Patrick Hostert

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 32

Top Topics

Thematic Mapper

Big Data Analytics

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

IEEE Geosci. Remote. Sens. Lett.

Publications

Christina Karakizi, Akpona Okujeni, Eleni Sofikiti, Vasileios Tsironis, Athina Psalta, Konstantinos Karantzalos, Patrick Hostert, Elias Symeonakis
Mapping savannah woody vegetation at the species level with multispecral drone and hyperspectral EnMAP data. CoRR (2024)
Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
Responsible AI for Earth Observation. CoRR (2024)
Benjamin Jakimow, Andreas Janz, Fabian Thiel, Akpona Okujeni, Patrick Hostert, Sebastian van der Linden
EnMAP-Box: Imaging spectroscopy in QGIS. SoftwareX 23 (2023)
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) (2022)
Fabian Lehmann, David Frantz, Sören Becker, Ulf Leser, Patrick Hostert
FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters. CIKM Workshops (2021)
Esther Shupel Ibrahim, Philippe Rufin, Leon Nill, Bahareh Kamali, Claas Nendel, Patrick Hostert
Mapping Crop Types and Cropping Systems in Nigeria with Sentinel-2 Imagery. Remote. Sens. 13 (17) (2021)
Philippe Rufin, David Frantz, Lin Yan, Patrick Hostert
Operational Coregistration of the Sentinel-2A/B Image Archive Using Multitemporal Landsat Spectral Averages. IEEE Geosci. Remote. Sens. Lett. 18 (4) (2021)
Ulf Leser, Marcus Hilbrich, Claudia Draxl, Peter Eisert, Lars Grunske, Patrick Hostert, Dagmar Kainmüller, Odej Kao, Birte Kehr, Timo Kehrer, Christoph Koch, Volker Markl, Henning Meyerhenke, Tilmann Rabl, Alexander Reinefeld, Knut Reinert, Kerstin Ritter, Björn Scheuermann, Florian Schintke, Nicole Schweikardt, Matthias Weidlich
The Collaborative Research Center FONDA. Datenbank-Spektrum 21 (3) (2021)
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 (2021)
Hugo N. Bendini, Leila M. G. Fonseca, Anderson Reis Soares, Philippe Rufin, Marcel Schwieder, Marcos A. Rodrigues, Raian Vargas Maretto, Thales Sehn Körting, Pedro J. Leitão, Ieda D. A. Sanches, Patrick Hostert
Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. IGARSS (2020)
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 (2020)
Katja Kowalski, Cornelius Senf, Patrick Hostert, Dirk Pflugmacher
Characterizing spring phenology of temperate broadleaf forests using Landsat and Sentinel-2 time series. Int. J. Appl. Earth Obs. Geoinformation 92 (2020)
Philippe Rufin, David Frantz, Stefan Ernst, Andreas Rabe, Patrick Griffiths, Mutlu Özdogan, Patrick Hostert
Mapping Cropping Practices on a National Scale Using Intra-Annual Landsat Time Series Binning. Remote. Sens. 11 (3) (2019)
Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert
Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification. IGARSS (2019)
Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert
Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
David Frantz, Marion Stellmes, Patrick Hostert
A Global MODIS Water Vapor Database for the Operational Atmospheric Correction of Historic and Recent Landsat Imagery. Remote. Sens. 11 (3) (2019)
Ewa Grabska, Patrick Hostert, Dirk Pflugmacher, Katarzyna Ostapowicz
Forest Stand Species Mapping Using the Sentinel-2 Time Series. Remote. Sens. 11 (10) (2019)
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)
Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser
Classifying Land Cover from Satellite Images Using Time Series Analytics. EDBT/ICDT Workshops (2018)
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) (2017)
Cornelius Senf, Rupert Seidl, Patrick Hostert
Remote sensing of forest insect disturbances: Current state and future directions. Int. J. Appl. Earth Obs. Geoinformation 60 (2017)
Daniel Scheffler, André Hollstein, Hannes Diedrich, Karl Segl, Patrick Hostert
AROSICS: An Automated and Robust Open-Source Image Co-Registration Software for Multi-Sensor Satellite Data. Remote. Sens. 9 (7) (2017)
Neha P. Joshi, Matthias Baumann, Andrea Ehammer, Rasmus Fensholt, Kenneth Grogan, Patrick Hostert, Martin Rudbeck Jepsen, Tobias Kuemmerle, Patrick Meyfroidt, Edward T. A. Mitchard, Johannes Reiche, Casey M. Ryan, Björn Waske
A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring. Remote. Sens. 8 (1) (2016)
Marcel Schwieder, Pedro J. Leitão, Mercedes Bustamante, Laerte Guimarães Ferreira, Andreas Rabe, Patrick Hostert
Mapping Brazilian savanna vegetation gradients with Landsat time series. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Hannes Müller, Patrick Griffiths, Patrick Hostert
Long-term deforestation dynamics in the Brazilian Amazon - Uncovering historic frontier development along the Cuiabá-Santarém highway. Int. J. Appl. Earth Obs. Geoinformation 44 (2016)
Kenneth Grogan, Dirk Pflugmacher, Patrick Hostert, Jan Verbesselt, Rasmus Fensholt
Mapping Clearances in Tropical Dry Forests Using Breakpoints, Trend, and Seasonal Components from MODIS Time Series: Does Forest Type Matter? Remote. Sens. 8 (8) (2016)
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) (2015)
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) (2015)
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) (2015)
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) (2015)
Philippe Rufin, Hannes Müller, Dirk Pflugmacher, Patrick Hostert
Land use intensity trajectories on Amazonian pastures derived from Landsat time series. Int. J. Appl. Earth Obs. Geoinformation 41 (2015)
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) (2015)
Theres Küster, Daniel Spengler, Jean François Barczi, Karl Segl, Patrick Hostert, Hermann Kaufmann
Simulation of Multitemporal and Hyperspectral Vegetation Canopy Bidirectional Reflectance Using Detailed Virtual 3-D Canopy Models. IEEE Trans. Geosci. Remote. Sens. 52 (4) (2014)
He Yin, Dirk Pflugmacher, Robert E. Kennedy, Damien Sulla-Menashe, Patrick Hostert
Mapping Annual Land Use and Land Cover Changes Using MODIS Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
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) (2014)
Marcel Schwieder, Pedro J. Leitão, Stefan Suess, Cornelius Senf, Patrick Hostert
Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques. Remote. Sens. 6 (4) (2014)
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) (2014)
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) (2013)
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) (2013)
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)
He Yin, Thomas Udelhoven, Rasmus Fensholt, Dirk Pflugmacher, Patrick Hostert
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. Sens. 4 (11) (2012)
Steffen Lauf, Dagmar Haase, Patrick Hostert, Tobia Lakes, Birgit Kleinschmit
Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics. Environ. Model. Softw. 27 (2012)
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 (2012)
Magdalena Main-Knorn, Gretchen G. Moisen, Sean P. Healey, William S. Keeton, Elizabeth A. Freeman, Patrick Hostert
Evaluating the Remote Sensing and Inventory-Based Estimation of Biomass in the Western Carpathians. Remote. Sens. 3 (7) (2011)
Andreas Rabe, Sebastian van der Linden, Patrick Hostert
Simplifying Support Vector Machines for classification of hyperspectral imagery and selection of relevant features. WHISPERS (2010)
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) (2010)
Andreas Rabe, Sebastian van der Linden, Patrick Hostert
Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery. WHISPERS (2009)
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)
Tobias Kuemmerle, Alexander Damm, Patrick Hostert
A method to detect and correct single-band missing pixels in Landsat TM and ETM+ data. Comput. Geosci. 34 (5) (2008)
Hermann Kaufmann, Karl Segl, Luis Guanter, Stefan Hofer, Klaus-Peter Förster, Timo Stuffler, Andreas Müller, Rudolf Richter, Heike Bach, Patrick Hostert, Christian Chlebek
Environmental Mapping and Analysis Program (EnMAP) - Recent Advances and Status. IGARSS (4) (2008)