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ORCIDSebastian van der Linden
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- affiliation: Humboldt-Universität zu Berlin, Germany
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2020 – today
- 2024
[j23]Vu-Dong Pham
, Gideon Okpoti Tetteh, Fabian Thiel, Stefan Erasmi, Marcel Schwieder, David Frantz, Sebastian van der Linden:
Temporally transferable crop mapping with temporal encoding and deep learning augmentations. Int. J. Appl. Earth Obs. Geoinformation 129: 103867 (2024)- 2023
- [j22]Benjamin Jakimow, Andreas Janz, Fabian Thiel, Akpona Okujeni, Patrick Hostert, Sebastian van der Linden:
EnMAP-Box: Imaging spectroscopy in QGIS. SoftwareX 23: 101507 (2023) - 2022
- [j21]David Frantz, Patrick Hostert, Philippe Rufin, Stefan Ernst, Achim Röder, Sebastian van der Linden:
Revisiting the Past: Replicability of a Historic Long-Term Vegetation Dynamics Assessment in the Era of Big Data Analytics. Remote. Sens. 14(3): 597 (2022) - 2021
- [j20]Sam Cooper, Akpona Okujeni, Dirk Pflugmacher, Sebastian van der Linden, Patrick Hostert:
Combining simulated hyperspectral EnMAP and Landsat time series for forest aboveground biomass mapping. Int. J. Appl. Earth Obs. Geoinformation 98: 102307 (2021) - 2020
- [j19]Benjamin Jakimow, Sebastian van der Linden, Fabian Thiel, David Frantz, Patrick Hostert:
Visualizing and labeling dense multi-sensor earth observation time series: The EO Time Series Viewer. Environ. Model. Softw. 125: 104631 (2020)
2010 – 2019
- 2019
- [j18]Frederik Priem, Akpona Okujeni, Sebastian van der Linden, Frank Canters:
Comparing map-based and library-based training approaches for urban land-cover fraction mapping from Sentinel-2 imagery. Int. J. Appl. Earth Obs. Geoinformation 78: 295-305 (2019) - 2018
- [c10]Andreas Rabe, Benjamin Jakimow, Fabian Thiel, Patrick Hostert, Sebastian van der Linden:
EnMAP-Box 3 a free and open source Python plug-in for QGIS. IGARSS 2018: 7764-7766 - 2017
- [j17]Marie-Leen Verdonck, Akpona Okujeni, Sebastian van der Linden, Matthias Demuzere, Robert R. De Wulf, Frieke Van Coillie:
Influence of neighbourhood information on 'Local Climate Zone' mapping in heterogeneous cities. Int. J. Appl. Earth Obs. Geoinformation 62: 102-113 (2017) - [j16]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) - [j15]Akpona Okujeni, Sebastian van der Linden, Stefan Suess, Patrick Hostert:
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. 10(4): 1640-1650 (2017) - [c9]Frederik Priem, Frank Canters, Akpona Okujeni, Sebastian van der Linden:
Optimizing mixed spectra generation for regression-based unmixing of land cover in urban areas. JURSE 2017: 1-4 - [c8]Marie-Leen Verdonck, Frieke Van Coillie, Robert R. de Wulf, Akpona Okujeni, Sebastian van der Linden, Matthias Demuzere, Hans Hooyberghs:
Thermal evaluation of the local climate zone scheme in Belgium. JURSE 2017: 1-4 - 2016
- [j14]Sebastian van der Linden:
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 47: 151-152 (2016) - 2015
- [j13]Matthias Held, Andreas Rabe, Cornelius Senf, Sebastian van der Linden, Patrick Hostert:
Analyzing Hyperspectral and Hypertemporal Data by Decoupling Feature Redundancy and Feature Relevance. IEEE Geosci. Remote. Sens. Lett. 12(5): 983-987 (2015) - [j12]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:
The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation. Remote. Sens. 7(7): 8830-8857 (2015) - [j11]Stefan Suess, Sebastian van der Linden, Akpona Okujeni, Pedro J. Leitão, Marcel Schwieder, Patrick Hostert:
Using Class Probabilities to Map Gradual Transitions in Shrub Vegetation from Simulated EnMAP Data. Remote. Sens. 7(8): 10668-10688 (2015) - [j10]Sebastian van der Linden, Andreas Rabe, Matthias Held, Benjamin Jakimow, Pedro J. Leitão, Akpona Okujeni, Marcel Schwieder, Stefan Suess, Patrick Hostert:
The EnMAP-Box - A Toolbox and Application Programming Interface for EnMAP Data Processing. Remote. Sens. 7(9): 11249-11266 (2015) - [j9]Pedro J. Leitão, Marcel Schwieder, Stefan Suess, Akpona Okujeni, Lênio Soares Galvão, Sebastian van der Linden, Patrick Hostert:
Monitoring Natural Ecosystem and Ecological Gradients: Perspectives with EnMAP. Remote. Sens. 7(10): 13098-13119 (2015) - 2014
- [j8]Stefan Suess, Sebastian van der Linden, Pedro J. Leitão, Akpona Okujeni, Björn Waske, Patrick Hostert:
Import Vector Machines for Quantitative Analysis of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 11(2): 449-453 (2014) - [j7]Akpona Okujeni, Sebastian van der Linden, Benjamin Jakimow, Andreas Rabe, Jochem Verrelst, Patrick Hostert:
A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover. Remote. Sens. 6(7): 6324-6346 (2014) - [c7]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 - 2013
- [j6]Cornelius Senf, Dirk Pflugmacher, Sebastian van der Linden, Patrick Hostert:
Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series. Remote. Sens. 5(6): 2795-2812 (2013) - [j5]Patrick Griffiths, Sebastian van der Linden, Tobias Kuemmerle, Patrick Hostert:
A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(5): 2088-2101 (2013) - 2012
- [j4]Björn Waske, Sebastian van der Linden, Carsten Oldenburg, Benjamin Jakimow, Andreas Rabe, Patrick Hostert:
imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests. Environ. Model. Softw. 35: 192-193 (2012) - [c6]Cornelius Senf, Patrick Hostert, Sebastian van der Linden:
Using MODIS time series and random forests classification for mapping land use in South-East Asia. IGARSS 2012: 6733-6736 - 2010
- [j3]Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert:
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48(7): 2880-2889 (2010) - [c5]Andreas Rabe, Sebastian van der Linden, Patrick Hostert:
Simplifying Support Vector Machines for classification of hyperspectral imagery and selection of relevant features. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j2]Thomas Udelhoven, Sebastian van der Linden, Björn Waske, Marion Stellmes, Lucien Hoffmann:
Hypertemporal Classification of Large Areas Using Decision Fusion. IEEE Geosci. Remote. Sens. Lett. 6(3): 592-596 (2009) - [c4]Andreas Rabe, Sebastian van der Linden, Patrick Hostert:
Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery. WHISPERS 2009: 1-4 - [c3]Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert:
Impact of different morphological profiles on the classification accuracy of urban hyperspectral data. WHISPERS 2009: 1-4 - 2008
- [j1]Björn Waske, Sebastian van der Linden:
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion. IEEE Trans. Geosci. Remote. Sens. 46(5): 1457-1466 (2008) - [c2]Thomas Udelhoven, Björn Waske, Sebastian van der Linden, Sonia Heitz:
Land-Cover Classification of Hypertemporal Data using Ensemble Systems. IGARSS (3) 2008: 1012-1015 - 2006
- [c1]Björn Waske, Sebastian Schiefer, Matthias H. Braun:
Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data. IGARSS 2006: 168-171
Coauthor Index
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