Patrick Hostert

56 papers C 5Journal 45Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Spectral Imaging Deep Learning Mapper - SpecDeepMap: An open-source EnMAP-Box semantic segmentation application for hyper- and multispectral mapping. SoftwareX Leon-Friedrich Thomas, Benjamin Jakimow, Andreas Janz, Patrick Hostert, Antti Lajunen
2026	J	`jnl`	The role of spatial context and multitask learning in the detection of organic and conventional farming systems based on Sentinel-2 time series. CoRR Jan Hemmerling, Marcel Schwieder, Philippe Rufin, Leon-Friedrich Thomas, Mirela G. Tulbure, Patrick Hostert, Stefan Erasmi
2025	J	`jnl`	Characterizing spatio-temporal patterns of winter cropland cover in Germany based on Landsat and Sentinel-2 time series. Int. J. Appl. Earth Obs. Geoinformation Felix Lobert, Marcel Schwieder, Patrick Hostert, Alexander Gocht, Stefan Erasmi
2025	J	`jnl`	Leveraging AI multimodal geospatial foundation models for improved near-real-time flood mapping at a global scale. CoRR Mirela G. Tulbure, Julio Caineta, Mark Broich, Mollie D. Gaines, Philippe Rufin, Leon-Friedrich Thomas, Hamed Alemohammad, Jan Hemmerling, Patrick Hostert
2025	J	`jnl`	National level satellite-based crop field inventories in smallholder landscapes. CoRR Philippe Rufin, Pauline Lucie Hammer, Leon-Friedrich Thomas, Sá Nogueira Lisboa, Natasha Ribeiro, Almeida Sitoe, Patrick Hostert, Patrick Meyfroidt
2024	C	`conf`	Mapping Savannah Woody Vegetation at the Species Level with Multispectral Drone and Hyperspectral EnMAP Data. IGARSS Christina Karakizi, Akpona Okujeni, Eleni Sofikiti, Vasileios Tsironis, Athina Psalta, Konstantinos Karantzalos, Patrick Hostert, Elias Symeonakis
2024	J	`jnl`	Mapping savannah woody vegetation at the species level with multispecral drone and hyperspectral EnMAP data. CoRR Christina Karakizi, Akpona Okujeni, Eleni Sofikiti, Vasileios Tsironis, Athina Psalta, Konstantinos Karantzalos, Patrick Hostert, Elias Symeonakis
2024	J	`jnl`	Responsible AI for Earth Observation. CoRR 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
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
2021	—	`conf`	FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters. CIKM Workshops Fabian Lehmann, David Frantz, Sören Becker, Ulf Leser, Patrick Hostert
2021	J	`jnl`	Mapping Crop Types and Cropping Systems in Nigeria with Sentinel-2 Imagery. Remote. Sens. Esther Shupel Ibrahim, Philippe Rufin, Leon Nill, Bahareh Kamali, Claas Nendel, Patrick Hostert
2021	J	`jnl`	Operational Coregistration of the Sentinel-2A/B Image Archive Using Multitemporal Landsat Spectral Averages. IEEE Geosci. Remote. Sens. Lett. Philippe Rufin, David Frantz, Lin Yan, Patrick Hostert
2021	J	`jnl`	The Collaborative Research Center FONDA. Datenbank-Spektrum 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
2020	C	`conf`	Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. IGARSS 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 Del'Arco Sanches, Patrick Hostert
2020	J	`jnl`	Characterizing spring phenology of temperate broadleaf forests using Landsat and Sentinel-2 time series. Int. J. Appl. Earth Obs. Geoinformation Katja Kowalski, Cornelius Senf, Patrick Hostert, Dirk Pflugmacher
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`	A Global MODIS Water Vapor Database for the Operational Atmospheric Correction of Historic and Recent Landsat Imagery. Remote. Sens. David Frantz, Marion Stellmes, Patrick Hostert
2019	C	`conf`	Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification. IGARSS Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert
2019	J	`jnl`	Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series. Int. J. Appl. Earth Obs. Geoinformation Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert
2019	J	`jnl`	Forest Stand Species Mapping Using the Sentinel-2 Time Series. Remote. Sens. Ewa Grabska, Patrick Hostert, Dirk Pflugmacher, Katarzyna Ostapowicz
2019	J	`jnl`	Mapping Cropping Practices on a National Scale Using Intra-Annual Landsat Time Series Binning. Remote. Sens. Philippe Rufin, David Frantz, Stefan Ernst, Andreas Rabe, Patrick Griffiths, Mutlu Özdogan, Patrick Hostert
2018	—	`conf`	Classifying Land Cover from Satellite Images Using Time Series Analytics. EDBT/ICDT Workshops Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser
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`	AROSICS: An Automated and Robust Open-Source Image Co-Registration Software for Multi-Sensor Satellite Data. Remote. Sens. Daniel Scheffler, André Hollstein, Hannes Diedrich, Karl Segl, Patrick Hostert
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`	Remote sensing of forest insect disturbances: Current state and future directions. Int. J. Appl. Earth Obs. Geoinformation Cornelius Senf, Rupert Seidl, Patrick Hostert
2016	J	`jnl`	A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring. Remote. Sens. 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
2016	J	`jnl`	Long-term deforestation dynamics in the Brazilian Amazon - Uncovering historic frontier development along the Cuiabá-Santarém highway. Int. J. Appl. Earth Obs. Geoinformation Hannes Müller, Patrick Griffiths, Patrick Hostert
2016	J	`jnl`	Mapping Brazilian savanna vegetation gradients with Landsat time series. Int. J. Appl. Earth Obs. Geoinformation Marcel Schwieder, Pedro J. Leitão, Mercedes Maria da Cunha Bustamante, Laerte Guimarães Ferreira, Andreas Rabe, Patrick Hostert
2016	J	`jnl`	Mapping Clearances in Tropical Dry Forests Using Breakpoints, Trend, and Seasonal Components from MODIS Time Series: Does Forest Type Matter? Remote. Sens. Kenneth Grogan, Dirk Pflugmacher, Patrick Hostert, Jan Verbesselt, Rasmus Fensholt
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`	Land use intensity trajectories on Amazonian pastures derived from Landsat time series. Int. J. Appl. Earth Obs. Geoinformation Philippe Rufin, Hannes Müller, Dirk Pflugmacher, 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`	Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques. Remote. Sens. Marcel Schwieder, Pedro J. Leitão, Stefan Suess, Cornelius Senf, 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	J	`jnl`	Mapping Annual Land Use and Land Cover Changes Using MODIS Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. He Yin, Dirk Pflugmacher, Robert E. Kennedy, Damien Sulla-Menashe, Patrick Hostert
2014	J	`jnl`	Simulation of Multitemporal and Hyperspectral Vegetation Canopy Bidirectional Reflectance Using Detailed Virtual 3-D Canopy Models. IEEE Trans. Geosci. Remote. Sens. Theres Küster, Daniel Spengler, Jean François Barczi, Karl Segl, Patrick Hostert, Hermann Kaufmann
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	J	`jnl`	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. He Yin, Thomas Udelhoven, Rasmus Fensholt, Dirk Pflugmacher, Patrick Hostert
2012	J	`jnl`	Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics. Environ. Model. Softw. Steffen Lauf, Dagmar Haase, Patrick Hostert, Tobia Lakes, Birgit Kleinschmit
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
2011	J	`jnl`	Evaluating the Remote Sensing and Inventory-Based Estimation of Biomass in the Western Carpathians. Remote. Sens. Magdalena Main-Knorn, Gretchen G. Moisen, Sean P. Healey, William S. Keeton, Elizabeth A. Freeman, 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	—	`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`	A method to detect and correct single-band missing pixels in Landsat TM and ETM+ data. Comput. Geosci. Tobias Kuemmerle, Alexander Damm, Patrick Hostert
2008	—	`conf`	Environmental Mapping and Analysis Program (EnMAP) - Recent Advances and Status. IGARSS (4) Hermann Kaufmann, Karl Segl, Luis Guanter, Stefan Hofer, Klaus-Peter Förster, Timo Stuffler, Andreas Müller, Rudolf Richter, Heike Bach, Patrick Hostert, Christian Chlebek