Articles | Volume 18, issue 8
https://doi.org/10.5194/hess-18-3015-2014
© Author(s) 2014. 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-18-3015-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
14 Aug 2014
Research article |
| 14 Aug 2014
Simulation of rainfall time series from different climatic regions using the direct sampling technique
F. Oriani
Centre for Hydrogeology and Geothermics, University of Neuchâtel, Neuchâtel, Switzerland
J. Straubhaar
Centre for Hydrogeology and Geothermics, University of Neuchâtel, Neuchâtel, Switzerland
P. Renard
Centre for Hydrogeology and Geothermics, University of Neuchâtel, Neuchâtel, Switzerland
G. Mariethoz
School of Civil and Environmental Engineering, University of New South Wales, Sydney, New South Wales, Australia
Viewed
Total article views: 4,441 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Mar 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,255 | 2,017 | 169 | 4,441 | 166 | 142 |
- HTML: 2,255
- PDF: 2,017
- XML: 169
- Total: 4,441
- BibTeX: 166
- EndNote: 142
Total article views: 3,176 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Aug 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,847 | 1,186 | 143 | 3,176 | 155 | 138 |
- HTML: 1,847
- PDF: 1,186
- XML: 143
- Total: 3,176
- BibTeX: 155
- EndNote: 138
Total article views: 1,265 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Mar 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 408 | 831 | 26 | 1,265 | 11 | 4 |
- HTML: 408
- PDF: 831
- XML: 26
- Total: 1,265
- BibTeX: 11
- EndNote: 4
Cited
47 citations as recorded by crossref.
- Generating synthetic rainfall with geostatistical simulations L. Benoit & G. Mariethoz 10.1002/wat2.1199
- Improving radar rainfall estimation by merging point rainfall measurements within a model combination framework M. Hasan et al. 10.1016/j.advwatres.2016.09.011
- Gap-Filling of Landsat 7 Imagery Using the Direct Sampling Method G. Yin et al. 10.3390/rs9010012
- Locality-based 3-D multiple-point statistics reconstruction using 2-D geological cross sections Q. Chen et al. 10.5194/hess-22-6547-2018
- Simulating rainfall time-series: how to account for statistical variability at multiple scales? F. Oriani et al. 10.1007/s00477-017-1414-z
- Simulating precipitation in the Northeast United States using a climate‐informed K‐nearest neighbour algorithm S. Armal et al. 10.1002/hyp.13853
- Fracture density reconstruction using direct sampling multiple-point statistics and extreme value theory A. Tanaka et al. 10.1016/j.acags.2024.100161
- On the role of patterns in understanding the functioning of soil-vegetation-atmosphere systems H. Vereecken et al. 10.1016/j.jhydrol.2016.08.053
- Improvements and Applications in Climate Data Analysis for Determining Reference Rainfall Years C. Albright & H. Schramm 10.1175/JAMC-D-17-0267.1
- Long-term spatiotemporal variability in occurrences of wet and dry days across South Mongolian Plateau Y. Wang et al. 10.1016/j.atmosres.2021.105795
- Relating forecast and satellite precipitation to generate future skillful ensemble forecasts over the northwest Himalayas at major avalanche and glacier sites A. Singhal et al. 10.1016/j.jhydrol.2022.128795
- Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia N. Farhani et al. 10.1016/j.envsoft.2022.105448
- Direct Sampling for Spatially Variable Extreme Event Generation in Resampling‐Based Stochastic Weather Generators J. Guevara et al. 10.1029/2022MS003542
- A space and time scale‐dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature S. Jha et al. 10.1002/2014WR016729
- 3D Geological Image Synthesis From 2D Examples Using Generative Adversarial Networks G. Coiffier et al. 10.3389/frwa.2020.560598
- Quantification of Uncertainty Associated with Evidence Layers in Mineral Prospectivity Mapping Using Direct Sampling and Convolutional Neural Network F. Yang et al. 10.1007/s11053-022-10144-6
- Multiple-point geostatistics-based spatial downscaling of heavy rainfall fields W. Zou et al. 10.1016/j.jhydrol.2024.130899
- Investigating extreme scenarios with multiple-point geostatistics and variance maximization M. Abdollahifard et al. 10.1007/s00477-019-01759-y
- Missing data simulation inside flow rate time-series using multiple-point statistics F. Oriani et al. 10.1016/j.envsoft.2016.10.002
- Nonstationary stochastic rain type generation: accounting for climate drivers L. Benoit et al. 10.5194/hess-24-2841-2020
- Enduring effect of permeability texture for enhancing accuracy and reducing uncertainty of reservoir fluid flow through porous media A. Azamifard et al. 10.1007/s12182-019-00366-4
- Pilot Point Optimization of Mining Boundaries for Lateritic Metal Deposits: Finding the Trade-off Between Dilution and Ore Loss Y. Dagasan et al. 10.1007/s11053-018-9380-9
- Stochastic modeling of gridded short-term rainstorms S. Wu et al. 10.2166/nh.2021.002
- Reconstruction of High-Resolution 3D GPR Data from 2D Profiles: A Multiple-Point Statistical Approach C. Zhang et al. 10.3390/rs16122084
- Multiple-point statistics using multi-resolution images J. Straubhaar et al. 10.1007/s00477-020-01770-8
- Simulating Small‐Scale Rainfall Fields Conditioned by Weather State and Elevation: A Data‐Driven Approach Based on Rainfall Radar Images F. Oriani et al. 10.1002/2017WR020876
- Automatic Parameter Tuning of Multiple-Point Statistical Simulations for Lateritic Bauxite Deposits Y. Dagasan et al. 10.3390/min8050220
- Performance evaluation of satellite-based rainfall products on hydrological modeling for a transboundary catchment in northwest Africa E. Guermazi et al. 10.1007/s00704-019-02928-3
- Mapping high-resolution basal topography of West Antarctica from radar data using non-stationary multiple-point geostatistics (MPS-BedMappingV1) Z. Yin et al. 10.5194/gmd-15-1477-2022
- Conditional multiple-point geostatistical simulation for unevenly distributed sample data Q. Chen et al. 10.1007/s00477-019-01671-5
- Downscaling Multispectral Satellite Images Without Colocated High-Resolution Data: A Stochastic Approach Based on Training Images F. Oriani et al. 10.1109/TGRS.2020.3008015
- Integrating multiple scales of hydraulic conductivity measurements in training image-based stochastic models K. Mahmud et al. 10.1002/2014WR016150
- An application of multiple‐point statistics downscaling approach over North‐West Himalayas in avalanche‐prone areas A. Singhal & S. Jha 10.1002/joc.7342
- Missing Data Imputation for Multisite Rainfall Networks: A Comparison between Geostatistical Interpolation and Pattern-Based Estimation on Different Terrain Types F. Oriani et al. 10.1175/JHM-D-19-0220.1
- Stochastic generation of daily precipitation considering diverse model complexity and climates Z. Li & X. Shi 10.1007/s00704-018-2638-7
- CHDS: conflict handling in direct sampling for stochastic simulation of spatial variables H. Soltan Mohammadi et al. 10.1007/s00477-020-01801-4
- Feature-preserving interpolation and filtering of environmental time series G. Mariethoz et al. 10.1016/j.envsoft.2015.07.001
- Ice volume and basal topography estimation using geostatistical methods and ground-penetrating radar measurements: application to the Tsanfleuron and Scex Rouge glaciers, Swiss Alps A. Neven et al. 10.5194/tc-15-5169-2021
- Exploring denoising diffusion probabilistic model for daily streamflow gap filling in Central Asia typical watersheds G. He et al. 10.1016/j.ejrh.2024.101701
- Gap-filling of daily streamflow time series using Direct Sampling in various hydroclimatic settings M. Dembélé et al. 10.1016/j.jhydrol.2018.11.076
- A review of geostatistical simulation models applied to satellite remote sensing: Methods and applications F. Zakeri & G. Mariethoz 10.1016/j.rse.2021.112381
- Reconstruction of Missing GPR Data Using Multiple-Point Statistical Simulation C. Zhang et al. 10.1109/TGRS.2024.3353482
- Influence of output size of stochastic weather generators on common climate and hydrological statistical indices A. Alodah & O. Seidou 10.1007/s00477-020-01825-w
- Constraining distance-based multipoint simulations to proportions and trends G. Mariethoz et al. 10.1016/j.envsoft.2015.07.007
- Using Training Images to Build Model Ensembles with Structural Variability G. Pirot 10.1111/gwat.12556
- Riparian Lowlands in Clay Till Landscapes: Part I—Heterogeneity of Flow Paths and Water Balances R. Petersen et al. 10.1029/2019WR025808
- Improving Bowen-ratio estimates of evaporation using a rejection criterion and multiple-point statistics A. Comunian et al. 10.1016/j.jhydrol.2018.05.050
42 citations as recorded by crossref.
- Generating synthetic rainfall with geostatistical simulations L. Benoit & G. Mariethoz 10.1002/wat2.1199
- Improving radar rainfall estimation by merging point rainfall measurements within a model combination framework M. Hasan et al. 10.1016/j.advwatres.2016.09.011
- Gap-Filling of Landsat 7 Imagery Using the Direct Sampling Method G. Yin et al. 10.3390/rs9010012
- Locality-based 3-D multiple-point statistics reconstruction using 2-D geological cross sections Q. Chen et al. 10.5194/hess-22-6547-2018
- Simulating rainfall time-series: how to account for statistical variability at multiple scales? F. Oriani et al. 10.1007/s00477-017-1414-z
- Simulating precipitation in the Northeast United States using a climate‐informed K‐nearest neighbour algorithm S. Armal et al. 10.1002/hyp.13853
- Fracture density reconstruction using direct sampling multiple-point statistics and extreme value theory A. Tanaka et al. 10.1016/j.acags.2024.100161
- On the role of patterns in understanding the functioning of soil-vegetation-atmosphere systems H. Vereecken et al. 10.1016/j.jhydrol.2016.08.053
- Improvements and Applications in Climate Data Analysis for Determining Reference Rainfall Years C. Albright & H. Schramm 10.1175/JAMC-D-17-0267.1
- Long-term spatiotemporal variability in occurrences of wet and dry days across South Mongolian Plateau Y. Wang et al. 10.1016/j.atmosres.2021.105795
- Relating forecast and satellite precipitation to generate future skillful ensemble forecasts over the northwest Himalayas at major avalanche and glacier sites A. Singhal et al. 10.1016/j.jhydrol.2022.128795
- Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia N. Farhani et al. 10.1016/j.envsoft.2022.105448
- Direct Sampling for Spatially Variable Extreme Event Generation in Resampling‐Based Stochastic Weather Generators J. Guevara et al. 10.1029/2022MS003542
- A space and time scale‐dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature S. Jha et al. 10.1002/2014WR016729
- 3D Geological Image Synthesis From 2D Examples Using Generative Adversarial Networks G. Coiffier et al. 10.3389/frwa.2020.560598
- Quantification of Uncertainty Associated with Evidence Layers in Mineral Prospectivity Mapping Using Direct Sampling and Convolutional Neural Network F. Yang et al. 10.1007/s11053-022-10144-6
- Multiple-point geostatistics-based spatial downscaling of heavy rainfall fields W. Zou et al. 10.1016/j.jhydrol.2024.130899
- Investigating extreme scenarios with multiple-point geostatistics and variance maximization M. Abdollahifard et al. 10.1007/s00477-019-01759-y
- Missing data simulation inside flow rate time-series using multiple-point statistics F. Oriani et al. 10.1016/j.envsoft.2016.10.002
- Nonstationary stochastic rain type generation: accounting for climate drivers L. Benoit et al. 10.5194/hess-24-2841-2020
- Enduring effect of permeability texture for enhancing accuracy and reducing uncertainty of reservoir fluid flow through porous media A. Azamifard et al. 10.1007/s12182-019-00366-4
- Pilot Point Optimization of Mining Boundaries for Lateritic Metal Deposits: Finding the Trade-off Between Dilution and Ore Loss Y. Dagasan et al. 10.1007/s11053-018-9380-9
- Stochastic modeling of gridded short-term rainstorms S. Wu et al. 10.2166/nh.2021.002
- Reconstruction of High-Resolution 3D GPR Data from 2D Profiles: A Multiple-Point Statistical Approach C. Zhang et al. 10.3390/rs16122084
- Multiple-point statistics using multi-resolution images J. Straubhaar et al. 10.1007/s00477-020-01770-8
- Simulating Small‐Scale Rainfall Fields Conditioned by Weather State and Elevation: A Data‐Driven Approach Based on Rainfall Radar Images F. Oriani et al. 10.1002/2017WR020876
- Automatic Parameter Tuning of Multiple-Point Statistical Simulations for Lateritic Bauxite Deposits Y. Dagasan et al. 10.3390/min8050220
- Performance evaluation of satellite-based rainfall products on hydrological modeling for a transboundary catchment in northwest Africa E. Guermazi et al. 10.1007/s00704-019-02928-3
- Mapping high-resolution basal topography of West Antarctica from radar data using non-stationary multiple-point geostatistics (MPS-BedMappingV1) Z. Yin et al. 10.5194/gmd-15-1477-2022
- Conditional multiple-point geostatistical simulation for unevenly distributed sample data Q. Chen et al. 10.1007/s00477-019-01671-5
- Downscaling Multispectral Satellite Images Without Colocated High-Resolution Data: A Stochastic Approach Based on Training Images F. Oriani et al. 10.1109/TGRS.2020.3008015
- Integrating multiple scales of hydraulic conductivity measurements in training image-based stochastic models K. Mahmud et al. 10.1002/2014WR016150
- An application of multiple‐point statistics downscaling approach over North‐West Himalayas in avalanche‐prone areas A. Singhal & S. Jha 10.1002/joc.7342
- Missing Data Imputation for Multisite Rainfall Networks: A Comparison between Geostatistical Interpolation and Pattern-Based Estimation on Different Terrain Types F. Oriani et al. 10.1175/JHM-D-19-0220.1
- Stochastic generation of daily precipitation considering diverse model complexity and climates Z. Li & X. Shi 10.1007/s00704-018-2638-7
- CHDS: conflict handling in direct sampling for stochastic simulation of spatial variables H. Soltan Mohammadi et al. 10.1007/s00477-020-01801-4
- Feature-preserving interpolation and filtering of environmental time series G. Mariethoz et al. 10.1016/j.envsoft.2015.07.001
- Ice volume and basal topography estimation using geostatistical methods and ground-penetrating radar measurements: application to the Tsanfleuron and Scex Rouge glaciers, Swiss Alps A. Neven et al. 10.5194/tc-15-5169-2021
- Exploring denoising diffusion probabilistic model for daily streamflow gap filling in Central Asia typical watersheds G. He et al. 10.1016/j.ejrh.2024.101701
- Gap-filling of daily streamflow time series using Direct Sampling in various hydroclimatic settings M. Dembélé et al. 10.1016/j.jhydrol.2018.11.076
- A review of geostatistical simulation models applied to satellite remote sensing: Methods and applications F. Zakeri & G. Mariethoz 10.1016/j.rse.2021.112381
- Reconstruction of Missing GPR Data Using Multiple-Point Statistical Simulation C. Zhang et al. 10.1109/TGRS.2024.3353482
5 citations as recorded by crossref.
- Influence of output size of stochastic weather generators on common climate and hydrological statistical indices A. Alodah & O. Seidou 10.1007/s00477-020-01825-w
- Constraining distance-based multipoint simulations to proportions and trends G. Mariethoz et al. 10.1016/j.envsoft.2015.07.007
- Using Training Images to Build Model Ensembles with Structural Variability G. Pirot 10.1111/gwat.12556
- Riparian Lowlands in Clay Till Landscapes: Part I—Heterogeneity of Flow Paths and Water Balances R. Petersen et al. 10.1029/2019WR025808
- Improving Bowen-ratio estimates of evaporation using a rejection criterion and multiple-point statistics A. Comunian et al. 10.1016/j.jhydrol.2018.05.050
Saved (preprint)
Latest update: 30 Jun 2025
