Carsten Montzka

61 papers C 29Journal 31Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI in soil moisture remote sensing. Int. J. Appl. Earth Obs. Geoinformation Carsten Montzka, Luca Brocca, Hao Chen, Narendra N. Das, Antara Dasgupta, Mehdi Rahmati, Thomas Jagdhuber
2025	J	`jnl`	Development of Continuous AMSR-E/2 Soil Moisture Time Series by Hybrid Deep Learning Model (ConvLSTM2D and Conv2D) and Transfer Learning for Reanalyses. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Visakh Sivaprasad, Mehdi Rahmati, Anne Springer, Harry Vereecken, Carsten Montzka
2024	J	`jnl`	A Comparative Analysis of Remote Sensing Soil Moisture Datasets Fusion Methods: Novel LSTM Approach Versus Widely Used Triple Collocation Technique. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Haojin Zhao, Carsten Montzka, Harry Vereecken, Harrie-Jan Hendricks-Franssen
2024	C	`conf`	Advances in Soil Moisture Retrieval From the Sentinel Products. IGARSS Mehdi Rahmati, Carsten Montzka
2024	C	`conf`	Can We Trust Geostationary SEVIRI-MSG Evapotranspiration Products Across Europe: Six-Dimensional Accuracy Assessment. IGARSS Bagher Bayat, Rahul Raj, Alexander Graf, Harry Vereecken, Carsten Montzka
2024	J	`jnl`	Enhanced Monitoring of Sub-Seasonal Land Use Dynamics in Vietnam's Mekong Delta through Quantile Mapping and Harmonic Regression. Remote. Sens. Nick Kupfer, Vo Quoc Tuan, Felix Bachofer, Juliane Huth, Harry Vereecken, Lutz Weihermüller, Carsten Montzka
2024	J	`jnl`	Monitoring Heavy Metals and Metalloids in Soils and Vegetation by Remote Sensing: A Review. Remote. Sens. Viktoriia Lovynska, Bagher Bayat, Roland Bol, Shirin Moradi, Mehdi Rahmati, Rahul Raj, Svitlana Sytnyk, Oliver Wiche, Bei Wu, Carsten Montzka
2023	C	`conf`	Estimating Soil Moisture Profiles by Combining P-Band SAR with Hydrological Modeling. IGARSS Anke Fluhrer, Thomas Jagdhuber, Carsten Montzka, Maike Schumacher, Hamed Alemohammad, Alireza Tabatabaeenejad, Harald Kunstmann, Dara Entekhabi
2023	C	`conf`	Extended Alpha Approximation Method for the Retrieval of Soil Moisture Under Dynamic Vegetation by Multi-Incidence Angle Sentinel-1. IGARSS David Mengen, Anna Balenzano, Thomas Jagdhuber, Francesco Mattia, Harry Vereecken, Carsten Montzka
2023	J	`jnl`	High Spatial and Temporal Soil Moisture Retrieval in Agricultural Areas Using Multi-Orbit and Vegetation Adapted Sentinel-1 SAR Time Series. Remote. Sens. David Mengen, Thomas Jagdhuber, Anna Balenzano, Francesco Mattia, Harry Vereecken, Carsten Montzka
2023	C	`conf`	On the Potential of Active and Passive Microwave Remote Sensing for Tracking Seasonal Dynamics of Evapotranspiration. IGARSS Thomas Jagdhuber, Anke Fluhrer, David Chaparro, Clémence Dubois, Florian M. Hellwig, Bagher Bayat, Carsten Montzka, Martin J. Baur, Mehdi Ramati, Angelika Kübert, Marlin M. Mueller, Konstantin Schellenberg, Marianne Boehm, François Jonard, Susan C. Steele-Dunne, Maria Piles, Dara Entekhabi
2022	J	`jnl`	Hydrological Drivers for the Spatial Distribution of Wetland Herbaceous Communities in Poyang Lake. Remote. Sens. Wenqin Huang, Tengfei Hu, Jingqiao Mao, Carsten Montzka, Roland Bol, Songxian Wan, Jianxin Li, Jin Yue, Huichao Dai
2022	—	`conf`	Machine Learning with UAS LiDAR for Winter Wheat Biomass Estimations. AGILE Conf. Jordan Steven Bates, François Jonard, Rajina Bajracharya, Harry Vereecken, Carsten Montzka
2022	J	`jnl`	One decade (2011-2020) of European agricultural water stress monitoring by MSG-SEVIRI: workflow implementation on the Virtual Earth Laboratory (VLab) platform. Int. J. Digit. Earth Bagher Bayat, Carsten Montzka, Alexander Graf, Gregory Giuliani, Mattia Santoro, Harry Vereecken
2022	J	`jnl`	Remote Sensing of Complex Permittivity and Penetration Depth of Soils Using P-Band SAR Polarimetry. Remote. Sens. Anke Fluhrer, Thomas Jagdhuber, Alireza Tabatabaeenejad, Seyed Hamed Alemohammad, Carsten Montzka, Peter Friedl, Ehsan Forootan, Harald Kunstmann
2022	J	`jnl`	Remote Sensing of Geomorphodiversity Linked to Biodiversity - Part III: Traits, Processes and Remote Sensing Characteristics. Remote. Sens. Angela Lausch, Michael E. Schaepman, Andrew K. Skidmore, Eusebiu Catana, Lutz Bannehr, Olaf Bastian, Erik Borg, Jan Bumberger, Peter Dietrich, Cornelia Glässer, Jörg M. Hacker, René Hofer, Thomas Jagdhuber, Sven Jany, András Jung, Arnon Karnieli, Reinhard Klenke, Toralf Kirsten, Uta Ködel, Wolfgang Kresse, Ulf Mallast, Carsten Montzka, Markus Möller, Hannes Mollenhauer, Marion Pause, Minhaz Rahman, Franziska Schrodt, Christiane Schmullius, Claudia Schütze, Peter Selsam, Ralf-Uwe Syrbe, Sina C. Truckenbrodt, Michael Vohland, Martin Volk, Thilo Wellmann, Steffen Zacharias, Roland Baatz
2022	C	`conf`	UAS LiDAR Local Maximum Filtering for Individual Maize Detection. IGARSS Jordan Steven Bates, François Jonard, Harry Vereecken, Carsten Montzka
2022	C	`conf`	UAS Lidar Derived Metrics for Winter Wheat Biomass Estimations using Multiple Linear Regression. IGARSS Jordan Steven Bates, François Jonard, Rajina Bajracharya, Harry Vereecken, Carsten Montzka
2022	J	`jnl`	Validation of Soil Moisture Data Products From the NASA SMAP Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Andreas Colliander, Rolf H. Reichle, Wade T. Crow, Michael H. Cosh, Fan Chen, Steven Chan, Narendra Narayan Das, Rajat Bindlish, Julian Chaubell, Seung-Bum Kim, Qing Liu, Peggy E. O'Neill, Roy Scott Dunbar, Land B. Dang, John S. Kimball, Thomas J. Jackson, Hala Khalid AlJassar, Jun Asanuma, Bimal K. Bhattacharya, Aaron A. Berg, David D. Bosch, Laura L. Bourgeau-Chavez, Todd Caldwell, Jean-Christophe Calvet, Chandra D. Holifield Collins, Karsten H. Jensen, Stanley Livingston, Ernesto López-Baeza, José Martínez-Fernández, Heather McNairn, Mahta Moghaddam, Carsten Montzka, Claudia Notarnicola, Thierry Pellarin, Isabella Greimeister-Pfeil, Jouni Pulliainen, Judith Gpe. Ramos, Mark S. Seyfried, Patrick J. Starks, Zhongbo Su, Rogier van der Velde, Yijian Zeng, Marc Thibeault, Mariette Vreugdenhil, Jeffrey P. Walker, Mehrez Zribi, Dara Entekhabi, Simon H. Yueh
2021	C	`conf`	Causation Discovery of Weather and Vegetation Condition on Global Wildfire Using the PCMCI Approach. IGARSS Yuquan Qu, Carsten Montzka, Harry Vereecken
2021	C	`conf`	Complex Permittivity and Penetration Depth Estimation from Airborne P-Band SAR Data Applying a Hybrid Decomposition Method. IGARSS Anke Fluhrer, Thomas Jagdhuber, Alireza Tabatabaeenejad, Hamed Alemohammad, Carsten Montzka, Maike Schumacher, Harald Kunstmann
2021	J	`jnl`	Estimating Canopy Density Parameters Time-Series for Winter Wheat Using UAS Mounted LiDAR. Remote. Sens. Jordan Steven Bates, Carsten Montzka, Marius Schmidt, François Jonard
2021	J	`jnl`	Estimating the Number of Reference Sites Necessary for the Validation of Global Soil Moisture Products. IEEE Geosci. Remote. Sens. Lett. Carsten Montzka, Heye R. Bogena, Michael Herbst, Michael H. Cosh, Thomas Jagdhuber, Harry Vereecken
2021	J	`jnl`	Estimation of Vegetation Structure Parameters From SMAP Radar Intensity Observations. IEEE Trans. Geosci. Remote. Sens. Thomas Jagdhuber, Carsten Montzka, Carlos López-Martínez, Martin J. Baur, Moritz Link, María Piles, Narendra Narayan Das, François Jonard
2021	C	`conf`	SARSense: Analyzing air- and space-borne C- and L-band SAR backscattering signals to changes in soil and plant parameters of crops. IGARSS David Mengen, Carsten Montzka, Thomas Jagdhuber, Anke Fluhrer, Cosimo Brogi, Stephani Baum, Dirk Schüttemeyer, Bagher Bayat, Heye Bogena, Alex Coccia, Gerard Masalias, Verena Trinkel, Jannis Jakobi, François Jonard, Yueling Ma, Francesco Mattia, Davide Palmisano, Uwe Rascher, Giuseppe Satalino, Maike Schumacher, Christian Koyama, Marius Schmidt, Harry Vereecken
2021	C	`conf`	Spruce Crown Transparency Levels Detected from Sentinel-2 Using Google Earth Engine. IGARSS Carsten Montzka, Bagher Bayat, Andreas Tewes, David Mengen, Harry Vereecken
2021	J	`jnl`	The Importance of Subsurface Processes in Land Surface Modeling over a Temperate Region: An Analysis with SMAP, Cosmic Ray Neutron Sensing and Triple Collocation Analysis. Remote. Sens. Haojin Zhao, Carsten Montzka, Roland Baatz, Harry Vereecken, Harrie-Jan Hendricks-Franssen
2021	J	`jnl`	The SARSense Campaign: Air- and Space-Borne C- and L-Band SAR for the Analysis of Soil and Plant Parameters in Agriculture. Remote. Sens. David Mengen, Carsten Montzka, Thomas Jagdhuber, Anke Fluhrer, Cosimo Brogi, Stephani Baum, Dirk Schüttemeyer, Bagher Bayat, Heye Bogena, Alex Coccia, Gerard Masalias, Verena Trinkel, Jannis Jakobi, François Jonard, Yueling Ma, Francesco Mattia, Davide Palmisano, Uwe Rascher, Giuseppe Satalino, Maike Schumacher, Christian Koyama, Marius Schmidt, Harry Vereecken
2021	J	`jnl`	Toward operational validation systems for global satellite-based terrestrial essential climate variables. Int. J. Appl. Earth Obs. Geoinformation Bagher Bayat, Fernando Camacho, Jaime E. Nickeson, Michael H. Cosh, John D. Bolten, Harry Vereecken, Carsten Montzka
2021	C	`conf`	fUAS LiDAR Crop LAI Estimations from Canopy Density. IGARSS Jordan Steven Bates, Carsten Montzka, Marius Schmidt, François Jonard
2020	J	`jnl`	Developing food, water and energy nexus workflows. Int. J. Digit. Earth Ian McCallum, Carsten Montzka, Bagher Bayat, Stefan Kollet, Andrii Kolotii, Nataliia Kussul, Mykola Lavreniuk, Anthony Lehmann, Joan Masó, Paolo Mazzetti, Aline Mosnier, Emma Perracchione, Mario Putti, Mattia Santoro, Ivette Serral, Leonid Shumilo, Daniel Spengler, Steffen Fritz
2020	J	`jnl`	Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity - Part II: Geomorphology, Terrain and Surfaces. Remote. Sens. Angela Lausch, Michael E. Schaepman, Andrew K. Skidmore, Sina C. Truckenbrodt, Jörg M. Hacker, Jussi Baade, Lutz Bannehr, Erik Borg, Jan Bumberger, Peter Dietrich, Cornelia Gläßer, Dagmar Haase, Marco Heurich, Thomas Jagdhuber, Sven Jany, Rudolf Krönert, Markus Möller, Hannes Mollenhauer, Carsten Montzka, Marion Pause, Christian Rogaß, Nesrin Salepci, Christiane Schmullius, Franziska Schrodt, Claudia Schütze, Christian Schweitzer, Peter Selsam, Daniel Spengler, Michael Vohland, Martin Volk, Ute Weber, Thilo Wellmann, Ulrike Werban, Steffen Zacharias, Christian Thiel
2020	C	`conf`	Sarsense: A C- and L-Band SAR Rehearsal Campaign in Germany in Preparation for ROSE-L. IGARSS Carsten Montzka, Cosimo Brogi, David Mengen, Maria Matveeva, Stephani Baum, Dirk Schüttemeyer, Bagher Bayat, Heye Bogena, Alex Coccia, Gerard Masalias, Verena Graf, Jannis Jakobi, François Jonard, Yueling Ma, Francesco Mattia, Davide Palmisano, Uwe Rascher, Giuseppe Satalino, Thomas Jagdhuber, Anke Fluhrer, Maike Schumacher, Marius Schmidt, Harry Vereecken
2019	C	`conf`	Implications for Validation Activities of Global Soil Moisture Missions by the Prediction of Sub-Grid Soil Moisture Variability. IGARSS Carsten Montzka, Heye Bogena, Harry Vereecken
2019	J	`jnl`	Linking Remote Sensing and Geodiversity and Their Traits Relevant to Biodiversity - Part I: Soil Characteristics. Remote. Sens. Angela Lausch, Jussi Baade, Lutz Bannehr, Erik Borg, Jan Bumberger, Sabine Chabrillat, Peter Dietrich, Heike Gerighausen, Cornelia Gläßer, Jörg M. Hacker, Dagmar Haase, Thomas Jagdhuber, Sven Jany, András Jung, Arnon Karnieli, Roland Kraemer, Mohsen Makki, Christian Mielke, Markus Möller, Hannes Mollenhauer, Carsten Montzka, Marion Pause, Christian Rogaß, Offer Rozenstein, Christiane Schmullius, Franziska Schrodt, Martin Schrön, Karsten Schulz, Claudia Schütze, Christian Schweitzer, Peter Selsam, Andrew K. Skidmore, Daniel Spengler, Christian Thiel, Sina C. Truckenbrodt, Michael Vohland, Robert Wagner, Ute Weber, Ulrike Werban, Ute Wollschläger, Steffen Zacharias, Michael E. Schaepman
2019	J	`jnl`	Physics-Based Modeling of Active and Passive Microwave Covariations Over Vegetated Surfaces. IEEE Trans. Geosci. Remote. Sens. Thomas Jagdhuber, Alexandra Georges Konings, Kaighin Alexander McColl, Seyed Hamed Alemohammad, Narendra Narayan Das, Carsten Montzka, Moritz Link, Ruzbeh Akbar, Dara Entekhabi
2019	J	`jnl`	Rebuilding a Microwave Soil Moisture Product Using Random Forest Adopting AMSR-E/AMSR2 Brightness Temperature and SMAP over the Qinghai-Tibet Plateau, China. Remote. Sens. Yuquan Qu, Zhongli Zhu, Linna Chai, Shaomin Liu, Carsten Montzka, Jin Liu, Xiaofan Yang, Zheng Lu, Rui Jin, Xiang Li, Zhixia Guo, Jie Zheng
2018	J	`jnl`	A New Soil Moisture Downscaling Approach for SMAP, SMOS, and ASCAT by Predicting Sub-Grid Variability. Remote. Sens. Carsten Montzka, Kathrina Rötzer, Heye R. Bogena, Nilda Sanchez-Martin, Harry Vereecken
2018	C	`conf`	Fully Polarimetric L-Band Brightness Temperature Signatures of Azimuthal Permittivity Patterns - Measurements and Model Simulations. IGARSS Sten Schmidl Søbjærg, Moritz Link, Thomas Jagdhuber, Carsten Montzka, François Jonard, Stephan Dill, Markus Peichl, Thomas Meyer
2018	J	`jnl`	Long-Term and High-Resolution Global Time Series of Brightness Temperature from Copula-Based Fusion of SMAP Enhanced and SMOS Data. Remote. Sens. Christof Lorenz, Carsten Montzka, Thomas Jagdhuber, Patrick Laux, Harald Kunstmann
2018	C	`conf`	Physics-Based Modeling of Active-Passive Microwave Covariations for Geophysical Retrievals. IGARSS Thomas Jagdhuber, Dara Entekhabi, Narendra N. Das, Moritz Link, Martin J. Baur, Ruzbeh Akbar, Carsten Montzka, Seung-Bum Kim, Simon Yueh, Ismail Baris
2017	C	`conf`	Cosmic-ray neutron probes for satellite soil moisture validation. IGARSS Carsten Montzka, Heye R. Bogena, Marek Zreda, Alessandra Monerris, Ross Morrison, Muddu Sekhar, Harry Vereecken
2017	C	`conf`	Microwave covariation modeling and retrieval for the dual-frequency active-passive combination of sentinel-1 and SMAP. IGARSS Thomas Jagdhuber, Dara Entekhabi, Narendra N. Das, Moritz Link, Carsten Montzka, Seung-Bum Kim, Simon Yueh
2017	C	`conf`	PHYSICS-based retrieval of scattering albedo and vegetation optical depth using multi-sensor data integration. IGARSS Thomas Jagdhuber, Martin J. Baur, Moritz Link, Maria Piles, Dara Entekhabi, Carsten Montzka, Jaakko Seppänen, Oleg Antropov, Jaan Praks, Alexander Löw
2017	J	`jnl`	Relationship Between Vegetation Microwave Optical Depth and Cross-Polarized Backscatter From Multiyear Aquarius Observations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kathrina Rötzer, Carsten Montzka, Dara Entekhabi, Alexandra Georges Konings, Kaighin Alexander McColl, Maria Piles, Harry Vereecken
2017	J	`jnl`	Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes. Remote. Sens. Carsten Montzka, Heye R. Bogena, Marek Zreda, Alessandra Monerris, Ross Morrison, Muddu Sekhar, Harry Vereecken
2016	J	`jnl`	Investigation of SMAP Fusion Algorithms With Airborne Active and Passive L-Band Microwave Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Carsten Montzka, Thomas Jagdhuber, Ralf Horn, Heye R. Bogena, Irena Hajnsek, Andreas Reigber, Harry Vereecken
2016	C	`conf`	Physically-based retrieval of SMAP active-passive measurements covariation and vegetation structure parameters. IGARSS Thomas Jagdhuber, Dara Entekhabi, Alexandra Georges Konings, Kaighin Alexander McColl, Seyed Hamed Alemohammad, Narendra N. Das, Carsten Montzka, Maria Piles
2015	J	`jnl`	Estimation and Validation of RapidEye-Based Time-Series of Leaf Area Index for Winter Wheat in the Rur Catchment (Germany). Remote. Sens. Muhammad Ali, Carsten Montzka, Anja Stadler, Gunter Menz, Frank Thonfeld, Harry Vereecken
2015	C	`conf`	Physically-based active-passive modelling and retrieval for SMAP soil moisture inversion algorithm. IGARSS Thomas Jagdhuber, Dara Entekhabi, Irena Hajnsek, Alexandra Georges Konings, Kaighin Alexander McColl, Seyed Hamed Alemohammad, Narendra N. Das, Carsten Montzka
2014	C	`conf`	Active and passive L-band microwave remote sensing for soil moisture - A test-bed for SMAP fusion algorithms. IGARSS Carsten Montzka, Heye Bogena, Thomas Jagdhuber, Irena Hajnsek, Ralf Horn, Andreas Reigber, Sayeh Hasan, Christoph Rüdiger, Marc Jäger, Harry Vereecken
2013	C	`conf`	A particle smoother with sequential importance resampling for radiative transfer parameter estimation. IGARSS Carsten Montzka, Jennifer P. Grant, Harrie-Jan Hendricks-Franssen, Matthias Drusch, Harry Vereecken
2013	J	`jnl`	Brightness Temperature and Soil Moisture Validation at Different Scales During the SMOS Validation Campaign in the Rur and Erft Catchments, Germany. IEEE Trans. Geosci. Remote. Sens. Carsten Montzka, Heye Bogena, Lutz Weihermüller, François Jonard, Catherine Bouzinac, Juha Kainulainen, Jan E. Balling, Alexander Loew, Johanna T. Dall'Amico, Erkka Rouhe, Jan Vanderborght, Harry Vereecken
2013	C	`conf`	Estimation and validation of leaf area index time series for crops on 5M scale from space. IGARSS Muhammad Ali, Carsten Montzka, Anja Stadler, Gunter Menz, Harry Vereecken
2012	C	`conf`	Active and passive airborne microwave remote sensing for soil moisture retrieval in the Rur catchment, Germany. IGARSS Carsten Montzka, Sayeh Hasan, Heye Bogena, Irena Hajnsek, Ralf Horn, Thomas Jagdhuber, Andreas Reigber, Normen Hermes, Christoph Rüdiger, Harry Vereecken
2012	J	`jnl`	Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review. Sensors Carsten Montzka, Valentijn R. N. Pauwels, Harrie-Jan Hendricks-Franssen, Xujun Han, Harry Vereecken
2012	C	`conf`	Time series analysis of SMOS and ASCAT: Soil moisture product validation in the Rur and Erft catchments. IGARSS Kathrina Rötzer, Carsten Montzka, Heye Bogena, Wolfgang Wagner, Richard Kidd, Harry Vereecken
2011	C	`conf`	Estimation of radiative transfer parameters for soil moisture retrieval from SMOS brightness temperatures - a synthetic 1D experiment with the Particle Filter. IGARSS Carsten Montzka, Harrie-Jan Hendricks-Franssen, Matthias Drusch, Hamid Moradkhani, Lutz Weihermüller, Diego Fernández-Prieto, Heye Bogena, Jan Vanderborght, Harry Vereecken
2011	C	`conf`	Radio brightness validation on different spatial scales during the SMOS validation campaign 2010 in the Rur catchment, Germany. IGARSS Carsten Montzka, Heye Bogena, Lutz Weihermüller, François Jonard, Marin Dimitrov, Catherine Bouzinac, Juha Kainulainen, Jan E. Balling, Jan Vanderborght, Harry Vereecken
2010	C	`conf`	SMOS calibration and validation activities with airborne interferometric radiometer HUT-2D during spring 2010. IGARSS Juha Kainulainen, Kimmo Rautiainen, Pauli Sievinen, Jaakko Seppänen, Erkka Rouhe, Martti Hallikainen, Johanna T. Dall'Amico, Florian Schlenz, Alexander Loew, Alexander Bircher, Carsten Montzka
2008	J	`jnl`	Multispectral remotely sensed data in modelling the annual variability of nitrate concentrations in the leachate. Environ. Model. Softw. Carsten Montzka, Morton J. Canty, Peter Kreins, Ralf Kunkel, Gunter Menz, Harry Vereecken, Frank Wendland