Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ...
This dataset was used to test the difference between spatially aggregating optimization error using the mean performance and the median performance across all gauges in the calibration of hydrologic model. Two comparative and parallel model optimization tests are included: one that optimizes mean er...
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2024
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Online Access: | https://dx.doi.org/10.17632/46p72t2rb2.1 https://data.mendeley.com/datasets/46p72t2rb2/1 |
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ftdatacite:10.17632/46p72t2rb2.1 2024-09-15T17:55:11+00:00 Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... Holmes, Tegan 2024 https://dx.doi.org/10.17632/46p72t2rb2.1 https://data.mendeley.com/datasets/46p72t2rb2/1 unknown Mendeley Data https://dx.doi.org/10.17632/46p72t2rb2 Creative Commons Attribution 4.0 International info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 Hydrologic Model Calibration Dataset dataset 2024 ftdatacite https://doi.org/10.17632/46p72t2rb2.110.17632/46p72t2rb2 2024-07-03T13:26:58Z This dataset was used to test the difference between spatially aggregating optimization error using the mean performance and the median performance across all gauges in the calibration of hydrologic model. Two comparative and parallel model optimization tests are included: one that optimizes mean error from all gauges, and a second that optimizes median error. The watershed model used for this research is a CHARM model of the Athabasca River basin, which is included in the dataset. Model calibrations were performed using the OSTRICH program (version 17.12.19), values for 27 parameters covering all simulated hydrological storages were calibrated using the DDS algorithm. One set of calibrations was run with the objective to maximize the mean Kling-Gupta Efficiency (KGE) for 22 gauges, and a second set was run with the objective to maximize the median KGE for the same 22 gauges. Five random seeds and initial solutions were generated and used as starting points for both sets of calibrations. In total, 10 ... Dataset Athabasca River DataCite |
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unknown |
topic |
Hydrologic Model Calibration |
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Hydrologic Model Calibration Holmes, Tegan Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... |
topic_facet |
Hydrologic Model Calibration |
description |
This dataset was used to test the difference between spatially aggregating optimization error using the mean performance and the median performance across all gauges in the calibration of hydrologic model. Two comparative and parallel model optimization tests are included: one that optimizes mean error from all gauges, and a second that optimizes median error. The watershed model used for this research is a CHARM model of the Athabasca River basin, which is included in the dataset. Model calibrations were performed using the OSTRICH program (version 17.12.19), values for 27 parameters covering all simulated hydrological storages were calibrated using the DDS algorithm. One set of calibrations was run with the objective to maximize the mean Kling-Gupta Efficiency (KGE) for 22 gauges, and a second set was run with the objective to maximize the median KGE for the same 22 gauges. Five random seeds and initial solutions were generated and used as starting points for both sets of calibrations. In total, 10 ... |
format |
Dataset |
author |
Holmes, Tegan |
author_facet |
Holmes, Tegan |
author_sort |
Holmes, Tegan |
title |
Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... |
title_short |
Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... |
title_full |
Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... |
title_fullStr |
Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... |
title_full_unstemmed |
Comparing Mean or Median Gauge Performance as Calibration Objective for Hydrologic Models ... |
title_sort |
comparing mean or median gauge performance as calibration objective for hydrologic models ... |
publisher |
Mendeley Data |
publishDate |
2024 |
url |
https://dx.doi.org/10.17632/46p72t2rb2.1 https://data.mendeley.com/datasets/46p72t2rb2/1 |
genre |
Athabasca River |
genre_facet |
Athabasca River |
op_relation |
https://dx.doi.org/10.17632/46p72t2rb2 |
op_rights |
Creative Commons Attribution 4.0 International info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 |
op_doi |
https://doi.org/10.17632/46p72t2rb2.110.17632/46p72t2rb2 |
_version_ |
1810431509599879168 |