Jochem Verrelst

According to our database1, Jochem Verrelst authored at least 60 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Urban Heat Island Monitoring and Impacts on Citizen's General Health Status in Isfahan Metropolis: A Remote Sensing and Field Survey Approach.
Remote. Sens., 2020

Transboundary Basins Need More Attention: Anthropogenic Impacts on Land Cover Changes in Aras River Basin, Monitoring and Prediction.
Remote. Sens., 2020

Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI.
Remote. Sens., 2020

Optimal Spectral Wavelengths for Discriminating Orchard Species Using Multivariate Statistical Techniques.
Remote. Sens., 2020

DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection.
Environ. Model. Softw., 2020

Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation, North India.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method.
Int. J. Appl. Earth Obs. Geoinformation, 2020

2019
Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models.
IEEE Trans. Geosci. Remote. Sens., 2019

Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data.
Remote. Sens., 2019

Approximating Empirical Surface Reflectance Data through Emulation: Opportunities for Synthetic Scene Generation.
Remote. Sens., 2019

Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models.
Remote. Sens., 2019

Eco-Friendly Estimation of Heavy Metal Contents in Grapevine Foliage Using In-Field Hyperspectral Data and Multivariate Analysis.
Remote. Sens., 2019

Scenario-based discrimination of common grapevine varieties using in-field hyperspectral data in the western of Iran.
Int. J. Appl. Earth Obs. Geoinformation, 2019

2018
Design of a Generic 3-D Scene Generator for Passive Optical Missions and Its Implementation for the ESA's FLEX/Sentinel-3 Tandem Mission.
IEEE Trans. Geosci. Remote. Sens., 2018

Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Compensation of Oxygen Transmittance Effects for Proximal Sensing Retrieval of Canopy-Leaving Sun-Induced Chlorophyll Fluorescence.
Remote. Sens., 2018

Retrieval of canopy water content of different crop types with two new hyperspectral indices: Water Absorption Area Index and Depth Water Index.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Alg: a Toolbox for the Generation of Look-Up tables Based on Atmospheric Radiative Transfer Models.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Statistical Learning For End-To-End Simulations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Approximating Experimental Vegetation Spectroscopy Data through Emulation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Progress in Emulation For Radiative Transfer Modeling And Mapping.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

FLEX/S3 Tandem Mission Performance Assessment: Evolution of the End-to-End Simulator Flex-E.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Remote Estimation of Canopy Water Content in Different Crop Types with New Hyperspectral Indices.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

The Sensagri Sentinel-2 Lai Green and Brown Product: from Algorithm Development Towards Operational Mapping.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Assessment of Approximations in Aerosol Optical Properties and Vertical Distribution into FLEX Atmospherically-Corrected Surface Reflectance and Retrieved Sun-Induced Fluorescence.
Remote. Sens., 2017

SCOPE-Based Emulators for Fast Generation of Synthetic Canopy Reflectance and Sun-Induced Fluorescence Spectra.
Remote. Sens., 2017

Impact of Atmospheric Inversion Effects on Solar-Induced Chlorophyll Fluorescence: Exploitation of the Apparent Reflectance as a Quality Indicator.
Remote. Sens., 2017

Oxygen transmittance correction for solar-induced chlorophyll fluorescence measured on proximal sensing: Application to the NASA-GSFC fusion tower.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
FLEX End-to-End Mission Performance Simulator.
IEEE Trans. Geosci. Remote. Sens., 2016

Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis.
Remote. Sens., 2016

Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval.
IEEE Geosci. Remote. Sens. Lett., 2016

Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2015
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning.
Remote. Sens., 2015

Brown and green LAI mapping through spectral indices.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Learning Structures in Earth Observation Data with Gaussian Processes.
Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Replacing radiative transfer models by surrogate approximations through machine learning.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A sun-induced vegetation fluorescence retrieval method from top of atmosphere radiance for the FLEX/Sentinel-3 TanDEM mission.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Biophysical parameter retrieval with warped Gaussian processes.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions.
IEEE Trans. Geosci. Remote. Sens., 2014

Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization.
Remote. Sens., 2014

A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover.
Remote. Sens., 2014

Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes.
IEEE Geosci. Remote. Sens. Lett., 2014

Global sensitivity analysis of the A-SCOPE model in support of future FLEX fluorescence retrievals.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Sensitivity of scope modelled GPP and fluorescence for different plant functional types.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

A fluorescence retrieval method for the flex sentinel-3 tandem mission.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013
Gaussian Process Retrieval of Chlorophyll Content From Imaging Spectroscopy Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model.
Remote. Sens., 2013

Estimation of vegetation chlorophyll content with Variational Heteroscedastic Gaussian Processes.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Retrieval of Vegetation Biophysical Parameters Using Gaussian Process Techniques.
IEEE Trans. Geosci. Remote. Sens., 2012

Mapping Vegetation Density in a Heterogeneous River Floodplain Ecosystem Using Pointable CHRIS/PROBA Data.
Remote. Sens., 2012

Optimizing LUT-based radiative transfer model inversion for retrieval of biophysical parameters using hyperspectral data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Potential retrieval of biophysical parameters from FLORIS, S3-OLCI and its synergy.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content.
Sensors, 2011

Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation.
IEEE Geosci. Remote. Sens. Lett., 2011

2010
Merging the Minnaert- k Parameter With Spectral Unmixing to Map Forest Heterogeneity With CHRIS/PROBA Data.
IEEE Trans. Geosci. Remote. Sens., 2010

2009
Mapping of aggregated floodplain plant communities using image fusion of CASI and LiDAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2009

Fusing Minnaert-k parameter with spectral unmixing for forest heterogeneity mapping using CHRIS-PROBA data.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

2007
Erratum to "Capturing the fugitive: Applying remote sensing to terrestrial animal distribution and diversity" [Int. J. Appl. Earth Observ. Geoinform. (2007) 1-20].
Int. J. Appl. Earth Obs. Geoinformation, 2007

Capturing the fugitive: Applying remote sensing to terrestrial animal distribution and diversity.
Int. J. Appl. Earth Obs. Geoinformation, 2007


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