Julius Polz

Karlsruhe Institute of Technology — Germany

Earth and Planetary Sciences · Physical Sciences

7h-index259citations50works0.52yr avg
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Research Topics

Precipitation Measurement and Analysis(28), Meteorological Phenomena and Simulations(27), Soil Moisture and Remote Sensing(11), Radio Wave Propagation Studies(9), Climate variability and models(7)

Publications50 total

Comment on egusphere-2025-5438
2026Open Access
Open-source tools for processing opportunistic rainfall sensor data: An overview of existing tools and the new OpenSense software packages poligrain, pypwsqc and mergeplg
2026Open Access
pycomlink/pycomlink: v0.6.0
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Global spatio-temporal ERA5 precipitation downscaling to km and sub-hourly scale using generative AI
npj Climate and Atmospheric Science·2025· 2 citedOpen Access
Seasonal AFNOCast: A Deep Learning Approach for Enhanced Regional Seasonal Predictions
2025Open Access
Interpretable Quality Control of Sparsely Distributed Environmental Sensor Networks Using Graph Neural Networks
Artificial Intelligence for the Earth Systems·2024Open Access
Interpretable Quality Control of Sparsely Distributed Environmental Sensor Networks Using Graph Neural Networks
2024Open Access
Improved rain event detection in commercial microwave link time series via combination with MSG SEVIRI data
Atmospheric measurement techniques·2024· 2 citedOpen Access
Tackling practical challenges in anomaly detection for real-time monitoring of urban waste water networks
2024Open Access
Spatio-temporal AI downscaling of ERA5-land precipitation estimates
2024Open Access
Leveraging the Power of Graph Neural Networks in Environmental Time Series Anomaly Detection 
2024Open Access
Deep Learning improved seasonal forecasts for the Blue Nile Basin
2024Open Access
ResRadNet: A 3D-Residual Neural Network Approach for Temporal Super-Resolution and Ground Adjustment of Weather Radar Rainfall Estimates
2024Open Access
Temporal Super-Resolution, Ground Adjustment, and Advection Correction of Radar Rainfall Using 3-D-Convolutional Neural Networks
IEEE Transactions on Geoscience and Remote Sensing·2024· 3 citedOpen Access
Improved rain event detection in Commercial Microwave Link time series via combination with MSG SEVIRI data
2023Open Access
spateGAN: Spatio‐Temporal Downscaling of Rainfall Fields Using a cGAN Approach
Earth and Space Science·2023· 23 citedOpen Access
High-Resolution Rainfall Maps from Commercial Microwave Links for a Data-Scarce Region in West Africa
Journal of Hydrometeorology·2023· 10 citedOpen Access
Rainfall maps from commercial microwave link data for Ouagadougou, Burkina Faso
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
Rainfall maps from commercial microwave link data for Ouagadougou, Burkina Faso
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Expert Flagging of Commercial Microwave Link Signal Anomalies: Effect on Rainfall Estimation and Ambiguity of Flagging
2023· 2 cited
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Frequent Co-authors

Christian Chwala(43), Maximilian Graf(32), Harald Kunstmann(29), Luca Glawion(15), Lennart Schmidt(8), Jan Bumberger(7), Benjamin Fersch(5), Moumouni Djibo(5), François Zougmoré(5), Nico Blettner(5), Elżbieta Lasota(5), Tanja Winterrath(4), Rebecca Wiegels(4), Gerhard Smiatek(3), Timo Houben(3), Silke Trömel(2), Hiob Gebisso(2), Lukas Altenstrasser(2), Stefanie Vogl(2), Andreas Wagner(2)