Articles | Volume 14, issue 7
https://doi.org/10.5194/gmd-14-4697-2021
© 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/gmd-14-4697-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
SCOPE 2.0: a model to simulate vegetated land surface fluxes and satellite signals
Peiqi Yang
University of Twente, Faculty ITC, P.O. Box 217, 7500 AE Enschede, the Netherlands
Egor Prikaziuk
University of Twente, Faculty ITC, P.O. Box 217, 7500 AE Enschede, the Netherlands
Wout Verhoef
University of Twente, Faculty ITC, P.O. Box 217, 7500 AE Enschede, the Netherlands
Christiaan van der Tol
CORRESPONDING AUTHOR
University of Twente, Faculty ITC, P.O. Box 217, 7500 AE Enschede, the Netherlands
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Cited
103 citations as recorded by crossref.
- Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery A. Pascual-Venteo et al.
- Comparing the quantum use efficiency of red and far-red sun-induced fluorescence at leaf and canopy under heat-drought stress S. Wieneke et al.
- Quantifying evapotranspiration and shading cooling of urban vegetation across climates under extreme heat using an integrated SCOPE-SEB model and surface temperature analysis Z. Yu et al.
- Temperature-Dependent Relationship Between Solar-Induced Chlorophyll Fluorescence and Photosynthesis in Evergreen Needleleaf Forests R. Chen et al.
- An effective approach to estimate ground soil heat flux using half-order derivative method in permafrost regions of the Qinghai-Tibet Plateau C. Shang et al.
- The Impacts of Air Quality on Vegetation Health in Dense Urban Environments: A Ground-Based Hyperspectral Imaging Approach F. Qamar et al.
- What drives the cooling dynamics of urban vegetation via evapotranspiration and shading under extreme heat? W. Ma et al.
- Impact of vertical and seasonal variation in leaf traits on simulating soybean canopy photosynthesis via 1D and 3D modeling X. Wang et al.
- GriddingMachine, a database and software for Earth system modeling at global and regional scales Y. Wang et al.
- Biases in estimated vegetation indices from observations under cloudy conditions K. Wolf et al.
- Improving the ability of solar-induced chlorophyll fluorescence to track gross primary production through differentiating sunlit and shaded leaves Z. Zhang et al.
- Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data J. García-Soria et al.
- Integrating canopy structure into remote sensing inversion strategies: Optimizing plant functional trait retrieval Z. Shi et al.
- Improving the accuracy of SIF quantified from moderate spectral resolution airborne hyperspectral imager using SCOPE: assessment with sub-nanometer imagery A. Belwalkar et al.
- Comparative Analysis on the Estimation of Diurnal Solar-Induced Chlorophyll Fluorescence Dynamics for a Subtropical Evergreen Coniferous Forest J. Chen et al.
- Impact of stratiform liquid water clouds on vegetation albedo quantified by coupling an atmosphere and a vegetation radiative transfer model K. Wolf et al.
- A Systematic Review on Deep Learning for Atmospheric Correction of Satellite Images M. Shah et al.
- Advances in Research and Application of Techniques for Measuring Photosynthetically Active Radiation J. Liu et al.
- Archetypal crop trait dynamics for enhanced retrieval of biophysical parameters from Sentinel-2 MSI F. Yin et al.
- Iterative Filtering and Smoothing with Optical Flow Prediction Models J. Hakkarainen et al.
- From fluorescence to biomass: A comprehensive analysis via crop modeling and sensing techniques G. Ntakos et al.
- Contrasting photoprotective responses of forest trees revealed using PRI light responses sampled with airborne imaging spectrometry J. Gamon et al.
- Correcting angular effects on MODIS LST in urban areas using an enhanced time-evolving parametric geometric model J. Qin et al.
- Assessing Evapotranspiration Models for Regional Implementation in the Mediterranean: A Comparative Analysis of STEPS, TSEB, and SCOPE with Global Datasets Z. Unnisa et al.
- Downscaling the full-spectrum solar-induced fluorescence emission signal of a mixed crop canopy to the photosystem level using the hybrid approach J. Krämer et al.
- Predicting drought vulnerability with leaf reflectance spectra in Amazonian trees M. Garcia et al.
- Comparing methods for solar-induced fluorescence efficiency estimation using radiative transfer modelling and airborne diurnal measurements of barley crops J. Bendig et al.
- Retrieval of chlorophyll fluorescence from a large distance using oxygen absorption bands C. van der Tol et al.
- Improved GPP upscaling from instantaneous measurements to daily sums using the light-use-efficiency-based model R. Chen et al.
- Representation of Leaf‐to‐Canopy Radiative Transfer Processes Improves Simulation of Far‐Red Solar‐Induced Chlorophyll Fluorescence in the Community Land Model Version 5 R. Li et al.
- Recent Developments to the SimSphere Land Surface Modelling Tool for the Study of Land–Atmosphere Interactions G. Petropoulos & C. Lekka
- Characterization of the layered SIF distribution through hyperspectral observation and SCOPE modeling for a subtropical evergreen forest K. Zhu et al.
- Machine Learning for Satellite Solar-Induced Fluorescence: Retrieval, Reconstruction, Downscaling, and Applications J. Verrelst et al.
- On the impact of canopy model complexity on simulated carbon, water, and solar-induced chlorophyll fluorescence fluxes Y. Wang & C. Frankenberg
- Leaf angle as a leaf and canopy trait: Rejuvenating its role in ecology with new technology X. Yang et al.
- Development of an ecohydrological model for coupled simulation of water and carbon fluxes, crop growth, and canopy spectra over croplands C. Yang et al.
- Mapping of sun-induced fluorescence (SIF) in kiwifruit canopy using a 3D radiative transfer modeling and airborne hyperspectral imaging R. Pullanagari et al.
- Understanding the effects of revegetated shrubs on fluxes of energy, water, and gross primary productivity in a desert steppe ecosystem using the STEMMUS–SCOPE model E. Tang et al.
- Smart and sustainable nano-biosensing technologies for advancing stress detection and management in agriculture and beyond M. Sarabandi et al.
- High spatiotemporal resolution vegetation FAPAR estimation from Sentinel-2 based on the spectral invariant theory Y. Tao et al.
- Remote sensing of terrestrial gross primary productivity: a review of advances in theoretical foundation, key parameters and methods W. Zhu et al.
- GSV-L: A general spectral vector model for hyperspectral leaf spectra simulation T. Ma & H. Fang
- Improving estimates of sub-daily gross primary production from solar-induced chlorophyll fluorescence by accounting for light distribution within canopy R. Chen et al.
- Atmospheric correction of vegetation reflectance with simulation-trained deep learning for ground-based hyperspectral remote sensing F. Qamar & G. Dobler
- SSolar-GOA v1.0: a simple, fast, and accurate Spectral SOLAR radiative transfer model for clear skies V. Cachorro et al.
- Accelerating Fluspect With an Analytical Algorithm in Simulating Mesophyll Fluorescence Matrices H. Shi & Z. Xiao
- PROSPECT-DP: A coupled leaf optical properties model for improving leaf spectra simulation in the red-edge domain by excluding the ChlF effect S. Du et al.
- Coupled WOFOST and SCOPE model for remote sensing-based crop growth simulations G. Ntakos et al.
- Development of a simple parametric approach to correct fluorescence signal for reabsorption and its implications for GPP estimates: a case study for alfalfa crop L. da Costa et al.
- Quantifying vertical heterogeneity of forest gross primary production using hyperspectral and LiDAR data Z. Shi et al.
- Crop stress detection from UAVs: best practices and lessons learned for exploiting sensor synergies E. Chakhvashvili et al.
- Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review K. Berger et al.
- Ecophysiological variables retrieval and early stress detection: insights from a synthetic spatial scaling exercise J. Pacheco-Labrador et al.
- Angular normalization of solar-induced chlorophyll fluorescence on tree crown scale for red and near-infrared bands based on multi-angle UAV observations Z. Cheng et al.
- Modelling hourly evapotranspiration in urban environments with SCOPE using open remote sensing and meteorological data A. Duarte Rocha et al.
- Angular normalization of GOES-16 and GOES-17 land surface temperature over overlapping region using an extended time-evolving kernel-driven model B. Qin et al.
- Combining Spectral Libraries and 3-D Radiative Transfer Modeling to Improve the Simulation of Phenology in Semi-Arid Grasslands M. Porterie et al.
- Estimation of canopy fAPAR using optical reflectance and airborne LiDAR data D. Han et al.
- Comparison of a UAV- and an airborne-based system to acquire far-red sun-induced chlorophyll fluorescence measurements over structurally different crops N. Wang et al.
- Integrating Diurnal Physiological and Structural Variations in SIF for Enhanced Daily Drought Detection in Maize J. Wang et al.
- Quantifying Thermal Infra-Red directional anisotropy using Master and Landsat-8 simultaneous acquisitions J. Michel et al.
- Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band Z. Zhang & Y. Zhang
- Defining Brightness-Shape-Moisture Soil Parameters for Southern Africa From Hyperion Hyperspectral Imagery W. Bonnet et al.
- Principles for satellite monitoring of vegetation carbon uptake I. Prentice et al.
- Near-surface remote sensing applications for a robust, climate-smart measurement, monitoring, and information system (MMIS) B. Runkle et al.
- River Bars and Vegetation Dynamics in Response to Upstream Damming: A Case Study of the Middle Yangtze River Y. Hu et al.
- From spectrum to yield: advances in crop photosynthesis with hyperspectral imaging D. PANDA et al.
- GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation S. Wang et al.
- Regional‐Scale Wilting Point Estimation Using Satellite SIF, Radiative‐Transfer Inversion, and Soil‐Vegetation‐Atmosphere Transfer Simulation: A Grassland Study T. Kiyono et al.
- Reviews and syntheses: Remotely sensed optical time series for monitoring vegetation productivity L. Kooistra et al.
- Mitigating the black-soil problem in the reflectance-to-fluorescence (R2F) relationship: A soil-adjusted reflectance-based approach for downscaling SIF P. Yang et al.
- Leaf angle adjustment improves apparent covariation between fluorescence and photochemical quantum yields across leaves J. Kim et al.
- Decoupling physiological and non-physiological responses of sugar beet to water stress from sun-induced chlorophyll fluorescence N. Wang et al.
- Enhanced cotton chlorophyll content estimation with UAV multispectral and LiDAR constrained SCOPE model P. Yan et al.
- Exploring the interrelated effects of soil background, canopy structure and sun-observer geometry on canopy photochemical reflectance index P. Yang
- Unrevealing site-dependent relationship between solar-induced chlorophyll fluorescence and gross primary productivity using the terrestrial ecosystem carbon cycle simulator H. Liu et al.
- Using the diurnal variation characteristics of effective quantum yield of PSII photochemistry for drought stress detection in maize Z. Chen et al.
- Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning V. Döpper et al.
- Virtual Joint Field Campaign: a framework of synthetic landscapes to assess multiscale measurement methods of water storage T. Francke et al.
- BOSSE v1.0: the Biodiversity Observing System Simulation Experiment J. Pacheco-Labrador et al.
- SILVO, a lightweight 3D illumination model to characterise the spatial structure of heterogeneous vegetation canopies A. Hornero et al.
- Exploring the Potential of SCOPE Model for Detection of Leaf Area Index and Sun-Induced Fluorescence of Peatland Canopy A. Rastogi et al.
- The roles of radiative, structural and physiological information of sun-induced chlorophyll fluorescence in predicting gross primary production of a corn crop at various temporal scales P. Yang et al.
- Assessing the Potential of Downscaled Far Red Solar-Induced Chlorophyll Fluorescence from the Canopy to Leaf Level for Drought Monitoring in Winter Wheat J. Lin et al.
- A thermal radiation directionality correction method for the surface upward longwave radiation of geostationary satellite based on a time-evolving kernel-driven model B. Qin et al.
- Separation of the direct reflection of soil from canopy spectral reflectance P. Yang et al.
- Using reflectance to reduce solar angle effects on the scattering of far-red solar-induced chlorophyll fluorescence to better track the diurnal dynamics of gross primary productivity X. Lu et al.
- FSM: A Reflectance Reconstruction Method to Retrieve Full-Spectrum Sun-Induced Chlorophyll Fluorescence From Canopy Measurements S. Li et al.
- Platespect: A new model for leaf fluorescence spectra Y. Wang et al.
- A review on solar-induced chlorophyll fluorescence of vegetation and its ecological process modeling J. Qin et al.
- A more precise retrieval of sun-induced chlorophyll fluorescence from satellite data using artificial neural networks D. Li et al.
- Retrieval of leaf-level fluorescence quantum efficiency and NPQ-related xanthophyll absorption through spectral unmixing strategies for future VIS-NIR imaging spectroscopy S. Van Wittenberghe et al.
- A precise method unaffected by atmospheric reabsorption for ground-based retrieval of red and far-red sun-induced chlorophyll fluorescence P. Naethe et al.
- Simulation framework for solar-induced fluorescence retrieval and application to DESIS and HyPlant M. Pato et al.
- Integrated Modeling Approaches for Agricultural Digital twins: the role of Process Based Models, Agent Based Models, Machine Learning, and Model Coupling S. Rao et al.
- Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects L. Wan et al.
- Divergent sensitivity of red and far-red Fraunhofer line fluorescence in-filling to water stress dynamics in almond orchards N. Wang et al.
- High-spatial-resolution gross primary production estimation from Sentinel-2 reflectance using hybrid Gaussian processes modeling E. De Clerck et al.
- Enhanced observations from an optimized soil-canopy-photosynthesis and energy flux model revealed evapotranspiration-shading cooling dynamics of urban vegetation during extreme heat Z. Yu et al.
- Exploring vegetation chlorophyll fluorescence with leaf dorsiventrality H. Shi
- The effect of temperature on photosystem II efficiency across plant functional types and climate P. Neri et al.
- Tracking drought in dryland vegetation through the photosynthetic afternoon depression index of Sun-induced chlorophyll fluorescence S. He et al.
- SIFFI: Bayesian solar-induced fluorescence retrieval algorithm for remote sensing of vegetation A. Kukkurainen et al.
103 citations as recorded by crossref.
- Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery A. Pascual-Venteo et al.
- Comparing the quantum use efficiency of red and far-red sun-induced fluorescence at leaf and canopy under heat-drought stress S. Wieneke et al.
- Quantifying evapotranspiration and shading cooling of urban vegetation across climates under extreme heat using an integrated SCOPE-SEB model and surface temperature analysis Z. Yu et al.
- Temperature-Dependent Relationship Between Solar-Induced Chlorophyll Fluorescence and Photosynthesis in Evergreen Needleleaf Forests R. Chen et al.
- An effective approach to estimate ground soil heat flux using half-order derivative method in permafrost regions of the Qinghai-Tibet Plateau C. Shang et al.
- The Impacts of Air Quality on Vegetation Health in Dense Urban Environments: A Ground-Based Hyperspectral Imaging Approach F. Qamar et al.
- What drives the cooling dynamics of urban vegetation via evapotranspiration and shading under extreme heat? W. Ma et al.
- Impact of vertical and seasonal variation in leaf traits on simulating soybean canopy photosynthesis via 1D and 3D modeling X. Wang et al.
- GriddingMachine, a database and software for Earth system modeling at global and regional scales Y. Wang et al.
- Biases in estimated vegetation indices from observations under cloudy conditions K. Wolf et al.
- Improving the ability of solar-induced chlorophyll fluorescence to track gross primary production through differentiating sunlit and shaded leaves Z. Zhang et al.
- Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data J. García-Soria et al.
- Integrating canopy structure into remote sensing inversion strategies: Optimizing plant functional trait retrieval Z. Shi et al.
- Improving the accuracy of SIF quantified from moderate spectral resolution airborne hyperspectral imager using SCOPE: assessment with sub-nanometer imagery A. Belwalkar et al.
- Comparative Analysis on the Estimation of Diurnal Solar-Induced Chlorophyll Fluorescence Dynamics for a Subtropical Evergreen Coniferous Forest J. Chen et al.
- Impact of stratiform liquid water clouds on vegetation albedo quantified by coupling an atmosphere and a vegetation radiative transfer model K. Wolf et al.
- A Systematic Review on Deep Learning for Atmospheric Correction of Satellite Images M. Shah et al.
- Advances in Research and Application of Techniques for Measuring Photosynthetically Active Radiation J. Liu et al.
- Archetypal crop trait dynamics for enhanced retrieval of biophysical parameters from Sentinel-2 MSI F. Yin et al.
- Iterative Filtering and Smoothing with Optical Flow Prediction Models J. Hakkarainen et al.
- From fluorescence to biomass: A comprehensive analysis via crop modeling and sensing techniques G. Ntakos et al.
- Contrasting photoprotective responses of forest trees revealed using PRI light responses sampled with airborne imaging spectrometry J. Gamon et al.
- Correcting angular effects on MODIS LST in urban areas using an enhanced time-evolving parametric geometric model J. Qin et al.
- Assessing Evapotranspiration Models for Regional Implementation in the Mediterranean: A Comparative Analysis of STEPS, TSEB, and SCOPE with Global Datasets Z. Unnisa et al.
- Downscaling the full-spectrum solar-induced fluorescence emission signal of a mixed crop canopy to the photosystem level using the hybrid approach J. Krämer et al.
- Predicting drought vulnerability with leaf reflectance spectra in Amazonian trees M. Garcia et al.
- Comparing methods for solar-induced fluorescence efficiency estimation using radiative transfer modelling and airborne diurnal measurements of barley crops J. Bendig et al.
- Retrieval of chlorophyll fluorescence from a large distance using oxygen absorption bands C. van der Tol et al.
- Improved GPP upscaling from instantaneous measurements to daily sums using the light-use-efficiency-based model R. Chen et al.
- Representation of Leaf‐to‐Canopy Radiative Transfer Processes Improves Simulation of Far‐Red Solar‐Induced Chlorophyll Fluorescence in the Community Land Model Version 5 R. Li et al.
- Recent Developments to the SimSphere Land Surface Modelling Tool for the Study of Land–Atmosphere Interactions G. Petropoulos & C. Lekka
- Characterization of the layered SIF distribution through hyperspectral observation and SCOPE modeling for a subtropical evergreen forest K. Zhu et al.
- Machine Learning for Satellite Solar-Induced Fluorescence: Retrieval, Reconstruction, Downscaling, and Applications J. Verrelst et al.
- On the impact of canopy model complexity on simulated carbon, water, and solar-induced chlorophyll fluorescence fluxes Y. Wang & C. Frankenberg
- Leaf angle as a leaf and canopy trait: Rejuvenating its role in ecology with new technology X. Yang et al.
- Development of an ecohydrological model for coupled simulation of water and carbon fluxes, crop growth, and canopy spectra over croplands C. Yang et al.
- Mapping of sun-induced fluorescence (SIF) in kiwifruit canopy using a 3D radiative transfer modeling and airborne hyperspectral imaging R. Pullanagari et al.
- Understanding the effects of revegetated shrubs on fluxes of energy, water, and gross primary productivity in a desert steppe ecosystem using the STEMMUS–SCOPE model E. Tang et al.
- Smart and sustainable nano-biosensing technologies for advancing stress detection and management in agriculture and beyond M. Sarabandi et al.
- High spatiotemporal resolution vegetation FAPAR estimation from Sentinel-2 based on the spectral invariant theory Y. Tao et al.
- Remote sensing of terrestrial gross primary productivity: a review of advances in theoretical foundation, key parameters and methods W. Zhu et al.
- GSV-L: A general spectral vector model for hyperspectral leaf spectra simulation T. Ma & H. Fang
- Improving estimates of sub-daily gross primary production from solar-induced chlorophyll fluorescence by accounting for light distribution within canopy R. Chen et al.
- Atmospheric correction of vegetation reflectance with simulation-trained deep learning for ground-based hyperspectral remote sensing F. Qamar & G. Dobler
- SSolar-GOA v1.0: a simple, fast, and accurate Spectral SOLAR radiative transfer model for clear skies V. Cachorro et al.
- Accelerating Fluspect With an Analytical Algorithm in Simulating Mesophyll Fluorescence Matrices H. Shi & Z. Xiao
- PROSPECT-DP: A coupled leaf optical properties model for improving leaf spectra simulation in the red-edge domain by excluding the ChlF effect S. Du et al.
- Coupled WOFOST and SCOPE model for remote sensing-based crop growth simulations G. Ntakos et al.
- Development of a simple parametric approach to correct fluorescence signal for reabsorption and its implications for GPP estimates: a case study for alfalfa crop L. da Costa et al.
- Quantifying vertical heterogeneity of forest gross primary production using hyperspectral and LiDAR data Z. Shi et al.
- Crop stress detection from UAVs: best practices and lessons learned for exploiting sensor synergies E. Chakhvashvili et al.
- Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review K. Berger et al.
- Ecophysiological variables retrieval and early stress detection: insights from a synthetic spatial scaling exercise J. Pacheco-Labrador et al.
- Angular normalization of solar-induced chlorophyll fluorescence on tree crown scale for red and near-infrared bands based on multi-angle UAV observations Z. Cheng et al.
- Modelling hourly evapotranspiration in urban environments with SCOPE using open remote sensing and meteorological data A. Duarte Rocha et al.
- Angular normalization of GOES-16 and GOES-17 land surface temperature over overlapping region using an extended time-evolving kernel-driven model B. Qin et al.
- Combining Spectral Libraries and 3-D Radiative Transfer Modeling to Improve the Simulation of Phenology in Semi-Arid Grasslands M. Porterie et al.
- Estimation of canopy fAPAR using optical reflectance and airborne LiDAR data D. Han et al.
- Comparison of a UAV- and an airborne-based system to acquire far-red sun-induced chlorophyll fluorescence measurements over structurally different crops N. Wang et al.
- Integrating Diurnal Physiological and Structural Variations in SIF for Enhanced Daily Drought Detection in Maize J. Wang et al.
- Quantifying Thermal Infra-Red directional anisotropy using Master and Landsat-8 simultaneous acquisitions J. Michel et al.
- Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band Z. Zhang & Y. Zhang
- Defining Brightness-Shape-Moisture Soil Parameters for Southern Africa From Hyperion Hyperspectral Imagery W. Bonnet et al.
- Principles for satellite monitoring of vegetation carbon uptake I. Prentice et al.
- Near-surface remote sensing applications for a robust, climate-smart measurement, monitoring, and information system (MMIS) B. Runkle et al.
- River Bars and Vegetation Dynamics in Response to Upstream Damming: A Case Study of the Middle Yangtze River Y. Hu et al.
- From spectrum to yield: advances in crop photosynthesis with hyperspectral imaging D. PANDA et al.
- GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation S. Wang et al.
- Regional‐Scale Wilting Point Estimation Using Satellite SIF, Radiative‐Transfer Inversion, and Soil‐Vegetation‐Atmosphere Transfer Simulation: A Grassland Study T. Kiyono et al.
- Reviews and syntheses: Remotely sensed optical time series for monitoring vegetation productivity L. Kooistra et al.
- Mitigating the black-soil problem in the reflectance-to-fluorescence (R2F) relationship: A soil-adjusted reflectance-based approach for downscaling SIF P. Yang et al.
- Leaf angle adjustment improves apparent covariation between fluorescence and photochemical quantum yields across leaves J. Kim et al.
- Decoupling physiological and non-physiological responses of sugar beet to water stress from sun-induced chlorophyll fluorescence N. Wang et al.
- Enhanced cotton chlorophyll content estimation with UAV multispectral and LiDAR constrained SCOPE model P. Yan et al.
- Exploring the interrelated effects of soil background, canopy structure and sun-observer geometry on canopy photochemical reflectance index P. Yang
- Unrevealing site-dependent relationship between solar-induced chlorophyll fluorescence and gross primary productivity using the terrestrial ecosystem carbon cycle simulator H. Liu et al.
- Using the diurnal variation characteristics of effective quantum yield of PSII photochemistry for drought stress detection in maize Z. Chen et al.
- Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning V. Döpper et al.
- Virtual Joint Field Campaign: a framework of synthetic landscapes to assess multiscale measurement methods of water storage T. Francke et al.
- BOSSE v1.0: the Biodiversity Observing System Simulation Experiment J. Pacheco-Labrador et al.
- SILVO, a lightweight 3D illumination model to characterise the spatial structure of heterogeneous vegetation canopies A. Hornero et al.
- Exploring the Potential of SCOPE Model for Detection of Leaf Area Index and Sun-Induced Fluorescence of Peatland Canopy A. Rastogi et al.
- The roles of radiative, structural and physiological information of sun-induced chlorophyll fluorescence in predicting gross primary production of a corn crop at various temporal scales P. Yang et al.
- Assessing the Potential of Downscaled Far Red Solar-Induced Chlorophyll Fluorescence from the Canopy to Leaf Level for Drought Monitoring in Winter Wheat J. Lin et al.
- A thermal radiation directionality correction method for the surface upward longwave radiation of geostationary satellite based on a time-evolving kernel-driven model B. Qin et al.
- Separation of the direct reflection of soil from canopy spectral reflectance P. Yang et al.
- Using reflectance to reduce solar angle effects on the scattering of far-red solar-induced chlorophyll fluorescence to better track the diurnal dynamics of gross primary productivity X. Lu et al.
- FSM: A Reflectance Reconstruction Method to Retrieve Full-Spectrum Sun-Induced Chlorophyll Fluorescence From Canopy Measurements S. Li et al.
- Platespect: A new model for leaf fluorescence spectra Y. Wang et al.
- A review on solar-induced chlorophyll fluorescence of vegetation and its ecological process modeling J. Qin et al.
- A more precise retrieval of sun-induced chlorophyll fluorescence from satellite data using artificial neural networks D. Li et al.
- Retrieval of leaf-level fluorescence quantum efficiency and NPQ-related xanthophyll absorption through spectral unmixing strategies for future VIS-NIR imaging spectroscopy S. Van Wittenberghe et al.
- A precise method unaffected by atmospheric reabsorption for ground-based retrieval of red and far-red sun-induced chlorophyll fluorescence P. Naethe et al.
- Simulation framework for solar-induced fluorescence retrieval and application to DESIS and HyPlant M. Pato et al.
- Integrated Modeling Approaches for Agricultural Digital twins: the role of Process Based Models, Agent Based Models, Machine Learning, and Model Coupling S. Rao et al.
- Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects L. Wan et al.
- Divergent sensitivity of red and far-red Fraunhofer line fluorescence in-filling to water stress dynamics in almond orchards N. Wang et al.
- High-spatial-resolution gross primary production estimation from Sentinel-2 reflectance using hybrid Gaussian processes modeling E. De Clerck et al.
- Enhanced observations from an optimized soil-canopy-photosynthesis and energy flux model revealed evapotranspiration-shading cooling dynamics of urban vegetation during extreme heat Z. Yu et al.
- Exploring vegetation chlorophyll fluorescence with leaf dorsiventrality H. Shi
- The effect of temperature on photosystem II efficiency across plant functional types and climate P. Neri et al.
- Tracking drought in dryland vegetation through the photosynthetic afternoon depression index of Sun-induced chlorophyll fluorescence S. He et al.
- SIFFI: Bayesian solar-induced fluorescence retrieval algorithm for remote sensing of vegetation A. Kukkurainen et al.
Saved (final revised paper)
Latest update: 16 May 2026
Short summary
Since the first publication 12 years ago, the SCOPE model has been applied in remote sensing studies of solar-induced chlorophyll fluorescence (SIF), energy balance fluxes, gross primary productivity (GPP), and directional thermal signals. Here, we present a thoroughly revised version, SCOPE 2.0, which features a number of new elements.
Since the first publication 12 years ago, the SCOPE model has been applied in remote sensing...