Retrieval of wet snow by means of multitemporal SAR data. - Thomas Nagler; Helmut Rott (IEEE Trans. Geosci. Remote. Sens., 2000)

Analysis of landslides in Alpine areas by means of SAR interferometry. - Thomas Nagler; Helmut Rott; Achim Kamelger (IGARSS, 2002)

The SARALPS-2007 measurement campaign on Xand Ku-Band Backscatter of snow. - Keith Morrison; Helmut Rott; Thomas Nagler; Helge Rebhan; Patrick Wursteisen (IGARSS, 2007)

CoRe-H2O - A dual frequency SAR mission for hydrology and climate research. - Helmut Rott; Jouni Pulliainen; Donald W. Cline; Helge Rebhan; Thomas Nagler; Simon Yueh (IGARSS, 2007)

Increased export of grounded ice after the collapse of northern Larsen ice shelf, Antarctic Peninsula, observed by Envisat ASAR. - Helmut Rott; Wolfgang Rack; Thomas Nagler (IGARSS, 2007)

Velocities of Major Outlet Glaciers of the Patagonia Icefield Observed by TerraSAR-X. - Dana Floricioiu; Michael Eineder; Helmut Rott; Thomas Nagler (IGARSS (4), 2008)

Surface Velocity and Variations of Outlet Glaciers of the Patagonia Icefields by Means of TerraSAR-X. - Dana Floricioiu; Michael Eineder; Helmut Rott; Nestor Yague-Martinez; Thomas Nagler (IGARSS (2), 2009)

Retrieval of Snow Parameters from Ku-band and X-band Radar Backscatter Measurements. - Helmut Rott; Markus Heidinger; Thomas Nagler; Donald W. Cline; Simon Yueh (IGARSS (2), 2009)

AERL - A Small Satellite for Measurement of Aerosol Properties over Land Surfaces. - Helmut Rott; Thomas Nagler; Alice Robert; Tony Sephton; Alex Wishart; Karsten Strauch; Kristof Gantois (IGARSS (5), 2009)

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). - Guido Luzi; Linhsia Noferini; Daniele Mecatti; Giovanni Macaluso; Massimiliano Pieraccini; Carlo Atzeni; Andreas Schaffhauser; Reinhard Fromm; Thomas Nagler (IEEE Trans. Geosci. Remote. Sens., 2009)

Signal: SAR for ice, glacier and global dynamics. - 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; et al. (IGARSS, 2010)

Observing seasonal snow changes in the boreal forest area using active and passive microwave measurements. - Jouni Pulliainen; Juha Lemmetyinen; Anna Kontu; Ali Nadir Arslan; Andreas Wiesmann; Thomas Nagler; Helmut Rott; Malcolm Davidson; Dirk Schuettemeyer; Michael Kern (IGARSS, 2010)

A new global Snow Extent product based on ATSR-2 and AATSR. - Rune Solberg; Bjorn Wangensteen; Jostein Amlien; Hans Koren; Sari Metsämäki; Thomas Nagler; Kari Luojus; Jouni Pulliainen (IGARSS, 2010)

Cold Regions Hydrology High-Resolution Observatory for Snow and Cold Land Processes. - Helmut Rott; Simon H. Yueh; Donald W. Cline; Claude R. Duguay; Richard Essery; Christian Haas 001; Florence Hélière; Michael Kern; Giovanni Macelloni; Eirik Malnes; Thomas Nagler; Jouni Pulliainen; et al. (Proc. IEEE, 2010)

CryoLand - the GMES Downstream Service Snow and Land Ice. - Thomas Nagler; Gerhard Triebnig; Christian Schiller (EnviroInfo, 2011)

Effects of snowpack parameters and layering processes at X- and Ku-band backscatter. - Ali Nadir Arslan; Jouni Pulliainen; Juha Lemmetyinen; Thomas Nagler; Helmut Rott; Michael Kern (IGARSS, 2011)

Analysis of active and passive microwave observations from the NoSREx campaign. - 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 (IGARSS, 2011)

Mass deficit of glaciers at the northern antarctic peninsula derived from satellite borne SAR and altimeter measurements. - Helmut Rott; Florian Mueller; Thomas Nagler; Dana Floricioiu; Michael Eineder (IGARSS, 2011)

Exploitation of Cosmo-Skymed image time series for snow monitoring in alpine regions. - Thomas Schellenberger; Bartolomeo Ventura; Claudia Notarnicola; Marc Zebisch; Thomas Nagler; Helmut Rott (IGARSS, 2011)

CryoLand - GMES Service Snow and Land Ice - Interoperability, Service Integration and User Access. - Gerhard Triebnig; Andrei Diamandi; Richard Hall; Eirik Malnes; Lars Marklund; Sari Metsämäki; Thomas Nagler; Jouni Pulliainen; Helmut Rott; Christian Schiller; Rune Solberg; Andreas Wiesmann (ISESS, 2011)

Retrieval of 3D-glacier movement by high resolution X-band SAR data. - Thomas Nagler; Helmut Rott; Markus Hetzenecker; Kilian Scharrer; Eyjolfur Magnusson; Dana Floricioiu; Claudia Notarnicola (IGARSS, 2012)

Satellite-based glacier monitoring in the ESA project Glaciers_cci. - Frank Paul; Tobias Bolch; Andreas Kääb; Thomas Nagler; Andrew Shepherd; Tazio Strozzi (IGARSS, 2012)

Algorithm for retrieval of snow mass from Ku- and X-band radar backscatter measurements. - Helmut Rott; Thomas Nagler; Karl Voglmeier; Michael Kern; Giovanni Macelloni; Marco Gai; Ugo Cortesi; Rolf Scheiber; Irena Hajnsek; Jouni Pulliainen; Dominic Flach (IGARSS, 2012)

KU- and X-band backscatter analysis and SWE retrieval for Alpine snow. - Helmut Rott; Thomas Nagler; Elisabeth Ripper; Karl Voglmeier; Rainer Prinz; Reinhard Fromm; Alex Coccia; Adriano Meta; Daniela Di Leo; Dirk Schuettemeyer (IGARSS, 2014)

Synergy of TanDEM-X DEM differencing and input-output method for glacier monitoring. - Helmut Rott; Jan Wuite; Dana Floricioiu; Thomas Nagler; Stefan Scheiblauer (IGARSS, 2015)

L-band 3D imaging of an Alpine Glacier: Results from the AlpTomoSAR campaign. - Stefano Tebaldini; Thomas Nagler; Helmut Rott; Achim Heilig (IGARSS, 2015)

The Sentinel-1 Mission: New Opportunities for Ice Sheet Observations. - Thomas Nagler; Helmut Rott; Markus Hetzenecker; Jan Wuite; Pierre Potin (Remote. Sens., 2015)

Assessing global satellite-based snow water equivalent datasets in ESA SnowPEx project. - Kari Luojus; Jouni Pulliainen; Juval Cohen; Jaakko Ikonen; Matias Takala; Juha Lemmetyinen; Tuomo Smolander; Chris Derksen; Thomas Nagler; Bojan Bojkov (IGARSS, 2016)

Evaluation of Northern Hemisphere Snow Extent products within ESA SnowPEx-project. - Sari Metsämäki; Elisabeth Ripper; Olli-Pekka Mattila; Richard Fernandes 001; Gabriele Bippus; Kari Luojus; Thomas Nagler; Bojan Bojkov (IGARSS, 2016)

Evading the curse of dimensionality in nonparametric density estimation with simplified vine copulas. - Thomas Nagler; Claudia Czado (J. Multivar. Anal., 2016)

Glacier Remote Sensing Using Sentinel-2. Part I: Radiometric and Geometric Performance, and Application to Ice Velocity. - Andreas Kääb; Solveig H. Winsvold; Bas Altena; Christopher Nuth; Thomas Nagler; Jan Wuite (Remote. Sens., 2016)

Advancements for Snowmelt Monitoring by Means of Sentinel-1 SAR. - Thomas Nagler; Helmut Rott; Elisabeth Ripper; Gabriele Bippus; Markus Hetzenecker (Remote. Sens., 2016)

Glacier Remote Sensing Using Sentinel-2. Part II: Mapping Glacier Extents and Surface Facies, and Comparison to Landsat 8. - Frank Paul; Solveig H. Winsvold; Andreas Kääb; Thomas Nagler; Gabriele Schwaizer (Remote. Sens., 2016)

Active Microwave Scattering Signature of Snowpack - Continuous Multiyear SnowScat Observation Experiments. - 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; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Imaging the Internal Structure of an Alpine Glacier via L-Band Airborne SAR Tomography. - Stefano Tebaldini; Thomas Nagler; Helmut Rott; Achim Heilig (IEEE Trans. Geosci. Remote. Sens., 2016)

Future mission concepts for measuring snow mass. - Juha Lemmetyinen; Kimmo Rautiainen; Kari Luojus; Helmut Rott; Thomas Nagler; Giuseppe Parrella; Irena Hajnsek; Chris Derksen; Giovanni Macelloni; Marco Brogioni; Andreas Wiesmann; Christian Mätzler; et al. (IGARSS, 2017)

Long term changes in Northern hemisphere snow cover from SWE timeseries constrained with SE data. - Kari Luojus; Elisabeth Ripper; Jouni Pulliainen; Juval Cohen; Jaakko Ikonen; Matias Takala; Juha Lemmetyinen; Thomas Nagler; Gabriele Schwaizer; Chris Derksen; Bojan Bojkov; Michael Kern (IGARSS, 2017)

Evaluation of Northern Hemisphere and regional snow extent products within ESA SnowPEx-project. - Sari Metsämäki; Elisabeth Ripper; Olli-Pekka Mattila; Richard Fernandes 001; Gabriele Schwaizer; Kari Luojus; Thomas Nagler; Bojan Bojkov; Michael Kern (IGARSS, 2017)

SESAME: A single-pass interferometric SEntinel-1 companion SAR mission for monitoring GEO- and biosphere dynamics. - Helmut Rott; Paco López-Dekker; Svein Solberg; Lars M. H. Ulander; Thomas Nagler; Gerhard Krieger; Pau Prats; Marc Rodriguez-Cassola; Mariantonietta Zonno; Alberto Moreira (IGARSS, 2017)

Assessment of Seasonal snow Cover Mass in Northern Hemisphere During the Satellite-ERA. - Kari Luojus; Juval Cohen; Jaakko Ikonen; Jouni Pulliainen; Matias Takala; Katriina Veijola; Juha Lemmetyinen; Thomas Nagler; Chris Derksen; Ross Brown (IGARSS, 2018)

Snow Cover Monitoring by Synergistic Use of Sentinel-3 Slstr and Sentinel-L Sar Data. - Thomas Nagler; Helmut Rott; Joanna Ossowska; Gabriele Schwaizer; David Small; Eirik Malnes; Kari Luojus; Sari Metsämäki; Simon Pinnock (IGARSS, 2018)

Stochastic Simulation of Test Collections: Evaluation Scores. - Julián Urbano; Thomas Nagler (SIGIR, 2018)

Intercomparison and Validation of SAR-Based Ice Velocity Measurement Techniques within the Greenland Ice Sheet CCI Project. - 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; et al. (Remote. Sens., 2018)

Development of SWE Retrieval Methods in the ESA Snow CCI Project And Long Term Trends in Seasonal Snow Mass. - Kari Luojus; Jouni Pulliainen; Matias Takala; Juha Lemmetyinen; Mikko Moisander; Chris Derksen; Lawrence Mudryk; Thomas Nagler; Gabriele Schwaizer (IGARSS, 2019)

Model selection in sparse high-dimensional vine copula models with an application to portfolio risk. - Thomas Nagler; C. Bumann; Claudia Czado (J. Multivar. Anal., 2019)

An Integrated View of Greenland Ice Sheet Mass Changes Based on Models and Satellite Observations. - Ruth Mottram; Sebastian B. Simonsen; Synne Høyer Svendsen; Valentina R. Barletta; Louise Sandberg Sørensen; Thomas Nagler; Jan Wuite; Andreas Groh; Martin Horwath; Job F. Rosier; Anne Solgaard; Christine S. Hvidberg; et al. (Remote. Sens., 2019)

Sub-Annual Calving Front Migration, Area Change and Calving Rates from Swath Mode CryoSat-2 Altimetry, on Filchner-Ronne Ice Shelf, Antarctica. - Jan Wuite; Thomas Nagler; Noel Gourmelen; Maria José Escorihuela; Anna E. Hogg; Mark R. Drinkwater (Remote. Sens., 2019)

Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model. - David Meyer; Thomas Nagler; Robin J. Hogan (CoRR, 2020)

Continuous Monitoring of Ice Motion and Discharge of Antarctic and Greenland Ice Sheets and Outlet Glaciers by Sentinel-1 A & B. - Thomas Nagler; Jan Wuite; Ludivine Libert; Markus Hetzenecker; Lars Keuris; Helmut Rott (IGARSS, 2021)

Explaining predictive models using Shapley values and non-parametric vine copulas. - Kjersti Aas; Thomas Nagler; Martin Jullum; Anders Løland (CoRR, 2021)

Synthia: multidimensional synthetic data generation in Python. - David Meyer; Thomas Nagler (J. Open Source Softw., 2021)

R-Friendly Multi-Threading in C++. - Thomas Nagler (J. Stat. Softw., 2021)

Snow Water Equivalent Estimation Using Differential SAR Interferometry and Co-Polar Phase Differences from Airborne SAR Data. - Kristina Belinska; Georg Fischer 002; Thomas Nagler; Irena Hajnsek (IGARSS, 2022)

Comprehensive ICE Sheet Wide Velocity Mapping Combining SAR Interferometry And Offset Tracking. - Thomas Nagler; Ludivine Libert; Jan Wuite; Markus Hetzenecker; Lars Keuris; Helmut Rott (IGARSS, 2022)

Airborne Experiment on Insar Snow Mass Retrieval in Alpine Environment. - Thomas Nagler; Helmut Rott; Stefan Scheiblauer; Ludivine Libert; Nico Mölg; Ralf Horn; Jens Fischer; Martin Keller; Alberto Moreira; Julia Kubanek (IGARSS, 2022)

Retrieving Snow Surface Albedo and Grain Size from Sentinel-3 OLCI Imagery in the European Alps: Comparison Between Semi-Empirical and Physically Based Approaches. - Claudia Notarnicola; Benedita Milheiro Santos; Edoardo Cremonese; Biagio Di Mauro; Gabriele Schwaizer; Thomas Nagler (IGARSS, 2022)

The Extended Timing Annotation Dataset for Sentinel-1 - Product Description and First Evaluation Results. - Christoph Gisinger; Ludivine Libert; Petar Marinkovic; Lukas Krieger; Yngvar Larsen; Antonio Valentino; Helko Breit; Ulrich Balss; Steffen Suchandt; Thomas Nagler; Michael Eineder; Nuno Miranda (IEEE Trans. Geosci. Remote. Sens., 2022)

Exploiting the ANN Potential in Estimating Snow Depth and Snow Water Equivalent From the Airborne SnowSAR Data at X- and Ku-Bands. - 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; et al. (IEEE Trans. Geosci. Remote. Sens., 2022)

Statistical Foundations of Prior-Data Fitted Networks. - Thomas Nagler (ICML, 2023)

Approximately Bayes-optimal pseudo-label selection. - Julian Rodemann; Jann Goschenhofer; Emilio Dorigatti; Thomas Nagler; Thomas Augustin 001 (UAI, 2023)

Approximate Bayes Optimal Pseudo-Label Selection. - Julian Rodemann; Jann Goschenhofer; Emilio Dorigatti; Thomas Nagler; Thomas Augustin 001 (CoRR, 2023)

An Adaptive Method for the Estimation of Snow-Covered Fraction with Error Propagation for Applications from Local to Global Scales. - Lars Keuris; Markus Hetzenecker; Thomas Nagler; Nico Mölg; Gabriele Schwaizer (Remote. Sens., 2023)

An Online Bootstrap for Time Series. - Nicolai Palm; Thomas Nagler (AISTATS, 2024)

Generalizing Orthogonalization for Models with Non-Linearities. - David Rügamer; Chris Kolb; Tobias Weber; Lucas Kook; Thomas Nagler (ICML, 2024)

Monitoring Physical Snow Properties in Alpine Regions using Multisensor Data. - Thomas Nagler; Gabriele Schwaizer; Lucia Felbauer; Nico Mölg; Lars Keuris; Markus Hetzenecker; Johanna Nemec; Helmut Rott; Espen Volden (IGARSS, 2024)

Monitoring Ice Sheet Melt and Refreeze Using Active Microwave Measurements. - Thomas Nagler; Jan Wuite; Helmut Rott; Stefan Scheiblauer; Anna Puggaard; Diego Fernández-Prieto (IGARSS, 2024)

Multisensor Validation of Snow Albedo and Grain Size Retrieval in Mountain Areas. - Claudia Notarnicola; Benedita Milheiro Santos; Riccardo Barella; Michele Claus; Edoardo Cremonese; Ludovica De Gregorio; Biagio Di Mauro; Gabriele Schwaizer; Thomas Nagler (IGARSS, 2024)

Tandem-X Bistatic Insar for Measuring Snow and ICE Melt Dynamics. - Paola Rizzoli; Carolina González; Alexandre Becker Campos; Luca Dell'Amore; Pietro Milillo; Thomas Nagler (IGARSS, 2024)

Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization. - Thomas Nagler; Lennart Schneider; Bernd Bischl; Matthias Feurer (NeurIPS, 2024)

Label-wise Aleatoric and Epistemic Uncertainty Quantification. - Yusuf Sale; Paul Hofman; Timo Löhr; Lisa Wimmer; Thomas Nagler; Eyke Hüllermeier (UAI, 2024)

Interpretable Machine Learning for TabPFN. - David Rundel; Julius Kobialka; Constantin von Crailsheim; Matthias Feurer; Thomas Nagler; David Rügamer (xAI (2), 2024)

Second-Order Uncertainty Quantification: Variance-Based Measures. - Yusuf Sale; Paul Hofman; Lisa Wimmer; Eyke Hüllermeier; Thomas Nagler (CoRR, 2024)

Constructing Confidence Intervals for 'the' Generalization Error - a Comprehensive Benchmark Study. - Hannah Schulz-Kümpel; Sebastian Fischer; Thomas Nagler; Anne-Laure Boulesteix; Bernd Bischl; Roman Hornung (CoRR, 2024)

Comparing InSAR Snow Water Equivalent Retrieval Using ALOS2 With In Situ Observations and SnowModel Over the Boreal Forest Area. - Jorge Jorge Ruiz; Ioanna Merkouriadi; Juha Lemmetyinen; Juval Cohen; Anna Kontu; Thomas Nagler; Jouni Pulliainen; Jaan Praks (IEEE Trans. Geosci. Remote. Sens., 2024)

Potential of the Bi-Static SAR Satellite Companion Mission Harmony for Land-Ice Observations. - Andreas Kääb; Jérémie Mouginot; Pau Prats-Iraola; Eric Rignot; Bernhard Rabus; Andreas Benedikter; Helmut Rott; Thomas Nagler; Björn Rommen; Paco López-Dekker (Remote. Sens., 2024)

Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals. - Marcel Arpogaus; Thomas Kneib; Thomas Nagler; David Rügamer (UAI, 2025)

Sentinel-1-Aided Mutual Calibration of TanDEM-X DEMs for the Estimation of Height and Volume Changes. - Carolina González; Luca Dell'Amore; José-Luis Bueso-Bello; Pietro Milillo; Gabriele Schwaizer; Thomas Nagler; Paola Rizzoli (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Uncertainty Quantification for Prior-Data Fitted Networks using Martingale Posteriors. - Thomas Nagler; David Rügamer (CoRR, 2025)

Vine Copulas as Differentiable Computational Graphs. - Tuoyuan Cheng; Thibault Vatter; Thomas Nagler; Kan Chen (CoRR, 2025)

Adjustment for Confounding using Pre-Trained Representations. - Rickmer Schulte; David Rügamer; Thomas Nagler (CoRR, 2025)