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Here, we benchmark the capability of several lumped hydrological models across Great Britain, by focusing on daily flow and peak flow simulation. Four hydrological model structures from the Framework for Understanding Structural Errors (FUSE) were applied to over 1000 catchments in England, Wales and Scotland. Model performance was then evaluated using standard performance metrics for daily flows, and novel performance metrics for peak flows considering parameter uncertainty.
Our results show that lumped hydrological models were able to produce adequate simulations across most of Great Britain, with each model producing simulations exceeding 0.5 Nash Sutcliffe efficiency for at least 80% of catchments. All four models showed a similar spatial pattern of performance, producing better simulations in the wetter catchments to the west, and poor model performance in Scotland and southeast England. Poor model performance was often linked to the catchment water balance, with models unable to capture the catchment hydrology where the water balance did not close. Overall, performance was similar between model structures, but different models performed better for different catchment characteristics and metrics, as well as for assessing daily or peak flows, leading to the ensemble of model structures outperforming any single structure thus demonstrating the value of using multi-model structures across a large sample of different catchment behaviours.
This research evaluates what conceptual lumped models can achieve as a performance benchmark, as well as providing interesting insights into where and why these simple models may fail. The large number of river catchments included in this study makes it an appropriate benchmark for any future developments of a national model of Great Britain.
|Number of pages||22|
|Journal||Hydrology and Earth System Sciences|
|Publication status||Published - 30 Sep 2019|
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- 1 Finished
National-scale hydrological modelling of high flows across Great Britain: multi-model structures, regionalisation approaches and climate change analysis with uncertaintyAuthor: Lane, R. A., 21 Jan 2021
Supervisor: Freer, J. (Supervisor), Coxon, G. (Supervisor) & Wagener, T. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)File
Freer, J. (Creator), Coxon, G. (Creator), Lane, R. A. (Creator) & Wagener, T. (Contributor), University of Bristol, 2 Jul 2019
DOI: 10.5523/bris.3ma509dlakcf720aw8x82aq4tm, http://data.bris.ac.uk/data/dataset/3ma509dlakcf720aw8x82aq4tm
HPC (High Performance Computing) Facility
Sadaf R Alam (Manager), Steven A Chapman (Manager), Polly E Eccleston (Other), Simon H Atack (Other) & D A G Williams (Manager)
Professor Penny J Johnes
- Hydrology - Professor of Biogeochemistry
- School of Geographical Sciences - Professor of Biogeochemistry
- Cabot Institute for the Environment