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2020 – today
- 2024
[j21]Andreas Kääb
, Jérémie Mouginot, Pau Prats-Iraola, Eric Rignot, Bernhard Rabus, Andreas Benedikter, Helmut Rott, Thomas Nagler, Björn Rommen, Paco López-Dekker:
Potential of the Bi-Static SAR Satellite Companion Mission Harmony for Land-Ice Observations. Remote. Sens. 16(16): 2918 (2024)- [j20]Jorge Jorge Ruiz, Ioanna Merkouriadi, Juha Lemmetyinen, Juval Cohen, Anna Kontu, Thomas Nagler, Jouni Pulliainen, Jaan Praks:
Comparing InSAR Snow Water Equivalent Retrieval Using ALOS2 With In Situ Observations and SnowModel Over the Boreal Forest Area. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [c47]Nicolai Palm, Thomas Nagler:
An Online Bootstrap for Time Series. AISTATS 2024: 190-198 - [c46]David Rügamer, Chris Kolb, Tobias Weber, Lucas Kook, Thomas Nagler:
Generalizing Orthogonalization for Models with Non-Linearities. ICML 2024 - [c45]Thomas Nagler, Jan Wuite, Helmut Rott, Stefan Scheiblauer, Anna Puggaard, Diego Fernández-Prieto:
Monitoring Ice Sheet Melt and Refreeze Using Active Microwave Measurements. IGARSS 2024: 49-52 - [c44]Claudia Notarnicola, Benedita Milheiro Santos, Riccardo Barella, Michele Claus, Edoardo Cremonese, Ludovica De Gregorio, Biagio Di Mauro, Gabriele Schwaizer, Thomas Nagler:
Multisensor Validation of Snow Albedo and Grain Size Retrieval in Mountain Areas. IGARSS 2024: 619-622 - [c43]Thomas Nagler, Gabriele Schwaizer, Lucia Felbauer, Nico Mölg, Lars Keuris, Markus Hetzenecker, Johanna Nemec, Helmut Rott, Espen Volden:
Monitoring Physical Snow Properties in Alpine Regions using Multisensor Data. IGARSS 2024: 623-626 - [c42]Paola Rizzoli, Carolina González, Alexandre Becker Campos, Luca Dell'Amore, Pietro Milillo, Thomas Nagler:
Tandem-X Bistatic Insar for Measuring Snow and ICE Melt Dynamics. IGARSS 2024: 639-643 - [c41]David Rundel, Julius Kobialka, Constantin von Crailsheim, Matthias Feurer, Thomas Nagler, David Rügamer:
Interpretable Machine Learning for TabPFN. xAI (2) 2024: 465-476 - [i11]Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas Nagler:
Second-Order Uncertainty Quantification: Variance-Based Measures. CoRR abs/2401.00276 (2024) - [i10]David Rundel, Julius Kobialka, Constantin von Crailsheim, Matthias Feurer, Thomas Nagler, David Rügamer:
Interpretable Machine Learning for TabPFN. CoRR abs/2403.10923 (2024) - [i9]David Rügamer, Chris Kolb, Tobias Weber, Lucas Kook, Thomas Nagler:
Generalizing Orthogonalization for Models with Non-Linearities. CoRR abs/2405.02475 (2024) - [i8]Thomas Nagler, Lennart Schneider, Bernd Bischl, Matthias Feurer:
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization. CoRR abs/2405.15393 (2024) - [i7]Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier:
Label-wise Aleatoric and Epistemic Uncertainty Quantification. CoRR abs/2406.02354 (2024) - [i6]Hannah Schulz-Kümpel, Sebastian Fischer, Thomas Nagler, Anne-Laure Boulesteix, Bernd Bischl, Roman Hornung:
Constructing Confidence Intervals for 'the' Generalization Error - a Comprehensive Benchmark Study. CoRR abs/2409.18836 (2024) - 2023
- [j19]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): 1231 (2023) - [c40]Thomas Nagler:
Statistical Foundations of Prior-Data Fitted Networks. ICML 2023: 25660-25676 - [c39]Julian Rodemann, Jann Goschenhofer, Emilio Dorigatti, Thomas Nagler, Thomas Augustin:
Approximately Bayes-optimal pseudo-label selection. UAI 2023: 1762-1773 - [i5]Julian Rodemann, Jann Goschenhofer, Emilio Dorigatti, Thomas Nagler, Thomas Augustin:
Approximate Bayes Optimal Pseudo-Label Selection. CoRR abs/2302.08883 (2023) - [i4]Thomas Nagler:
Statistical Foundations of Prior-Data Fitted Networks. CoRR abs/2305.11097 (2023) - [i3]Nicolai Palm, Thomas Nagler:
An Online Bootstrap for Time Series. CoRR abs/2310.19683 (2023) - 2022
- [j18]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: 1-22 (2022) - [j17]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: 1-16 (2022) - [c38]Claudia Notarnicola, Benedita Milheiro Santos, Edoardo Cremonese, Biagio 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: 3864-3867 - [c37]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: 3888-3891 - [c36]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: 4545-4548 - [c35]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: 4549-4552 - 2021
- [j16]David Meyer, Thomas Nagler:
Synthia: multidimensional synthetic data generation in Python. J. Open Source Softw. 6(65): 2863 (2021) - [j15]Thomas Nagler:
R-Friendly Multi-Threading in C++. J. Stat. Softw. 97(1) (2021) - [c34]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: 1061-1064 - [i2]Kjersti Aas, Thomas Nagler, Martin Jullum, Anders Løland:
Explaining predictive models using Shapley values and non-parametric vine copulas. CoRR abs/2102.06416 (2021) - 2020
- [i1]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 abs/2012.09037 (2020)
2010 – 2019
- 2019
- [j14]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: 180-192 (2019) - [j13]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, René Forsberg:
An Integrated View of Greenland Ice Sheet Mass Changes Based on Models and Satellite Observations. Remote. Sens. 11(12): 1407 (2019) - [j12]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): 2761 (2019) - [c33]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: 5610-5613 - 2018
- [j11]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, Jérémie 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): 929 (2018) - [c32]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: 6255-6258 - [c31]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: 8727-8730 - [c30]Julián Urbano, Thomas Nagler:
Stochastic Simulation of Test Collections: Evaluation Scores. SIGIR 2018: 695-704 - 2017
- [c29]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: 107-110 - [c28]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: 319-321 - [c27]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: 1370-1371 - [c26]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: 4246-4249 - 2016
- [j10]Thomas Nagler, Claudia Czado:
Evading the curse of dimensionality in nonparametric density estimation with simplified vine copulas. J. Multivar. Anal. 151: 69-89 (2016) - [j9]Thomas Nagler, Helmut Rott, Elisabeth Ripper, Gabriele Bippus, Markus Hetzenecker:
Advancements for Snowmelt Monitoring by Means of Sentinel-1 SAR. Remote. Sens. 8(4): 348 (2016) - [j8]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): 575 (2016) - [j7]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): 598 (2016) - [j6]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): 3849-3869 (2016) - [j5]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): 7197-7209 (2016) - [c25]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: 5280-5283 - [c24]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: 5284-5287 - 2015
- [j4]Thomas Nagler, Helmut Rott, Markus Hetzenecker, Jan Wuite, Pierre Potin:
The Sentinel-1 Mission: New Opportunities for Ice Sheet Observations. Remote. Sens. 7(7): 9371-9389 (2015) - [c23]Stefano Tebaldini, Thomas Nagler, Helmut Rott, Achim Heilig:
L-band 3D imaging of an Alpine Glacier: Results from the AlpTomoSAR campaign. IGARSS 2015: 5212-5215 - [c22]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: 5216-5219 - 2014
- [c21]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: 2407-2410 - 2012
- [c20]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: 135-138 - [c19]Frank Paul, Tobias Bolch, Andreas Kääb, Thomas Nagler, Andrew Shepherd, Tazio Strozzi:
Satellite-based glacier monitoring in the ESA project Glaciers_cci. IGARSS 2012: 3222-3225 - [c18]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: 3233-3236 - 2011
- [c17]Thomas Nagler, Gerhard Triebnig, Christian Schiller:
CryoLand - the GMES Downstream Service Snow and Land Ice. EnviroInfo 2011: 261-269 - [c16]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: 2737-2740 - [c15]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: 3637-3640 - [c14]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: 3641-3644 - [c13]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: 3645-3648 - [c12]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: 341-348 - 2010
- [j3]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): 752-765 (2010) - [c11]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: 1780-1783 - [c10]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: 2375-2378 - [c9]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: 2884-2887
2000 – 2009
- 2009
- [j2]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): 382-393 (2009) - [c8]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: 144-147 - [c7]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: 417-420 - [c6]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: 1028-1031 - 2008
- [c5]Dana Floricioiu, Michael Eineder, Helmut Rott, Thomas Nagler:
Velocities of Major Outlet Glaciers of the Patagonia Icefield Observed by TerraSAR-X. IGARSS (4) 2008: 347-350 - 2007
- [c4]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: 1174-1176 - [c3]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: 1204-1206 - [c2]Keith Morrison, Helmut Rott, Thomas Nagler, Helge Rebhan, Patrick Wursteisen:
The SARALPS-2007 measurement campaign on Xand Ku-Band Backscatter of snow. IGARSS 2007: 1207-1210 - 2002
- [c1]Thomas Nagler, Helmut Rott, Achim Kamelger:
Analysis of landslides in Alpine areas by means of SAR interferometry. IGARSS 2002: 198-200 - 2000
- [j1]Thomas Nagler, Helmut Rott:
Retrieval of wet snow by means of multitemporal SAR data. IEEE Trans. Geosci. Remote. Sens. 38(2): 754-765 (2000)
Coauthor Index
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