HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models
A meta-analysis on 192 peer-reviewed articles reporting on applications of the variable infiltration capacity (VIC) model in a distributed way reveals that the spatial resolution at which the model is applied has increased over the years, while the calibration and validation time interval has remain...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2016-03-01
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| Series: | Hydrology and Earth System Sciences |
| Online Access: | http://www.hydrol-earth-syst-sci.net/20/1069/2016/hess-20-1069-2016.pdf |
| _version_ | 1819075303264223232 |
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| author | L. A. Melsen A. J. Teuling P. J. J. F. Torfs R. Uijlenhoet N. Mizukami M. P. Clark |
| author_facet | L. A. Melsen A. J. Teuling P. J. J. F. Torfs R. Uijlenhoet N. Mizukami M. P. Clark |
| author_sort | L. A. Melsen |
| collection | DOAJ |
| description | A meta-analysis on 192 peer-reviewed articles reporting on applications of the
variable infiltration capacity (VIC) model in a distributed way reveals that
the spatial resolution at which the model is applied has increased over the
years, while the calibration and validation time interval has remained
unchanged. We argue that the calibration and validation time interval should
keep pace with the increase in spatial resolution in order to resolve the
processes that are relevant at the applied spatial resolution. We identified
six time concepts in hydrological models, which all impact the model results
and conclusions. Process-based model evaluation is particularly relevant when
models are applied at hyper-resolution, where stakeholders expect credible
results both at a high spatial and temporal resolution. |
| first_indexed | 2024-12-21T18:23:16Z |
| format | Article |
| id | doaj.art-a130396c13ec47719f8e324885d5eca8 |
| institution | Directory Open Access Journal |
| issn | 1027-5606 1607-7938 |
| language | English |
| last_indexed | 2024-12-21T18:23:16Z |
| publishDate | 2016-03-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Hydrology and Earth System Sciences |
| spelling | doaj.art-a130396c13ec47719f8e324885d5eca82022-12-21T18:54:29ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382016-03-012031069107910.5194/hess-20-1069-2016HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution modelsL. A. Melsen0A. J. Teuling1P. J. J. F. Torfs2R. Uijlenhoet3N. Mizukami4M. P. Clark5Hydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg 3a, 6708 PB Wageningen, the NetherlandsHydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg 3a, 6708 PB Wageningen, the NetherlandsHydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg 3a, 6708 PB Wageningen, the NetherlandsHydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg 3a, 6708 PB Wageningen, the NetherlandsNational Center for Atmospheric Research (NCAR), Boulder, CO, USANational Center for Atmospheric Research (NCAR), Boulder, CO, USAA meta-analysis on 192 peer-reviewed articles reporting on applications of the variable infiltration capacity (VIC) model in a distributed way reveals that the spatial resolution at which the model is applied has increased over the years, while the calibration and validation time interval has remained unchanged. We argue that the calibration and validation time interval should keep pace with the increase in spatial resolution in order to resolve the processes that are relevant at the applied spatial resolution. We identified six time concepts in hydrological models, which all impact the model results and conclusions. Process-based model evaluation is particularly relevant when models are applied at hyper-resolution, where stakeholders expect credible results both at a high spatial and temporal resolution.http://www.hydrol-earth-syst-sci.net/20/1069/2016/hess-20-1069-2016.pdf |
| spellingShingle | L. A. Melsen A. J. Teuling P. J. J. F. Torfs R. Uijlenhoet N. Mizukami M. P. Clark HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models Hydrology and Earth System Sciences |
| title | HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models |
| title_full | HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models |
| title_fullStr | HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models |
| title_full_unstemmed | HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models |
| title_short | HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models |
| title_sort | hess opinions the need for process based evaluation of large domain hyper resolution models |
| url | http://www.hydrol-earth-syst-sci.net/20/1069/2016/hess-20-1069-2016.pdf |
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