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Patrick Hostert
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2020 – today
- 2024
- [i2]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 abs/2405.20868 (2024) - [i1]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 abs/2407.11404 (2024) - 2023
- [j38]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
- [j37]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
- [j36]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) - [j35]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): 255-260 (2021) - [j34]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): 712-716 (2021) - [j33]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): 3523 (2021) - [c10]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 - 2020
- [j32]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: 102172 (2020) - [j31]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) - [c9]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:
Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. IGARSS 2020: 1078-1081
2010 – 2019
- 2019
- [j30]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) - [j29]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): 232 (2019) - [j28]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): 257 (2019) - [j27]Ewa Grabska
, Patrick Hostert
, Dirk Pflugmacher, Katarzyna Ostapowicz
:
Forest Stand Species Mapping Using the Sentinel-2 Time Series. Remote. Sens. 11(10): 1197 (2019) - [c8]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: 469-472 - 2018
- [c7]Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser:
Classifying Land Cover from Satellite Images Using Time Series Analytics. EDBT/ICDT Workshops 2018: 10-15 - [c6]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
- [j26]Cornelius Senf
, Rupert Seidl
, Patrick Hostert:
Remote sensing of forest insect disturbances: Current state and future directions. Int. J. Appl. Earth Obs. Geoinformation 60: 49-60 (2017) - [j25]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): 676 (2017) - [j24]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) - 2016
- [j23]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: 61-69 (2016) - [j22]Marcel Schwieder
, Pedro J. Leitão
, Mercedes Maria da Cunha Bustamante
, Laerte Guimarães Ferreira, Andreas Rabe, Patrick Hostert:
Mapping Brazilian savanna vegetation gradients with Landsat time series. Int. J. Appl. Earth Obs. Geoinformation 52: 361-370 (2016) - [j21]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): 70 (2016) - [j20]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): 657 (2016) - 2015
- [j19]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: 1-10 (2015) - [j18]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) - [j17]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) - [j16]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) - [j15]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) - [j14]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
- [j13]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) - [j12]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): 3427-3445 (2014) - [j11]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) - [j10]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): 3421-3427 (2014) - [j9]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): 2096-2108 (2014) - 2013
- [j8]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) - [j7]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
- [j6]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: 71-82 (2012) - [j5]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) - [j4]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): 3364-3389 (2012) - [c5]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 - 2011
- [j3]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): 1427-1446 (2011) - 2010
- [j2]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) - [c4]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
- [c3]Andreas Rabe, Sebastian van der Linden
, Patrick Hostert:
Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery. WHISPERS 2009: 1-4 - [c2]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]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): 445-455 (2008) - [c1]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: 109-112
Coauthor Index
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last updated on 2024-08-25 20:07 CEST by the dblp team
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