Thomas Nagler

Orcid: 0000-0003-1855-0046

According to our database1, Thomas Nagler authored at least 75 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Potential of the Bi-Static SAR Satellite Companion Mission Harmony for Land-Ice Observations.
Remote. Sens., August, 2024

Comparing InSAR Snow Water Equivalent Retrieval Using ALOS2 With In Situ Observations and SnowModel Over the Boreal Forest Area.
IEEE Trans. Geosci. Remote. Sens., 2024

Constructing Confidence Intervals for 'the' Generalization Error - a Comprehensive Benchmark Study.
CoRR, 2024

Label-wise Aleatoric and Epistemic Uncertainty Quantification.
CoRR, 2024

Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization.
CoRR, 2024

Second-Order Uncertainty Quantification: Variance-Based Measures.
CoRR, 2024

Interpretable Machine Learning for TabPFN.
Proceedings of the Explainable Artificial Intelligence, 2024

Tandem-X Bistatic Insar for Measuring Snow and ICE Melt Dynamics.
Proceedings of the IGARSS 2024, 2024

Multisensor Validation of Snow Albedo and Grain Size Retrieval in Mountain Areas.
Proceedings of the IGARSS 2024, 2024

Monitoring Ice Sheet Melt and Refreeze Using Active Microwave Measurements.
Proceedings of the IGARSS 2024, 2024

Monitoring Physical Snow Properties in Alpine Regions using Multisensor Data.
Proceedings of the IGARSS 2024, 2024

Generalizing Orthogonalization for Models with Non-Linearities.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Online Bootstrap for Time Series.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
An Adaptive Method for the Estimation of Snow-Covered Fraction with Error Propagation for Applications from Local to Global Scales.
Remote. Sens., March, 2023

Approximate Bayes Optimal Pseudo-Label Selection.
CoRR, 2023

Approximately Bayes-optimal pseudo-label selection.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Statistical Foundations of Prior-Data Fitted Networks.
Proceedings of the International Conference on Machine Learning, 2023

2022
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., 2022

The Extended Timing Annotation Dataset for Sentinel-1 - Product Description and First Evaluation Results.
IEEE Trans. Geosci. Remote. Sens., 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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Airborne Experiment on Insar Snow Mass Retrieval in Alpine Environment.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Comprehensive ICE Sheet Wide Velocity Mapping Combining SAR Interferometry And Offset Tracking.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Snow Water Equivalent Estimation Using Differential SAR Interferometry and Co-Polar Phase Differences from Airborne SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
R-Friendly Multi-Threading in C++.
J. Stat. Softw., 2021

Synthia: multidimensional synthetic data generation in Python.
J. Open Source Softw., 2021

Explaining predictive models using Shapley values and non-parametric vine copulas.
CoRR, 2021

Continuous Monitoring of Ice Motion and Discharge of Antarctic and Greenland Ice Sheets and Outlet Glaciers by Sentinel-1 A & B.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model.
CoRR, 2020

2019
Sub-Annual Calving Front Migration, Area Change and Calving Rates from Swath Mode CryoSat-2 Altimetry, on Filchner-Ronne Ice Shelf, Antarctica.
Remote. Sens., 2019

An Integrated View of Greenland Ice Sheet Mass Changes Based on Models and Satellite Observations.
Remote. Sens., 2019

Model selection in sparse high-dimensional vine copula models with an application to portfolio risk.
J. Multivar. Anal., 2019

Development of SWE Retrieval Methods in the ESA Snow CCI Project And Long Term Trends in Seasonal Snow Mass.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

Stochastic Simulation of Test Collections: Evaluation Scores.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Snow Cover Monitoring by Synergistic Use of Sentinel-3 Slstr and Sentinel-L Sar Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Assessment of Seasonal snow Cover Mass in Northern Hemisphere During the Satellite-ERA.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
SESAME: A single-pass interferometric SEntinel-1 companion SAR mission for monitoring GEO- and biosphere dynamics.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Evaluation of Northern Hemisphere and regional snow extent products within ESA SnowPEx-project.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Long term changes in Northern hemisphere snow cover from SWE timeseries constrained with SE data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Future mission concepts for measuring snow mass.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Imaging the Internal Structure of an Alpine Glacier via L-Band Airborne SAR Tomography.
IEEE Trans. Geosci. Remote. Sens., 2016

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

Glacier Remote Sensing Using Sentinel-2. Part II: Mapping Glacier Extents and Surface Facies, and Comparison to Landsat 8.
Remote. Sens., 2016

Advancements for Snowmelt Monitoring by Means of Sentinel-1 SAR.
Remote. Sens., 2016

Glacier Remote Sensing Using Sentinel-2. Part I: Radiometric and Geometric Performance, and Application to Ice Velocity.
Remote. Sens., 2016

Evading the curse of dimensionality in nonparametric density estimation with simplified vine copulas.
J. Multivar. Anal., 2016

Evaluation of Northern Hemisphere Snow Extent products within ESA SnowPEx-project.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Assessing global satellite-based snow water equivalent datasets in ESA SnowPEx project.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
The Sentinel-1 Mission: New Opportunities for Ice Sheet Observations.
Remote. Sens., 2015

L-band 3D imaging of an Alpine Glacier: Results from the AlpTomoSAR campaign.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Synergy of TanDEM-X DEM differencing and input-output method for glacier monitoring.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
KU- and X-band backscatter analysis and SWE retrieval for Alpine snow.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012
Algorithm for retrieval of snow mass from Ku- and X-band radar backscatter measurements.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Satellite-based glacier monitoring in the ESA project Glaciers_cci.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Retrieval of 3D-glacier movement by high resolution X-band SAR data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
CryoLand - GMES Service Snow and Land Ice - Interoperability, Service Integration and User Access.
Proceedings of the Environmental Software Systems. Frameworks of eEnvironment, 2011

Exploitation of Cosmo-Skymed image time series for snow monitoring in alpine regions.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Mass deficit of glaciers at the northern antarctic peninsula derived from satellite borne SAR and altimeter measurements.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Analysis of active and passive microwave observations from the NoSREx campaign.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Effects of snowpack parameters and layering processes at X- and Ku-band backscatter.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

CryoLand - the GMES Downstream Service Snow and Land Ice.
Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011

2010
Cold Regions Hydrology High-Resolution Observatory for Snow and Cold Land Processes.
Proc. IEEE, 2010

A new global Snow Extent product based on ATSR-2 and AATSR.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Observing seasonal snow changes in the boreal forest area using active and passive microwave measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Signal: SAR for ice, glacier and global dynamics.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

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).
IEEE Trans. Geosci. Remote. Sens., 2009

AERL - A Small Satellite for Measurement of Aerosol Properties over Land Surfaces.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Retrieval of Snow Parameters from Ku-band and X-band Radar Backscatter Measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Surface Velocity and Variations of Outlet Glaciers of the Patagonia Icefields by Means of TerraSAR-X.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Velocities of Major Outlet Glaciers of the Patagonia Icefield Observed by TerraSAR-X.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Increased export of grounded ice after the collapse of northern Larsen ice shelf, Antarctic Peninsula, observed by Envisat ASAR.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

CoRe-H2O - A dual frequency SAR mission for hydrology and climate research.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

The SARALPS-2007 measurement campaign on Xand Ku-Band Backscatter of snow.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2002
Analysis of landslides in Alpine areas by means of SAR interferometry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2000
Retrieval of wet snow by means of multitemporal SAR data.
IEEE Trans. Geosci. Remote. Sens., 2000


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