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Witold Rohm

Wrocław University of Environmental and Life Sciences

25H-index
152Paper Count
1.9KCitation Count
Published Papers 29
Publication Date
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DeepTomo: An Explainable Physics-Informed Deep Learning Framework for Troposphere Tomography, Toward AI-Based GNSS Data Assimilation
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-07-16
err0
errOAAI
errA. Saeid Haji-Aghajany; B. Benedikt Soja; C. Kefei Zhang; D. Witold Rohm
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Correction: Identifying healthy urban zones for GNSS-based tropospheric delay estimation using 3D ray-tracing
errGPS Solutions
IF3.9
err2026-05-16
err0
errOAAI
errSaqib Mehdi; Marcus Franz Wareyka-Glaner; Guohao Zhang; Witold Rohm
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errSave
Detecting Signatures of Giant Hail Events With Integrated GNSS Tomography: A Case Study Over Southern Poland
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-28
err0
errOAAI
errAdam Cegla; Mateusz Taszarek; Maciej Kryza; Witold Rohm; Gregor Moeller
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errSave
A novel CNN-based method using GNSS tomography and WRF data for regional rainfall prediction
errAdvances in Space Research
IF2.8
err2025-12-22
err0
PREAI
errLongjiang Li; Saeid Haji-Aghajany; Kefei Zhang; Witold Rohm; Xiaoming Wang; Suqin Wu; Haobo Li; Dongsheng Zhao; Minghao Zhang
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errSave
LEO satellites simulation for GNSS tomography
errAdvances in Space Research
IF2.8
err2025-11-06
err0
PREAI
errSebastian Makuch; Witold Rohm
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errSave
TropoDeep: a deep learning-based model for InSAR tropospheric correction on large-scale interferograms using GNSS and WRF outputs
errJournal of Geodesy
IF4
err2025-09-20
err0
errOAAI
errSaeid Haji-Aghajany; Melika Tasan; Saeed Izanlou; Witold Rohm
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errSave
Beyond the horizon: A comprehensive analysis of artificial intelligence-based weather forecasting models
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-19
err0
errOAAI
errSaeid Haji-Aghajany; Witold Rohm; Piotr Lipinski; Maciej Kryza
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errSave
INTOMO operator for GNSS multi-source tomography based on 3D ray tracing technique
errJOURNAL OF GEODESY
IF4
err2024-11-13
err0
errOAAI
errCegla, Adam; Moeller, Gregor; Hordyniec, Pawel; Rohm, Witold
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GNSS signal ray-tracing algorithm for the simulation of satellite-to-satellite excess phase in the neutral atmosphere
errJOURNAL OF GEODESY
IF4
err2024-05-21
err2
errOAAI
errCegla, Adam; Rohm, Witold; Moeller, Gregor; Hordyniec, Pawel; Trzcina, Estera; Hanna, Natalia
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errSave
Machine Learning-Based Wet Refractivity Prediction Through GNSS Troposphere Tomography for Ensemble Troposphere Conditions Forecasting
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err4
errOAAI
errHaji-Aghajany, Saeid; Rohm, Witold; Kryza, Maciej; Smolak, Kamil
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errSave
Kalman filter-based integration of GNSS and InSAR observations for local nonlinear strong deformations
errJOURNAL OF GEODESY
IF4
err2023-12-01
err3
errOAAI
errTondas, Damian; Ilieva, Maya; van Leijen, Freek; van der Marel, Hans; Rohm, Witold
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Parameterisation of the GNSS troposphere tomography domain with optimisation of the nodes' distribution
errJOURNAL OF GEODESY
IF4
err2022-12-30
err11
errOAAI
errTrzcina, Estera; Rohm, Witold; Smolak, Kamil
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errSave
Explaining human mobility predictions through a pattern matching algorithm
errEPJ DATA SCIENCE
IF2.5
err2022-07-30
err4
errOAAI
errSmolak, Kamil; Rohm, Witold; Sila-Nowicka, Katarzyna
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Pre-analysis of GNSS tomography solution using the concept of spread of model resolution matrix
errJOURNAL OF GEODESY
IF4
err2022-04-19
err5
errOAAI
errAdavi, Z.; Weber, R.; Rohm, W.
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Experimental 2D extended Kalman filter sensor fusion for low-cost GNSS/IMU/Odometers precise positioning system
errMEASUREMENT
IF5.6
err2022-04-01
err28
errOAAI
errKaczmarek, Adrian; Rohm, Witold; Klingbeil, Lasse; Tchorzewski, Janusz
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Monitoring the Water Vapor Content at High Spatio-Temporal Resolution Using a Network of Low-Cost Multi-GNSS Receivers
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err16
errOAAI
errMarut, Grzegorz; Hadas, Tomasz; Kaplon, Jan; Trzcina, Estera; Rohm, Witold
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errSave
The impact of human mobility data scales and processing on movement predictability
errSCIENTIFIC REPORTS
IF3.9
err2021-07-26
err20
errOAAI
errSmolak, Kamil; Sila-Nowicka, Katarzyna; Delvenne, Jean-Charles; Wierzbinski, Michal; Rohm, Witold
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errSave
The effect of function-based and voxel-based tropospheric tomography techniques on the GNSS positioning accuracy
errJOURNAL OF GEODESY
IF4
err2021-06-24
err17
errOAAI
errHaji-Aghajany, Saeid; Amerian, Yazdan; Verhagen, Sandra; Rohm, Witold; Schuh, Harald
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errSave
Approach to leveraging real-time GNSS tomography usage
errJOURNAL OF GEODESY
IF4
err2021-01-08
err19
PREAI
errSa, A.; Rohm, W.; Fernandes, R. M.; Trzcina, E.; Bos, M.; Bento, F.
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errSave
Population mobility modelling for mobility data simulation
errCOMPUTERS ENVIRONMENT AND URBAN SYSTEMS
IF8.3
err2020-11-01
err18
errOAAI
errSmolak, Kamil; Rohm, Witold; Knop, Krzysztof; Sila-Nowicka, Katarzyna
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Research Directions

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Co-authors
Cooperation Journals
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Harald Schuh
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K
Kefei Zhang
H-index: 42 · Papers: 402
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王小明 (Xiaoming Wang)
H-index: 31 · Papers: 238
J
Jean‐Charles Delvenne
H-index: 30 · Papers: 200
A
Alain Geiger
H-index: 30 · Papers: 187
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