Articles | Volume 17, issue 2
https://doi.org/10.5194/bg-17-405-2020
© Author(s) 2020. 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-17-405-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
A double peak in the seasonality of California's photosynthesis as observed from space
Alexander J. Turner
CORRESPONDING AUTHOR
Department of Earth and Planetary Sciences, University of California, Berkeley, CA 94720, USA
College of Chemistry, University of California, Berkeley, CA 94720, USA
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA
Philipp Köhler
Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA 91226, USA
Troy S. Magney
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA
Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA 91226, USA
Department of Plant Sciences, University of California, Davis, CA 95616, USA
Christian Frankenberg
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA
Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA 91226, USA
Inez Fung
Department of Earth and Planetary Sciences, University of California, Berkeley, CA 94720, USA
Ronald C. Cohen
Department of Earth and Planetary Sciences, University of California, Berkeley, CA 94720, USA
College of Chemistry, University of California, Berkeley, CA 94720, USA
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Cited
65 citations as recorded by crossref.
- Impact of radiation variations on temporal upscaling of instantaneous Solar-Induced Chlorophyll Fluorescence R. Cheng et al. 10.1016/j.agrformet.2022.109197
- Spatial Statistical Prediction of Solar-Induced Chlorophyll Fluorescence (SIF) from Multivariate OCO-2 Data J. Jacobson et al. 10.3390/rs15164038
- The potential of NIRvP in estimating evapotranspiration C. Ersi et al. 10.1016/j.rse.2024.114405
- A Modified Vegetation Photosynthesis and Respiration Model (VPRM) for the Eastern USA and Canada, Evaluated With Comparison to Atmospheric Observations and Other Biospheric Models S. Gourdji et al. 10.1029/2021JG006290
- Observed Impacts of COVID‐19 on Urban CO2 Emissions A. Turner et al. 10.1029/2020GL090037
- Integrating remote sensing with ecology and evolution to advance biodiversity conservation J. Cavender-Bares et al. 10.1038/s41559-022-01702-5
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- TROPOMI SIF reveals large uncertainty in estimating the end of plant growing season from vegetation indices data in the Tibetan Plateau J. Yang et al. 10.1016/j.rse.2022.113209
- Downscaling Solar-Induced Chlorophyll Fluorescence to a 0.05° Monthly Product Using AVHRR Data in East Asia (1995–2003) Y. Jin et al. 10.1109/JSTARS.2024.3369332
- Air quality improvements can strengthen China’s food security X. Liu et al. 10.1038/s43016-023-00882-y
- SIF-based GPP modeling for evergreen forests considering the seasonal variation in maximum photochemical efficiency R. Chen et al. 10.1016/j.agrformet.2023.109814
- Elucidating climatic drivers of photosynthesis by tropical forests Y. Wang et al. 10.1111/gcb.16837
- Comparison of Thermal Infrared-Derived Maps of Irrigated and Non-Irrigated Vegetation in Urban and Non-Urban Areas of Southern California R. Coleman et al. 10.3390/rs12244102
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- A Regional Earth System Data Lab for Understanding Ecosystem Dynamics: An Example from Tropical South America L. Estupinan-Suarez et al. 10.3389/feart.2021.613395
- Combining near-infrared radiance of vegetation and fluorescence spectroscopy to detect effects of abiotic changes and stresses Y. Zeng et al. 10.1016/j.rse.2021.112856
- Global‐Scale Consistency of Spaceborne Vegetation Indices, Chlorophyll Fluorescence, and Photosynthesis R. Doughty et al. 10.1029/2020JG006136
- Evaluating photosynthetic activity across Arctic-Boreal land cover types using solar-induced fluorescence R. Cheng et al. 10.1088/1748-9326/ac9dae
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- Estimating near-infrared reflectance of vegetation from hyperspectral data Y. Zeng et al. 10.1016/j.rse.2021.112723
- Development of a Solar-Induced Fluorescence─Canopy Conductance Model and Its Application to Stomatal Reactive Nitrogen Deposition E. Delaria et al. 10.1021/acsearthspacechem.1c00260
- Mineral Luminescence Observed From Space P. Köhler et al. 10.1029/2021GL095227
- Globally ubiquitous negative effects of nitrogen dioxide on crop growth D. Lobell et al. 10.1126/sciadv.abm9909
- ECOSTRESS estimates gross primary production with fine spatial resolution for different times of day from the International Space Station X. Li et al. 10.1016/j.rse.2021.112360
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- Satellite-based reflectances capture large fraction of variability in global gross primary production (GPP) at weekly time scales J. Joiner & Y. Yoshida 10.1016/j.agrformet.2020.108092
- AmeriFlux: Its Impact on our understanding of the ‘breathing of the biosphere’, after 25 years D. Baldocchi et al. 10.1016/j.agrformet.2024.109929
- The weekly cycle of photosynthesis in Europe reveals the negative impact of particulate pollution on ecosystem productivity L. He et al. 10.1073/pnas.2306507120
- Simulating spatially distributed solar-induced chlorophyll fluorescence using a BEPS-SCOPE coupling framework T. Cui et al. 10.1016/j.agrformet.2020.108169
- Improved Vegetation Photosynthetic Phenology Monitoring in the Northern Ecosystems Using Total Canopy Solar‐Induced Chlorophyll Fluorescence Derived From TROPOMI H. Liu et al. 10.1029/2022JG007369
- Reductions in California's Urban Fossil Fuel CO2 Emissions During the COVID‐19 Pandemic C. Yañez et al. 10.1029/2022AV000732
- Monitoring of Drought Stress in Chinese Forests Based on Satellite Solar-Induced Chlorophyll Fluorescence and Multi-Source Remote Sensing Indices H. Ma et al. 10.3390/rs15040879
- Towards sector-based attribution using intra-city variations in satellite-based emission ratios between CO2 and CO D. Wu et al. 10.5194/acp-22-14547-2022
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- Satellite-based solar-induced fluorescence tracks seasonal and elevational patterns of photosynthesis in California’s Sierra Nevada mountains L. Kunik et al. 10.1088/1748-9326/ad07b4
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- A convolutional neural network for spatial downscaling of satellite-based solar-induced chlorophyll fluorescence (SIFnet) J. Gensheimer et al. 10.5194/bg-19-1777-2022
- Quantification of uncertainty caused by geometric location mismatch in the validation of TROPOMI solar-induced chlorophyll fluorescence product Q. Zeng et al. 10.1080/17538947.2024.2330688
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- An Operational Downscaling Method of Solar-Induced Chlorophyll Fluorescence (SIF) for Regional Drought Monitoring Z. Hong et al. 10.3390/agriculture12040547
- TROPOMI observations allow for robust exploration of the relationship between solar-induced chlorophyll fluorescence and terrestrial gross primary production X. Li & J. Xiao 10.1016/j.rse.2021.112748
- The Carbon Cycle of Southeast Australia During 2019–2020: Drought, Fires, and Subsequent Recovery B. Byrne et al. 10.1029/2021AV000469
- Tracking Seasonal and Interannual Variability in Photosynthetic Downregulation in Response to Water Stress at a Temperate Deciduous Forest L. He et al. 10.1029/2018JG005002
- How well do recently reconstructed solar-induced fluorescence datasets model gross primary productivity? A. Shekhar et al. 10.1016/j.rse.2022.113282
- From the Ground to Space: Using Solar‐Induced Chlorophyll Fluorescence to Estimate Crop Productivity L. He et al. 10.1029/2020GL087474
- An Ecosystem-Scale Flux Measurement Strategy to Assess Natural Climate Solutions K. Hemes et al. 10.1021/acs.est.0c06421
- Identification of NOx hotspots from oversampled TROPOMI NO2 column based on image segmentation method K. Wang et al. 10.1016/j.scitotenv.2021.150007
- Spatial covariation between solar-induced fluorescence and vegetation indices from Arctic-Boreal landscapes A. Maguire et al. 10.1088/1748-9326/ac188a
- Spring enhancement and summer reduction in carbon uptake during the 2018 drought in northwestern Europe N. Smith et al. 10.1098/rstb.2019.0509
- Improved understanding of the spatially-heterogeneous relationship between satellite solar-induced chlorophyll fluorescence and ecosystem productivity Y. Song et al. 10.1016/j.ecolind.2021.107949
- Large loss and rapid recovery of vegetation cover and aboveground biomass over forest areas in Australia during 2019–2020 Y. Qin et al. 10.1016/j.rse.2022.113087
- Assessing vehicle fuel efficiency using a dense network of CO<sub>2</sub> observations H. Fitzmaurice et al. 10.5194/acp-22-3891-2022
- Time‐Scale Dependent Relations Between Earth Observation Based Proxies of Vegetation Productivity N. Linscheid et al. 10.1029/2021GL093285
- Solar-Induced Chlorophyll Fluorescence (SIF): Towards a Better Understanding of Vegetation Dynamics and Carbon Uptake in Arctic-Boreal Ecosystems R. Cheng 10.1007/s40641-024-00194-8
- Proximal remote sensing and gross primary productivity in a temperate salt marsh A. Vázquez-Lule & R. Vargas 10.1016/j.agrformet.2023.109639
- Using Sentinel-2-Based Metrics to Characterize the Spatial Heterogeneity of FLEX Sun-Induced Chlorophyll Fluorescence on Sub-Pixel Scale N. Jantol et al. 10.3390/rs15194835
- The TROPOSIF global sun-induced fluorescence dataset from the Sentinel-5P TROPOMI mission L. Guanter et al. 10.5194/essd-13-5423-2021
- Sun-induced fluorescence and near-infrared reflectance of vegetation track the seasonal dynamics of gross primary production over Africa A. Mengistu et al. 10.5194/bg-18-2843-2021
- Diverse biosphere influence on carbon and heat in mixed urban Mediterranean landscape revealed by high resolution thermal and optical remote sensing N. Parazoo et al. 10.1016/j.scitotenv.2021.151335
65 citations as recorded by crossref.
- Impact of radiation variations on temporal upscaling of instantaneous Solar-Induced Chlorophyll Fluorescence R. Cheng et al. 10.1016/j.agrformet.2022.109197
- Spatial Statistical Prediction of Solar-Induced Chlorophyll Fluorescence (SIF) from Multivariate OCO-2 Data J. Jacobson et al. 10.3390/rs15164038
- The potential of NIRvP in estimating evapotranspiration C. Ersi et al. 10.1016/j.rse.2024.114405
- A Modified Vegetation Photosynthesis and Respiration Model (VPRM) for the Eastern USA and Canada, Evaluated With Comparison to Atmospheric Observations and Other Biospheric Models S. Gourdji et al. 10.1029/2021JG006290
- Observed Impacts of COVID‐19 on Urban CO2 Emissions A. Turner et al. 10.1029/2020GL090037
- Integrating remote sensing with ecology and evolution to advance biodiversity conservation J. Cavender-Bares et al. 10.1038/s41559-022-01702-5
- Land cover and latitude affect vegetation phenology determined from solar induced fluorescence across Ontario, Canada C. Rogers & J. Chen 10.1016/j.jag.2022.103036
- 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. 10.5194/bg-21-2297-2024
- Spatially varying relevance of hydrometeorological hazards for vegetation productivity extremes J. Kroll et al. 10.5194/bg-19-477-2022
- TROPOMI SIF reveals large uncertainty in estimating the end of plant growing season from vegetation indices data in the Tibetan Plateau J. Yang et al. 10.1016/j.rse.2022.113209
- Downscaling Solar-Induced Chlorophyll Fluorescence to a 0.05° Monthly Product Using AVHRR Data in East Asia (1995–2003) Y. Jin et al. 10.1109/JSTARS.2024.3369332
- Air quality improvements can strengthen China’s food security X. Liu et al. 10.1038/s43016-023-00882-y
- SIF-based GPP modeling for evergreen forests considering the seasonal variation in maximum photochemical efficiency R. Chen et al. 10.1016/j.agrformet.2023.109814
- Elucidating climatic drivers of photosynthesis by tropical forests Y. Wang et al. 10.1111/gcb.16837
- Comparison of Thermal Infrared-Derived Maps of Irrigated and Non-Irrigated Vegetation in Urban and Non-Urban Areas of Southern California R. Coleman et al. 10.3390/rs12244102
- Can upscaling ground nadir SIF to eddy covariance footprint improve the relationship between SIF and GPP in croplands? G. Wu et al. 10.1016/j.agrformet.2023.109532
- A Regional Earth System Data Lab for Understanding Ecosystem Dynamics: An Example from Tropical South America L. Estupinan-Suarez et al. 10.3389/feart.2021.613395
- Combining near-infrared radiance of vegetation and fluorescence spectroscopy to detect effects of abiotic changes and stresses Y. Zeng et al. 10.1016/j.rse.2021.112856
- Global‐Scale Consistency of Spaceborne Vegetation Indices, Chlorophyll Fluorescence, and Photosynthesis R. Doughty et al. 10.1029/2020JG006136
- Evaluating photosynthetic activity across Arctic-Boreal land cover types using solar-induced fluorescence R. Cheng et al. 10.1088/1748-9326/ac9dae
- A model for urban biogenic CO<sub>2</sub> fluxes: Solar-Induced Fluorescence for Modeling Urban biogenic Fluxes (SMUrF v1) D. Wu et al. 10.5194/gmd-14-3633-2021
- Multiple Greenness Indexes Revealed the Vegetation Greening during the Growing Season and Winter on the Tibetan Plateau despite Regional Variations J. Lv et al. 10.3390/rs15245697
- A Simplified Framework for High-Resolution Urban Vegetation Classification with Optical Imagery in the Los Angeles Megacity R. Coleman et al. 10.3390/rs12152399
- Estimating near-infrared reflectance of vegetation from hyperspectral data Y. Zeng et al. 10.1016/j.rse.2021.112723
- Development of a Solar-Induced Fluorescence─Canopy Conductance Model and Its Application to Stomatal Reactive Nitrogen Deposition E. Delaria et al. 10.1021/acsearthspacechem.1c00260
- Mineral Luminescence Observed From Space P. Köhler et al. 10.1029/2021GL095227
- Globally ubiquitous negative effects of nitrogen dioxide on crop growth D. Lobell et al. 10.1126/sciadv.abm9909
- ECOSTRESS estimates gross primary production with fine spatial resolution for different times of day from the International Space Station X. Li et al. 10.1016/j.rse.2021.112360
- Laboratory measurements of stomatal NO<sub>2</sub> deposition to native California trees and the role of forests in the NO<sub>x</sub> cycle E. Delaria et al. 10.5194/acp-20-14023-2020
- CO2 fluxes of vegetation in the Greenbelt of Ontario and increased net ecosystem emissions associated with its removal S. Madsen et al. 10.1525/elementa.2023.00102
- Measurements of Atmosphere–Biosphere Exchange of Oxidized Nitrogen and Implications for the Chemistry of Atmospheric NOx E. Delaria & R. Cohen 10.1021/acs.accounts.3c00090
- Satellite-based reflectances capture large fraction of variability in global gross primary production (GPP) at weekly time scales J. Joiner & Y. Yoshida 10.1016/j.agrformet.2020.108092
- AmeriFlux: Its Impact on our understanding of the ‘breathing of the biosphere’, after 25 years D. Baldocchi et al. 10.1016/j.agrformet.2024.109929
- The weekly cycle of photosynthesis in Europe reveals the negative impact of particulate pollution on ecosystem productivity L. He et al. 10.1073/pnas.2306507120
- Simulating spatially distributed solar-induced chlorophyll fluorescence using a BEPS-SCOPE coupling framework T. Cui et al. 10.1016/j.agrformet.2020.108169
- Improved Vegetation Photosynthetic Phenology Monitoring in the Northern Ecosystems Using Total Canopy Solar‐Induced Chlorophyll Fluorescence Derived From TROPOMI H. Liu et al. 10.1029/2022JG007369
- Reductions in California's Urban Fossil Fuel CO2 Emissions During the COVID‐19 Pandemic C. Yañez et al. 10.1029/2022AV000732
- Monitoring of Drought Stress in Chinese Forests Based on Satellite Solar-Induced Chlorophyll Fluorescence and Multi-Source Remote Sensing Indices H. Ma et al. 10.3390/rs15040879
- Towards sector-based attribution using intra-city variations in satellite-based emission ratios between CO2 and CO D. Wu et al. 10.5194/acp-22-14547-2022
- Solar-Induced Chlorophyll Fluorescence Trends and Mechanisms in Different Ecosystems in Northeastern China M. Guo et al. 10.3390/rs14061329
- Satellite-based solar-induced fluorescence tracks seasonal and elevational patterns of photosynthesis in California’s Sierra Nevada mountains L. Kunik et al. 10.1088/1748-9326/ad07b4
- Extreme events driving year-to-year differences in gross primary productivity across the US A. Turner et al. 10.5194/bg-18-6579-2021
- A convolutional neural network for spatial downscaling of satellite-based solar-induced chlorophyll fluorescence (SIFnet) J. Gensheimer et al. 10.5194/bg-19-1777-2022
- Quantification of uncertainty caused by geometric location mismatch in the validation of TROPOMI solar-induced chlorophyll fluorescence product Q. Zeng et al. 10.1080/17538947.2024.2330688
- A daily, 250 m and real-time gross primary productivity product (2000–present) covering the contiguous United States C. Jiang et al. 10.5194/essd-13-281-2021
- An Operational Downscaling Method of Solar-Induced Chlorophyll Fluorescence (SIF) for Regional Drought Monitoring Z. Hong et al. 10.3390/agriculture12040547
- TROPOMI observations allow for robust exploration of the relationship between solar-induced chlorophyll fluorescence and terrestrial gross primary production X. Li & J. Xiao 10.1016/j.rse.2021.112748
- The Carbon Cycle of Southeast Australia During 2019–2020: Drought, Fires, and Subsequent Recovery B. Byrne et al. 10.1029/2021AV000469
- Tracking Seasonal and Interannual Variability in Photosynthetic Downregulation in Response to Water Stress at a Temperate Deciduous Forest L. He et al. 10.1029/2018JG005002
- How well do recently reconstructed solar-induced fluorescence datasets model gross primary productivity? A. Shekhar et al. 10.1016/j.rse.2022.113282
- From the Ground to Space: Using Solar‐Induced Chlorophyll Fluorescence to Estimate Crop Productivity L. He et al. 10.1029/2020GL087474
- An Ecosystem-Scale Flux Measurement Strategy to Assess Natural Climate Solutions K. Hemes et al. 10.1021/acs.est.0c06421
- Identification of NOx hotspots from oversampled TROPOMI NO2 column based on image segmentation method K. Wang et al. 10.1016/j.scitotenv.2021.150007
- Spatial covariation between solar-induced fluorescence and vegetation indices from Arctic-Boreal landscapes A. Maguire et al. 10.1088/1748-9326/ac188a
- Spring enhancement and summer reduction in carbon uptake during the 2018 drought in northwestern Europe N. Smith et al. 10.1098/rstb.2019.0509
- Improved understanding of the spatially-heterogeneous relationship between satellite solar-induced chlorophyll fluorescence and ecosystem productivity Y. Song et al. 10.1016/j.ecolind.2021.107949
- Large loss and rapid recovery of vegetation cover and aboveground biomass over forest areas in Australia during 2019–2020 Y. Qin et al. 10.1016/j.rse.2022.113087
- Assessing vehicle fuel efficiency using a dense network of CO<sub>2</sub> observations H. Fitzmaurice et al. 10.5194/acp-22-3891-2022
- Time‐Scale Dependent Relations Between Earth Observation Based Proxies of Vegetation Productivity N. Linscheid et al. 10.1029/2021GL093285
- Solar-Induced Chlorophyll Fluorescence (SIF): Towards a Better Understanding of Vegetation Dynamics and Carbon Uptake in Arctic-Boreal Ecosystems R. Cheng 10.1007/s40641-024-00194-8
- Proximal remote sensing and gross primary productivity in a temperate salt marsh A. Vázquez-Lule & R. Vargas 10.1016/j.agrformet.2023.109639
- Using Sentinel-2-Based Metrics to Characterize the Spatial Heterogeneity of FLEX Sun-Induced Chlorophyll Fluorescence on Sub-Pixel Scale N. Jantol et al. 10.3390/rs15194835
- The TROPOSIF global sun-induced fluorescence dataset from the Sentinel-5P TROPOMI mission L. Guanter et al. 10.5194/essd-13-5423-2021
- Sun-induced fluorescence and near-infrared reflectance of vegetation track the seasonal dynamics of gross primary production over Africa A. Mengistu et al. 10.5194/bg-18-2843-2021
- Diverse biosphere influence on carbon and heat in mixed urban Mediterranean landscape revealed by high resolution thermal and optical remote sensing N. Parazoo et al. 10.1016/j.scitotenv.2021.151335
Latest update: 22 Nov 2024
Short summary
We present the highest resolution solar-induced chlorophyll fluorescence (SIF) dataset from satellite measurements, providing previously unobservable phenomena related to plant photosynthesis. We find a strong correspondence between TROPOMI SIF and AmeriFlux GPP. We then observe a double peak in the seasonality of California's photosynthesis, not seen by traditional vegetation indices (e.g., MODIS). This is further corroborated by EOF/PC analysis.
We present the highest resolution solar-induced chlorophyll fluorescence (SIF) dataset from...
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