Sebastian van der Linden

32 papers C 2Journal 23Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Temporally transferable crop mapping with temporal encoding and deep learning augmentations. Int. J. Appl. Earth Obs. Geoinformation Vu-Dong Pham, Gideon Okpoti Tetteh, Fabian Thiel, Stefan Erasmi, Marcel Schwieder, David Frantz, Sebastian van der Linden
2023	J	`jnl`	EnMAP-Box: Imaging spectroscopy in QGIS. SoftwareX Benjamin Jakimow, Andreas Janz, Fabian Thiel, Akpona Okujeni, Patrick Hostert, Sebastian van der Linden
2022	J	`jnl`	Revisiting the Past: Replicability of a Historic Long-Term Vegetation Dynamics Assessment in the Era of Big Data Analytics. Remote. Sens. David Frantz, Patrick Hostert, Philippe Rufin, Stefan Ernst, Achim Röder, Sebastian van der Linden
2021	J	`jnl`	Combining simulated hyperspectral EnMAP and Landsat time series for forest aboveground biomass mapping. Int. J. Appl. Earth Obs. Geoinformation Sam Cooper, Akpona Okujeni, Dirk Pflugmacher, Sebastian van der Linden, Patrick Hostert
2020	J	`jnl`	Visualizing and labeling dense multi-sensor earth observation time series: The EO Time Series Viewer. Environ. Model. Softw. Benjamin Jakimow, Sebastian van der Linden, Fabian Thiel, David Frantz, Patrick Hostert
2019	J	`jnl`	Comparing map-based and library-based training approaches for urban land-cover fraction mapping from Sentinel-2 imagery. Int. J. Appl. Earth Obs. Geoinformation Frederik Priem, Akpona Okujeni, Sebastian van der Linden, Frank Canters
2018	C	`conf`	EnMAP-Box 3 a free and open source Python plug-in for QGIS. IGARSS Andreas Rabe, Benjamin Jakimow, Fabian Thiel, Patrick Hostert, Sebastian van der Linden
2017	J	`jnl`	A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover. Remote. Sens. Jeroen Degerickx, Akpona Okujeni, Marian-Daniel Iordache, Martin Hermy, Sebastian van der Linden, Ben Somers
2017	J	`jnl`	Ensemble Learning From Synthetically Mixed Training Data for Quantifying Urban Land Cover With Support Vector Regression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Akpona Okujeni, Sebastian van der Linden, Stefan Suess, Patrick Hostert
2017	J	`jnl`	Influence of neighbourhood information on 'Local Climate Zone' mapping in heterogeneous cities. Int. J. Appl. Earth Obs. Geoinformation Marie-Leen Verdonck, Akpona Okujeni, Sebastian van der Linden, Matthias Demuzere, Robert R. De Wulf, Frieke Van Coillie
2017	—	`conf`	Optimizing mixed spectra generation for regression-based unmixing of land cover in urban areas. JURSE Frederik Priem, Frank Canters, Akpona Okujeni, Sebastian van der Linden
2017	—	`conf`	Thermal evaluation of the local climate zone scheme in Belgium. JURSE Marie-Leen Verdonck, Frieke Van Coillie, Robert R. De Wulf, Akpona Okujeni, Sebastian van der Linden, Matthias Demuzere, Hans Hooyberghs
2016	J	`jnl`	Global Urban Monitoring and Assessment Through Earth Observation, Qihao Weng. Taylor & Francis Series in Remote Sensing Applications, CRC Press, Boca Raton (2014). 440 pp., ISBN: 978-1-4665-6449-7. Int. J. Appl. Earth Obs. Geoinformation Sebastian van der Linden
2015	J	`jnl`	Analyzing Hyperspectral and Hypertemporal Data by Decoupling Feature Redundancy and Feature Relevance. IEEE Geosci. Remote. Sens. Lett. Matthias Held, Andreas Rabe, Cornelius Senf, Sebastian van der Linden, Patrick Hostert
2015	J	`jnl`	Monitoring Natural Ecosystem and Ecological Gradients: Perspectives with EnMAP. Remote. Sens. Pedro J. Leitão, Marcel Schwieder, Stefan Suess, Akpona Okujeni, Lênio Soares Galvão, Sebastian van der Linden, Patrick Hostert
2015	J	`jnl`	The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation. Remote. Sens. Luis Guanter, Hermann Kaufmann, Karl Segl, Saskia Foerster, Christian Rogaß, Sabine Chabrillat, Theres Küster, André Hollstein, Godela Rossner, Christian Chlebek, Christoph Straif, Sebastian Fischer, Stefanie Schrader, Tobias Storch, Uta Heiden, Andreas Müller, Martin Bachmann, Helmut Mühle, Rupert Müller, Martin Habermeyer, Andreas Ohndorf, Joachim Hill, Henning Buddenbaum, Patrick Hostert, Sebastian van der Linden, Pedro J. Leitão, Andreas Rabe, Roland Doerffer, Hajo Krasemann, Hongyan Xi, Wolfram Mauser, Tobias Hank, Matthias Locherer, Michael Rast, Karl Staenz, Bernhard Sang
2015	J	`jnl`	The EnMAP-Box - A Toolbox and Application Programming Interface for EnMAP Data Processing. Remote. Sens. Sebastian van der Linden, Andreas Rabe, Matthias Held, Benjamin Jakimow, Pedro J. Leitão, Akpona Okujeni, Marcel Schwieder, Stefan Suess, Patrick Hostert
2015	J	`jnl`	Using Class Probabilities to Map Gradual Transitions in Shrub Vegetation from Simulated EnMAP Data. Remote. Sens. Stefan Suess, Sebastian van der Linden, Akpona Okujeni, Pedro J. Leitão, Marcel Schwieder, Patrick Hostert
2014	J	`jnl`	A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover. Remote. Sens. Akpona Okujeni, Sebastian van der Linden, Benjamin Jakimow, Andreas Rabe, Jochem Verrelst, Patrick Hostert
2014	J	`jnl`	Import Vector Machines for Quantitative Analysis of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. Stefan Suess, Sebastian van der Linden, Pedro J. Leitão, Akpona Okujeni, Björn Waske, Patrick Hostert
2014	—	`conf`	On the use of collaborative sparse regression in hyperspectral unmixing chains. WHISPERS Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2013	J	`jnl`	A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Patrick Griffiths, Sebastian van der Linden, Tobias Kuemmerle, Patrick Hostert
2013	J	`jnl`	Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series. Remote. Sens. Cornelius Senf, Dirk Pflugmacher, Sebastian van der Linden, Patrick Hostert
2012	C	`conf`	Using MODIS time series and random forests classification for mapping land use in South-East Asia. IGARSS Cornelius Senf, Patrick Hostert, Sebastian van der Linden
2012	J	`jnl`	imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests. Environ. Model. Softw. Björn Waske, Sebastian van der Linden, Carsten Oldenburg, Benjamin Jakimow, Andreas Rabe, Patrick Hostert
2010	J	`jnl`	Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert
2010	—	`conf`	Simplifying Support Vector Machines for classification of hyperspectral imagery and selection of relevant features. WHISPERS Andreas Rabe, Sebastian van der Linden, Patrick Hostert
2009	J	`jnl`	Hypertemporal Classification of Large Areas Using Decision Fusion. IEEE Geosci. Remote. Sens. Lett. Thomas Udelhoven, Sebastian van der Linden, Björn Waske, Marion Stellmes, Lucien Hoffmann
2009	—	`conf`	Impact of different morphological profiles on the classification accuracy of urban hyperspectral data. WHISPERS Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert
2009	—	`conf`	Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery. WHISPERS Andreas Rabe, Sebastian van der Linden, Patrick Hostert
2008	J	`jnl`	Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion. IEEE Trans. Geosci. Remote. Sens. Björn Waske, Sebastian van der Linden
2008	—	`conf`	Land-Cover Classification of Hypertemporal Data using Ensemble Systems. IGARSS (3) Thomas Udelhoven, Björn Waske, Sebastian van der Linden, Sonia Heitz