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Ben Somers
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2020 – today
- 2024
- [j43]Margot Verhulst, Stien Heremans, Matthew B. Blaschko, Ben Somers:
Temporal Transferability of Tree Species Classification in Temperate Forests with Sentinel-2 Time Series. Remote. Sens. 16(14): 2653 (2024) - [c28]Stien Heremans, Victor Wepener, Ben Somers:
Satellite-Based Mapping of Purple Moor Grass for Wildfire Fuel Load Assessment in Heathlands. IGARSS 2024: 2572-2576 - [c27]Mingshi Li, Dusan Grujicic, Steven De Saeger, Stien Heremans, Ben Somers, Matthew B. Blaschko:
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis. IGARSS 2024: 9539-9543 - [i1]Mingshi Li, Dusan Grujicic, Steven De Saeger, Stien Heremans, Ben Somers, Matthew B. Blaschko:
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis. CoRR abs/2401.15223 (2024) - 2023
- [j42]Maria Culman, Stephanie Delalieux, Bart Beusen, Ben Somers:
Automatic labeling to overcome the limitations of deep learning in applications with insufficient training data: A case study on fruit detection in pear orchards. Comput. Electron. Agric. 213: 108196 (2023) - [j41]Nick Gutkin, Valens Uwizeyimana, Ben Somers, Bart Muys, Bruno Verbist:
Supervised Classification of Tree Cover Classes in the Complex Mosaic Landscape of Eastern Rwanda. Remote. Sens. 15(10): 2606 (2023) - 2022
- [j40]Jingli Yan, Stijn Van der Linden, Yunyu Tian, Jo Van Valckenborgh, Veerle Strosse, Ben Somers:
Characterizing Garden Greenspace in a Medieval European City: Added Values of Spatial Resolution and Multi-Temporal Stereo Imagery. Remote. Sens. 14(5): 1169 (2022) - [j39]Fernando Troya, Paulo N. Bernardino, Ben Somers:
Inter-Annual Climate Variability Impact on Oil Palm Mapping. Remote. Sens. 14(13): 3104 (2022) - [j38]Tshilidzi Manyanya, Janne Teerlinck, Ben Somers, Bruno Verbist, Nthaduleni Nethengwe:
Sentinel-Based Adaptation of the Local Climate Zones Framework to a South African Context. Remote. Sens. 14(15): 3594 (2022) - [j37]Ruben Van de Vijver, Koen C. Mertens, Kurt Heungens, David Nuyttens, Jana Wieme, Wouter H. Maes, Jonathan Van Beek, Ben Somers, Wouter Saeys:
Ultra-High-Resolution UAV-Based Detection of Alternaria solani Infections in Potato Fields. Remote. Sens. 14(24): 6232 (2022) - [j36]Fei Xu, Stien Heremans, Ben Somers:
Urban land cover mapping with Sentinel-2: a spectro-spatio-temporal analysis. Urban Inform. 1(1) (2022) - 2021
- [j35]Ine Rosier, Jan Diels, Ben Somers, Jos Van Orshoven:
A Workflow to Extract the Geometry and Type of Vegetated Landscape Elements from Airborne LiDAR Point Clouds. Remote. Sens. 13(20): 4031 (2021) - [c26]Ernesto Marcheggiani, Andrea Galli, Osmany Ceballo Melendres, Ben Somers, Julio P. García-Lahera, Wanda De Keersmaecker, M. D. Abdul Mueed Choudhury:
Monitor Mangrove Forest Dynamics from Multi-temporal Landsat 8-OLI Images in the Southern Coast of Sancti Spíritus Province (Cuba). ICCSA (7) 2021: 169-182 - [c25]Stéphanie Horion, Wim Verbruggen, Paulo N. Bernardino, Niels Souverijns, Wanda De Keersmaecker, Rasmus Fensholt, Guy Schurgers, Ruben Van De Kerchove, Hans Verbeeck, Jan Verbesselt, Ben Somers:
Abrupt Change in Dryland Ecosystem Functioning: Recent Advances and Lessons Learnt from the U-TURN Project. IGARSS 2021: 1394-1397 - [c24]Frederik Priem, Ben Somers, Frank Canters:
Iterative Spectral Distancing: A Novel Approach for Extracting Endmembers in Complex Urban Image Scenes. IGARSS 2021: 4035-4038 - [c23]Dengkai Chi, Kobe Graulus, Jeroen Degerickx, Ben Somers:
Urban Tree Species Classification Using Airborne Lidar and Hyperspectral Imagery. IGARSS 2021: 4980-4983 - [c22]Fei Xu, Ben Somers:
Surveying Green Spaces in European Human Settlements at 30 m Sub-Pixel Level. IGARSS 2021: 5405-5408 - [c21]Stien Heremans, Francis Turkelboom, Margot Verhulst, Matthew B. Blaschko, Ben Somers:
Remote Sensing and Deep Learning for Environmental Policy Support: From Theory to Practice. IGARSS 2021: 5728-5731 - [c20]Niels Souverijns, Marcel Buchhorn, Stéphanie Horion, Rasmus Fensholt, Hans Verbeeck, Jan Verbesselt, Martin Herold, Nandin-Erdene Tsendbazar, Paulo N. Bernardino, Ben Somers, Ruben Van De Kerchove:
Thirty Years of Land Cover and Fraction Cover Changes Over the Sudano-Sahel Using Landsat Time Series. IGARSS 2021: 6170-6173 - 2020
- [j34]Ruben Van de Vijver, Koen C. Mertens, Kurt Heungens, Ben Somers, David Nuyttens, Irene Borra-Serrano, Peter Lootens, Isabel Roldán-Ruiz, Jürgen Vangeyte, Wouter Saeys:
In-field detection of Alternaria solani in potato crops using hyperspectral imaging. Comput. Electron. Agric. 168 (2020) - [j33]Johanna Van Passel, Wanda De Keersmaecker, Ben Somers:
Monitoring Woody Cover Dynamics in Tropical Dry Forest Ecosystems Using Sentinel-2 Satellite Imagery. Remote. Sens. 12(8): 1276 (2020) - [j32]Irene Borra-Serrano, Tom De Swaef, Paul Quataert, Jonas Aper, Aamir Saleem, Wouter Saeys, Ben Somers, Isabel Roldán-Ruiz, Peter Lootens:
Closing the Phenotyping Gap: High Resolution UAV Time Series for Soybean Growth Analysis Provides Objective Data from Field Trials. Remote. Sens. 12(10): 1644 (2020) - [j31]Paulo N. Bernardino, Martin Brandt, Wanda De Keersmaecker, Stéphanie Horion, Rasmus Fensholt, Ilié Storms, Jean-Pierre Wigneron, Jan Verbesselt, Ben Somers:
Uncovering Dryland Woody Dynamics Using Optical, Microwave, and Field Data - Prolonged Above-Average Rainfall Paradoxically Contributes to Woody Plant Die-Off in the Western Sahel. Remote. Sens. 12(14): 2332 (2020) - [j30]Dengkai Chi, Jeroen Degerickx, Kang Yu, Ben Somers:
Urban Tree Health Classification Across Tree Species by Combining Airborne Laser Scanning and Imaging Spectroscopy. Remote. Sens. 12(15): 2435 (2020) - [j29]Niels Souverijns, Marcel Buchhorn, Stéphanie Horion, Rasmus Fensholt, Hans Verbeeck, Jan Verbesselt, Martin Herold, Nandin-Erdene Tsendbazar, Paulo N. Bernardino, Ben Somers, Ruben Van De Kerchove:
Thirty Years of Land Cover and Fraction Cover Changes over the Sudano-Sahel Using Landsat Time Series. Remote. Sens. 12(22): 3817 (2020)
2010 – 2019
- 2019
- [j28]Yasmin Vanbrabant, Laurent Tits, Stephanie Delalieux, Klaas Pauly, Wim Verjans, Ben Somers:
Multitemporal Chlorophyll Mapping in Pome Fruit Orchards from Remotely Piloted Aircraft Systems. Remote. Sens. 11(12): 1468 (2019) - 2018
- [j27]Jeroen Degerickx, Dar A. Roberts, Joseph P. McFadden, Martin Hermy, Ben Somers:
Urban tree health assessment using airborne hyperspectral and LiDAR imagery. Int. J. Appl. Earth Obs. Geoinformation 73: 26-38 (2018) - [c19]Stien Heremans, Rob Hillen, Laura Vanierschot, Ben Somers:
Assessing the Ecological Value of Grasslands from Sentinel 2: A Case Study in Flanders. IGARSS 2018: 2891-2894 - [c18]Kang Yu, Jeroen Degerickx, Maarten Van Geel, Olivier Honnay, Ben Somers:
Airborne Imaging Spectroscopy for Assessing Soil Sealing Effect on Urban Tree Health. WHISPERS 2018: 1-4 - 2017
- [j26]Wanda De Keersmaecker, Stefaan Lhermitte, Michael J. Hill, Laurent Tits, Pol Coppin, Ben Somers:
Assessment of Regional Vegetation Response to Climate Anomalies: A Case Study for Australia Using GIMMS NDVI Time Series between 1982 and 2006. Remote. Sens. 9(1): 34 (2017) - [j25]Jeroen Degerickx, Akpona Okujeni, Marian-Daniel Iordache, Martin Hermy, Sebastian van der Linden, Ben Somers:
A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover. Remote. Sens. 9(6): 565 (2017) - [c17]Jeroen Degerickx, Martin Hermy, Ben Somers:
Mapping functional urban green types using hyperspectral remote sensing. JURSE 2017: 1-4 - 2016
- [j24]Jonathan Van Beek, Laurent Tits, Ben Somers, Tom Deckers, Pieter Janssens, Pol Coppin:
Viewing Geometry Sensitivity of Commonly Used Vegetation Indices towards the Estimation of Biophysical Variables in Orchards. J. Imaging 2(2): 15 (2016) - 2015
- [j23]Jonathan Van Beek, Laurent Tits, Ben Somers, Tom Deckers, Pieter Janssens, Pol Coppin:
Reducing background effects in orchards through spectral vegetation index correction. Int. J. Appl. Earth Obs. Geoinformation 34: 167-177 (2015) - [j22]Laurent Tits, Rob Heylen, Ben Somers, Paul Scheunders, Pol Coppin:
A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations. IEEE Geosci. Remote. Sens. Lett. 12(1): 82-86 (2015) - [j21]Jonathan Van Beek, Laurent Tits, Ben Somers, Tom Deckers, Wim Verjans, Dany Bylemans, Pieter Janssens, Pol Coppin:
Temporal Dependency of Yield and Quality Estimation through Spectral Vegetation Indices in Pear Orchards. Remote. Sens. 7(8): 9886-9903 (2015) - [j20]Anne Clasen, Ben Somers, Kyle Pipkins, Laurent Tits, Karl Segl, Maximilian Brell, Birgit Kleinschmit, Daniel Spengler, Angela Lausch, Michael Förster:
Spectral Unmixing of Forest Crown Components at Close Range, Airborne and Simulated Sentinel-2 and EnMAP Spectral Imaging Scale. Remote. Sens. 7(11): 15361-15387 (2015) - [c16]Wanda De Keersmaecker, Stefaan Lhermitte, Laurent Tits, Olivier Honnay, Pol Coppin, Ben Somers:
Towards the large-scale assessment of vegetation biomass production stability. MultiTemp 2015: 1-4 - 2014
- [j19]Ben Somers, Gregory P. Asner:
Tree species mapping in tropical forests using multi-temporal imaging spectroscopy: Wavelength adaptive spectral mixture analysis. Int. J. Appl. Earth Obs. Geoinformation 31: 57-66 (2014) - [j18]Jonathan Van Beek, Laurent Tits, Ben Somers, Pieter Janssens, Wendy Odeurs, Hilde Vandendriessche, Tom Deckers, Pol Coppin:
Correction: Van Beek, J. et al. Stem Water Potential Monitoring in Pear Orchards through WorldView-2 Multispectral Imagery. Remote Sens, 2013, 5, 6647-6666. Remote. Sens. 6(2): 1760-1761 (2014) - [j17]Nicolas Dobigeon, Laurent Tits, Ben Somers, Yoann Altmann, Pol Coppin:
A Comparison of Nonlinear Mixing Models for Vegetated Areas Using Simulated and Real Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 1869-1878 (2014) - [j16]Ben Somers, Laurent Tits, Pol Coppin:
Quantifying Nonlinear Spectral Mixing in Vegetated Areas: Computer Simulation Model Validation and First Results. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 1956-1965 (2014) - [j15]Marian-Daniel Iordache, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
A Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2016-2034 (2014) - [j14]Stephanie Delalieux, Pablo J. Zarco-Tejada, Laurent Tits, Miguel Ángel Jiménez-Bello, Diego S. Intrigliolo, Ben Somers:
Unmixing-Based Fusion of Hyperspatial and Hyperspectral Airborne Imagery for Early Detection of Vegetation Stress. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2571-2582 (2014) - [j13]Laurent Tits, Ben Somers, Wouter Saeys, Pol Coppin:
Site-Specific Plant Condition Monitoring Through Hyperspectral Alternating Least Squares Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3606-3618 (2014) - [j12]Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. IEEE Trans. Geosci. Remote. Sens. 52(7): 4364-4382 (2014) - [c15]Ben Somers, Gregory P. Asner:
Monitoring plant invasions in Hawaiian rainforests through multi-temporal unmixing. IGARSS 2014: 3926-3929 - [c14]Wanda De Keersmaecker, Stefaan Lhermitte, Laurent Tits, Olivier Honnay, Ben Somers, Pol Coppin:
Linking NDVI and climate-based ecosystem stability with land cover in Europe. IGARSS 2014: 3938-3940 - [c13]Nicolas Dobigeon, Laurent Tits, Ben Somers, Yoann Altmann, Pol Coppin:
Nonlinear unmixing of vegetated areas: A model comparison based on simulated and real hyperspectral data. WHISPERS 2014: 1-4 - [c12]Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
On the use of collaborative sparse regression in hyperspectral unmixing chains. WHISPERS 2014: 1-4 - [c11]Laurent Tits, Ben Somers, Jan Stuckens, Pol Coppin:
Validating nonlinear mixing models: Benchmark datasets from vegetated areas. WHISPERS 2014: 1-4 - 2013
- [j11]Jonathan Van Beek, Laurent Tits, Ben Somers, Pol Coppin:
Stem Water Potential Monitoring in Pear Orchards through WorldView-2 Multispectral Imagery. Remote. Sens. 5(12): 6647-6666 (2013) - [j10]Ben Somers, Gregory P. Asner:
Invasive Species Mapping in Hawaiian Rainforests Using Multi-Temporal Hyperion Spaceborne Imaging Spectroscopy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-1): 351-359 (2013) - [c10]Marian-Daniel Iordache, Laurent Tits, Ben Somers, Antonio Plaza:
Improved signal unmixing of vegetation using sparse group selection. IGARSS 2013: 3018-3021 - [c9]Marian-Daniel Iordache, Ben Somers, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Pol Coppin:
Plant production system monitoring via multiple signal classification and sparse regression. WHISPERS 2013: 1-4 - 2012
- [j9]Sander Veraverbeke, Ben Somers, Ioannis Z. Gitas, Thomas Katagis, Anastasia Polychronaki, Rudi Goossens:
Spectral mixture analysis to assess post-fire vegetation regeneration using Landsat Thematic Mapper imagery: Accounting for soil brightness variation. Int. J. Appl. Earth Obs. Geoinformation 14(1): 1-11 (2012) - [j8]Ben Somers, Gregory P. Asner:
Hyperspectral Time Series Analysis of Native and Invasive Species in Hawaiian Rainforests. Remote. Sens. 4(9): 2510-2529 (2012) - [j7]Ben Somers, Maciel Zortea, Antonio Plaza, Gregory P. Asner:
Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 396-408 (2012) - [j6]Laurent Tits, Ben Somers, Pol Coppin:
The Potential and Limitations of a Clustering Approach for the Improved Efficiency of Multiple Endmember Spectral Mixture Analysis in Plant Production System Monitoring. IEEE Trans. Geosci. Remote. Sens. 50(6): 2273-2286 (2012) - [c8]Laurent Tits, Ward Delabastita, Ben Somers, Jamshid Farifteh, Pol Coppin:
First results of quantifying nonlinear mixing effects in heterogeneous forests: A modeling approach. IGARSS 2012: 7185-7188 - [c7]Laurent Tits, Ben Somers, Wanda De Keersmaecker, Gregory P. Asner, Jamshid Farifteh, Pol Coppin:
Shape-based unmixing for vegetation mapping. WHISPERS 2012: 1-4 - 2011
- [j5]Xuehong Chen, Jin Chen, Xiuping Jia, Ben Somers, Jin Wu, Pol Coppin:
A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 49(8): 2945-2956 (2011) - 2010
- [j4]Ben Somers, Jan Verbesselt, Eva M. Ampe, Neil Sims, Willem W. Verstraeten, Pol Coppin:
Spectral mixture analysis to monitor defoliation in mixed-aged Eucalyptus globulus Labill plantations in southern Australia using Landsat 5-TM and EO-1 Hyperion data. Int. J. Appl. Earth Obs. Geoinformation 12(4): 270-277 (2010) - [c6]Stephanie Delalieux, Ben Somers, Birgen Haest, Lammert Kooistra, Caspar A. Mücher, Jeroen Vanden Borre:
Monitoring heathland habitat status using hyperspectral image classification and unmixing. WHISPERS 2010: 1-4 - [c5]Ben Somers, Laurent Tits, Willem W. Verstraeten, Pol Coppin:
Soil reflectance modeling & hyperspectral mixture analysis: Towards vegetation spectra minimizing the soil background contamination. WHISPERS 2010: 1-4 - [c4]Ben Somers, Willem W. Verstraeten, Stephanie Delalieux, Pol Coppin:
Modeling the hyperspectral reflectance signal of moist sandy soils. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j3]Jan Stuckens, Ben Somers, Willem W. Verstraeten, Rony Swennen, Pol Coppin:
Evaluation and Normalization of Cloud Obscuration Related BRDF Effects in Field Spectroscopy. Remote. Sens. 1(3): 496-518 (2009) - [j2]Stephanie Delalieux, Annemarie Auwerkerken, Willem W. Verstraeten, Ben Somers, Roland Valcke, Stefaan Lhermitte, Johan Keulemans, Pol Coppin:
Hyperspectral Reflectance and Fluorescence Imaging to Detect Scab Induced Stress in Apple Leaves. Remote. Sens. 1(4): 858-874 (2009) - [j1]Ben Somers, Stephanie Delalieux, Willem W. Verstraeten, Jan Verbesselt, Stefaan Lhermitte, Pol Coppin:
Magnitude- and Shape-Related Feature Integration in Hyperspectral Mixture Analysis to Monitor Weeds in Citrus Orchards. IEEE Trans. Geosci. Remote. Sens. 47(11): 3630-3642 (2009) - [c3]Jan Stuckens, Ben Somers, Willem W. Verstraeten, Rony Swennen, Pol Coppin:
Normalization of Illumination Conditions for Ground based Hyperspectral Measurements using Dual Field of View Spectroradiometers and BRDF Corrections. IGARSS (3) 2009: 279-282 - [c2]Ben Somers, Jan Stuckens, Laurent Tits, Stephan Verreynne, Willem W. Verstraeten, Pol Coppin:
A Solution for the Mixture Problem in Agricultural Remote Sensing. IGARSS (5) 2009: 344-347 - 2008
- [c1]Ben Somers, Stephanie Delalieux, Willem W. Verstraeten, Kenneth Cools, Jan Verbesselt, Stefaan Lhermitte, Pol Coppin:
Integration of Magnitude and Shape Related Features in Hyperspectral Mixture Analysis to Monitor Weeds In Citrus Orchards. IGARSS (1) 2008: 316-319
Coauthor Index
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last updated on 2024-10-07 22:21 CEST by the dblp team
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