M. Duren

Summary: In the summer of 2020, the AVIRIS-NG airborne imaging spectrometer conducted surveys in California's Southern San Joaquin Valley and the South Bay to identify and analyze anthropogenic methane emissions. The results showed a decrease in CH4 emissions from the energy and oil & natural gas sectors, with variations observed across different facilities and sectors. This study not only assessed the impact of COVID-19 on CH4 emissions but also highlighted the potential of remote sensing technology in quantifying emissions at a sector and facility level.

ENVIRONMENTAL RESEARCH COMMUNICATIONS (2023)

Article Meteorology & Atmospheric Sciences

Modeling Global Vegetation Gross Primary Productivity, Transpiration and Hyperspectral Canopy Radiative Transfer Simultaneously Using a Next Generation Land Surface Model-CliMA Land

Y. Wang, R. K. Braghiere, M. Longo, A. J. Norton, P. Kohler, R. Doughty, Y. Yin, A. A. Bloom, C. Frankenberg

Summary: Recent progress in satellite observations has allowed us to monitor vegetation activity at a global scale. However, there is a challenge in using remotely sensed data to fully understand land surface models due to inconsistencies in simulated and observed quantities. To bridge this gap, we presented an overview of the next generation land model developed within the Climate Modeling Alliance (CliMA) that can simulate various vegetation indices and radiative transfer.

JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2023)

Article Meteorology & Atmospheric Sciences

Exceptional Wildfire Enhancements of PAN, C2H4, CH3OH, and HCOOH Over the Canadian High Arctic During August 2017

T. Wizenberg, K. Strong, D. B. A. Jones, E. Lutsch, E. Mahieu, B. Franco, L. Clarisse

Summary: During August 17-22, 2017, significant increases in the total columns of CO, PAN, C2H4, CH3OH, and HCOOH were observed in the Canadian high Arctic, which were attributed to wildfires in British Columbia and the Northwest Territories of Canada. The emission factors of C2H4 and HCOOH were found to be higher than previous studies, indicating unusually high emissions from these fires. Simulations using the GEOS-Chem model showed that adjusting the injection heights significantly improved the agreement between model results and observations.

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2023)

Article Geosciences, Multidisciplinary

Drought and Waterlogging Stress Regimes in Northern Peatlands Detected Through Satellite Retrieved Solar-Induced Chlorophyll Fluorescence

Bram Valkenborg, Gabrielle J. M. De Lannoy, Alexander Gruber, Diego G. Miralles, Philipp Koehler, Christian Frankenberg, Ankur R. Desai, Elyn Humphreys, Janina Klatt, Annalea Lohila, Mats B. Nilsson, Eeva-Stiina Tuittila, Michel Bechtold

Summary: This study investigates water-related vegetation stress in northern peatlands using satellite-observed Solar-Induced chlorophyll Fluorescence (SIF). The results show that most locations experience both drought and waterlogging stress, while some regions only experience waterlogging or drought stress. The study finds that the minimal water-related vegetation stress occurs at a water table depth of -0.22 m (short-term) and -0.20 m (long-term).

GEOPHYSICAL RESEARCH LETTERS (2023)

Article Geosciences, Multidisciplinary

First Light Demonstration of Red Solar Induced Fluorescence for Harmful Algal Bloom Monitoring

Kelly Luis, Philipp Koehler, Christian Frankenberg, Michelle Gierach

Summary: This study explores the use of TROPOMI's red SIF for detecting Karenia brevis, comparing it with the standard remote sensing HAB indicator MODIS-Aqua. The results show that red SIF provides more spatiotemporal fluorescence information than nFLH and can be used for detection under cloudy conditions, which improves early warning systems for harmful algal blooms.

GEOPHYSICAL RESEARCH LETTERS (2023)

Article Biodiversity Conservation

Elucidating climatic drivers of photosynthesis by tropical forests

Yuan Wang, Junjie Liu, Paul O. Wennberg, Liyin He, Damien Bonal, Philipp Kohler, Christian Frankenberg, Stephen Sitch, Pierre Friedlingstein

Summary: Tropical forests have a crucial role in regulating the global carbon cycle, but their response to climate change is uncertain. A new study using spaceborne measurements of solar-induced chlorophyll fluorescence (SIF) found that the dependence of tropical forest gross primary production (GPP) on climate variables is highly heterogeneous. Water-related factors such as vapor pressure deficit (VPD) and soil moisture influence GPP in African forests, while energy-related factors such as photosynthetically active radiation (PAR) and surface temperature affect GPP in Southeast Asian forests. The current vegetation models may not accurately represent the complex interactions between carbon and water cycles in the tropics, making projections of future carbon dynamics less robust.

GLOBAL CHANGE BIOLOGY (2023)

Article Geosciences, Multidisciplinary

Network for the Detection of Atmospheric Composition Change (NDACC) Fourier transform infrared (FTIR) trace gas measurements at the University of Toronto Atmospheric Observatory from 2002 to 2020

Shoma Yamanouchi, Stephanie Conway, Kimberly Strong, Orfeo Colebatch, Erik Lutsch, Sebastien Roche, Jeffrey Taylor, Cynthia H. Whaley, Aldona Wiacek

Summary: This study presents 19 years of atmospheric composition measurements obtained from the University of Toronto Atmospheric Observatory using FTIR technology. The data, including 14 different species, have been archived and made publicly available, highlighting the scientific significance of this research.

EARTH SYSTEM SCIENCE DATA (2023)

Article Environmental Sciences

Anomalies of O3, CO, C2H2, H2CO, and C2H6 detected with multiple ground-based Fourier-transform infrared spectrometers and assessed with model simulation in 2020: COVID-19 lockdowns versus natural variability

Ivan Ortega, Benjamin Gaubert, James W. Hannigan, Guy Brasseur, Helen M. Worden, Thomas Blumenstock, Hao Fu, Frank Hase, Pascal Jeseck, Nicholas Jones, Cheng Liu, Emmanuel Mahieu, Isamu Morino, Isao Murata, Justus Notholt, Mathias Palm, Amelie Roehling, Yao Te, Kimberly Strong, Youwen Sun, Shoma Yamanouchi

Summary: This study quantifies the anomalies of tropospheric ozone (O3), carbon monoxide (CO), acetylene (C2H2), formaldehyde (H2CO), and ethane (C2H6) during the global COVID-19 lockdown using ground-based Fourier-transform infrared spectrometers. The results show a decrease in tropospheric ozone and formaldehyde, as well as a mixed response in carbon monoxide depending on the location. The simulations reproduce these anomalies and suggest that natural variability plays a significant role.

ELEMENTA-SCIENCE OF THE ANTHROPOCENE (2023)

Article Geosciences, Multidisciplinary

National CO2 budgets (2015-2020) inferred from atmospheric CO2 observations in support of the global stocktake

Brendan Byrne, David F. Baker, Sourish Basu, Michael Bertolacci, Kevin W. Bowman, Dustin Carroll, Abhishek Chatterjee, Frederic Chevallier, Philippe Ciais, Noel Cressie, David Crisp, Sean Crowell, Feng Deng, Zhu Deng, Nicholas M. Deutscher, Manvendra K. Dubey, Sha Feng, Omaira E. Garcia, David W. T. Griffith, Benedikt Herkommer, Lei Hu, Andrew R. Jacobson, Rajesh Janardanan, Sujong Jeong, Matthew S. Johnson, Dylan B. A. Jones, Rigel Kivi, Junjie Liu, Zhiqiang Liu, Shamil Maksyutov, John B. Miller, Scot M. Miller, Isamu Morino, Justus Notholt, Tomohiro Oda, Christopher W. O'Dell, Young-Suk Oh, Hirofumi Ohyama, Prabir K. Patra, Helene Peiro, Christof Petri, Sajeev Philip, David F. Pollard, Benjamin Poulter, Marine Remaud, Andrew Schuh, Mahesh K. Sha, Kei Shiomi, Kimberly Strong, Colm Sweeney, Yao Te, Hanqin Tian, Voltaire A. Velazco, Mihalis Vrekoussis, Thorsten Warneke, John R. Worden, Debra Wunch, Yuanzhi Yao, Jeongmin Yun, Andrew Zammit-Mangion, Ning Zeng

Summary: Accurate accounting of CO2 emissions and removals is crucial for emission reduction targets, and this study provides a pilot dataset of net carbon exchange and terrestrial carbon stock changes for different countries to inform carbon budgets. The estimates are based on top-down modeling outputs using OCO-2 data, combined with bottom-up estimates of fossil fuel emissions and lateral carbon fluxes. Increases in terrestrial carbon stocks are observed, particularly in the northern extra tropics, while the tropics show variable stock losses. The study discusses the current state and future developments of top-down monitoring and verification systems for tracking emissions and removals.

EARTH SYSTEM SCIENCE DATA (2023)

Article Meteorology & Atmospheric Sciences

Using portable low-resolution spectrometers to evaluate Total Carbon Column Observing Network (TCCON) biases in North America

Nasrin Mostafavi Pak, Jacob K. Hedelius, Sebastien Roche, Liz Cunningham, Bianca Baier, Colm Sweeney, Coleen Roehl, Joshua Laughner, Geoffrey Toon, Paul Wennberg, Harrison Parker, Colin Arrowsmith, Joseph Mendonca, Pierre Fogal, Tyler Wizenberg, Beatriz Herrera, Kimberly Strong, Kaley A. Walker, Felix Vogel, Debra Wunch

Summary: EM27/SUN devices are portable solar-viewing Fourier transform spectrometers used widely for greenhouse gas measurements. In a 6-week-long campaign, the devices were taken to five TCCON stations to evaluate their performance and constrain site-to-site bias. New data products were developed using previous and current versions of the retrieval algorithm. The measurements remained consistent with each other, and biases were reduced in the newer version, except for CO measurements influenced by urban emissions.

ATMOSPHERIC MEASUREMENT TECHNIQUES (2023)

Article Environmental Sciences

Constraining Plant Hydraulics With Microwave Radiometry in a Land Surface Model: Impacts of Temporal Resolution

Nataniel Holtzman, Yujie Wang, Jeffrey D. Wood, Christian Frankenberg, Alexandra G. Konings

Summary: Vegetation water content is essential for transpiration, plant mortality, and wildfire risk. Microwave remote sensing can provide direct measurements of VWC, and high-temporal-resolution observations can improve the determination of ecosystem parameters and fluxes.

WATER RESOURCES RESEARCH (2023)

Article Geochemistry & Geophysics

Algae Blooms on the Greenland Ice Sheet Detected Through Solar-Induced Fluorescence

Cynthia Gerlein-Safdi, Philipp Koehler, Shujie Wang, Mark Flanner, Gretchen Keppel-Aleks, Christian Frankenberg

Summary: This study utilizes solar-induced chlorophyll fluorescence (SIF) data and a random walker algorithm to confirm the extent and timing of algae blooms on the Greenland ice sheet. The SIF-based maps are highly correlated with Sentinel-3 data.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2023)

No Data Available