Benedikt Soja

20 papers C 5Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assimilating Ground-Based and High-Dynamic Airborne GNSS Zenith Total Delays Into Numerical Weather Predictions.
IEEE Trans. Geosci. Remote. Sens.
Zhenyi Zhang, Mengjie Liu, Weixing Zhang, Yidong Lou, Benedikt Soja
2025 J jnl
Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes.
CoRR
Fanny Lehmann, Firat Ozdemir, Benedikt Soja, Torsten Hoefler, Siddhartha Mishra, Sebastian Schemm
2025 J jnl
HDTM: A Novel Model Providing Hydrostatic Delay and Weighted Mean Temperature for Real-Time GNSS Precipitable Water Vapor Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Luohong Li, Hongxing Zhang, Yunbin Yuan, Matthias Aichinger-Rosenberger, Benedikt Soja
2025 J jnl
Laplacian deep ensembles: Methodology and application in predicting dUT1 considering geophysical fluids.
Comput. Geosci.
Mostafa Kiani Shahvandi, Siddhartha Mishra, Benedikt Soja
2024 J jnl
A New Deep-Learning-Assisted Global Water Vapor Stratification Model for GNSS Meteorology: Validations and Applications.
IEEE Trans. Geosci. Remote. Sens.
Wenyuan Zhang, Junyang Gou, Gregor Moeller, Shubi Zhang, Yu Gao, Nandi Wang, Benedikt Soja
2024 J jnl
Forecasting of Tropospheric Delay Using AI Foundation Models in Support of Microwave Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Junsheng Ding, Xiaolong Mi, Wu Chen, Junping Chen, Jungang Wang, Yize Zhang, Joseph L. Awange, Benedikt Soja, Lei Bai, Yuanfan Deng, Wenjie Tang
2024 C conf
Global Ionospheric Modeling Using Multi-GNSS: A Machine Learning Approach.
IGARSS
Shuyin Mao, Grzegorz Klopotek, Yuanxin Pan, Benedikt Soja
2024 C conf
Modelling the Troposphere with Global Navigation Satellite Systems, Meteorological Data and Machine Learning.
IGARSS
Laura Crocetti, Matthias Schartner, Konrad Schindler, Rochelle Schneider, Benedikt Soja
2024 J jnl
Uncertainties of Interpolating Satellite-Specific Slant Ionospheric Delays and Impacts on PPP-RTK.
IEEE Trans. Aerosp. Electron. Syst.
Sijie Lyu, Yan Xiang, Benedikt Soja, Ningbo Wang, Wenxian Yu, Trieu-Kien Truong
2024 J jnl
Uncertainties of Satellite-based Essential Climate Variables from Deep Learning.
CoRR
Junyang Gou, Arnt-Børre Salberg, Mostafa Kiani Shahvandi, Mohammad J. Tourian, Ulrich Meyer, Eva Boergens, Anders U. Waldeland, Isabella Velicogna, Fredrik Dahl, Adrian Jäggi, Konrad Schindler, Benedikt Soja
2023 J jnl
Analyzing the Ionospheric Irregularities Caused by the September 2017 Geomagnetic Storm Using Ground-Based GNSS, Swarm, and FORMOSAT-3/COSMIC Data near the Equatorial Ionization Anomaly in East Africa.
Remote. Sens.
Alireza Atabati, Iraj Jazireeyan, Mahdi Alizadeh, Mahmoud Pirooznia, Jakob Flury, Harald Schuh, Benedikt Soja
2023 J jnl
Collecting volunteered geographic information from the Global Navigation Satellite System (GNSS): experiences from the CAMALIOT project.
Int. J. Digit. Earth
Linda See, Benedikt Soja, Grzegorz Klopotek, Tobias Sturn, Rudi Weinacker, Santosh Karanam, Ivelina Georgieva, Yuanxin Pan, Laura Crocetti, Markus Rothacher, Vicente Navarro, Steffen Fritz, Ian McCallum
2023 C conf
Machine Learning-Based Exploitation of Crowdsourced GNSS Data for Atmospheric Studies.
IGARSS
Benedikt Soja, Grzegorz Klopotek, Yuanxin Pan, Laura Crocetti, Shuyin Mao, Mudathir Awadaljeed, Markus Rothacher, Linda See, Tobias Sturn, Rudi Weinacker, Ian McCallum, Vicente Navarro
2023 J jnl
Modeling the Differences between Ultra-Rapid and Final Orbit Products of GPS Satellites Using Machine-Learning Approaches.
Remote. Sens.
Junyang Gou, Christine Rösch, Endrit Shehaj, Kangkang Chen, Mostafa Kiani Shahvandi, Benedikt Soja, Markus Rothacher
2022 C conf
Data Driven Approaches for the Prediction of Earth's Effective Angular Momentum Functions.
IGARSS
Mostafa Kiani Shahvandi, Junyang Gou, Matthias Schartner, Benedikt Soja
2022 J jnl
Ensemble Machine Learning of Random Forest, AdaBoost and XGBoost for Vertical Total Electron Content Forecasting.
Remote. Sens.
Randa Natras, Benedikt Soja, Michael Schmidt
2022 J jnl
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach.
Remote. Sens.
Pia Ruttner, Roland Hohensinn, Stefano D'Aronco, Jan Dirk Wegner, Benedikt Soja
2021 J jnl
Discontinuity Detection in GNSS Station Coordinate Time Series Using Machine Learning.
Remote. Sens.
Laura Crocetti, Matthias Schartner, Benedikt Soja
2021 C conf
Modified Deep Transformers for GNSS Time Series Prediction.
IGARSS
Mostafa Kiani Shahvandi, Benedikt Soja
2021 — conf
Small Geodetic Datasets and Deep Networks: Attention-Based Residual LSTM Autoencoder Stacking for Geodetic Time Series.
LOD
Mostafa Kiani Shahvandi, Benedikt Soja