Articles | Volume 5, issue 2
https://doi.org/10.5194/hess-5-187-2001
© Author(s) 2001. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
https://doi.org/10.5194/hess-5-187-2001
© Author(s) 2001. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
A Bayesian technique for conditioning radar precipitation estimates to rain-gauge measurements
E. Todini
Department of Earth and Geo-Environmental Sciences, University of Bologna, Italy
email: todini@geomin.unibo.it
Viewed
Total article views: 4,492 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,133 | 2,208 | 151 | 4,492 | 173 | 177 |
- HTML: 2,133
- PDF: 2,208
- XML: 151
- Total: 4,492
- BibTeX: 173
- EndNote: 177
Cited
96 citations as recorded by crossref.
- A Bayesian partial pooling approach to mean field bias correction of weather radar rainfall estimates: Application to Osungsan weather radar in South Korea T. Kim et al.
- Optimal RCM and spatial interpolation methods for estimating future precipitation in the Republic of Korea H. Park & D. Jang
- Analysis on the Effect of Spatial Distribution of Rainfall on Soil Erosion and Deposition G. Lee et al.
- Exploring single polarization X-band weather radar potentials for local meteorological and hydrological applications F. Lo Conti et al.
- A review of gauge–radar merging methods for quantitative precipitation estimation in hydrology J. McKee & A. Binns
- Exploration of an adaptive merging scheme for optimal precipitation estimation over ungauged urban catchment S. Fadhel et al.
- A spatiotemporal deep fusion model for merging satellite and gauge precipitation in China H. Wu et al.
- Combining radar and rain gauge rainfall estimates using conditional merging S. Sinclair & G. Pegram
- Tipping Bucket Rain Gauges in Hydrological Research: Summary on Measurement Uncertainties, Calibration, and Error Reduction Strategies D. Segovia-Cardozo et al.
- Merging Multisatellite and Gauge Precipitation Based on Geographically Weighted Regression and Long Short-Term Memory Network J. Shen et al.
- Pattern evaluation of operational radar reflectivity–rainfall relationship for Quitandinha River flooding events: Petrópolis, Rio de Janeiro (Brazil) F. da Silva et al.
- Calibration of the reflectivity-rainfall rate (Z-R) relationship using long-term radar reflectivity factor over the entire South Korea region in a Bayesian perspective T. Kim et al.
- Research Activity on Statistical Downscaling for Precipitation A. Tiberiu
- Radar Estimation of Intense Rainfall Rates through Adaptive Calibration of the Z-R Relation A. Libertino et al.
- Comparison of Different Quantitative Precipitation Estimation Methods Based on a Severe Rainfall Event in Tuscany, Italy, November 2023 A. Biondi et al.
- A climatological benchmark for operational radar rainfall bias reduction R. Imhoff et al.
- A new method for estimation of spatially distributed rainfall through merging satellite observations, raingauge records, and terrain digital elevation model data H. Shi et al.
- Quality-Based Combination of Multi-Source Precipitation Data A. Jurczyk et al.
- Evaluating the use of bias-corrected radar rainfall data in three flood events in Samsun, Turkey A. Ozkaya & Z. Akyurek
- Performing Hydrological Monitoring at a National Scale by Exploiting Rain-Gauge and Radar Networks: The Italian Case G. Bruno et al.
- Geostatistical Analysis of Rainfall. 降雨量的地统计分析 D. Grimes & E. Pardo‐Igúzquiza
- A non-parametric automatic blending methodology to estimate rainfall fields from rain gauge and radar data C. Velasco-Forero et al.
- Evaluation of the Impacts of Rain Gauge Density and Distribution on Gauge-Satellite Merged Precipitation Estimates Y. Chen et al.
- Novel approach to integrate daily satellite rainfall with in-situ rainfall, Upper Tekeze Basin, Ethiopia M. Gebremedhin et al.
- Evaluation of Error Indices of Radar Rain Rate Targeting Rainfall-Runoff Analysis C. Yoo et al.
- Radar polygon method: an areal rainfall estimation based on radar rainfall imageries W. Cho et al.
- Rainfall estimation by rain gauge‐radar combination: A concurrent multiplicative‐additive approach J. García‐Pintado et al.
- Predicting Surface Runoff from Catchment to Large Region H. Li et al.
- Geostatistical radar-raingauge combination with nonparametric correlograms: methodological considerations and application in Switzerland R. Schiemann et al.
- The legacy of STAHY: milestones, achievements, challenges, and open problems in statistical hydrology E. Volpi et al.
- RADOLAN_API: An Hourly Soil Moisture Data Set Based on Weather Radar, Soil Properties and Reanalysis Temperature Data T. Ramsauer et al.
- Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model A. Wadoux et al.
- Weather radar rainfall data in urban hydrology S. Thorndahl et al.
- An evaluation of weather radar adjustment algorithms using synthetic data M. Silver et al.
- Association of climate drivers with rainfall in New South Wales, Australia, using Bayesian Model Averaging H. Duc et al.
- Singularity-sensitive gauge-based radar rainfall adjustment methods for urban hydrological applications L. Wang et al.
- Numerical Experiments Applying Simple Kriging to Intermittent and Log-Normal Data Y. Ro & C. Yoo
- Pipedream: An interactive digital twin model for natural and urban drainage systems M. Bartos & B. Kerkez
- Data Transformation and Uncertainty in Geostatistical Combination of Radar and Rain Gauges R. Erdin et al.
- Conditional simulation of spatial rainfall fields using random mixing: a study that implements full control over the stochastic process J. Yan et al.
- Forecasting weather radar propagation conditions J. Bech et al.
- An Assessment on Geographically Weighted Regression-Based Merging Method of Satellite and Gauge Rainfall Q. Hu et al.
- Understanding the Mechanical Biases of Tipping-Bucket Rain Gauges: A Semi-Analytical Calibration Approach D. Segovia-Cardozo et al.
- Extreme Wave Analysis by Integrating Model and Wave Buoy Data F. Dentale et al.
- The Role of Weather Radar in Rainfall Estimation and Its Application in Meteorological and Hydrological Modelling—A Review Z. Sokol et al.
- A space‐time Neyman–Scott rainfall model with defined storm extent M. Leonard et al.
- Determination of the Z-R Relationship through Spatial Analysis of X-Band Weather Radar and Rain Gauge Data A. Bournas & E. Baltas
- Fast Bayesian Regression Kriging Method for Real‐Time Merging of Radar, Rain Gauge, and Crowdsourced Rainfall Data P. Yang & T. Ng
- seNorge2 daily precipitation, an observational gridded dataset over Norway from 1957 to the present day C. Lussana et al.
- Evaluation of radar-gauge merging methods for quantitative precipitation estimates E. Goudenhoofdt & L. Delobbe
- Joint distribution of multiplicative errors in radar and satellite QPEs and its use in estimating the conditional exceedance probability Y. Zhang et al.
- Adaptive Pluvial Flood Disaster Management in Taiwan: Infrastructure and IoT Technologies S. Yang et al.
- Geostatistical Integration of Coarse Resolution Satellite Precipitation Products and Rain Gauge Data to Map Precipitation at Fine Spatial Resolutions N. Park et al.
- Comparing Approaches to Deal With Non‐Gaussianity of Rainfall Data in Kriging‐Based Radar‐Gauge Rainfall Merging F. Cecinati et al.
- A Hierarchical Bayesian Approach for Bias Correction of NEXRAD Dual-Polarization Rainfall Estimates: Case Study on Hurricane Irma in Florida Y. Ma & V. Chandrasekar
- Comprehensive evaluation of IMERG, ERA5-Land and their fusion products in the hydrological simulation of three karst catchments in Southwest China Y. Chang et al.
- Cellular automata algorithms for drainage network extraction and rainfall data assimilation E. COPPOLA et al.
- A framework for developing a spatial high-resolution daily precipitation dataset over a data-sparse region F. Yazdandoost et al.
- An improved statistical approach to merge satellite rainfall estimates and raingauge data M. Li & Q. Shao
- A Multi-Source Data Fusion Method to Improve the Accuracy of Precipitation Products: A Machine Learning Algorithm M. Assiri & S. Qureshi
- Spatiotemporal Precipitation Estimation from Rain Gauges and Meteorological Radar Using Geostatistics E. Cassiraga et al.
- Improving estimates of water resources availability over North Tropical South America: comparison of two satellite precipitation merging schemes N. Duque Gardeazabal et al.
- Improving Rainfall Fields in Data-Scarce Basins: Influence of the Kernel Bandwidth Value of Merging on Hydrometeorological Modeling N. Duque-Gardeazabal & E. Rodríguez
- A Flexible Bayesian Approach to Bias Correction of Radar-Derived Precipitation Estimates over Complex Terrain: Model Design and Initial Verification H. Chen et al.
- High‐resolution satellite‐gauge merged precipitation climatologies of the Tropical Andes B. Manz et al.
- Future Changes in Precipitation Over Northern Europe Based on a Multi-model Ensemble from CMIP6: Focus on Tana River Basin S. Moradian et al.
- A deep learning-based framework for multi-source precipitation fusion K. Gavahi et al.
- Bias Correction of Hourly Satellite Precipitation Products and Their Application in Hydrological Modeling in a Hilly Watershed, China J. Ye et al.
- Role and treatment of uncertainty in real‐time flood forecasting E. Todini
- An All-Season Flash Flood Forecasting System for Real-Time Operations P. Broxton et al.
- Research studies on improvement in real-time estimation of radar-based precipitation in Poland A. Jurczyk et al.
- Geostatistical Merging of a Single-Polarized X-Band Weather Radar and a Sparse Rain Gauge Network over an Urban Catchment I. Seck & J. Van Baelen
- A century and a half precipitation oxygen isoscape for China generated using data fusion and bias correction J. Chen et al.
- MSDM v1.0: A machine learning model for precipitation nowcasting over eastern China using multisource data D. Li et al.
- Machine Learning–Based Blending of Satellite and Reanalysis Precipitation Datasets: A Multiregional Tropical Complex Terrain Evaluation M. Ehsan Bhuiyan et al.
- Evaluation of the Radar QPE and Rain Gauge Data Merging Methods in Northern China Q. Qiu et al.
- Tropical Andes Radar Precipitation Estimates Need High Temporal and Moderate Spatial Resolution M. Guallpa et al.
- Improving daily precipitation estimation in the data scarce area by merging rain gauge and TRMM data with a transfer learning framework Z. Liu et al.
- From calibration to real‐time operations: an assessment of three precipitation benchmarks for a Swiss river system N. Andres et al.
- Combining meteorological radar and network of rain gauges data for space–time model development V. Pastoriza et al.
- Consideration of rainfall intermittency and log-normality on the merging of radar and the rain gauge rain rate Y. Ro & C. Yoo
- Utilisation of radar information to refine precipitation fields by a variational approach S. Schneider & R. Steinacker
- A Comparative Analysis of TRMM–Rain Gauge Data Merging Techniques at the Daily Time Scale for Distributed Rainfall–Runoff Modeling Applications D. Nerini et al.
- Probabilistic Quantitative Precipitation Estimation in Complex Terrain M. Clark & A. Slater
- An optimal merging technique for high-resolution precipitation products R. Shrestha et al.
- Probabilistic radar-gauge merging by multivariate spatiotemporal techniques S. Pulkkinen et al.
- Combining Radar and Rain Gauge Rainfall Estimates for Flood Forecasting: A Case Study in The Jinzu River Basin, Japan D. ADMOJO et al.
- Simulating Small‐Scale Rainfall Fields Conditioned by Weather State and Elevation: A Data‐Driven Approach Based on Rainfall Radar Images F. Oriani et al.
- Secondary Precipitation Estimate Merging Using Machine Learning: Development and Evaluation over Krishna River Basin, India V. Kolluru et al.
- Current Awareness
- Enhancement of Satellite Precipitation Estimations with Bias Correction and Data-Merging Schemes for Flood Forecasting E. Soo et al.
- MSWEP: 3-hourly 0.25° global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data H. Beck et al.
- Influence of the Pacific and Indian Ocean climate drivers on the rainfall in Vietnam H. Duc et al.
- Evaluation of Radar Precipitation Products and Assessment of the Gauge-Radar Merging Methods in Southeast Texas for Extreme Precipitation Events W. Li et al.
- Reduced space optimal interpolation of daily rain gauge precipitation in Switzerland R. Schiemann et al.
- Combining MWL and MSG SEVIRI Satellite Signals for Rainfall Detection and Estimation K. Kumah et al.
Latest update: 07 May 2026