Generic spectral library framework for urban land cover mapping with optical remote sensing imagery. - Priem, Frederik; Jilge, Marianne; Heiden, Uta; Somers, Ben; Canters, Frank (Environ. Model. Softw., 2025)

Temporal Transferability of Tree Species Classification in Temperate Forests with Sentinel-2 Time Series. - Verhulst, Margot; Heremans, Stien; Blaschko, Matthew B.; Somers, Ben (Remote. Sens., 2024)

Satellite-Based Mapping of Purple Moor Grass for Wildfire Fuel Load Assessment in Heathlands. - Heremans, Stien; Wepener, Victor; Somers, Ben (2024)

Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis. - Li, Mingshi; Grujicic, Dusan; Saeger, Steven De; Heremans, Stien; Somers, Ben; Blaschko, Matthew B. (2024)

Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis. - Li, Mingshi; Grujicic, Dusan; Saeger, Steven De; Heremans, Stien; Somers, Ben; Blaschko, Matthew B. (CoRR, 2024)

Automatic labeling to overcome the limitations of deep learning in applications with insufficient training data: A case study on fruit detection in pear orchards. - Culman, Maria; Delalieux, Stephanie; Beusen, Bart; Somers, Ben (Comput. Electron. Agric., 2023)

Supervised Classification of Tree Cover Classes in the Complex Mosaic Landscape of Eastern Rwanda. - Gutkin, Nick; Uwizeyimana, Valens; Somers, Ben; Muys, Bart; Verbist, Bruno (Remote. Sens., 2023)

Characterizing Garden Greenspace in a Medieval European City: Added Values of Spatial Resolution and Multi-Temporal Stereo Imagery. - Yan, Jingli; Linden, Stijn Van der; Tian, Yunyu; Valckenborgh, Jo Van; Strosse, Veerle; Somers, Ben (Remote. Sens., 2022)

Inter-Annual Climate Variability Impact on Oil Palm Mapping. - Troya, Fernando; Bernardino, Paulo N.; Somers, Ben (Remote. Sens., 2022)

Sentinel-Based Adaptation of the Local Climate Zones Framework to a South African Context. - Manyanya, Tshilidzi; Teerlinck, Janne; Somers, Ben; Verbist, Bruno; Nethengwe, Nthaduleni (Remote. Sens., 2022)

Ultra-High-Resolution UAV-Based Detection of Alternaria solani Infections in Potato Fields. - Vijver, Ruben Van de; Mertens, Koen C.; Heungens, Kurt; Nuyttens, David; Wieme, Jana; Maes, Wouter H.; Beek, Jonathan Van; Somers, Ben; Saeys, Wouter (Remote. Sens., 2022)

Urban land cover mapping with Sentinel-2: a spectro-spatio-temporal analysis. - Xu, Fei; Heremans, Stien; Somers, Ben (Urban Inform., 2022)

A Workflow to Extract the Geometry and Type of Vegetated Landscape Elements from Airborne LiDAR Point Clouds. - Rosier, Ine; Diels, Jan; Somers, Ben; Orshoven, Jos Van (Remote. Sens., 2021)

Monitor Mangrove Forest Dynamics from Multi-temporal Landsat 8-OLI Images in the Southern Coast of Sancti Spíritus Province (Cuba). - Marcheggiani, Ernesto; Galli, Andrea; Melendres, Osmany Ceballo; Somers, Ben; García-Lahera, Julio P.; Keersmaecker, Wanda De; Choudhury, M. D. Abdul Mueed (2021)

Abrupt Change in Dryland Ecosystem Functioning: Recent Advances and Lessons Learnt from the U-TURN Project. - Horion, Stéphanie; Verbruggen, Wim; Bernardino, Paulo N.; Souverijns, Niels; Keersmaecker, Wanda De; Fensholt, Rasmus; Schurgers, Guy; Kerchove, Ruben Van De; Verbeeck, Hans; Verbesselt, Jan; Somers, Ben (2021)

Iterative Spectral Distancing: A Novel Approach for Extracting Endmembers in Complex Urban Image Scenes. - Priem, Frederik; Somers, Ben; Canters, Frank (2021)

Urban Tree Species Classification Using Airborne Lidar and Hyperspectral Imagery. - Chi, Dengkai; Graulus, Kobe; Degerickx, Jeroen; Somers, Ben (2021)

Surveying Green Spaces in European Human Settlements at 30 m Sub-Pixel Level. - Xu, Fei; Somers, Ben (2021)

Remote Sensing and Deep Learning for Environmental Policy Support: From Theory to Practice. - Heremans, Stien; Turkelboom, Francis; Verhulst, Margot; Blaschko, Matthew B.; Somers, Ben (2021)

Thirty Years of Land Cover and Fraction Cover Changes Over the Sudano-Sahel Using Landsat Time Series. - Souverijns, Niels; Buchhorn, Marcel; Horion, Stéphanie; Fensholt, Rasmus; Verbeeck, Hans; Verbesselt, Jan; Herold, Martin; Tsendbazar, Nandin-Erdene; Bernardino, Paulo N.; Somers, Ben; Kerchove, Ruben Van De (2021)

In-field detection of Alternaria solani in potato crops using hyperspectral imaging. - Vijver, Ruben Van de; Mertens, Koen C.; Heungens, Kurt; Somers, Ben; Nuyttens, David; Borra-Serrano, Irene; Lootens, Peter; Roldán-Ruiz, Isabel; Vangeyte, Jürgen; Saeys, Wouter (Comput. Electron. Agric., 2020)

Monitoring Woody Cover Dynamics in Tropical Dry Forest Ecosystems Using Sentinel-2 Satellite Imagery. - Passel, Johanna Van; Keersmaecker, Wanda De; Somers, Ben (Remote. Sens., 2020)

Closing the Phenotyping Gap: High Resolution UAV Time Series for Soybean Growth Analysis Provides Objective Data from Field Trials. - Borra-Serrano, Irene; Swaef, Tom De; Quataert, Paul; Aper, Jonas; Saleem, Aamir; Saeys, Wouter; Somers, Ben; Roldán-Ruiz, Isabel; Lootens, Peter (Remote. Sens., 2020)

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. - Bernardino, Paulo N.; Brandt, Martin; Keersmaecker, Wanda De; Horion, Stéphanie; Fensholt, Rasmus; Storms, Ilié; Wigneron, Jean-Pierre; Verbesselt, Jan; Somers, Ben (Remote. Sens., 2020)

Urban Tree Health Classification Across Tree Species by Combining Airborne Laser Scanning and Imaging Spectroscopy. - Chi, Dengkai; Degerickx, Jeroen; Yu, Kang; Somers, Ben (Remote. Sens., 2020)

Thirty Years of Land Cover and Fraction Cover Changes over the Sudano-Sahel Using Landsat Time Series. - Souverijns, Niels; Buchhorn, Marcel; Horion, Stéphanie; Fensholt, Rasmus; Verbeeck, Hans; Verbesselt, Jan; Herold, Martin; Tsendbazar, Nandin-Erdene; Bernardino, Paulo N.; Somers, Ben; Kerchove, Ruben Van De (Remote. Sens., 2020)

Multitemporal Chlorophyll Mapping in Pome Fruit Orchards from Remotely Piloted Aircraft Systems. - Vanbrabant, Yasmin; Tits, Laurent; Delalieux, Stephanie; Pauly, Klaas; Verjans, Wim; Somers, Ben (Remote. Sens., 2019)

Urban tree health assessment using airborne hyperspectral and LiDAR imagery. - Degerickx, Jeroen; Roberts, Dar A.; McFadden, Joseph P.; Hermy, Martin; Somers, Ben (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Assessing the Ecological Value of Grasslands from Sentinel 2: A Case Study in Flanders. - Heremans, Stien; Hillen, Rob; Vanierschot, Laura; Somers, Ben (2018)

Airborne Imaging Spectroscopy for Assessing Soil Sealing Effect on Urban Tree Health. - Yu, Kang; Degerickx, Jeroen; Geel, Maarten Van; Honnay, Olivier; Somers, Ben (2018)

Assessment of Regional Vegetation Response to Climate Anomalies: A Case Study for Australia Using GIMMS NDVI Time Series between 1982 and 2006. - Keersmaecker, Wanda De; Lhermitte, Stefaan; Hill, Michael J.; Tits, Laurent; Coppin, Pol; Somers, Ben (Remote. Sens., 2017)

A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover. - Degerickx, Jeroen; Okujeni, Akpona; Iordache, Marian-Daniel; Hermy, Martin; Linden, Sebastian van der; Somers, Ben (Remote. Sens., 2017)

Mapping functional urban green types using hyperspectral remote sensing. - Degerickx, Jeroen; Hermy, Martin; Somers, Ben (2017)

Viewing Geometry Sensitivity of Commonly Used Vegetation Indices towards the Estimation of Biophysical Variables in Orchards. - Beek, Jonathan Van; Tits, Laurent; Somers, Ben; Deckers, Tom; Janssens, Pieter; Coppin, Pol (J. Imaging, 2016)

Reducing background effects in orchards through spectral vegetation index correction. - Beek, Jonathan Van; Tits, Laurent; Somers, Ben; Deckers, Tom; Janssens, Pieter; Coppin, Pol (Int. J. Appl. Earth Obs. Geoinformation, 2015)

A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations. - Tits, Laurent; Heylen, Rob; Somers, Ben; Scheunders, Paul; Coppin, Pol (IEEE Geosci. Remote. Sens. Lett., 2015)

Temporal Dependency of Yield and Quality Estimation through Spectral Vegetation Indices in Pear Orchards. - Beek, Jonathan Van; Tits, Laurent; Somers, Ben; Deckers, Tom; Verjans, Wim; Bylemans, Dany; Janssens, Pieter; Coppin, Pol (Remote. Sens., 2015)

Spectral Unmixing of Forest Crown Components at Close Range, Airborne and Simulated Sentinel-2 and EnMAP Spectral Imaging Scale. - Clasen, Anne; Somers, Ben; Pipkins, Kyle; Tits, Laurent; Segl, Karl; Brell, Maximilian; Kleinschmit, Birgit; Spengler, Daniel; Lausch, Angela; Förster, Michael (Remote. Sens., 2015)

Towards the large-scale assessment of vegetation biomass production stability. - Keersmaecker, Wanda De; Lhermitte, Stefaan; Tits, Laurent; Honnay, Olivier; Coppin, Pol; Somers, Ben (2015)

Tree species mapping in tropical forests using multi-temporal imaging spectroscopy: Wavelength adaptive spectral mixture analysis. - Somers, Ben; Asner, Gregory P. (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Correction: Van Beek, J. et al. Stem Water Potential Monitoring in Pear Orchards through WorldView-2 Multispectral Imagery. Remote Sens, 2013, 5, 6647-6666. - Beek, Jonathan Van; Tits, Laurent; Somers, Ben; Janssens, Pieter; Odeurs, Wendy; Vandendriessche, Hilde; Deckers, Tom; Coppin, Pol (Remote. Sens., 2014)

A Comparison of Nonlinear Mixing Models for Vegetated Areas Using Simulated and Real Hyperspectral Data. - Dobigeon, Nicolas; Tits, Laurent; Somers, Ben; Altmann, Yoann; Coppin, Pol (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Quantifying Nonlinear Spectral Mixing in Vegetated Areas: Computer Simulation Model Validation and First Results. - Somers, Ben; Tits, Laurent; Coppin, Pol (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Dynamic Unmixing Framework for Plant Production System Monitoring. - Iordache, Marian-Daniel; Tits, Laurent; Bioucas-Dias, José M.; Plaza, Antonio; Somers, Ben (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Unmixing-Based Fusion of Hyperspatial and Hyperspectral Airborne Imagery for Early Detection of Vegetation Stress. - Delalieux, Stephanie; Zarco-Tejada, Pablo J.; Tits, Laurent; Jiménez-Bello, Miguel Ángel; Intrigliolo, Diego S.; Somers, Ben (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Site-Specific Plant Condition Monitoring Through Hyperspectral Alternating Least Squares Unmixing. - Tits, Laurent; Somers, Ben; Saeys, Wouter; Coppin, Pol (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. - Iordache, Marian-Daniel; Bioucas-Dias, José M.; Plaza, Antonio; Somers, Ben (IEEE Trans. Geosci. Remote. Sens., 2014)

Monitoring plant invasions in Hawaiian rainforests through multi-temporal unmixing. - Somers, Ben; Asner, Gregory P. (2014)

Linking NDVI and climate-based ecosystem stability with land cover in Europe. - Keersmaecker, Wanda De; Lhermitte, Stefaan; Tits, Laurent; Honnay, Olivier; Somers, Ben; Coppin, Pol (2014)

Nonlinear unmixing of vegetated areas: A model comparison based on simulated and real hyperspectral data. - Dobigeon, Nicolas; Tits, Laurent; Somers, Ben; Altmann, Yoann; Coppin, Pol (2014)

On the use of collaborative sparse regression in hyperspectral unmixing chains. - Iordache, Marian-Daniel; Okujeni, Akpona; Linden, Sebastian van der; Bioucas-Dias, José M.; Plaza, Antonio; Somers, Ben (2014)

Validating nonlinear mixing models: Benchmark datasets from vegetated areas. - Tits, Laurent; Somers, Ben; Stuckens, Jan; Coppin, Pol (2014)

Stem Water Potential Monitoring in Pear Orchards through WorldView-2 Multispectral Imagery. - Beek, Jonathan Van; Tits, Laurent; Somers, Ben; Coppin, Pol (Remote. Sens., 2013)

Invasive Species Mapping in Hawaiian Rainforests Using Multi-Temporal Hyperion Spaceborne Imaging Spectroscopy. - Somers, Ben; Asner, Gregory P. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Improved signal unmixing of vegetation using sparse group selection. - Iordache, Marian-Daniel; Tits, Laurent; Somers, Ben; Plaza, Antonio (2013)

Plant production system monitoring via multiple signal classification and sparse regression. - Iordache, Marian-Daniel; Somers, Ben; Tits, Laurent; Bioucas-Dias, José M.; Plaza, Antonio; Coppin, Pol (2013)

Spectral mixture analysis to assess post-fire vegetation regeneration using Landsat Thematic Mapper imagery: Accounting for soil brightness variation. - Veraverbeke, Sander; Somers, Ben; Gitas, Ioannis Z.; Katagis, Thomas; Polychronaki, Anastasia; Goossens, Rudi (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Hyperspectral Time Series Analysis of Native and Invasive Species in Hawaiian Rainforests. - Somers, Ben; Asner, Gregory P. (Remote. Sens., 2012)

Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing. - Somers, Ben; Zortea, Maciel; Plaza, Antonio; Asner, Gregory P. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

The Potential and Limitations of a Clustering Approach for the Improved Efficiency of Multiple Endmember Spectral Mixture Analysis in Plant Production System Monitoring. - Tits, Laurent; Somers, Ben; Coppin, Pol (IEEE Trans. Geosci. Remote. Sens., 2012)

First results of quantifying nonlinear mixing effects in heterogeneous forests: A modeling approach. - Tits, Laurent; Delabastita, Ward; Somers, Ben; Farifteh, Jamshid; Coppin, Pol (2012)

Shape-based unmixing for vegetation mapping. - Tits, Laurent; Somers, Ben; Keersmaecker, Wanda De; Asner, Gregory P.; Farifteh, Jamshid; Coppin, Pol (2012)

A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing. - Chen, Xuehong; Chen, Jin; Jia, Xiuping; Somers, Ben; Wu, Jin; Coppin, Pol (IEEE Trans. Geosci. Remote. Sens., 2011)

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. - Somers, Ben; Verbesselt, Jan; Ampe, Eva M.; Sims, Neil; Verstraeten, Willem W.; Coppin, Pol (Int. J. Appl. Earth Obs. Geoinformation, 2010)

Monitoring heathland habitat status using hyperspectral image classification and unmixing. - Delalieux, Stephanie; Somers, Ben; Haest, Birgen; Kooistra, Lammert; Mücher, Caspar A.; Borre, Jeroen Vanden (2010)

Soil reflectance modeling & hyperspectral mixture analysis: Towards vegetation spectra minimizing the soil background contamination. - Somers, Ben; Tits, Laurent; Verstraeten, Willem W.; Coppin, Pol (2010)

Modeling the hyperspectral reflectance signal of moist sandy soils. - Somers, Ben; Verstraeten, Willem W.; Delalieux, Stephanie; Coppin, Pol (2010)

Evaluation and Normalization of Cloud Obscuration Related BRDF Effects in Field Spectroscopy. - Stuckens, Jan; Somers, Ben; Verstraeten, Willem W.; Swennen, Rony; Coppin, Pol (Remote. Sens., 2009)

Hyperspectral Reflectance and Fluorescence Imaging to Detect Scab Induced Stress in Apple Leaves. - Delalieux, Stephanie; Auwerkerken, Annemarie; Verstraeten, Willem W.; Somers, Ben; Valcke, Roland; Lhermitte, Stefaan; Keulemans, Johan; Coppin, Pol (Remote. Sens., 2009)

Magnitude- and Shape-Related Feature Integration in Hyperspectral Mixture Analysis to Monitor Weeds in Citrus Orchards. - Somers, Ben; Delalieux, Stephanie; Verstraeten, Willem W.; Verbesselt, Jan; Lhermitte, Stefaan; Coppin, Pol (IEEE Trans. Geosci. Remote. Sens., 2009)

Normalization of Illumination Conditions for Ground based Hyperspectral Measurements using Dual Field of View Spectroradiometers and BRDF Corrections. - Stuckens, Jan; Somers, Ben; Verstraeten, Willem W.; Swennen, Rony; Coppin, Pol (2009)

A Solution for the Mixture Problem in Agricultural Remote Sensing. - Somers, Ben; Stuckens, Jan; Tits, Laurent; Verreynne, Stephan; Verstraeten, Willem W.; Coppin, Pol (2009)

Integration of Magnitude and Shape Related Features in Hyperspectral Mixture Analysis to Monitor Weeds In Citrus Orchards. - Somers, Ben; Delalieux, Stephanie; Verstraeten, Willem W.; Cools, Kenneth; Verbesselt, Jan; Lhermitte, Stefaan; Coppin, Pol (2008)