Articles | Volume 13, issue 11
https://doi.org/10.5194/essd-13-5423-2021
© 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/essd-13-5423-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
The TROPOSIF global sun-induced fluorescence dataset from the Sentinel-5P TROPOMI mission
Research Institute of Water and Environmental Engineering (IIAMA), Universitat Politècnica de València, Valencia, Spain
Cédric Bacour
NOVELTIS, Labège, France
Andreas Schneider
SRON Netherlands Institute for Space Research, Utrecht, the Netherlands
now at: Earth Observation Research Unit, Finnish Meteorological Institute, Sodankylä, Finland
Ilse Aben
SRON Netherlands Institute for Space Research, Utrecht, the Netherlands
Tim A. van Kempen
SRON Netherlands Institute for Space Research, Utrecht, the Netherlands
Fabienne Maignan
Laboratoire des Sciences du Climat et de l'Environnement (LSCE), Institut Pierre Simon Laplace (IPSL), Gif-sur-Yvette, France
Christian Retscher
European Space Agency (ESA/ESRIN), Frascati, Italy
Philipp Köhler
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California, USA
Christian Frankenberg
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California, USA
Joanna Joiner
Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA), Greenbelt, MD, USA
Yongguang Zhang
International Institute for Earth System Science, Nanjing University, Nanjing, Jiangsu, China
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Cited
66 citations as recorded by crossref.
- Retrieval of Red Solar-Induced Chlorophyll Fluorescence With TROPOMI on the Sentinel-5 Precursor Mission F. Zhao et al. 10.1109/TGRS.2022.3162726
- Effects of Low Temperature on the Relationship between Solar-Induced Chlorophyll Fluorescence and Gross Primary Productivity across Different Plant Function Types J. Chen et al. 10.3390/rs14153716
- Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application Z. Zhang et al. 10.1016/j.rse.2023.113699
- Local interpretation of machine learning models in remote sensing with SHAP: the case of global climate constraints on photosynthesis phenology A. Descals et al. 10.1080/01431161.2023.2217982
- Identifying Crop Growth Stages from Solar-Induced Chlorophyll Fluorescence Data in Maize and Winter Wheat from Ground and Satellite Measurements Y. Hou et al. 10.3390/rs15245689
- Uniform upscaling techniques for eddy covariance FLUXes (UFLUX) S. Zhu et al. 10.1080/01431161.2024.2312266
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- Improving Soybean Gross Primary Productivity Modeling Using Solar-Induced Chlorophyll Fluorescence and the Photochemical Reflectance Index by Accounting for the Clearness Index J. Chen & J. Shi 10.3390/rs16162874
- The Difference between the Responses of Gross Primary Production and Sun-Induced Chlorophyll Fluorescence to the Environment Based on Tower-Based and TROPOMI SIF Data J. Bai et al. 10.3390/app14020771
- CMLR: A Mechanistic Global GPP Dataset Derived from TROPOMIS SIF Observations R. Chen et al. 10.34133/remotesensing.0127
- Solar angle matters: Diurnal pattern of solar-induced chlorophyll fluorescence from OCO-3 and TROPOMI Z. Zhang & Y. Zhang 10.1016/j.rse.2022.113380
- A Broadband Green-Red Vegetation Index for Monitoring Gross Primary Production Phenology G. Yin et al. 10.34133/2022/9764982
- Leveraging Machine Learning and Geo-Tagged Citizen Science Data to Disentangle the Factors of Avian Mortality Events at the Species Level A. Yang et al. 10.3390/rs14102369
- Prospects for Solar-Induced Chlorophyll Fluorescence Remote Sensing from the SIFIS Payload Onboard the TECIS-1 Satellite S. Du et al. 10.34133/2022/9845432
- Remotely Monitoring Vegetation Productivity in Two Contrasting Subtropical Forest Ecosystems Using Solar-Induced Chlorophyll Fluorescence G. Liu et al. 10.3390/rs14061328
- Algae Blooms on the Greenland Ice Sheet Detected Through Solar-Induced Fluorescence C. Gerlein-Safdi et al. 10.1109/TGRS.2023.3305194
- Globally ubiquitous negative effects of nitrogen dioxide on crop growth D. Lobell et al. 10.1126/sciadv.abm9909
- Divergent response of crops and natural vegetation to the record-breaking extreme precipitation event in 2020 modulated by topography J. Chen et al. 10.1088/1748-9326/acdaae
- Air quality monitoring in Ukraine during 2022 military conflict using Sentinel-5P imagery M. Mehrabi et al. 10.1007/s11869-023-01488-w
- Assessing the Potential for Photochemical Reflectance Index to Improve the Relationship between Solar-Induced Chlorophyll Fluorescence and Gross Primary Productivity in Crop and Soybean J. Chen et al. 10.3390/atmos15040463
- Global retrieval of the spectrum of terrestrial chlorophyll fluorescence: First results with TROPOMI F. Zhao et al. 10.1016/j.rse.2023.113903
- Addressing validation challenges for TROPOMI solar-induced chlorophyll fluorescence products using tower-based measurements and an NIRv-scaled approach S. Du et al. 10.1016/j.rse.2023.113547
- Methodological advancement in deriving primary productivity and ecosystem respiration fluxes across different biomes A. Ravi et al. 10.1016/j.mex.2024.102773
- High spatial resolution solar-induced chlorophyll fluorescence and its relation to rainfall precipitation across Brazilian ecosystems L. da Costa et al. 10.1016/j.envres.2022.114991
- 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
- Quantification of uncertainty in short-term tropospheric column density risks for a wide range of carbon monoxide Y. Chi et al. 10.1016/j.jenvman.2024.122725
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- Unveiling Air Pollution in Crimean Mountain Rivers: Analysis of Sentinel-5 Satellite Images Using Google Earth Engine (GEE) V. Tabunschik et al. 10.3390/rs15133364
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- A remote sensing based study of tropospheric ozone concentration amid COVID-19 lockdown over India using Sentinel-5P satellite data A. Reshi et al. 10.1080/10106049.2022.2123957
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- An improved downscaled sun-induced chlorophyll fluorescence (DSIF) product of GOME-2 dataset Y. Ma et al. 10.1080/22797254.2022.2028579
- NO2 emissions from oil refineries in the Mississippi Delta M. Filonchyk & M. Peterson 10.1016/j.scitotenv.2023.165569
- Deriving photosystem-level red chlorophyll fluorescence emission by combining leaf chlorophyll content and canopy far-red solar-induced fluorescence: Possibilities and challenges L. Wu et al. 10.1016/j.rse.2024.114043
- Harmonizing solar induced fluorescence across spatial scales, instruments, and extraction methods using proximal and airborne remote sensing: A multi-scale study in a soybean field R. Wang et al. 10.1016/j.rse.2022.113268
- Spatial Statistical Prediction of Solar-Induced Chlorophyll Fluorescence (SIF) from Multivariate OCO-2 Data J. Jacobson et al. 10.3390/rs15164038
- Estimation of global ecosystem isohydricity from solar-induced chlorophyll fluorescence and meteorological datasets J. Xue et al. 10.1016/j.rse.2024.114168
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- Drought and Waterlogging Stress Regimes in Northern Peatlands Detected Through Satellite Retrieved Solar‐Induced Chlorophyll Fluorescence B. Valkenborg et al. 10.1029/2023GL105205
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- Inferring global terrestrial carbon fluxes from the synergy of Sentinel 3 & 5P with Gaussian process hybrid models P. Reyes-Muñoz et al. 10.1016/j.rse.2024.114072
- Application of the Reconstructed Solar-Induced Chlorophyll Fluorescence by Machine Learning in Agricultural Drought Monitoring of Henan Province, China from 2010 to 2022 G. Cai et al. 10.3390/agronomy14091941
- 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. 10.1016/j.rse.2022.113341
- WAFER: A new method to retrieve sun-induced fluorescence based on spectral wavelet decompositions V. Oehl & A. Damm 10.1016/j.rse.2023.113786
- An Operational Downscaling Method of Solar-Induced Chlorophyll Fluorescence (SIF) for Regional Drought Monitoring Z. Hong et al. 10.3390/agriculture12040547
- 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
- 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
- Applications of Sentinel-5P TROPOMI Satellite Sensor: A Review A. Reshi et al. 10.1109/JSEN.2024.3355714
- Escape Ratio Contributes More Than Fluorescence Yield to SIF-GPP Relationship Over Crops and Rainforest W. Yan et al. 10.1109/LGRS.2024.3432820
- The biological basis for using optical signals to track evergreen needleleaf photosynthesis Z. Pierrat et al. 10.1093/biosci/biad116
- Downscaling solar-induced chlorophyll fluorescence for field-scale cotton yield estimation by a two-step convolutional neural network X. Kang et al. 10.1016/j.compag.2022.107260
- Matching Satellite Sun-Induced Chlorophyll Fluorescence to Flux Footprints Improves Its Relationship with Gross Primary Productivity L. Zhao et al. 10.3390/rs16132388
- The reconstructed solar-induced chlorophyll fluorescence dataset reveals the almost ubiquitous close relationship between vegetation transpiration and solar-induced chlorophyll fluorescence R. Wang & J. Zheng 10.1016/j.jhydrol.2024.131883
- Current and Near-Term Earth-Observing Environmental Satellites, Their Missions, Characteristics, Instruments, and Applications S. Ustin & E. Middleton 10.3390/s24113488
- The influence of plant water stress on vegetation–atmosphere exchanges: implications for ozone modelling T. Emmerichs et al. 10.5194/bg-21-3251-2024
- 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
- Atmospheric drought dominates changes in global water use efficiency J. Yang et al. 10.1016/j.scitotenv.2024.173084
- Increase in gross primary production of boreal forests balanced out by increase in ecosystem respiration J. Pulliainen et al. 10.1016/j.rse.2024.114376
- A long-term reconstructed TROPOMI solar-induced fluorescence dataset using machine learning algorithms X. Chen et al. 10.1038/s41597-022-01520-1
- Synergy between TROPOMI sun-induced chlorophyll fluorescence and MODIS spectral reflectance for understanding the dynamics of gross primary productivity at Integrated Carbon Observatory System (ICOS) ecosystem flux sites H. Balde et al. 10.5194/bg-20-1473-2023
- Combination of Vegetation Indices and SIF Can Better Track Phenological Metrics and Gross Primary Production C. Zheng et al. 10.1029/2022JG007315
- A Reconstructed Global Daily Seamless SIF Product at 0.05 Degree Resolution Based on TROPOMI, MODIS and ERA5 Data J. Hu et al. 10.3390/rs14061504
- Sun-induced fluorescence as a proxy for primary productivity across vegetation types and climates M. Pickering et al. 10.5194/bg-19-4833-2022
- Integrating multi-source datasets in exploring the covariation of gross primary productivity (GPP) and solar-induced chlorophyll fluorescence (SIF) at an Indian tropical forest flux site M. Hari et al. 10.1007/s12665-024-11528-y
- Warming and Drought Weaken the Carbon Sink Capacity of an Endangered Paleoendemic Temperate Rainforest in South America J. Perez‐Quezada et al. 10.1029/2022JG007258
64 citations as recorded by crossref.
- Retrieval of Red Solar-Induced Chlorophyll Fluorescence With TROPOMI on the Sentinel-5 Precursor Mission F. Zhao et al. 10.1109/TGRS.2022.3162726
- Effects of Low Temperature on the Relationship between Solar-Induced Chlorophyll Fluorescence and Gross Primary Productivity across Different Plant Function Types J. Chen et al. 10.3390/rs14153716
- Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application Z. Zhang et al. 10.1016/j.rse.2023.113699
- Local interpretation of machine learning models in remote sensing with SHAP: the case of global climate constraints on photosynthesis phenology A. Descals et al. 10.1080/01431161.2023.2217982
- Identifying Crop Growth Stages from Solar-Induced Chlorophyll Fluorescence Data in Maize and Winter Wheat from Ground and Satellite Measurements Y. Hou et al. 10.3390/rs15245689
- Uniform upscaling techniques for eddy covariance FLUXes (UFLUX) S. Zhu et al. 10.1080/01431161.2024.2312266
- Stress-induced changes in photosynthesis and proximal fluorescence emission of turfgrass T. Jones et al. 10.1088/2515-7620/ad0b29
- A Spatially Downscaled TROPOMI SIF Product at 0.005° Resolution With Bias Correction J. Hu et al. 10.1109/JSTARS.2024.3433371
- Improving Soybean Gross Primary Productivity Modeling Using Solar-Induced Chlorophyll Fluorescence and the Photochemical Reflectance Index by Accounting for the Clearness Index J. Chen & J. Shi 10.3390/rs16162874
- The Difference between the Responses of Gross Primary Production and Sun-Induced Chlorophyll Fluorescence to the Environment Based on Tower-Based and TROPOMI SIF Data J. Bai et al. 10.3390/app14020771
- CMLR: A Mechanistic Global GPP Dataset Derived from TROPOMIS SIF Observations R. Chen et al. 10.34133/remotesensing.0127
- Solar angle matters: Diurnal pattern of solar-induced chlorophyll fluorescence from OCO-3 and TROPOMI Z. Zhang & Y. Zhang 10.1016/j.rse.2022.113380
- A Broadband Green-Red Vegetation Index for Monitoring Gross Primary Production Phenology G. Yin et al. 10.34133/2022/9764982
- Leveraging Machine Learning and Geo-Tagged Citizen Science Data to Disentangle the Factors of Avian Mortality Events at the Species Level A. Yang et al. 10.3390/rs14102369
- Prospects for Solar-Induced Chlorophyll Fluorescence Remote Sensing from the SIFIS Payload Onboard the TECIS-1 Satellite S. Du et al. 10.34133/2022/9845432
- Remotely Monitoring Vegetation Productivity in Two Contrasting Subtropical Forest Ecosystems Using Solar-Induced Chlorophyll Fluorescence G. Liu et al. 10.3390/rs14061328
- Algae Blooms on the Greenland Ice Sheet Detected Through Solar-Induced Fluorescence C. Gerlein-Safdi et al. 10.1109/TGRS.2023.3305194
- Globally ubiquitous negative effects of nitrogen dioxide on crop growth D. Lobell et al. 10.1126/sciadv.abm9909
- Divergent response of crops and natural vegetation to the record-breaking extreme precipitation event in 2020 modulated by topography J. Chen et al. 10.1088/1748-9326/acdaae
- Air quality monitoring in Ukraine during 2022 military conflict using Sentinel-5P imagery M. Mehrabi et al. 10.1007/s11869-023-01488-w
- Assessing the Potential for Photochemical Reflectance Index to Improve the Relationship between Solar-Induced Chlorophyll Fluorescence and Gross Primary Productivity in Crop and Soybean J. Chen et al. 10.3390/atmos15040463
- Global retrieval of the spectrum of terrestrial chlorophyll fluorescence: First results with TROPOMI F. Zhao et al. 10.1016/j.rse.2023.113903
- Addressing validation challenges for TROPOMI solar-induced chlorophyll fluorescence products using tower-based measurements and an NIRv-scaled approach S. Du et al. 10.1016/j.rse.2023.113547
- Methodological advancement in deriving primary productivity and ecosystem respiration fluxes across different biomes A. Ravi et al. 10.1016/j.mex.2024.102773
- High spatial resolution solar-induced chlorophyll fluorescence and its relation to rainfall precipitation across Brazilian ecosystems L. da Costa et al. 10.1016/j.envres.2022.114991
- 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
- Quantification of uncertainty in short-term tropospheric column density risks for a wide range of carbon monoxide Y. Chi et al. 10.1016/j.jenvman.2024.122725
- Untangling the Causal Links between Satellite Vegetation Products and Environmental Drivers on a Global Scale by the Granger Causality Method D. Kovács et al. 10.3390/rs15204956
- Unveiling Air Pollution in Crimean Mountain Rivers: Analysis of Sentinel-5 Satellite Images Using Google Earth Engine (GEE) V. Tabunschik et al. 10.3390/rs15133364
- Improving the ability of solar-induced chlorophyll fluorescence to track gross primary production through differentiating sunlit and shaded leaves Z. Zhang et al. 10.1016/j.agrformet.2023.109658
- A remote sensing based study of tropospheric ozone concentration amid COVID-19 lockdown over India using Sentinel-5P satellite data A. Reshi et al. 10.1080/10106049.2022.2123957
- Water availability and atmospheric dryness controls on spaceborne sun-induced chlorophyll fluorescence yield S. De Cannière et al. 10.1016/j.rse.2023.113922
- An improved downscaled sun-induced chlorophyll fluorescence (DSIF) product of GOME-2 dataset Y. Ma et al. 10.1080/22797254.2022.2028579
- NO2 emissions from oil refineries in the Mississippi Delta M. Filonchyk & M. Peterson 10.1016/j.scitotenv.2023.165569
- Deriving photosystem-level red chlorophyll fluorescence emission by combining leaf chlorophyll content and canopy far-red solar-induced fluorescence: Possibilities and challenges L. Wu et al. 10.1016/j.rse.2024.114043
- Harmonizing solar induced fluorescence across spatial scales, instruments, and extraction methods using proximal and airborne remote sensing: A multi-scale study in a soybean field R. Wang et al. 10.1016/j.rse.2022.113268
- Spatial Statistical Prediction of Solar-Induced Chlorophyll Fluorescence (SIF) from Multivariate OCO-2 Data J. Jacobson et al. 10.3390/rs15164038
- Estimation of global ecosystem isohydricity from solar-induced chlorophyll fluorescence and meteorological datasets J. Xue et al. 10.1016/j.rse.2024.114168
- 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
- Drought and Waterlogging Stress Regimes in Northern Peatlands Detected Through Satellite Retrieved Solar‐Induced Chlorophyll Fluorescence B. Valkenborg et al. 10.1029/2023GL105205
- Soil moisture regulates warming responses of autumn photosynthetic transition dates in subtropical forests Y. Fu et al. 10.1111/gcb.16227
- Inferring global terrestrial carbon fluxes from the synergy of Sentinel 3 & 5P with Gaussian process hybrid models P. Reyes-Muñoz et al. 10.1016/j.rse.2024.114072
- Application of the Reconstructed Solar-Induced Chlorophyll Fluorescence by Machine Learning in Agricultural Drought Monitoring of Henan Province, China from 2010 to 2022 G. Cai et al. 10.3390/agronomy14091941
- 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. 10.1016/j.rse.2022.113341
- WAFER: A new method to retrieve sun-induced fluorescence based on spectral wavelet decompositions V. Oehl & A. Damm 10.1016/j.rse.2023.113786
- An Operational Downscaling Method of Solar-Induced Chlorophyll Fluorescence (SIF) for Regional Drought Monitoring Z. Hong et al. 10.3390/agriculture12040547
- 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
- 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
- Applications of Sentinel-5P TROPOMI Satellite Sensor: A Review A. Reshi et al. 10.1109/JSEN.2024.3355714
- Escape Ratio Contributes More Than Fluorescence Yield to SIF-GPP Relationship Over Crops and Rainforest W. Yan et al. 10.1109/LGRS.2024.3432820
- The biological basis for using optical signals to track evergreen needleleaf photosynthesis Z. Pierrat et al. 10.1093/biosci/biad116
- Downscaling solar-induced chlorophyll fluorescence for field-scale cotton yield estimation by a two-step convolutional neural network X. Kang et al. 10.1016/j.compag.2022.107260
- Matching Satellite Sun-Induced Chlorophyll Fluorescence to Flux Footprints Improves Its Relationship with Gross Primary Productivity L. Zhao et al. 10.3390/rs16132388
- The reconstructed solar-induced chlorophyll fluorescence dataset reveals the almost ubiquitous close relationship between vegetation transpiration and solar-induced chlorophyll fluorescence R. Wang & J. Zheng 10.1016/j.jhydrol.2024.131883
- Current and Near-Term Earth-Observing Environmental Satellites, Their Missions, Characteristics, Instruments, and Applications S. Ustin & E. Middleton 10.3390/s24113488
- The influence of plant water stress on vegetation–atmosphere exchanges: implications for ozone modelling T. Emmerichs et al. 10.5194/bg-21-3251-2024
- 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
- Atmospheric drought dominates changes in global water use efficiency J. Yang et al. 10.1016/j.scitotenv.2024.173084
- Increase in gross primary production of boreal forests balanced out by increase in ecosystem respiration J. Pulliainen et al. 10.1016/j.rse.2024.114376
- A long-term reconstructed TROPOMI solar-induced fluorescence dataset using machine learning algorithms X. Chen et al. 10.1038/s41597-022-01520-1
- Synergy between TROPOMI sun-induced chlorophyll fluorescence and MODIS spectral reflectance for understanding the dynamics of gross primary productivity at Integrated Carbon Observatory System (ICOS) ecosystem flux sites H. Balde et al. 10.5194/bg-20-1473-2023
- Combination of Vegetation Indices and SIF Can Better Track Phenological Metrics and Gross Primary Production C. Zheng et al. 10.1029/2022JG007315
- A Reconstructed Global Daily Seamless SIF Product at 0.05 Degree Resolution Based on TROPOMI, MODIS and ERA5 Data J. Hu et al. 10.3390/rs14061504
- Sun-induced fluorescence as a proxy for primary productivity across vegetation types and climates M. Pickering et al. 10.5194/bg-19-4833-2022
2 citations as recorded by crossref.
- Integrating multi-source datasets in exploring the covariation of gross primary productivity (GPP) and solar-induced chlorophyll fluorescence (SIF) at an Indian tropical forest flux site M. Hari et al. 10.1007/s12665-024-11528-y
- Warming and Drought Weaken the Carbon Sink Capacity of an Endangered Paleoendemic Temperate Rainforest in South America J. Perez‐Quezada et al. 10.1029/2022JG007258
Latest update: 11 Oct 2024
Short summary
Sun-induced chlorophyll fluorescence (SIF) is an electromagnetic signal emitted by plants in the red and far-red parts of the spectrum. It has a functional link to photosynthesis and can be measured by satellite instruments, which makes it an important variable for the remote monitoring of the photosynthetic activity of vegetation ecosystems around the world. In this contribution we present a SIF dataset derived from the new Sentinel-5P TROPOMI missions.
Sun-induced chlorophyll fluorescence (SIF) is an electromagnetic signal emitted by plants in the...
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