Sebastian van der Linden

According to our database1, Sebastian van der Linden authored at least 28 papers between 2006 and 2019.

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

Timeline

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Bibliography

2019
Comparing map-based and library-based training approaches for urban land-cover fraction mapping from Sentinel-2 imagery.
Int. J. Applied Earth Observation and Geoinformation, 2019

2018
EnMAP-Box 3 a free and open source Python plug-in for QGIS.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Ensemble Learning From Synthetically Mixed Training Data for Quantifying Urban Land Cover With Support Vector Regression.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover.
Remote Sensing, 2017

Influence of neighbourhood information on 'Local Climate Zone' mapping in heterogeneous cities.
Int. J. Applied Earth Observation and Geoinformation, 2017

Thermal evaluation of the local climate zone scheme in Belgium.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Optimizing mixed spectra generation for regression-based unmixing of land cover in urban areas.
Proceedings of the Joint Urban Remote Sensing Event, 2017

2016
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. Applied Earth Observation and Geoinformation, 2016

2015
Using Class Probabilities to Map Gradual Transitions in Shrub Vegetation from Simulated EnMAP Data.
Remote Sensing, 2015

The EnMAP-Box - A Toolbox and Application Programming Interface for EnMAP Data Processing.
Remote Sensing, 2015

Monitoring Natural Ecosystem and Ecological Gradients: Perspectives with EnMAP.
Remote Sensing, 2015

The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation.
Remote Sensing, 2015

Analyzing Hyperspectral and Hypertemporal Data by Decoupling Feature Redundancy and Feature Relevance.
IEEE Geosci. Remote Sensing Lett., 2015

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

Import Vector Machines for Quantitative Analysis of Hyperspectral Data.
IEEE Geosci. Remote Sensing Lett., 2014

On the use of collaborative sparse regression in hyperspectral unmixing chains.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013
A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2013

Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series.
Remote Sensing, 2013

2012
imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests.
Environmental Modelling and Software, 2012

Using MODIS time series and random forests classification for mapping land use in South-East Asia.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data.
IEEE Trans. Geoscience and Remote Sensing, 2010

Simplifying Support Vector Machines for classification of hyperspectral imagery and selection of relevant features.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2009
Hypertemporal Classification of Large Areas Using Decision Fusion.
IEEE Geosci. Remote Sensing Lett., 2009

Impact of different morphological profiles on the classification accuracy of urban hyperspectral data.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

2008
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion.
IEEE Trans. Geoscience and Remote Sensing, 2008

Land-Cover Classification of Hypertemporal Data using Ensemble Systems.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2006
Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006


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