Articles | Volume 23, issue 12
https://doi.org/10.5194/hess-23-5151-2019
© 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/hess-23-5151-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
19 Dec 2019
Research article |
| 19 Dec 2019
| 19 Dec 2019
Hybrid climate datasets from a climate data evaluation system and their impacts on hydrologic simulations for the Athabasca River basin in Canada
Hyung-Il Eum
CORRESPONDING AUTHOR
Alberta Environment and Parks, Environment Monitoring and Science Division, 3535 Research Road NW, Calgary, Alberta, T2L 2K8, Canada
Anil Gupta
Alberta Environment and Parks, Environment Monitoring and Science Division, 3535 Research Road NW, Calgary, Alberta, T2L 2K8, Canada
Department of Geomatics Engineering, University of Calgary, 2500 University Drive NW, Calgary, Alberta, Canada
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Cited
22 citations as recorded by crossref.
- Effects of univariate and multivariate statistical downscaling methods on climatic and hydrologic indicators for Alberta, Canada H. Eum et al.
- Regional differences in surface air temperature changing patterns from 1960 to 2016 of China Q. Yuan et al.
- Estimation of groundwater contributions to Athabasca River, Alberta, Canada H. Hwang et al.
- Upscaling Models for the Large‐Scale Assessment of Soil Functions A. Wadoux et al.
- The Potential of the Least-Squares Spectral and Cross-Wavelet Analyses for Near-Real-Time Disturbance Detection within Unequally Spaced Satellite Image Time Series E. Ghaderpour & T. Vujadinovic
- Potential changes in climate indices in Alberta under projected global warming of 1.5–5 °C H. Eum et al.
- A streamflow-oriented ranking-based methodological framework to combine multiple precipitation datasets across large river basins J. Wong et al.
- Long Term Trend Analysis of River Flow and Climate in Northern Canada M. Zaghloul et al.
- Streamflow generation, hydroclimatic changes, and flood mechanisms in the Sheep River basin on the eastern slopes of the Canadian Rockies C. Vidrio-Sahagún et al.
- Daily and Monthly Scale Comparisons of Three Gridded Precipitation Datasets over the British Columbia Province, Canada R. Ogawa et al.
- Enhancing drought monitoring in Southern Alberta: A comparative evaluation of drought indices for regional applicability S. Aryal et al.
- Wavelet-based spatiotemporal analyses of climate and vegetation for the Athabasca river basin in Canada H. Dastour et al.
- Assessment of seven different global climate models for historical temperature and precipitation in Hatay, Türkiye M. Ozbuldu & A. Irvem
- Application of the Least-Squares Wavelet software in hydrology: Athabasca River Basin E. Ghaderpour et al.
- Attribution of the Climate and Land Use Change Impact on the Hydrological Processes of Athabasca River Basin, Canada S. Aryal et al.
- Evaluation of potential changes in landslide susceptibility and landslide occurrence frequency in China under climate change Q. Lin et al.
- Impact-Based Critical Areal Rainfall for Early Flood Warning: A Case Study of Zhulong River Watershed in the Upper Reaches of the Xiong’an New Area L. Si et al.
- Analysis of forest fire patterns and their relationship with climate variables in Alberta's natural subregions H. Dastour et al.
- A 1 km monthly dataset of historical and future climate changes over China X. Hu et al.
- Macroscale composite principal-monotonicity distributed projection of climate-induced hydrologic changes: Tempo-spatial variabilities, and variation decompositions G. Cheng et al.
- A multidimensional machine learning framework for LST reconstruction and climate variable analysis in forest fire occurrence H. Dastour & Q. Hassan
- Amplified impacts of multi-year La Niñas on soil moisture compared to single-year La Niñas T. Zhu et al.
22 citations as recorded by crossref.
- Effects of univariate and multivariate statistical downscaling methods on climatic and hydrologic indicators for Alberta, Canada H. Eum et al.
- Regional differences in surface air temperature changing patterns from 1960 to 2016 of China Q. Yuan et al.
- Estimation of groundwater contributions to Athabasca River, Alberta, Canada H. Hwang et al.
- Upscaling Models for the Large‐Scale Assessment of Soil Functions A. Wadoux et al.
- The Potential of the Least-Squares Spectral and Cross-Wavelet Analyses for Near-Real-Time Disturbance Detection within Unequally Spaced Satellite Image Time Series E. Ghaderpour & T. Vujadinovic
- Potential changes in climate indices in Alberta under projected global warming of 1.5–5 °C H. Eum et al.
- A streamflow-oriented ranking-based methodological framework to combine multiple precipitation datasets across large river basins J. Wong et al.
- Long Term Trend Analysis of River Flow and Climate in Northern Canada M. Zaghloul et al.
- Streamflow generation, hydroclimatic changes, and flood mechanisms in the Sheep River basin on the eastern slopes of the Canadian Rockies C. Vidrio-Sahagún et al.
- Daily and Monthly Scale Comparisons of Three Gridded Precipitation Datasets over the British Columbia Province, Canada R. Ogawa et al.
- Enhancing drought monitoring in Southern Alberta: A comparative evaluation of drought indices for regional applicability S. Aryal et al.
- Wavelet-based spatiotemporal analyses of climate and vegetation for the Athabasca river basin in Canada H. Dastour et al.
- Assessment of seven different global climate models for historical temperature and precipitation in Hatay, Türkiye M. Ozbuldu & A. Irvem
- Application of the Least-Squares Wavelet software in hydrology: Athabasca River Basin E. Ghaderpour et al.
- Attribution of the Climate and Land Use Change Impact on the Hydrological Processes of Athabasca River Basin, Canada S. Aryal et al.
- Evaluation of potential changes in landslide susceptibility and landslide occurrence frequency in China under climate change Q. Lin et al.
- Impact-Based Critical Areal Rainfall for Early Flood Warning: A Case Study of Zhulong River Watershed in the Upper Reaches of the Xiong’an New Area L. Si et al.
- Analysis of forest fire patterns and their relationship with climate variables in Alberta's natural subregions H. Dastour et al.
- A 1 km monthly dataset of historical and future climate changes over China X. Hu et al.
- Macroscale composite principal-monotonicity distributed projection of climate-induced hydrologic changes: Tempo-spatial variabilities, and variation decompositions G. Cheng et al.
- A multidimensional machine learning framework for LST reconstruction and climate variable analysis in forest fire occurrence H. Dastour & Q. Hassan
- Amplified impacts of multi-year La Niñas on soil moisture compared to single-year La Niñas T. Zhu et al.
Saved (final revised paper)
Latest update: 29 Apr 2026
Short summary
As numerous high-resolution historical gridded climate datasets are available in Alberta, many previous works have simply combined multiple climate datasets without pre-assessment, which may cause unreliable outputs. This study suggested a systematic climate data evaluation system and generated a new performance-based climate dataset. This study proved that the new dataset is a better representation of historical climate conditions, enhancing hydrologic simulations.
As numerous high-resolution historical gridded climate datasets are available in Alberta, many...
