Articles | Volume 16, issue 7
https://doi.org/10.5194/hess-16-2311-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-16-2311-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Copula-based assimilation of radar and gauge information to derive bias-corrected precipitation fields
S. Vogl
University of Augsburg, Institute for Geography, Regional Climate and Hydrology, 86135 Augsburg, Germany
Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-IFU), Kreuzeckbahnstrasse 19, 82467 Garmisch-Partenkirchen, Germany
P. Laux
Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-IFU), Kreuzeckbahnstrasse 19, 82467 Garmisch-Partenkirchen, Germany
W. Qiu
Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-IFU), Kreuzeckbahnstrasse 19, 82467 Garmisch-Partenkirchen, Germany
G. Mao
Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-IFU), Kreuzeckbahnstrasse 19, 82467 Garmisch-Partenkirchen, Germany
H. Kunstmann
University of Augsburg, Institute for Geography, Regional Climate and Hydrology, 86135 Augsburg, Germany
Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-IFU), Kreuzeckbahnstrasse 19, 82467 Garmisch-Partenkirchen, Germany
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Cited
46 citations as recorded by crossref.
- Spatial and temporal modeling of radar rainfall uncertainties G. Villarini et al.
- A copula framework for depth-stratified water quality monitoring in reservoirs S. Ghasemnezhad et al.
- A New Approach to Precipitation Monitoring: A critical survey of existing technologies and challenges H. Messer & O. Sendik
- Probabilistic Gaussian Copula Regression Model for Multisite and Multivariable Downscaling M. Ben Alaya et al.
- A copula approach for sea level anomaly prediction: a case study for the Black Sea A. Yavuzdoğan & E. Tanır Kayıkçı
- A multivariate approach for statistical assessments of compound extremes Z. Hao et al.
- Spatially Downscaling IMERG at Daily Scale Using Machine Learning Approaches Over Zhejiang, Southeastern China X. Min et al.
- TIN‐Copula bias‐correction method for model‐derived maximum temperature in the MENA region G. Lazoglou et al.
- Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model A. Wadoux 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
- Radar-based high-resolution ensemble precipitation analyses over the French Alps M. Vernay et al.
- In search of non-stationary dependence between estuarine river discharge and storm surge based on large-scale climate teleconnections G. Boumis et al.
- A Blueprint for Full Collective Flood Risk Estimation: Demonstration for European River Flooding F. Serinaldi & C. Kilsby
- Review of dependence modeling in hydrology and water resources Z. Hao & V. Singh
- Temporal Super-Resolution, Ground Adjustment, and Advection Correction of Radar Rainfall Using 3-D-Convolutional Neural Networks J. Polz et al.
- A new hybrid method to improve the ultra-short-term prediction of LOD S. Modiri et al.
- Weather Radar Adjustment Using Runoff from Urban Surfaces M. Ahm & M. Rasmussen
- Modelling Precipitation Intensities from X-Band Radar Measurements Using Artificial Neural Networks—A Feasibility Study for the Bavarian Oberland Region S. Vogl et al.
- Bias Correction of Climate Model’s Precipitation Using the Copula Method and Its Application in River Basin Simulation G. Lazoglou et al.
- Polar motion prediction using the combination of SSA and Copula-based analysis S. Modiri et al.
- A High-Resolution Regional Climate Model Physics Ensemble for Northern Sub-Saharan Africa P. Laux et al.
- Copulas for hydroclimatic analysis: A practice‐oriented overview F. Tootoonchi et al.
- Long-Term and High-Resolution Global Time Series of Brightness Temperature from Copula-Based Fusion of SMAP Enhanced and SMOS Data C. Lorenz et al.
- Hotspot movement of compound events on the Europe continent S. Doshi et al.
- Spatial interpolation of precipitation from multiple rain gauge networks and weather radar data for operational applications in Alpine catchments A. Foehn et al.
- Multivariate copula quantile mapping for bias correction of reanalysis air temperature data F. Alidoost et al.
- Appropriate Copula Investigation for Modeling Dependence Structure of Troposperic Delay Data in the Mountainous Area of Central Europe R. Mousavian et al.
- Copula, a new approach for optimum design of Voxel-based GNSS tropospheric tomography based on the atmospheric dynamics R. Mousavian et al.
- Alternative Approach for Estimation of Precipitation Using Doppler Weather Radar Data R. Maity et al.
- The potential of cellular network infrastructures for sudden rainfall monitoring in dry climate regions N. David et al.
- Rainfall estimation using moving cars as rain gauges – laboratory experiments E. Rabiei et al.
- Uncertainty analysis of urban sewer system using spatial simulation of radar rainfall fields: New York City case study A. Hamidi et al.
- Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results A. Langousis et al.
- Future high- and low-flow estimations for Central Vietnam: a hydro-meteorological modelling chain approach Q. Dang et al.
- A multivariate extreme wave and storm surge climate emulator based on weather patterns A. Rueda et al.
- Copula-based modeling of dependence structure in geodesy and GNSS applications: case study for zenith tropospheric delay in complex terrain R. Mousavian et al.
- The use of bivariate copulas for bias correction of reanalysis air temperature data F. Alidoost et al.
- Copula‐based downscaling of daily precipitation fields M. Lorenz et al.
- Stochastic Reconstruction and Interpolation of Precipitation Fields Using Combined Information of Commercial Microwave Links and Rain Gauges B. Haese et al.
- Stochastic bias correction of dynamically downscaled precipitation fields for Germany through Copula-based integration of gridded observation data G. Mao et al.
- Ege Denizi Bağıl Deniz Seviyesi Değişimlerinde Kapula Fonksiyonları İle Trend Analizleri A. YAVUZDOĞAN & E. TANIR KAYIKÇI
- On extension of 2-copulas for information fusion A. Tehrani & M. Aggarwal
- Applying bias correction for merging rain gauge and radar data E. Rabiei & U. Haberlandt
- Physics Parameterization Selection in RCM and ESM Simulations Revisited: New Supporting Approach Based on Empirical Copulas P. Laux et al.
- Spatiotemporal bias correction of satellite precipitation products using multimodel techniques over temporally coherent clusters in South Peninsular India S. M R et al.
- Vine Copula Ensemble Downscaling for Precipitation Projection Over the Loess Plateau Based on High‐Resolution Multi‐RCM Outputs C. Sun et al.
46 citations as recorded by crossref.
- Spatial and temporal modeling of radar rainfall uncertainties G. Villarini et al.
- A copula framework for depth-stratified water quality monitoring in reservoirs S. Ghasemnezhad et al.
- A New Approach to Precipitation Monitoring: A critical survey of existing technologies and challenges H. Messer & O. Sendik
- Probabilistic Gaussian Copula Regression Model for Multisite and Multivariable Downscaling M. Ben Alaya et al.
- A copula approach for sea level anomaly prediction: a case study for the Black Sea A. Yavuzdoğan & E. Tanır Kayıkçı
- A multivariate approach for statistical assessments of compound extremes Z. Hao et al.
- Spatially Downscaling IMERG at Daily Scale Using Machine Learning Approaches Over Zhejiang, Southeastern China X. Min et al.
- TIN‐Copula bias‐correction method for model‐derived maximum temperature in the MENA region G. Lazoglou et al.
- Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model A. Wadoux 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
- Radar-based high-resolution ensemble precipitation analyses over the French Alps M. Vernay et al.
- In search of non-stationary dependence between estuarine river discharge and storm surge based on large-scale climate teleconnections G. Boumis et al.
- A Blueprint for Full Collective Flood Risk Estimation: Demonstration for European River Flooding F. Serinaldi & C. Kilsby
- Review of dependence modeling in hydrology and water resources Z. Hao & V. Singh
- Temporal Super-Resolution, Ground Adjustment, and Advection Correction of Radar Rainfall Using 3-D-Convolutional Neural Networks J. Polz et al.
- A new hybrid method to improve the ultra-short-term prediction of LOD S. Modiri et al.
- Weather Radar Adjustment Using Runoff from Urban Surfaces M. Ahm & M. Rasmussen
- Modelling Precipitation Intensities from X-Band Radar Measurements Using Artificial Neural Networks—A Feasibility Study for the Bavarian Oberland Region S. Vogl et al.
- Bias Correction of Climate Model’s Precipitation Using the Copula Method and Its Application in River Basin Simulation G. Lazoglou et al.
- Polar motion prediction using the combination of SSA and Copula-based analysis S. Modiri et al.
- A High-Resolution Regional Climate Model Physics Ensemble for Northern Sub-Saharan Africa P. Laux et al.
- Copulas for hydroclimatic analysis: A practice‐oriented overview F. Tootoonchi et al.
- Long-Term and High-Resolution Global Time Series of Brightness Temperature from Copula-Based Fusion of SMAP Enhanced and SMOS Data C. Lorenz et al.
- Hotspot movement of compound events on the Europe continent S. Doshi et al.
- Spatial interpolation of precipitation from multiple rain gauge networks and weather radar data for operational applications in Alpine catchments A. Foehn et al.
- Multivariate copula quantile mapping for bias correction of reanalysis air temperature data F. Alidoost et al.
- Appropriate Copula Investigation for Modeling Dependence Structure of Troposperic Delay Data in the Mountainous Area of Central Europe R. Mousavian et al.
- Copula, a new approach for optimum design of Voxel-based GNSS tropospheric tomography based on the atmospheric dynamics R. Mousavian et al.
- Alternative Approach for Estimation of Precipitation Using Doppler Weather Radar Data R. Maity et al.
- The potential of cellular network infrastructures for sudden rainfall monitoring in dry climate regions N. David et al.
- Rainfall estimation using moving cars as rain gauges – laboratory experiments E. Rabiei et al.
- Uncertainty analysis of urban sewer system using spatial simulation of radar rainfall fields: New York City case study A. Hamidi et al.
- Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results A. Langousis et al.
- Future high- and low-flow estimations for Central Vietnam: a hydro-meteorological modelling chain approach Q. Dang et al.
- A multivariate extreme wave and storm surge climate emulator based on weather patterns A. Rueda et al.
- Copula-based modeling of dependence structure in geodesy and GNSS applications: case study for zenith tropospheric delay in complex terrain R. Mousavian et al.
- The use of bivariate copulas for bias correction of reanalysis air temperature data F. Alidoost et al.
- Copula‐based downscaling of daily precipitation fields M. Lorenz et al.
- Stochastic Reconstruction and Interpolation of Precipitation Fields Using Combined Information of Commercial Microwave Links and Rain Gauges B. Haese et al.
- Stochastic bias correction of dynamically downscaled precipitation fields for Germany through Copula-based integration of gridded observation data G. Mao et al.
- Ege Denizi Bağıl Deniz Seviyesi Değişimlerinde Kapula Fonksiyonları İle Trend Analizleri A. YAVUZDOĞAN & E. TANIR KAYIKÇI
- On extension of 2-copulas for information fusion A. Tehrani & M. Aggarwal
- Applying bias correction for merging rain gauge and radar data E. Rabiei & U. Haberlandt
- Physics Parameterization Selection in RCM and ESM Simulations Revisited: New Supporting Approach Based on Empirical Copulas P. Laux et al.
- Spatiotemporal bias correction of satellite precipitation products using multimodel techniques over temporally coherent clusters in South Peninsular India S. M R et al.
- Vine Copula Ensemble Downscaling for Precipitation Projection Over the Loess Plateau Based on High‐Resolution Multi‐RCM Outputs C. Sun et al.
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