Articles | Volume 8, issue 3
https://doi.org/10.5194/gmd-8-579-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-8-579-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Model evaluation paper
| 
12 Mar 2015
Model evaluation paper |
| 12 Mar 2015
A statistical downscaling method for daily air temperature in data-sparse, glaciated mountain environments
Institute of Meteorology and Geophysics, University of Innsbruck, Innsbruck, Austria
B. Marzeion
Institute of Meteorology and Geophysics, University of Innsbruck, Innsbruck, Austria
Climate System Research Group, Institute of Geography, Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Nuremberg, Germany
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Cited
18 citations as recorded by crossref.
- Hourly temperature downscaling method based on clustering and linear transformation: Utilizing mean, maximum, and minimum temperatures Y. Hsiao https://doi.org/10.1016/j.enbuild.2024.114975
- Observational evidence of the combined influence of atmospheric circulations and local factors on near‐surface meteorology in Dagze Co basin, inner Tibetan Plateau W. Yang et al. https://doi.org/10.1002/joc.5316
- Downscaling of surface air temperature over the Tibetan Plateau based on DEM L. Ding et al. https://doi.org/10.1016/j.jag.2018.05.017
- Integrating Machine Learning with Adaptive Kalman Filtering to Downscale GFS Air Temperature Forecasts in Mountainous Areas G. Zhang et al. https://doi.org/10.3390/rs18111829
- Evaluation of Reanalysis Precipitation Data and Potential Bias Correction Methods for Use in Data-Scarce Areas V. Garibay et al. https://doi.org/10.1007/s11269-021-02804-8
- Downscaling precipitation and temperature in the Andes: applied methods and performance—a systematic review protocol S. Núñez Mejía et al. https://doi.org/10.1186/s13750-023-00323-0
- ENSO influence on surface energy and mass balance at Shallap Glacier, Cordillera Blanca, Peru F. Maussion et al. https://doi.org/10.5194/tc-9-1663-2015
- Construction of surface air temperature over the Tibetan Plateau based on generative adversarial networks Y. Yang et al. https://doi.org/10.1002/joc.7886
- Comparison of the meteorology and surface energy fluxes of debris-free and debris-covered glaciers in the southeastern Tibetan Plateau W. YANG et al. https://doi.org/10.1017/jog.2017.77
- A Physically Based Algorithm for Downscaling Temperature in Complex Terrain P. Sheridan et al. https://doi.org/10.1175/JAMC-D-17-0140.1
- Estimation of high spatial resolution all-weather near-surface air temperature using FY-4A AGRI observations H. Liu et al. https://doi.org/10.1016/j.atmosres.2023.106642
- Downscaling Hourly Air Temperature of WRF Simulations Over Complex Topography: A Case Study of Chongli District in Hebei Province, China G. Zhang et al. https://doi.org/10.1029/2021JD035542
- Modelling glacier mass balance and climate sensitivity in the context of sparse observations: application to Saskatchewan Glacier, western Canada C. Kinnard et al. https://doi.org/10.5194/tc-16-3071-2022
- The role of meteorological forcing and snow model complexity in winter glacier mass balance estimation, Columbia River basin, Canada M. Mortezapour et al. https://doi.org/10.1002/hyp.13929
- Teleconnections between the Peruvian Central Andes and Northeast Brazil during Extreme Rainfall Events in Austral Summer J. Sulca et al. https://doi.org/10.1175/JHM-D-15-0034.1
- Validation of ERA5-Land temperature and relative humidity on four Peruvian glaciers using on-glacier observations M. Bonshoms et al. https://doi.org/10.1007/s11629-022-7388-4
- Evaluating Predictor Strategies for Regression-Based Downscaling with a Focus on Glacierized Mountain Environments M. Hofer et al. https://doi.org/10.1175/JAMC-D-16-0215.1
- Extending Limited In Situ Mountain Weather Observations to the Baseline Climate: A True Verification Case Study M. Hofer & J. Horak https://doi.org/10.3390/atmos11111256
18 citations as recorded by crossref.
- Hourly temperature downscaling method based on clustering and linear transformation: Utilizing mean, maximum, and minimum temperatures Y. Hsiao https://doi.org/10.1016/j.enbuild.2024.114975
- Observational evidence of the combined influence of atmospheric circulations and local factors on near‐surface meteorology in Dagze Co basin, inner Tibetan Plateau W. Yang et al. https://doi.org/10.1002/joc.5316
- Downscaling of surface air temperature over the Tibetan Plateau based on DEM L. Ding et al. https://doi.org/10.1016/j.jag.2018.05.017
- Integrating Machine Learning with Adaptive Kalman Filtering to Downscale GFS Air Temperature Forecasts in Mountainous Areas G. Zhang et al. https://doi.org/10.3390/rs18111829
- Evaluation of Reanalysis Precipitation Data and Potential Bias Correction Methods for Use in Data-Scarce Areas V. Garibay et al. https://doi.org/10.1007/s11269-021-02804-8
- Downscaling precipitation and temperature in the Andes: applied methods and performance—a systematic review protocol S. Núñez Mejía et al. https://doi.org/10.1186/s13750-023-00323-0
- ENSO influence on surface energy and mass balance at Shallap Glacier, Cordillera Blanca, Peru F. Maussion et al. https://doi.org/10.5194/tc-9-1663-2015
- Construction of surface air temperature over the Tibetan Plateau based on generative adversarial networks Y. Yang et al. https://doi.org/10.1002/joc.7886
- Comparison of the meteorology and surface energy fluxes of debris-free and debris-covered glaciers in the southeastern Tibetan Plateau W. YANG et al. https://doi.org/10.1017/jog.2017.77
- A Physically Based Algorithm for Downscaling Temperature in Complex Terrain P. Sheridan et al. https://doi.org/10.1175/JAMC-D-17-0140.1
- Estimation of high spatial resolution all-weather near-surface air temperature using FY-4A AGRI observations H. Liu et al. https://doi.org/10.1016/j.atmosres.2023.106642
- Downscaling Hourly Air Temperature of WRF Simulations Over Complex Topography: A Case Study of Chongli District in Hebei Province, China G. Zhang et al. https://doi.org/10.1029/2021JD035542
- Modelling glacier mass balance and climate sensitivity in the context of sparse observations: application to Saskatchewan Glacier, western Canada C. Kinnard et al. https://doi.org/10.5194/tc-16-3071-2022
- The role of meteorological forcing and snow model complexity in winter glacier mass balance estimation, Columbia River basin, Canada M. Mortezapour et al. https://doi.org/10.1002/hyp.13929
- Teleconnections between the Peruvian Central Andes and Northeast Brazil during Extreme Rainfall Events in Austral Summer J. Sulca et al. https://doi.org/10.1175/JHM-D-15-0034.1
- Validation of ERA5-Land temperature and relative humidity on four Peruvian glaciers using on-glacier observations M. Bonshoms et al. https://doi.org/10.1007/s11629-022-7388-4
- Evaluating Predictor Strategies for Regression-Based Downscaling with a Focus on Glacierized Mountain Environments M. Hofer et al. https://doi.org/10.1175/JAMC-D-16-0215.1
- Extending Limited In Situ Mountain Weather Observations to the Baseline Climate: A True Verification Case Study M. Hofer & J. Horak https://doi.org/10.3390/atmos11111256
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