Cover Image

Bridging the Sensitivity Gap in Precipitation Estimates from Spaceborne Radars using Passive Microwave Observations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pfreundschuh, Simon, Kummerow, Christian D.
Format:	Preprint
Published:	2026
Subjects:	Atmospheric and Oceanic Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GPROF-IR: An Improved Single-Channel Infrared Precipitation Retrieval for Merged Satellite Precipitation Products
by: Pfreundschuh, Simon, et al.
Published: (2026)

Quantifying the Effect of a Parallax Correcting Algorithm for Passive Microwave Satellite Precipitation Retrievals across the Continental United States
by: Monsalve, Andres F., et al.
Published: (2025)

Characterizing GPROF Regional Bias Using Radar-Derived Hydrometeor Information
by: Goldenstern, Eric, et al.
Published: (2024)

A Benchmark Dataset for Satellite-Based Estimation and Detection of Rain
by: Pfreundschuh, Simon, et al.
Published: (2025)

Improving Post-Processing for Quantitative Precipitation Forecasting Using Deep Learning: Learning Precipitation Physics from High-Resolution Observations
by: Lee, ChangJae, et al.
Published: (2025)

MAG-Net: Physics-Aware Multi-Modal Fusion of Geostationary Satellite and Radar for Severe Convective Precipitation Nowcasting
by: Chen, Dandan, et al.
Published: (2026)

Huayu: Advanced Real-Time Precipitation Estimation from Geostationary Satellite
by: Song, Zijiang, et al.
Published: (2025)

Retrieval of Ocean Surface Currents and Vertical Shear from HF Radar Observations
by: Hasson, G., et al.
Published: (2026)

Learning Climate Sensitivity from Future Observations, Fast and Slow
by: Bauer, Adam Michael, et al.
Published: (2025)

The Link between Gulf Stream Precipitation and European Blocking in General Circulation Models and the Role of Horizontal Resolution
by: Strommen, Kristian, et al.
Published: (2024)

On Using Medium-Range Ensemble Forecasts for Storm Transposition of Synoptic-Scale Systems in Probable Maximum Precipitation Estimation
by: Mure-Ravaud, Mathieu
Published: (2026)

MSWEP V3: Machine Learning-Powered Global Precipitation Estimates at 0.1$^\circ$ Hourly Resolution (1979-Present)
by: Wang, Xuetong, et al.
Published: (2026)

Marine Heatwaves in the Arabian Sea: Drivers and Impacts on Atmospheric Circulation and Extreme Precipitation
by: Suhas, D. L., et al.
Published: (2026)

A Radar-Based Hail Climatology of Australia
by: Brook, Jordan P., et al.
Published: (2023)

Oya: Deep Learning for Accurate Global Precipitation Estimation
by: Brempong, Emmanuel Asiedu, et al.
Published: (2025)

Moisture Budgets and Circulation Analogs: Diagnosing Dynamic and Thermodynamic Precipitation Change
by: Doane-Solomon, Robert, et al.
Published: (2026)

Dynamics and Model Representation of Two Contrasting Extreme Precipitation Events in the Sahel
by: Sanogo, Souleymane, et al.
Published: (2025)

Winter Precipitation Type Diagnosis and Uncertainty Quantification with a Physically Consistent Machine Learning Method
by: Becker, Charlie, et al.
Published: (2025)

Do Climate Models Need Microphysical and Convective Parameterizations to Generate Accurate Precipitation Fields?
by: Moreno, Raul, et al.
Published: (2026)

Precipitation diffusion downscaling and application to out-of-distribution simulations with and without stratospheric aerosol injection
by: Dong, Cameron, et al.
Published: (2026)

Learning Data-driven Surrogate and Correction Models for Satellite Observations in Numerical Weather Prediction
by: Buono, Gian Luca, et al.
Published: (2026)

How do the Pacific and Atlantic Oceans synergize to modulate Southeastern United States Precipitation Variability?
by: Singhai, Priyanshi, et al.
Published: (2024)

Observation of stable components of the sound field in Lake Kinneret using the autoproduct transform
by: Virovlyansky, A. L.
Published: (2026)

Event-scale Internal Tide Variability via X-band Marine Radar
by: Simpson, Alexandra J., et al.
Published: (2024)

High-Frequency Radar observation of strong and contrasted currents: the Alderney race paradigm
by: Dumas, Dylan, et al.
Published: (2024)

Direct Radiative Impacts of Stratospheric Aerosols on the Tropical Troposphere: Clouds, Precipitation, and Circulation in Convection-Resolving and Global Simulations
by: McGraw, Zachary, et al.
Published: (2025)

GPC/m: Global Precipitation Climatology by Machine Learning; Quasi-global, Daily, and One Degree Spatial Resolution
by: Takahashi, Hiroshi G.
Published: (2024)

Estimation of temperature and precipitation uncertainties using quantile neural networks
by: Brettin, Andrew, et al.
Published: (2026)

Learning Accurate Storm-Scale Evolution from Observations
by: Pathak, Jaideep, et al.
Published: (2026)

Evaluation of High-Resolution Gridded Precipitation Datasets Against a Dense Rain Gauge Network During the Indian Summer Monsoon
by: Bankar, Ajay, et al.
Published: (2025)

Radar-Based Raindrop Size Distribution Prediction: Comparing Analytical, Neural Network, and Decision Tree Approaches
by: Humphreys, R. J.
Published: (2026)

Reconstructing the Aerosol State from Partial Observations with Generative Modeling
by: Saleh, E., et al.
Published: (2025)

High Frequency Radar Observing System Simulation Experiment in the Western Mediterranean Sea: a Lagrangian assessment approach
by: Lasheras, Jaime Hernandez, et al.
Published: (2024)

Estimating All-Net Radiation using routine Meteorological data in Akure, Nigeria
by: Olabintan, A. H., et al.
Published: (2025)

Observations of rogue seas in the Southern Ocean
by: Toffoli, Alessandro, et al.
Published: (2023)

Estimating the Kinetic Energy Spectrum from the Second-Order Velocity Structure Function using a Regularized Fitting Approach
by: Bhattacharjee, Ayantika, et al.
Published: (2026)

Predictability Limit of the 2021 Pacific Northwest Heatwave from Deep-Learning Sensitivity Analysis
by: Vonich, P. Trent, et al.
Published: (2024)

The Physical Limit of Neural Hypoxia Detection in the Black Sea from Satellite Observations
by: Mangeleer, Victor, et al.
Published: (2026)

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model
by: Loveday, Nicholas, et al.
Published: (2025)

The future of offshore wind power production: wake and climate impacts
by: Warder, Simon C, et al.
Published: (2024)