Thomas Nagler

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 46

Top Topics

Nonparametric Density Estimation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas Nagler
Second-Order Uncertainty Quantification: Variance-Based Measures. CoRR (2024)
David Rügamer, Chris Kolb, Tobias Weber, Lucas Kook, Thomas Nagler
Generalizing Orthogonalization for Models with Non-Linearities. CoRR (2024)
Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier
Label-wise Aleatoric and Epistemic Uncertainty Quantification. CoRR (2024)
David Rundel, Julius Kobialka, Constantin von Crailsheim, Matthias Feurer, Thomas Nagler, David Rügamer
Interpretable Machine Learning for TabPFN. CoRR (2024)
Nicolai Palm, Thomas Nagler
An Online Bootstrap for Time Series. AISTATS (2024)
Thomas Nagler, Lennart Schneider, Bernd Bischl, Matthias Feurer
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization. CoRR (2024)
Nicolai Palm, Thomas Nagler
An Online Bootstrap for Time Series. CoRR (2023)
Julian Rodemann, Jann Goschenhofer, Emilio Dorigatti, Thomas Nagler, Thomas Augustin
Approximate Bayes Optimal Pseudo-Label Selection. CoRR (2023)
Lars Keuris, Markus Hetzenecker, Thomas Nagler, Nico Mölg, Gabriele Schwaizer
An Adaptive Method for the Estimation of Snow-Covered Fraction with Error Propagation for Applications from Local to Global Scales. Remote. Sens. 15 (5) (2023)
Thomas Nagler
Statistical Foundations of Prior-Data Fitted Networks. CoRR (2023)
Thomas Nagler
Statistical Foundations of Prior-Data Fitted Networks. ICML (2023)
Julian Rodemann, Jann Goschenhofer, Emilio Dorigatti, Thomas Nagler, Thomas Augustin
Approximately Bayes-optimal pseudo-label selection. UAI (2023)
Emanuele Santi, Marco Brogioni, Marion Leduc-Leballeur, Giovanni Macelloni, Francesco Montomoli, Paolo Pampaloni, Juha Lemmetyinen, Juval Cohen, Helmut Rott, Thomas Nagler, Chris Derksen, Joshua King, Nick Rutter, Richard Essery, Cecile Menard, Melody Sandells, Michael Kern
Exploiting the ANN Potential in Estimating Snow Depth and Snow Water Equivalent From the Airborne SnowSAR Data at X- and Ku-Bands. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Christoph Gisinger, Ludivine Libert, Petar Marinkovic, Lukas Krieger, Yngvar Larsen, Antonio Valentino, Helko Breit, Ulrich Balss, Steffen Suchandt, Thomas Nagler, Michael Eineder, Nuno Miranda
The Extended Timing Annotation Dataset for Sentinel-1 - Product Description and First Evaluation Results. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kristina Belinska, Georg Fischer, Thomas Nagler, Irena Hajnsek
Snow Water Equivalent Estimation Using Differential SAR Interferometry and Co-Polar Phase Differences from Airborne SAR Data. IGARSS (2022)
Claudia Notarnicola, B. Santos, Edoardo Cremonese, B. Di Mauro, Gabriele Schwaizer, Thomas Nagler
Retrieving Snow Surface Albedo and Grain Size from Sentinel-3 OLCI Imagery in the European Alps: Comparison Between Semi-Empirical and Physically Based Approaches. IGARSS (2022)
Thomas Nagler, Helmut Rott, Stefan Scheiblauer, Ludivine Libert, Nico Mölg, Ralf Horn, Jens Fischer, Martin Keller, Alberto Moreira, Julia Kubanek
Airborne Experiment on Insar Snow Mass Retrieval in Alpine Environment. IGARSS (2022)
Thomas Nagler, Ludivine Libert, Jan Wuite, Markus Hetzenecker, Lars Keuris, Helmut Rott
Comprehensive ICE Sheet Wide Velocity Mapping Combining SAR Interferometry And Offset Tracking. IGARSS (2022)
Kjersti Aas, Thomas Nagler, Martin Jullum, Anders Løland
Explaining predictive models using Shapley values and non-parametric vine copulas. CoRR (2021)
Thomas Nagler, Jan Wuite, Ludivine Libert, Markus Hetzenecker, Lars Keuris, Helmut Rott
Continuous Monitoring of Ice Motion and Discharge of Antarctic and Greenland Ice Sheets and Outlet Glaciers by Sentinel-1 A & B. IGARSS (2021)
Thomas Nagler
R-Friendly Multi-Threading in C++. J. Stat. Softw. 97 (1) (2021)
David Meyer, Thomas Nagler
Synthia: multidimensional synthetic data generation in Python. J. Open Source Softw. 6 (65) (2021)
David Meyer, Thomas Nagler, Robin J. Hogan
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model. CoRR (2020)
Ruth Mottram, Sebastian B. Simonsen, Synne Høyer Svendsen, Valentina R. Barletta, Louise Sandberg Sørensen, Thomas Nagler, Jan Wuite, Andreas Groh, Martin Horwath, Job Rosier, Anne Solgaard, Christine S. Hvidberg, René Forsberg
An Integrated View of Greenland Ice Sheet Mass Changes Based on Models and Satellite Observations. Remote. Sens. 11 (12) (2019)
Jan Wuite, Thomas Nagler, Noel Gourmelen, Maria José Escorihuela, Anna E. Hogg, Mark R. Drinkwater
Sub-Annual Calving Front Migration, Area Change and Calving Rates from Swath Mode CryoSat-2 Altimetry, on Filchner-Ronne Ice Shelf, Antarctica. Remote. Sens. 11 (23) (2019)
Kari Luojus, Jouni Pulliainen, Matias Takala, Juha Lemmetyinen, Mikko Moisander, Chris Derksen, Lawrence Mudryk, Thomas Nagler, Gabriele Schwaizer
Development of SWE Retrieval Methods in the ESA Snow CCI Project And Long Term Trends in Seasonal Snow Mass. IGARSS (2019)
Thomas Nagler, C. Bumann, Claudia Czado
Model selection in sparse high-dimensional vine copula models with an application to portfolio risk. J. Multivar. Anal. 172 (2019)
Kari Luojus, Juval Cohen, Jaakko Ikonen, Jouni Pulliainen, Matias Takala, Katriina Veijola, Juha Lemmetyinen, Thomas Nagler, Chris Derksen, Ross Brown
Assessment of Seasonal snow Cover Mass in Northern Hemisphere During the Satellite-ERA. IGARSS (2018)
Thomas Nagler, Helmut Rott, Joanna Ossowska, Gabriele Schwaizer, David Small, Eirik Malnes, Kari Luojus, Sari Metsämäki, Simon Pinnock
Snow Cover Monitoring by Synergistic Use of Sentinel-3 Slstr and Sentinel-L Sar Data. IGARSS (2018)
Julián Urbano, Thomas Nagler
Stochastic Simulation of Test Collections: Evaluation Scores. SIGIR (2018)
John Peter Merryman Boncori, Morten Langer Andersen, Jørgen Dall, Anders Kusk, Martijn Kamstra, Signe Bech Andersen, Noa Bechor, Suzanne Bevan, Christian Bignami, Noel Gourmelen, Ian Joughin, Hyung-Sup Jung, Adrian J. Luckman, Jeremie Mouginot, Julia Neelmeijer, Eric J. M. Rignot, Kilian Scharrer, Thomas Nagler, Bernd Scheuchl, Tazio Strozzi
Intercomparison and Validation of SAR-Based Ice Velocity Measurement Techniques within the Greenland Ice Sheet CCI Project. Remote. Sens. 10 (6) (2018)
Sari Metsämäki, Elisabeth Ripper, Olli-Pekka Mattila, Richard Fernandes, Gabriele Schwaizer, Kari Luojus, Thomas Nagler, Bojan Bojkov, Michael Kern
Evaluation of Northern Hemisphere and regional snow extent products within ESA SnowPEx-project. IGARSS (2017)
Juha Lemmetyinen, Kimmo Rautiainen, Kari Luojus, Helmut Rott, Thomas Nagler, Giuseppe Parrella, Irena Hajnsek, Chris Derksen, Giovanni Macelloni, Marco Brogioni, Andreas Wiesmann, Christian Mätzler, Michael Kern
Future mission concepts for measuring snow mass. IGARSS (2017)
Helmut Rott, Paco López-Dekker, Svein Solberg, Lars M. H. Ulander, Thomas Nagler, Gerhard Krieger, Pau Prats, Marc Rodriguez-Cassola, Mariantonietta Zonno, Alberto Moreira
SESAME: A single-pass interferometric SEntinel-1 companion SAR mission for monitoring GEO- and biosphere dynamics. IGARSS (2017)
Kari Luojus, Elisabeth Ripper, Jouni Pulliainen, Juval Cohen, Jaakko Ikonen, Matias Takala, Juha Lemmetyinen, Thomas Nagler, Gabriele Schwaizer, Chris Derksen, Bojan Bojkov, Michael Kern
Long term changes in Northern hemisphere snow cover from SWE timeseries constrained with SE data. IGARSS (2017)
Sari Metsämäki, Elisabeth Ripper, Olli-Pekka Mattila, Richard Fernandes, Gabriele Bippus, Kari Luojus, Thomas Nagler, Bojan Bojkov
Evaluation of Northern Hemisphere Snow Extent products within ESA SnowPEx-project. IGARSS (2016)
Chung-Chi Lin, Björn Rommen, Nicolas Floury, Dirk Schüttemeyer, Malcolm W. J. Davidson, Michael Kern, Anna Kontu, Juha Lemmetyinen, Jouni Pulliainen, Andreas Wiesmann, Charles L. Werner, Christian Mätzler, Martin Schneebeli, Martin Proksch, Thomas Nagler
Active Microwave Scattering Signature of Snowpack - Continuous Multiyear SnowScat Observation Experiments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Frank Paul, Solveig H. Winsvold, Andreas Kääb, Thomas Nagler, Gabriele Schwaizer
Glacier Remote Sensing Using Sentinel-2. Part II: Mapping Glacier Extents and Surface Facies, and Comparison to Landsat 8. Remote. Sens. 8 (7) (2016)
Thomas Nagler, Helmut Rott, Elisabeth Ripper, Gabriele Bippus, Markus Hetzenecker
Advancements for Snowmelt Monitoring by Means of Sentinel-1 SAR. Remote. Sens. 8 (4) (2016)
Thomas Nagler, Claudia Czado
Evading the curse of dimensionality in nonparametric density estimation with simplified vine copulas. J. Multivar. Anal. 151 (2016)
Stefano Tebaldini, Thomas Nagler, Helmut Rott, Achim Heilig
Imaging the Internal Structure of an Alpine Glacier via L-Band Airborne SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Andreas Kääb, Solveig H. Winsvold, Bas Altena, Christopher Nuth, Thomas Nagler, Jan Wuite
Glacier Remote Sensing Using Sentinel-2. Part I: Radiometric and Geometric Performance, and Application to Ice Velocity. Remote. Sens. 8 (7) (2016)
Kari Luojus, Jouni Pulliainen, Juval Cohen, Jaakko Ikonen, Matias Takala, Juha Lemmetyinen, Tuomo Smolander, Chris Derksen, Thomas Nagler, Bojan Bojkov
Assessing global satellite-based snow water equivalent datasets in ESA SnowPEx project. IGARSS (2016)
Stefano Tebaldini, Thomas Nagler, Helmut Rott, Achim Heilig
L-band 3D imaging of an Alpine Glacier: Results from the AlpTomoSAR campaign. IGARSS (2015)
Thomas Nagler, Helmut Rott, Markus Hetzenecker, Jan Wuite, Pierre Potin
The Sentinel-1 Mission: New Opportunities for Ice Sheet Observations. Remote. Sens. 7 (7) (2015)
Helmut Rott, Jan Wuite, Dana Floricioiu, Thomas Nagler, Stefan Scheiblauer
Synergy of TanDEM-X DEM differencing and input-output method for glacier monitoring. IGARSS (2015)
Helmut Rott, Thomas Nagler, Elisabeth Ripper, Karl Voglmeier, Rainer Prinz, Reinhard Fromm, Alex Coccia, Adriano Meta, Daniela Di Leo, Dirk Schuettemeyer
KU- and X-band backscatter analysis and SWE retrieval for Alpine snow. IGARSS (2014)
Helmut Rott, Thomas Nagler, Karl Voglmeier, Michael Kern, Giovanni Macelloni, Marco Gai, Ugo Cortesi, Rolf Scheiber, Irena Hajnsek, Jouni Pulliainen, Dominic Flach
Algorithm for retrieval of snow mass from Ku- and X-band radar backscatter measurements. IGARSS (2012)
Thomas Nagler, Helmut Rott, Markus Hetzenecker, Kilian Scharrer, Eyjolfur Magnusson, Dana Floricioiu, Claudia Notarnicola
Retrieval of 3D-glacier movement by high resolution X-band SAR data. IGARSS (2012)
Frank Paul, Tobias Bolch, Andreas Kääb, Thomas Nagler, Andrew Shepherd, Tazio Strozzi
Satellite-based glacier monitoring in the ESA project Glaciers_cci. IGARSS (2012)
Ali Nadir Arslan, Jouni Pulliainen, Juha Lemmetyinen, Thomas Nagler, Helmut Rott, Michael Kern
Effects of snowpack parameters and layering processes at X- and Ku-band backscatter. IGARSS (2011)
Thomas Schellenberger, Bartolomeo Ventura, Claudia Notarnicola, Marc Zebisch, Thomas Nagler, Helmut Rott
Exploitation of Cosmo-Skymed image time series for snow monitoring in alpine regions. IGARSS (2011)
Thomas Nagler, Gerhard Triebnig, Christian Schiller
CryoLand - the GMES Downstream Service Snow and Land Ice. EnviroInfo (2011)
Helmut Rott, Florian Mueller, Thomas Nagler, Dana Floricioiu, Michael Eineder
Mass deficit of glaciers at the northern antarctic peninsula derived from satellite borne SAR and altimeter measurements. IGARSS (2011)
Juha Lemmetyinen, Jouni Pulliainen, Ali Nadir Arslan, Anna Kontu, Kimmo Rautiainen, Juho Vehvilainen, Andreas Wiesmann, Thomas Nagler, Helmut Rott, Malcolm Davidson, Dirk Schuettemeyer, Michael Kern
Analysis of active and passive microwave observations from the NoSREx campaign. IGARSS (2011)
Gerhard Triebnig, Andrei Diamandi, Richard Hall, Eirik Malnes, Lars Marklund, Sari Metsämäki, Thomas Nagler, Jouni Pulliainen, Helmut Rott, Christian Schiller, Rune Solberg, Andreas Wiesmann
CryoLand - GMES Service Snow and Land Ice - Interoperability, Service Integration and User Access. ISESS (2011)
Helmut Rott, Simon H. Yueh, Donald W. Cline, Claude R. Duguay, Richard Essery, Christian Haas, Florence Hélière, Michael Kern, Giovanni Macelloni, Eirik Malnes, Thomas Nagler, Jouni Pulliainen, Helge Rebhan, Alan Thompson
Cold Regions Hydrology High-Resolution Observatory for Snow and Cold Land Processes. Proc. IEEE 98 (5) (2010)
Thomas Börner, Francesco De Zan, Paco López-Dekker, Gerhard Krieger, Irena Hajnsek, Kostas Papathanassiou, Michelangelo Villano, Marwan Younis, Andreas Danklmayer, Wolfgang Dierking, Thomas Nagler, Helmut Rott, Susanne Lehner, Thomas Fügen, Alberto Moreira
Signal: SAR for ice, glacier and global dynamics. IGARSS (2010)
Jouni Pulliainen, Juha Lemmetyinen, Anna Kontu, Ali Nadir Arslan, Andreas Wiesmann, Thomas Nagler, Helmut Rott, Malcolm Davidson, Dirk Schuettemeyer, Michael Kern
Observing seasonal snow changes in the boreal forest area using active and passive microwave measurements. IGARSS (2010)
Rune Solberg, Bjorn Wangensteen, Jostein Amlien, Hans Koren, Sari Metsämäki, Thomas Nagler, Kari Luojus, Jouni Pulliainen
A new global Snow Extent product based on ATSR-2 and AATSR. IGARSS (2010)
Helmut Rott, Markus Heidinger, Thomas Nagler, Donald W. Cline, Simon Yueh
Retrieval of Snow Parameters from Ku-band and X-band Radar Backscatter Measurements. IGARSS (2) (2009)
Guido Luzi, Linhsia Noferini, Daniele Mecatti, Giovanni Macaluso, Massimiliano Pieraccini, Carlo Atzeni, Andreas Schaffhauser, Reinhard Fromm, Thomas Nagler
Using a Ground-Based SAR Interferometer and a Terrestrial Laser Scanner to Monitor a Snow-Covered Slope: Results From an Experimental Data Collection in Tyrol (Austria). IEEE Trans. Geosci. Remote. Sens. 47 (2) (2009)
Helmut Rott, Thomas Nagler, Alice Robert, Tony Sephton, Alex Wishart, Karsten Strauch, Kristof Gantois
AERL - A Small Satellite for Measurement of Aerosol Properties over Land Surfaces. IGARSS (5) (2009)
Dana Floricioiu, Michael Eineder, Helmut Rott, Nestor Yague-Martinez, Thomas Nagler
Surface Velocity and Variations of Outlet Glaciers of the Patagonia Icefields by Means of TerraSAR-X. IGARSS (2) (2009)
Dana Floricioiu, Michael Eineder, Helmut Rott, Thomas Nagler
Velocities of Major Outlet Glaciers of the Patagonia Icefield Observed by TerraSAR-X. IGARSS (4) (2008)
Helmut Rott, Wolfgang Rack, Thomas Nagler
Increased export of grounded ice after the collapse of northern Larsen ice shelf, Antarctic Peninsula, observed by Envisat ASAR. IGARSS (2007)
Keith Morrison, Helmut Rott, Thomas Nagler, Helge Rebhan, Patrick Wursteisen
The SARALPS-2007 measurement campaign on Xand Ku-Band Backscatter of snow. IGARSS (2007)
Helmut Rott, Jouni Pulliainen, Donald W. Cline, Helge Rebhan, Thomas Nagler, Simon Yueh
CoRe-H2O - A dual frequency SAR mission for hydrology and climate research. IGARSS (2007)
Thomas Nagler, Helmut Rott, Achim Kamelger
Analysis of landslides in Alpine areas by means of SAR interferometry. IGARSS (2002)
Thomas Nagler, Helmut Rott
Retrieval of wet snow by means of multitemporal SAR data. IEEE Trans. Geosci. Remote. Sens. 38 (2) (2000)