Patrick Hostert

According to our database1, Patrick Hostert authored at least 38 papers between 2008 and 2019.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Mapping Cropping Practices on a National Scale Using Intra-Annual Landsat Time Series Binning.
Remote Sensing, 2019

Forest Stand Species Mapping Using the Sentinel-2 Time Series.
Remote Sensing, 2019

A Global MODIS Water Vapor Database for the Operational Atmospheric Correction of Historic and Recent Landsat Imagery.
Remote Sensing, 2019

Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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

Classifying Land Cover from Satellite Images Using Time Series Analytics.
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 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

AROSICS: An Automated and Robust Open-Source Image Co-Registration Software for Multi-Sensor Satellite Data.
Remote Sensing, 2017

Remote sensing of forest insect disturbances: Current state and future directions.
Int. J. Appl. Earth Obs. Geoinformation, 2017

2016
A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring.
Remote Sensing, 2016

Mapping Clearances in Tropical Dry Forests Using Breakpoints, Trend, and Seasonal Components from MODIS Time Series: Does Forest Type Matter?
Remote Sensing, 2016

Mapping Brazilian savanna vegetation gradients with Landsat time series.
Int. J. Appl. Earth Obs. Geoinformation, 2016

Long-term deforestation dynamics in the Brazilian Amazon - Uncovering historic frontier development along the Cuiabá-Santarém highway.
Int. J. Appl. Earth Obs. 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

Land use intensity trajectories on Amazonian pastures derived from Landsat time series.
Int. J. Appl. Earth Obs. Geoinformation, 2015

2014
Simulation of Multitemporal and Hyperspectral Vegetation Canopy Bidirectional Reflectance Using Detailed Virtual 3-D Canopy Models.
IEEE Trans. Geoscience and Remote Sensing, 2014

Mapping Annual Land Use and Land Cover Changes Using MODIS Time Series.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques.
Remote Sensing, 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

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
How Normalized Difference Vegetation Index (NDVI) Trendsfrom Advanced Very High Resolution Radiometer (AVHRR) and Système Probatoire d'Observation de la Terre VEGETATION (SPOT VGT) Time Series Differ in Agricultural Areas: An Inner Mongolian Case Study.
Remote Sensing, 2012

imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests.
Environ. Model. Softw., 2012

Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics.
Environ. Model. Softw., 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

2011
Evaluating the Remote Sensing and Inventory-Based Estimation of Biomass in the Western Carpathians.
Remote Sensing, 2011

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
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
A method to detect and correct single-band missing pixels in Landsat TM and ETM+ data.
Comput. Geosci., 2008

Environmental Mapping and Analysis Program (EnMAP) - Recent Advances and Status.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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