Articles | Volume 17, issue 11
https://doi.org/10.5194/hess-17-4481-2013
© Author(s) 2013. 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-17-4481-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Development and comparative evaluation of a stochastic analog method to downscale daily GCM precipitation
S. Hwang
Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, USA
Water Institute, University of Florida, Gainesville, FL, USA
Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, USA
Water Institute, University of Florida, Gainesville, FL, USA
W. D. Graham
Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, USA
Water Institute, University of Florida, Gainesville, FL, USA
Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, USA
Water Institute, University of Florida, Gainesville, FL, USA
Viewed
Total article views: 6,096 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 20 Feb 2013)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,017 | 1,831 | 248 | 6,096 | 153 | 152 |
- HTML: 4,017
- PDF: 1,831
- XML: 248
- Total: 6,096
- BibTeX: 153
- EndNote: 152
Total article views: 4,920 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 13 Nov 2013)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
3,457 | 1,255 | 208 | 4,920 | 131 | 145 |
- HTML: 3,457
- PDF: 1,255
- XML: 208
- Total: 4,920
- BibTeX: 131
- EndNote: 145
Total article views: 1,176 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 20 Feb 2013)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
560 | 576 | 40 | 1,176 | 22 | 7 |
- HTML: 560
- PDF: 576
- XML: 40
- Total: 1,176
- BibTeX: 22
- EndNote: 7
Cited
47 citations as recorded by crossref.
- A Systematic Review of Methods for Investigating Climate Change Impacts on Water-Energy-Food Nexus D. Gao et al. 10.1007/s11269-023-03659-x
- Projecting climate change impacts on hydrological processes on the Tibetan Plateau with model calibration against the glacier inventory data and observed streamflow Q. Zhao et al. 10.1016/j.jhydrol.2019.03.043
- Assessing the resilience of stormwater ponds under climate change: A case study on Grace Lake, Florida, unveiling flood control and water quality implications R. Davtalab et al. 10.1016/j.jhydrol.2024.130987
- Conditional stochastic simulation model for spatial downscaling for assessing the effects of climate change on hydro-meteorological variables T. Lee & T. Ouarda 10.1007/s10584-018-2276-1
- Latent negative precipitation for the delineation of a zero-precipitation area in spatial interpolations T. Lee & J. Shin 10.1038/s41598-021-99888-4
- Potential changes in climate indices in Alberta under projected global warming of 1.5–5 °C H. Eum et al. 10.1016/j.ejrh.2023.101390
- Evaluation of impacts of future climate change and water use scenarios on regional hydrology S. Chang et al. 10.5194/hess-22-4793-2018
- Evaluation of CMIP6 precipitation simulations across different climatic zones: Uncertainty and model intercomparison F. Yazdandoost et al. 10.1016/j.atmosres.2020.105369
- A Novel Reference-Based and Gradient-Guided Deep Learning Model for Daily Precipitation Downscaling L. Xiang et al. 10.3390/atmos13040511
- Bias-corrected and spatially disaggregated seasonal forecasts: a long-term reference forecast product for the water sector in semi-arid regions C. Lorenz et al. 10.5194/essd-13-2701-2021
- Data processing system and spatial-temporal reproducibility assessment of GloSea5 model 10.3741/JKWRA.2016.49.9.761
- Assessment of Climate Change Impacts on Extreme Precipitation Events: Applications of CMIP5 Climate Projections Statistically Downscaled over South Korea J. Sung et al. 10.1155/2018/4720523
- Technical Note: The impact of spatial scale in bias correction of climate model output for hydrologic impact studies E. Maurer et al. 10.5194/hess-20-685-2016
- Hydrological impacts of climate change on rice cultivated riparian wetlands in the Upper Meghna River Basin (Bangladesh and India) M. Rahman et al. 10.1080/02626667.2019.1676427
- A multiscale approach to statistical downscaling of daily precipitation: Israel as a test case D. Sandler et al. 10.1002/joc.8315
- Gaussian Copula Method for Bias Correction of Daily Precipitation Generated by a Dynamical Model M. Kim et al. 10.1175/JAMC-D-18-0089.1
- An intercomparison of multiple statistical downscaling methods for daily precipitation and temperature over China: present climate evaluations Y. Yang et al. 10.1007/s00382-019-04809-x
- Intercomparison of projected changes in climate extremes for South Korea: application of trend preserving statistical downscaling methods to the CMIP5 ensemble H. Eum & A. Cannon 10.1002/joc.4924
- How climate change could affect different cities in Canada and what that means for the risks to the built-environment functions H. Viseh & D. Bristow 10.1016/j.uclim.2023.101639
- The Florida Water and Climate Alliance (FloridaWCA): Developing a Stakeholder–Scientist Partnership to Create Actionable Science in Climate Adaptation and Water Resource Management V. Misra et al. 10.1175/BAMS-D-19-0302.1
- A Bayesian Kriging model applied for spatial downscaling of daily rainfall from GCMs C. Lima et al. 10.1016/j.jhydrol.2021.126095
- How to Choose the Most Proper Representative Climate Model Over a Study Region? a Case Study of Precipitation Simulations in Ireland with NEX-GDDP-CMIP6 Data S. Moradian et al. 10.1007/s11269-023-03665-z
- Bias Correction of Surface Air Temperature and Precipitation in Cordex East Asia Simulation: What Should We Do When Applying Bias Correction? J. Chen et al. 10.2139/ssrn.4092894
- Enhanced performance of CMIP6 climate models in simulating historical precipitation in the Florida Peninsula H. Wang & T. Asefa 10.1002/joc.8479
- Sensitivity of future continental United States water deficit projections to general circulation models, the evapotranspiration estimation method, and the greenhouse gas emission scenario S. Chang et al. 10.5194/hess-20-3245-2016
- Record-Breaking heavy rainfall around Henan Province in 2021 and future projection of extreme conditions under climate change R. Duan et al. 10.1016/j.jhydrol.2023.130102
- Incorporating the logistic regression into a decision-centric assessment of climate change impacts on a complex river system D. Kim et al. 10.5194/hess-23-1145-2019
- Bias correction of surface air temperature and precipitation in CORDEX East Asia simulation: What should we do when applying bias correction? J. Chen et al. 10.1016/j.atmosres.2022.106439
- Statistical Downscaling Multimodel Forecasts for Seasonal Precipitation and Surface Temperature over the Southeastern United States D. Tian et al. 10.1175/JCLI-D-13-00481.1
- Development of a climate‐informed analog downscaling method for Asian regions S. Kim et al. 10.1002/joc.7582
- Embedding spatial variability in rainfall field reconstruction L. Duffaut Espinosa et al. 10.1080/01431161.2018.1433894
- Probability Distributions for a Quantile Mapping Technique for a Bias Correction of Precipitation Data: A Case Study to Precipitation Data Under Climate Change J. Heo et al. 10.3390/w11071475
- GCM‐related uncertainty in forecasting irrigation and design water requirement for paddy rice fields S. Lee et al. 10.1002/joc.5244
- A rank-based approach for correcting systematic biases in spatial disaggregation of coarse-scale climate simulations J. Nahar et al. 10.1016/j.jhydrol.2017.05.045
- Evaluating the aptitude of global climate models fromCMIP5andCMIP6in capturing the historical observations of monsoon rainfall over Sudan from 1946 to 2005 M. Hamadalnel et al. 10.1002/joc.7387
- Keeping Us Honest: Examining Climate States and Transition Probabilities of Precipitation Projections in General Circulation Models T. Panaou et al. 10.1061/(ASCE)WR.1943-5452.0000910
- Projected Heat Waves in Ecuador under Climate Change: Insights from HadGEM-RegCM4 Coupled Model D. Portalanza et al. 10.3390/earth5010005
- Comparative evaluation of different satellite rainfall estimation products and bias correction in the Upper Blue Nile (UBN) basin W. Abera et al. 10.1016/j.atmosres.2016.04.017
- Future Changes in Precipitation Over Northern Europe Based on a Multi-model Ensemble from CMIP6: Focus on Tana River Basin S. Moradian et al. 10.1007/s11269-022-03272-4
- Alteration of hydrologic indicators for Korean catchments under CMIP5 climate projections M. Shin et al. 10.1002/hyp.10948
- Effects of univariate and multivariate statistical downscaling methods on climatic and hydrologic indicators for Alberta, Canada H. Eum et al. 10.1016/j.jhydrol.2020.125065
- Coupling forecast calibration and data‐driven downscaling for generating reliable, high‐resolution, multivariate seasonal climate forecast ensembles at multiple sites A. Schepen et al. 10.1002/joc.6346
- Seasonal Prediction of Regional Reference Evapotranspiration Based on Climate Forecast System Version 2 D. Tian et al. 10.1175/JHM-D-13-087.1
- A tale of integrated regional water supply planning: Meshing socio-economic, policy, governance, and sustainability desires together T. Asefa et al. 10.1016/j.jhydrol.2014.05.047
- Uncertainty in Regional Climate Change Impact Assessment using Bias-Correction Technique for Future Climate Scenarios S. Hwang et al. 10.5389/KSAE.2013.55.4.095
- Intercomparison of multiple statistical downscaling methods: multi-criteria model selection for South Korea H. Eum et al. 10.1007/s00477-016-1312-9
- Co-producing actionable science for water utilities J. Vogel et al. 10.1016/j.cliser.2016.06.003
42 citations as recorded by crossref.
- A Systematic Review of Methods for Investigating Climate Change Impacts on Water-Energy-Food Nexus D. Gao et al. 10.1007/s11269-023-03659-x
- Projecting climate change impacts on hydrological processes on the Tibetan Plateau with model calibration against the glacier inventory data and observed streamflow Q. Zhao et al. 10.1016/j.jhydrol.2019.03.043
- Assessing the resilience of stormwater ponds under climate change: A case study on Grace Lake, Florida, unveiling flood control and water quality implications R. Davtalab et al. 10.1016/j.jhydrol.2024.130987
- Conditional stochastic simulation model for spatial downscaling for assessing the effects of climate change on hydro-meteorological variables T. Lee & T. Ouarda 10.1007/s10584-018-2276-1
- Latent negative precipitation for the delineation of a zero-precipitation area in spatial interpolations T. Lee & J. Shin 10.1038/s41598-021-99888-4
- Potential changes in climate indices in Alberta under projected global warming of 1.5–5 °C H. Eum et al. 10.1016/j.ejrh.2023.101390
- Evaluation of impacts of future climate change and water use scenarios on regional hydrology S. Chang et al. 10.5194/hess-22-4793-2018
- Evaluation of CMIP6 precipitation simulations across different climatic zones: Uncertainty and model intercomparison F. Yazdandoost et al. 10.1016/j.atmosres.2020.105369
- A Novel Reference-Based and Gradient-Guided Deep Learning Model for Daily Precipitation Downscaling L. Xiang et al. 10.3390/atmos13040511
- Bias-corrected and spatially disaggregated seasonal forecasts: a long-term reference forecast product for the water sector in semi-arid regions C. Lorenz et al. 10.5194/essd-13-2701-2021
- Data processing system and spatial-temporal reproducibility assessment of GloSea5 model 10.3741/JKWRA.2016.49.9.761
- Assessment of Climate Change Impacts on Extreme Precipitation Events: Applications of CMIP5 Climate Projections Statistically Downscaled over South Korea J. Sung et al. 10.1155/2018/4720523
- Technical Note: The impact of spatial scale in bias correction of climate model output for hydrologic impact studies E. Maurer et al. 10.5194/hess-20-685-2016
- Hydrological impacts of climate change on rice cultivated riparian wetlands in the Upper Meghna River Basin (Bangladesh and India) M. Rahman et al. 10.1080/02626667.2019.1676427
- A multiscale approach to statistical downscaling of daily precipitation: Israel as a test case D. Sandler et al. 10.1002/joc.8315
- Gaussian Copula Method for Bias Correction of Daily Precipitation Generated by a Dynamical Model M. Kim et al. 10.1175/JAMC-D-18-0089.1
- An intercomparison of multiple statistical downscaling methods for daily precipitation and temperature over China: present climate evaluations Y. Yang et al. 10.1007/s00382-019-04809-x
- Intercomparison of projected changes in climate extremes for South Korea: application of trend preserving statistical downscaling methods to the CMIP5 ensemble H. Eum & A. Cannon 10.1002/joc.4924
- How climate change could affect different cities in Canada and what that means for the risks to the built-environment functions H. Viseh & D. Bristow 10.1016/j.uclim.2023.101639
- The Florida Water and Climate Alliance (FloridaWCA): Developing a Stakeholder–Scientist Partnership to Create Actionable Science in Climate Adaptation and Water Resource Management V. Misra et al. 10.1175/BAMS-D-19-0302.1
- A Bayesian Kriging model applied for spatial downscaling of daily rainfall from GCMs C. Lima et al. 10.1016/j.jhydrol.2021.126095
- How to Choose the Most Proper Representative Climate Model Over a Study Region? a Case Study of Precipitation Simulations in Ireland with NEX-GDDP-CMIP6 Data S. Moradian et al. 10.1007/s11269-023-03665-z
- Bias Correction of Surface Air Temperature and Precipitation in Cordex East Asia Simulation: What Should We Do When Applying Bias Correction? J. Chen et al. 10.2139/ssrn.4092894
- Enhanced performance of CMIP6 climate models in simulating historical precipitation in the Florida Peninsula H. Wang & T. Asefa 10.1002/joc.8479
- Sensitivity of future continental United States water deficit projections to general circulation models, the evapotranspiration estimation method, and the greenhouse gas emission scenario S. Chang et al. 10.5194/hess-20-3245-2016
- Record-Breaking heavy rainfall around Henan Province in 2021 and future projection of extreme conditions under climate change R. Duan et al. 10.1016/j.jhydrol.2023.130102
- Incorporating the logistic regression into a decision-centric assessment of climate change impacts on a complex river system D. Kim et al. 10.5194/hess-23-1145-2019
- Bias correction of surface air temperature and precipitation in CORDEX East Asia simulation: What should we do when applying bias correction? J. Chen et al. 10.1016/j.atmosres.2022.106439
- Statistical Downscaling Multimodel Forecasts for Seasonal Precipitation and Surface Temperature over the Southeastern United States D. Tian et al. 10.1175/JCLI-D-13-00481.1
- Development of a climate‐informed analog downscaling method for Asian regions S. Kim et al. 10.1002/joc.7582
- Embedding spatial variability in rainfall field reconstruction L. Duffaut Espinosa et al. 10.1080/01431161.2018.1433894
- Probability Distributions for a Quantile Mapping Technique for a Bias Correction of Precipitation Data: A Case Study to Precipitation Data Under Climate Change J. Heo et al. 10.3390/w11071475
- GCM‐related uncertainty in forecasting irrigation and design water requirement for paddy rice fields S. Lee et al. 10.1002/joc.5244
- A rank-based approach for correcting systematic biases in spatial disaggregation of coarse-scale climate simulations J. Nahar et al. 10.1016/j.jhydrol.2017.05.045
- Evaluating the aptitude of global climate models fromCMIP5andCMIP6in capturing the historical observations of monsoon rainfall over Sudan from 1946 to 2005 M. Hamadalnel et al. 10.1002/joc.7387
- Keeping Us Honest: Examining Climate States and Transition Probabilities of Precipitation Projections in General Circulation Models T. Panaou et al. 10.1061/(ASCE)WR.1943-5452.0000910
- Projected Heat Waves in Ecuador under Climate Change: Insights from HadGEM-RegCM4 Coupled Model D. Portalanza et al. 10.3390/earth5010005
- Comparative evaluation of different satellite rainfall estimation products and bias correction in the Upper Blue Nile (UBN) basin W. Abera et al. 10.1016/j.atmosres.2016.04.017
- Future Changes in Precipitation Over Northern Europe Based on a Multi-model Ensemble from CMIP6: Focus on Tana River Basin S. Moradian et al. 10.1007/s11269-022-03272-4
- Alteration of hydrologic indicators for Korean catchments under CMIP5 climate projections M. Shin et al. 10.1002/hyp.10948
- Effects of univariate and multivariate statistical downscaling methods on climatic and hydrologic indicators for Alberta, Canada H. Eum et al. 10.1016/j.jhydrol.2020.125065
- Coupling forecast calibration and data‐driven downscaling for generating reliable, high‐resolution, multivariate seasonal climate forecast ensembles at multiple sites A. Schepen et al. 10.1002/joc.6346
5 citations as recorded by crossref.
- Seasonal Prediction of Regional Reference Evapotranspiration Based on Climate Forecast System Version 2 D. Tian et al. 10.1175/JHM-D-13-087.1
- A tale of integrated regional water supply planning: Meshing socio-economic, policy, governance, and sustainability desires together T. Asefa et al. 10.1016/j.jhydrol.2014.05.047
- Uncertainty in Regional Climate Change Impact Assessment using Bias-Correction Technique for Future Climate Scenarios S. Hwang et al. 10.5389/KSAE.2013.55.4.095
- Intercomparison of multiple statistical downscaling methods: multi-criteria model selection for South Korea H. Eum et al. 10.1007/s00477-016-1312-9
- Co-producing actionable science for water utilities J. Vogel et al. 10.1016/j.cliser.2016.06.003
Saved (final revised paper)
Latest update: 19 Nov 2024