Articles | Volume 18, issue 24
https://doi.org/10.5194/bg-18-6579-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/bg-18-6579-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
23 Dec 2021
Research article |
| 23 Dec 2021
| 23 Dec 2021
Extreme events driving year-to-year differences in gross primary productivity across the US
Department of Atmospheric Sciences, University of Washington, Seattle, WA 98195, USA
Philipp Köhler
Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA 91226, USA
Troy S. Magney
Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
Christian Frankenberg
Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA 91226, USA
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA
Inez Fung
Department of Earth and Planetary Science, University of California, Berkeley, Berkeley, CA 94720, USA
Ronald C. Cohen
Department of Earth and Planetary Science, University of California, Berkeley, Berkeley, CA 94720, USA
College of Chemistry, University of California, Berkeley, Berkeley, CA 94720, USA
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Cited
25 citations as recorded by crossref.
- Monitoring the impact of forest changes on carbon uptake with solar-induced fluorescence measurements from GOME-2A and TROPOMI for an Australian and Chinese case study J. Anema et al.
- Evaluating the impact of drought-vegetation loss coupling on eco-hydrological stability in the Yellow River Basin, China C. Du et al.
- A comparative analysis of GHG inventories and ecosystems carbon absorption in Brazil L. da Costa et al.
- A simple approach to enhance the TROPOMI solar-induced chlorophyll fluorescence product by combining with canopy reflected radiation at near-infrared band X. Liu et al.
- Platespect: A new model for leaf fluorescence spectra Y. Wang et al.
- A Spatially Downscaled TROPOMI SIF Product at 0.005° Resolution With Bias Correction J. Hu et al.
- A Geographically Random Machine Learning Model for GOME-2 Global Seamless Sun-Induced Chlorophyll Fluorescence Downscaling Products With High Spatiotemporal Resolution S. He et al.
- Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics X. Wang et al.
- Improving process-based modeling of crop production in the DayCent ecosystem model with solar-induced chlorophyll fluorescence W. Sun et al.
- Crop diversification improves water-use efficiency and regional water sustainability S. Ruehr et al.
- CNSIF: A reconstructed monthly 500-meter spatial resolution solar-induced chlorophyll fluorescence dataset in China K. Du et al.
- Improved consistency in solar-induced fluorescence retrievals from GOME-2A with the SIFTER v3 algorithm J. Anema et al.
- Solar-Induced Chlorophyll Fluorescence (SIF): Towards a Better Understanding of Vegetation Dynamics and Carbon Uptake in Arctic-Boreal Ecosystems R. Cheng
- The weekly cycle of photosynthesis in Europe reveals the negative impact of particulate pollution on ecosystem productivity L. He et al.
- Photosynthetic Activity of Phytocenoses and its Relationships with Environmental Parameters in Southern Western Siberia from Reanalysis Data and Satellite Observations A. Skorokhodov & T. Zhuravleva
- Drivers of atmospheric CO2 concentration in southeast Brazil: Insights from land use change, vegetation, and climate factors L. da Costa et al.
- Evaluating photosynthetic activity across Arctic-Boreal land cover types using solar-induced fluorescence R. Cheng et al.
- Measurements of Atmosphere–Biosphere Exchange of Oxidized Nitrogen and Implications for the Chemistry of Atmospheric NOx E. Delaria & R. Cohen
- Sun-induced fluorescence as a proxy for primary productivity across vegetation types and climates M. Pickering et al.
- Flood Impacts on Net Ecosystem Exchange in the Midwestern and Southern United States in 2019 N. Balashov et al.
- The legacy effect of tropical cyclone rainfall on gross primary productivity in arid and semi-arid regions Z. Liu et al.
- Proximal Measurements of Solar-Induced Fluorescence and Surface Reflectance Capture Seasonal Productivity and Drought Stress Dynamics in a Semiarid Grassland Ecosystem X. Wang et al.
- High spatial resolution solar-induced chlorophyll fluorescence and its relation to rainfall precipitation across Brazilian ecosystems L. da Costa et al.
- A convolutional neural network for spatial downscaling of satellite-based solar-induced chlorophyll fluorescence (SIFnet) J. Gensheimer et al.
- Sustained Reductions of Bay Area CO2 Emissions 2018–2022 N. Asimow et al.
25 citations as recorded by crossref.
- Monitoring the impact of forest changes on carbon uptake with solar-induced fluorescence measurements from GOME-2A and TROPOMI for an Australian and Chinese case study J. Anema et al.
- Evaluating the impact of drought-vegetation loss coupling on eco-hydrological stability in the Yellow River Basin, China C. Du et al.
- A comparative analysis of GHG inventories and ecosystems carbon absorption in Brazil L. da Costa et al.
- A simple approach to enhance the TROPOMI solar-induced chlorophyll fluorescence product by combining with canopy reflected radiation at near-infrared band X. Liu et al.
- Platespect: A new model for leaf fluorescence spectra Y. Wang et al.
- A Spatially Downscaled TROPOMI SIF Product at 0.005° Resolution With Bias Correction J. Hu et al.
- A Geographically Random Machine Learning Model for GOME-2 Global Seamless Sun-Induced Chlorophyll Fluorescence Downscaling Products With High Spatiotemporal Resolution S. He et al.
- Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics X. Wang et al.
- Improving process-based modeling of crop production in the DayCent ecosystem model with solar-induced chlorophyll fluorescence W. Sun et al.
- Crop diversification improves water-use efficiency and regional water sustainability S. Ruehr et al.
- CNSIF: A reconstructed monthly 500-meter spatial resolution solar-induced chlorophyll fluorescence dataset in China K. Du et al.
- Improved consistency in solar-induced fluorescence retrievals from GOME-2A with the SIFTER v3 algorithm J. Anema et al.
- Solar-Induced Chlorophyll Fluorescence (SIF): Towards a Better Understanding of Vegetation Dynamics and Carbon Uptake in Arctic-Boreal Ecosystems R. Cheng
- The weekly cycle of photosynthesis in Europe reveals the negative impact of particulate pollution on ecosystem productivity L. He et al.
- Photosynthetic Activity of Phytocenoses and its Relationships with Environmental Parameters in Southern Western Siberia from Reanalysis Data and Satellite Observations A. Skorokhodov & T. Zhuravleva
- Drivers of atmospheric CO2 concentration in southeast Brazil: Insights from land use change, vegetation, and climate factors L. da Costa et al.
- Evaluating photosynthetic activity across Arctic-Boreal land cover types using solar-induced fluorescence R. Cheng et al.
- Measurements of Atmosphere–Biosphere Exchange of Oxidized Nitrogen and Implications for the Chemistry of Atmospheric NOx E. Delaria & R. Cohen
- Sun-induced fluorescence as a proxy for primary productivity across vegetation types and climates M. Pickering et al.
- Flood Impacts on Net Ecosystem Exchange in the Midwestern and Southern United States in 2019 N. Balashov et al.
- The legacy effect of tropical cyclone rainfall on gross primary productivity in arid and semi-arid regions Z. Liu et al.
- Proximal Measurements of Solar-Induced Fluorescence and Surface Reflectance Capture Seasonal Productivity and Drought Stress Dynamics in a Semiarid Grassland Ecosystem X. Wang et al.
- High spatial resolution solar-induced chlorophyll fluorescence and its relation to rainfall precipitation across Brazilian ecosystems L. da Costa et al.
- A convolutional neural network for spatial downscaling of satellite-based solar-induced chlorophyll fluorescence (SIFnet) J. Gensheimer et al.
- Sustained Reductions of Bay Area CO2 Emissions 2018–2022 N. Asimow et al.
Saved (final revised paper)
Latest update: 02 May 2026
Short summary
This work builds a high-resolution estimate (500 m) of gross primary productivity (GPP) over the US using satellite measurements of solar-induced chlorophyll fluorescence (SIF) from the TROPOspheric Monitoring Instrument (TROPOMI) between 2018 and 2020. We identify ecosystem-specific scaling factors for estimating gross primary productivity (GPP) from TROPOMI SIF. Extreme precipitation events drive four regional GPP anomalies that account for 28 % of year-to-year GPP differences across the US.
This work builds a high-resolution estimate (500 m) of gross primary productivity (GPP) over the...
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