Patrick Hostert

发表

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

Kenneth Grogan, Dirk Pflugmacher, Patrick Hostert, 2016, Remote. Sens..

The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation

Patrick Hostert, Pedro J. Leitão, Luis Guanter, 2015, Remote. Sens..

Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics

Patrick Hostert, Birgit Kleinschmit, Dagmar Haase, 2012, Environ. Model. Softw..

Monitoring Natural Ecosystem and Ecological Gradients: Perspectives with EnMAP

Patrick Hostert, Lênio Soares Galvão, Pedro J. Leitão, 2015, Remote. Sens..

Mapping Ecosystem Transitions With Enmap Data and Machine Learning Algorithms

Patrick Hostert, Pedro J. Leitão, Akpona Okujeni, 2015 .

Land use intensity trajectories on Amazonian pastures derived from Landsat time series

Dirk Pflugmacher, Patrick Hostert, Philippe Rufin, 2015, Int. J. Appl. Earth Obs. Geoinformation.

Impact of different morphological profiles on the classification accuracy of urban hyperspectral data

Jon Atli Benediktsson, Patrick Hostert, Björn Waske, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Towards an Optimized Use of the Spectral Angle Space

Patrick Hostert, Björn Waske, Sebastian van der Linden, 2007 .

Simplifying Support Vector Machines for classification of hyperspectral imagery and selection of relevant features

Patrick Hostert, Sebastian van der Linden, Andreas Rabe, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Characterizing spring phenology of temperate broadleaf forests using Landsat and Sentinel-2 time series

Dirk Pflugmacher, Patrick Hostert, Katja Kowalski, 2020, Int. J. Appl. Earth Obs. Geoinformation.

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

Dirk Pflugmacher, Patrick Hostert, Sebastian van der Linden, 2013, Remote. Sens..

Using Class Probabilities to Map Gradual Transitions in Shrub Vegetation from Simulated EnMAP Data

Patrick Hostert, Pedro J. Leitão, Akpona Okujeni, 2015, Remote. Sens..

imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests

Patrick Hostert, Björn Waske, Sebastian van der Linden, 2012, Environ. Model. Softw..

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

Kenneth Grogan, Patrick Hostert, Rasmus Fensholt, 2016, Remote. Sens..

The EnMAP-Box - A Toolbox and Application Programming Interface for EnMAP Data Processing

Patrick Hostert, Pedro J. Leitão, Akpona Okujeni, 2015, Remote. Sens..

Remote Sensing How Normalized Difference Vegetation Index (ndvi) Trends from 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

Dirk Pflugmacher, Patrick Hostert, Rasmus Fensholt, 2012 .

From teleconnection to telecoupling: taking stock of an emerging framework in land system science

Patrick Hostert, Helmut Haberl, Jörg Niewöhner, 2016 .

Time Series Analyses in a New Era of Optical Satellite Data

Dirk Pflugmacher, Patrick Hostert, Sebastian van der Linden, 2015 .

Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification

Patrick Hostert, Pedro J. Leitão, Leila Maria Garcia Fonseca, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

A Global MODIS Water Vapor Database for the Operational Atmospheric Correction of Historic and Recent Landsat Imagery

Patrick Hostert, David Frantz, Marion Stellmes, 2019, Remote. Sens..

A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover

Patrick Hostert, Akpona Okujeni, Sebastian van der Linden, 2014, Remote. Sens..

Using MODIS time series and random forests classification for mapping land use in South-East Asia

Patrick Hostert, Sebastian van der Linden, Cornelius Senf, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

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

Patrick Hostert, Pedro J. Leitão, Marcel Schwieder, 2014, Remote. Sens..

Import Vector Machines for Quantitative Analysis of Hyperspectral Data

Patrick Hostert, Pedro J. Leitão, Akpona Okujeni, 2014, IEEE Geoscience and Remote Sensing Letters.

Geomultisens – a common automatic processing and analysis system for multi-sensor satellite data

Doris Dransch, Dirk Pflugmacher, Patrick Hostert, 2016 .

Forest Stand Species Mapping Using the Sentinel-2 Time Series

Dirk Pflugmacher, Patrick Hostert, Ewa Grabska, 2019, Remote. Sens..

Mapping Brazilian savanna vegetation gradients with Landsat time series

Patrick Hostert, Pedro J. Leitão, Andreas Rabe, 2016, Int. J. Appl. Earth Obs. Geoinformation.

A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping

Patrick Hostert, Sebastian van der Linden, Patrick Griffiths, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Environmental Mapping and Analysis Program (EnMAP) - Recent Advances and Status

Patrick Hostert, Timo Stuffler, Luis Guanter, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

Jon Atli Benediktsson, Patrick Hostert, Björn Waske, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Remote sensing of forest insect disturbances: Current state and future directions

Patrick Hostert, Cornelius Senf, Rupert Seidl, 2017, Int. J. Appl. Earth Obs. Geoinformation.

Mapping Annual Land Use and Land Cover Changes Using MODIS Time Series

Dirk Pflugmacher, Patrick Hostert, Damien Sulla-Menashe, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Long-term deforestation dynamics in the Brazilian Amazon - Uncovering historic frontier development along the Cuiabá-Santarém highway

Patrick Hostert, Hannes Müller, Patrick Griffiths, 2016, Int. J. Appl. Earth Obs. Geoinformation.

GeoMultiSens : Scalable Multi-Sensor Analysis Platform for Remote Sensing Data

Dirk Pflugmacher, Patrick Hostert, Florian Schintke, 2018 .

Ensemble Learning From Synthetically Mixed Training Data for Quantifying Urban Land Cover With Support Vector Regression

Patrick Hostert, Akpona Okujeni, Sebastian van der Linden, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Geographic Information Systems

Patrick Hostert, Oliver Gruebner, P. Hostert, 2009 .

Correcting brightness gradients in hyperspectral data from urban areas

Patrick Hostert, Sebastian Schiefer, Alexander Damm, 2006 .

GeoMultiSens – Scalable Multisensoral Analysis of Satellite Remote Sensing Data

Doris Dransch, Dirk Pflugmacher, Patrick Hostert, 2016 .

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

Patrick Hostert, Sean P. Healey, Magdalena Main-Knorn, 2011, Remote. Sens..

Land cover mapping of large areas using chain classification of neighboring Landsat satellite images

Patrick Hostert, Andreas Rabe, Volker C. Radeloff, 2009 .

Remote sensing and geospatial technologies in support of a normative land system science: status and prospects

Patrick Hostert, Rasmus Fensholt, Graciela Metternicht, 2019, Current Opinion in Environmental Sustainability.

COMPRESSION AND OBJECT-ORIENTED PROCESSING OF SEGMENTED HYPERSPECTRAL IMAGES IN ENVI

Patrick Hostert, Alexander Damm, Sebastian Schiefer, 2005 .

Classifying segmented hyperspectral data from a heterogeneous urban environment using support vector machines

Patrick Hostert, Sebastian Van der Linden, Andreas Janz, 2007 .

Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery

Patrick Hostert, Sebastian van der Linden, Andreas Rabe, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Analyzing Hyperspectral and Hypertemporal Data by Decoupling Feature Redundancy and Feature Relevance

Patrick Hostert, Sebastian van der Linden, Andreas Rabe, 2015, IEEE Geoscience and Remote Sensing Letters.

Challenges and opportunities in mapping land use intensity globally

Patrick Hostert, Anette Reenberg, Helmut Haberl, 2013, Current opinion in environmental sustainability.

Classifying Land Cover from Satellite Images Using Time Series Analytics

Ulf Leser, Dirk Pflugmacher, Patrick Hostert, 2018, EDBT/ICDT Workshops.

Sensitivity study for urban change analysis comparing Landsat-ETM+ and Terra-ASTER data

Patrick Hostert, Anja Petkov, 2004, SPIE Remote Sensing.

Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series

Patrick Hostert, Pedro J. Leitão, Leila Maria Garcia Fonseca, 2019, Int. J. Appl. Earth Obs. Geoinformation.

Mapping beta diversity from space: Sparse Generalised Dissimilarity Modelling (SGDM) for analysing high‐dimensional data

Patrick Hostert, Sebastian van der Linden, Patrick E. Osborne, 2015 .

Visualizing and labeling dense multi-sensor earth observation time series: The EO Time Series Viewer

Patrick Hostert, Sebastian van der Linden, David Frantz, 2020, Environ. Model. Softw..

EnMAP-Box 3 a free and open source Python plug-in for QGIS

Patrick Hostert, Sebastian van der Linden, Andreas Rabe, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Current status of Landsat program, science, and applications

Zhe Zhu, Richard G. Allen, John R. Schott, 2019, Remote Sensing of Environment.

A method to detect and correct single-band missing pixels in Landsat TM and ETM+ data

Patrick Hostert, Alexander Damm, Tobias Kuemmerle, 2008, Comput. Geosci..

AROSICS: An Automated and Robust Open-Source Image Co-Registration Software for Multi-Sensor Satellite Data

Patrick Hostert, Karl Segl, André Hollstein, 2017, Remote. Sens..

Processing Techniques for Hyperspectral Data

Patrick Hostert, P. Hostert, 2010 .

National-scale mapping of building height using Sentinel-1 and Sentinel-2 time series

Patrick Hostert, Akpona Okujeni, Sebastian van der Linden, 2021, Remote sensing of environment.

Simulation of Multitemporal and Hyperspectral Vegetation Canopy Bidirectional Reflectance Using Detailed Virtual 3-D Canopy Models

Patrick Hostert, Hermann Kaufmann, Karl Segl, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Support Vector Machine basierte Klassifikation in der Geofernerkundung

Patrick Hostert, Sebastian van der Linden, Andreas Rabe, 2011 .

Mapping Cropping Practices on a National Scale Using Intra-Annual Landsat Time Series Binning

Patrick Hostert, Andreas Rabe, Stefan Ernst, 2019, Remote. Sens..

Surface soil moisture quantification and validation based on hyperspectral data and field measurements

Patrick Hostert, Sabine Chabrillat, Hermann Kaufmann, 2008 .

Mapping megacity growth with multi-sensor data

Patrick Hostert, Sebastian van der Linden, Patrick Griffiths, 2010 .

Mapping temperate forest tree species using dense Sentinel-2 time series

Dirk Pflugmacher, Patrick Hostert, Jan Hemmerling, 2021, Remote Sensing of Environment.

Combining simulated hyperspectral EnMAP and Landsat time series for forest aboveground biomass mapping

Dirk Pflugmacher, Patrick Hostert, Akpona Okujeni, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Mapping Crop Types and Cropping Systems in Nigeria with Sentinel-2 Imagery

Patrick Hostert, Claas Nendel, Philippe Rufin, 2021, Remote. Sens..

Operational Coregistration of the Sentinel-2A/B Image Archive Using Multitemporal Landsat Spectral Averages

Patrick Hostert, David Frantz, Philippe Rufin, 2021, IEEE Geoscience and Remote Sensing Letters.

The Collaborative Research Center FONDA

Lars Grunske, Peter Eisert, Matthias Weidlich, 2021, Datenbank-Spektrum.

FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters

Ulf Leser, Patrick Hostert, David Frantz, 2021, CIKM Workshops.

Habitat and population modelling of roe deer using an interactive geographic information system

Patrick Hostert, Volker C. Radeloff, P. Hostert, 1999 .

Monitoring 20 years of increased grazing impact on the Greek island of Crete with earth observation satellites

Patrick Hostert, P. Kasapidis, J. Hill, 1998 .

Mapping the extent of abandoned farmland in Central and Eastern Europe using MODIS time series satellite data

Patrick Hostert, Volker C. Radeloff, Daniel Müller, 2013 .

Integrated methodology to assess windthrow impacts on forest stands under climate change

Patrick Hostert, Jürgen P. Kropp, P. Hostert, 2011 .

Modelling avian biodiversity using raw, unclassified satellite imagery

Patrick Hostert, Volker C. Radeloff, Murray K. Clayton, 2014, Philosophical Transactions of the Royal Society B: Biological Sciences.

Patterns and drivers of post-socialist farmland abandonment in Western Ukraine

Patrick Hostert, Volker C. Radeloff, Alexander V. Prishchepov, 2011 .

Cross-border comparison of land cover and landscape pattern in Eastern Europe using a hybrid classification technique

Patrick Hostert, Volker C. Radeloff, Tobias Kuemmerle, 2006 .

Remote Sensing and Spatial Modelling of the Urban Environment

Patrick Hostert, Birgit Kleinschmit, Steffen Lauf, 2011 .

Hyperspectral Algorithms: Report in the frame of EnMAP preparation activities

Patrick Hostert, Pedro J. Leitão, Heike Bach, 2010 .

imageSVM-A USER-ORIENTED TOOL FOR ADVANCED CLASSIFICATION OF HYPERSPECTRAL DATA USING SUPPORT VECTOR MACHINES

Patrick Hostert, Björn Waske, Sebastian van der Linden, 2007 .

Monitoring long-term forest dynamics with scarce data: a multi-date classification implementation in the Ecuadorian Amazon

Patrick Hostert, Fabián Santos, P. Hostert, 2018, European Journal of Remote Sensing.

Forest restitution and protected area effectiveness in post-socialist Romania

Patrick Hostert, Ioan Vasile Abrudan, Volker C. Radeloff, 2012 .

CEFLES2: the remote sensing component to quantify photosynthetic efficiency from the leaf to the region by measuring sun-induced fluorescence in the oxygen absorption bands.

Luis Alonso, Piero Toscano, Michele Meroni, 2009 .

Global-scale patterns and determinants of cropping frequency in irrigation dam command areas

Patrick Hostert, Philippe Rufin, Tobias Kuemmerle, 2018 .

Unravelling the link between global rubber price and tropical deforestation in Cambodia

Kenneth Grogan, Dirk Pflugmacher, Patrick Hostert, 2018, Nature Plants.

Using Landsat to Assess the Relationship Between Spatiotemporal Patterns of Western Spruce Budworm Outbreaks and Regional-Scale Weather Variability

Patrick Hostert, Michael A. Wulder, Cornelius Senf, 2016 .

Mapping the Slums of Dhaka from 2006 to 2010

Patrick Hostert, Tobia Lakes, Oliver Gruebner, 2014 .

Mapping urban-rural gradients of settlements and vegetation at national scale using Sentinel-2 spectral-temporal metrics and regression-based unmixing with synthetic training data

Patrick Hostert, Akpona Okujeni, David Frantz, 2020, Remote sensing of environment.

Science Plan of the Environmental Mapping and Analysis Program (EnMAP)

Patrick Hostert, Pedro J. Leitão, Luis Guanter, 2012 .

Using annual time-series of Landsat images to assess the effects of forest restitution in post-socialist Romania

Patrick Hostert, Ioan Vasile Abrudan, Robert E. Kennedy, 2012 .

Using image texture to map farmland field size: a case study in Eastern Europe

Patrick Hostert, Volker C. Radeloff, Tobias Kuemmerle, 2009 .

Urban vegetation classification: Benefits of multitemporal RapidEye satellite data

Patrick Hostert, Tobia Lakes, Jan Tigges, 2013 .

Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs

Dirk Pflugmacher, Patrick Hostert, Zhengguo Li, 2018 .

Retrospective studies of grazing-induced land degradation: A case study in central Crete, Greece

Patrick Hostert, Achim Röder, G. Tsiourlis, 2003 .

A multi-scale analysis of western spruce budworm outbreak dynamics

Dirk Pflugmacher, Patrick Hostert, Michael A. Wulder, 2017, Landscape Ecology.

Mapping Cerrado physiognomies using Landsat time series based phenological profiles

Patrick Hostert, Pedro J. Leitão, Andreas Rabe, 2015 .

Advantages using the thermal infrared (TIR) to detect and quantify semi-arid soil properties

Thomas Cudahy, Patrick Hostert, Sabine Chabrillat, 2015 .

Intra-annual reflectance composites from Sentinel-2 and Landsat for national-scale crop and land cover mapping

Patrick Hostert, Claas Nendel, Patrick Griffiths, 2019, Remote Sensing of Environment.

A high‐resolution approach to estimating ecosystem respiration at continental scales using operational satellite data

Wolfgang Lucht, Patrick Hostert, Mirco Migliavacca, 2014, Global change biology.

Mapping cropland-use intensity across Europe using MODIS NDVI time series

Patrick Hostert, Tobias Kuemmerle, Stephan Estel, 2016 .

Monitoring coniferous forest biomass change using a Landsat trajectory-based approach

Dirk Pflugmacher, Patrick Hostert, Magdalena Main-Knorn, 2013 .

Land system science and sustainable development of the earth system: A global land project perspective

Patrick Hostert, Neville D. Crossman, Hideaki Shibata, 2015 .

How pollution legacies and land use histories shape post-communist forest cover trends in the Western Carpathians

Patrick Hostert, Magdalena Main-Knorn, Tobias Kuemmerle, 2009 .

Rapid land use change after socio-economic disturbances: the collapse of the Soviet Union versus Chernobyl

Patrick Hostert, Eric F. Lambin, Volker C. Radeloff, 2011 .

Differences in Landsat-based trend analyses in drylands due to the choice of vegetation estimate

Patrick Hostert, Thomas Udelhoven, Marion Stellmes, 2011 .

Agricultural land change in the Carpathian ecoregion after the breakdown of socialism and expansion of the European Union

Patrick Hostert, Daniel Müller, Patrick Griffiths, 2013 .

The Environmental Mapping and Analysis Program (EnMAP) – Current status and science activities

Patrick Hostert, Sabine Chabrillat, Hermann Kaufmann, 2014 .

Towards national-scale characterization of grassland use intensity from integrated Sentinel-2 and Landsat time series

Patrick Hostert, Claas Nendel, Patrick Griffiths, 2020 .

Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey

Dirk Pflugmacher, Patrick Hostert, Andreas Rabe, 2019, Remote Sensing of Environment.

Applying Imaging Spectrometry in Urban Areas

Patrick Hostert, Dar A. Roberts, Martin Herold, 2006 .