Articles | Volume 12, issue 9
https://doi.org/10.5194/amt-12-5055-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-12-5055-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
20 Sep 2019
Research article |
| 20 Sep 2019
| 20 Sep 2019
Evaluation of GPM-DPR precipitation estimates with WegenerNet gauge data
Martin Lasser
CORRESPONDING AUTHOR
Institute for Geophysics, Astrophysics, and Meteorology/Institute of Physics (IGAM/IP), NAWI Graz, University of Graz, Graz, Austria
now at: Astronomical Institute, University of Bern, Bern, Switzerland
Sungmin O
Institute for Geophysics, Astrophysics, and Meteorology/Institute of Physics (IGAM/IP), NAWI Graz, University of Graz, Graz, Austria
FWF-DK Climate Change, University of Graz, Graz, Austria
now at: Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany
Ulrich Foelsche
CORRESPONDING AUTHOR
Institute for Geophysics, Astrophysics, and Meteorology/Institute of Physics (IGAM/IP), NAWI Graz, University of Graz, Graz, Austria
FWF-DK Climate Change, University of Graz, Graz, Austria
Wegener Center for Climate and Global Change (WEGC), University of Graz, Graz, Austria
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Cited
26 citations as recorded by crossref.
- Evaluation of Integrated Nowcasting through Comprehensive Analysis (INCA) precipitation analysis using a dense rain-gauge network in southeastern Austria E. Ghaemi et al. https://doi.org/10.5194/hess-25-4335-2021
- Spatiotemporal variability of precipitation characteristics in hailstorm based on the observations of spaceborne precipitation radar Y. Zhang & X. Ni https://doi.org/10.1016/j.atmosres.2025.108346
- Error modeling and hierarchical Bayesian fusion for spaceborne and ground radar rainfall data L. Kou et al. https://doi.org/10.1016/j.jhydrol.2023.130599
- Comparisons of Three-Dimensional Reflectivity and Precipitation Rate from Gpm Dual-Frequency Precipitation Radar and Ground Dual-Polarization Radar L. Kou et al. https://doi.org/10.2139/ssrn.4098669
- Effects of fine and coarse aerosols on the summer precipitation structure and microphysics over the Yangtze River Delta region H. Peng et al. https://doi.org/10.1016/j.atmosres.2025.108277
- High-resolution atmospheric data cubes from the WegenerNet 3D Open-Air Laboratory for Climate Change Research A. Kvas et al. https://doi.org/10.5194/essd-18-1165-2026
- Comparison and Evaluation of Rain Gauge, CMORPH, TRMM PR and GPM DPR KuPR Precipitation Products over South China R. Wang et al. https://doi.org/10.3390/rs17122040
- WegenerNet high-resolution weather and climate data from 2007 to 2020 J. Fuchsberger et al. https://doi.org/10.5194/essd-13-1307-2021
- Small Catchment Runoff Sensitivity to Station Density and Spatial Interpolation: Hydrological Modeling of Heavy Rainfall Using a Dense Rain Gauge Network C. Hohmann et al. https://doi.org/10.3390/w13101381
- Nine-Year Observation of Global Precipitation Particle Size Distribution and Radar Reflectivity Q. Wu et al. https://doi.org/10.1109/JSTARS.2026.3695650
- GPM DPR Retrievals: Algorithm, Evaluation, and Validation L. Liao & R. Meneghini https://doi.org/10.3390/rs14040843
- Comparisons of three-dimensional reflectivity and precipitation rate from GPM dual-frequency precipitation radar and ground dual-polarization radar L. Kou et al. https://doi.org/10.1016/j.atmosres.2022.106521
- Beyond Algorithm Updates: A Systematic Validation of GPM DPR-V07 over China’s Multiscale Topography J. Song et al. https://doi.org/10.3390/rs17142410
- Missing Data Imputation for Multisite Rainfall Networks: A Comparison between Geostatistical Interpolation and Pattern-Based Estimation on Different Terrain Types F. Oriani et al. https://doi.org/10.1175/JHM-D-19-0220.1
- Assessment of two approaches for very short range precipitation prediction for a convection-dominant period at different scales E. Ghaemi et al. https://doi.org/10.1016/j.atmosres.2024.107522
- Disentangling Satellite Precipitation Estimate Errors of Heavy Rainfall at the Daily and Sub-Daily Scales in the Western Mediterranean E. Peinó et al. https://doi.org/10.3390/rs16030457
- Detecting the Vertical Structure of Extreme Precipitation in the Headwater Area of Yellow River Using the Dual‐Frequency Precipitation Radar Onboard the Global Precipitation Measurement Mission J. Song et al. https://doi.org/10.1002/joc.8675
- Study on Correction Methods for GPM Rainfall Rate and Radar Reflectivity Using Ground-Based Raindrop Spectrometer Data L. Chen et al. https://doi.org/10.3390/rs17152747
- Vertical Structures Associated with Orographic Precipitation during Warm Season in the Sichuan Basin and Its Surrounding Areas at Different Altitudes from 8-Year GPM DPR Observations C. Shen et al. https://doi.org/10.3390/rs14174222
- Comparing GPROF V7 and commercial microwave link precipitation estimates with DPR in the Netherlands, Sri Lanka and Nigeria L. Bogerd et al. https://doi.org/10.1080/02626667.2026.2686442
- Three-Parameter Rain Drop Size Distributions From GPM Dual-Frequency Precipitation Radar Measurements: Techniques and Validation With Ground-Based Observations A. Maitra et al. https://doi.org/10.1109/TGRS.2022.3227622
- Evaluation of the Microphysical Assumptions within GPM-DPR Using Ground-Based Observations of Rain and Snow R. Chase et al. https://doi.org/10.3390/atmos11060619
- A Novel Rain Identification and Rain Intensity Classification Method for the CFOSAT Scatterometer M. Quan et al. https://doi.org/10.3390/rs16050887
- Aerosol-driven precipitation modification: spatiotemporal heterogeneity in precipitation microphysics and vertical profiles over China's megacity clusters H. Peng et al. https://doi.org/10.5194/acp-26-3299-2026
- Validation of GPM Rainfall and Drop Size Distribution Products through Disdrometers in Italy E. Adirosi et al. https://doi.org/10.3390/rs13112081
- Analysing spatio-temporal patterns in wintertime rainfall across Iran’s deserts using GPM DPR data E. Ghasemifar et al. https://doi.org/10.1080/15324982.2022.2084703
26 citations as recorded by crossref.
- Evaluation of Integrated Nowcasting through Comprehensive Analysis (INCA) precipitation analysis using a dense rain-gauge network in southeastern Austria E. Ghaemi et al. https://doi.org/10.5194/hess-25-4335-2021
- Spatiotemporal variability of precipitation characteristics in hailstorm based on the observations of spaceborne precipitation radar Y. Zhang & X. Ni https://doi.org/10.1016/j.atmosres.2025.108346
- Error modeling and hierarchical Bayesian fusion for spaceborne and ground radar rainfall data L. Kou et al. https://doi.org/10.1016/j.jhydrol.2023.130599
- Comparisons of Three-Dimensional Reflectivity and Precipitation Rate from Gpm Dual-Frequency Precipitation Radar and Ground Dual-Polarization Radar L. Kou et al. https://doi.org/10.2139/ssrn.4098669
- Effects of fine and coarse aerosols on the summer precipitation structure and microphysics over the Yangtze River Delta region H. Peng et al. https://doi.org/10.1016/j.atmosres.2025.108277
- High-resolution atmospheric data cubes from the WegenerNet 3D Open-Air Laboratory for Climate Change Research A. Kvas et al. https://doi.org/10.5194/essd-18-1165-2026
- Comparison and Evaluation of Rain Gauge, CMORPH, TRMM PR and GPM DPR KuPR Precipitation Products over South China R. Wang et al. https://doi.org/10.3390/rs17122040
- WegenerNet high-resolution weather and climate data from 2007 to 2020 J. Fuchsberger et al. https://doi.org/10.5194/essd-13-1307-2021
- Small Catchment Runoff Sensitivity to Station Density and Spatial Interpolation: Hydrological Modeling of Heavy Rainfall Using a Dense Rain Gauge Network C. Hohmann et al. https://doi.org/10.3390/w13101381
- Nine-Year Observation of Global Precipitation Particle Size Distribution and Radar Reflectivity Q. Wu et al. https://doi.org/10.1109/JSTARS.2026.3695650
- GPM DPR Retrievals: Algorithm, Evaluation, and Validation L. Liao & R. Meneghini https://doi.org/10.3390/rs14040843
- Comparisons of three-dimensional reflectivity and precipitation rate from GPM dual-frequency precipitation radar and ground dual-polarization radar L. Kou et al. https://doi.org/10.1016/j.atmosres.2022.106521
- Beyond Algorithm Updates: A Systematic Validation of GPM DPR-V07 over China’s Multiscale Topography J. Song et al. https://doi.org/10.3390/rs17142410
- Missing Data Imputation for Multisite Rainfall Networks: A Comparison between Geostatistical Interpolation and Pattern-Based Estimation on Different Terrain Types F. Oriani et al. https://doi.org/10.1175/JHM-D-19-0220.1
- Assessment of two approaches for very short range precipitation prediction for a convection-dominant period at different scales E. Ghaemi et al. https://doi.org/10.1016/j.atmosres.2024.107522
- Disentangling Satellite Precipitation Estimate Errors of Heavy Rainfall at the Daily and Sub-Daily Scales in the Western Mediterranean E. Peinó et al. https://doi.org/10.3390/rs16030457
- Detecting the Vertical Structure of Extreme Precipitation in the Headwater Area of Yellow River Using the Dual‐Frequency Precipitation Radar Onboard the Global Precipitation Measurement Mission J. Song et al. https://doi.org/10.1002/joc.8675
- Study on Correction Methods for GPM Rainfall Rate and Radar Reflectivity Using Ground-Based Raindrop Spectrometer Data L. Chen et al. https://doi.org/10.3390/rs17152747
- Vertical Structures Associated with Orographic Precipitation during Warm Season in the Sichuan Basin and Its Surrounding Areas at Different Altitudes from 8-Year GPM DPR Observations C. Shen et al. https://doi.org/10.3390/rs14174222
- Comparing GPROF V7 and commercial microwave link precipitation estimates with DPR in the Netherlands, Sri Lanka and Nigeria L. Bogerd et al. https://doi.org/10.1080/02626667.2026.2686442
- Three-Parameter Rain Drop Size Distributions From GPM Dual-Frequency Precipitation Radar Measurements: Techniques and Validation With Ground-Based Observations A. Maitra et al. https://doi.org/10.1109/TGRS.2022.3227622
- Evaluation of the Microphysical Assumptions within GPM-DPR Using Ground-Based Observations of Rain and Snow R. Chase et al. https://doi.org/10.3390/atmos11060619
- A Novel Rain Identification and Rain Intensity Classification Method for the CFOSAT Scatterometer M. Quan et al. https://doi.org/10.3390/rs16050887
- Aerosol-driven precipitation modification: spatiotemporal heterogeneity in precipitation microphysics and vertical profiles over China's megacity clusters H. Peng et al. https://doi.org/10.5194/acp-26-3299-2026
- Validation of GPM Rainfall and Drop Size Distribution Products through Disdrometers in Italy E. Adirosi et al. https://doi.org/10.3390/rs13112081
- Analysing spatio-temporal patterns in wintertime rainfall across Iran’s deserts using GPM DPR data E. Ghasemifar et al. https://doi.org/10.1080/15324982.2022.2084703
Saved (final revised paper)
Latest update: 05 Aug 2026
Short summary
This paper evaluates the rain rate estimates from the Global Precipitation Measurement (GPM) mission's radar instrument by comparing them to the data of the WegenerNet, a local-scale high-resolution network of meteorological stations. Our results show that the GPM-DPR estimates basically match with the WegenerNet measurements, but absolute quantities are biased.
This paper evaluates the rain rate estimates from the Global Precipitation Measurement (GPM)...
