Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa

Study region: Selected countries in southern Africa. Study focus: The study uses a combination of a monthly rainfall-runoff model and a daily rainfall based disaggregation method to simulate daily flows. The two models were forced with different rainfall data (local and global) and the results exami...

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Main Authors: D.A. Hughes, A. Slaughter
Format: Article
Language:English
Published: Elsevier 2015-09-01
Series:Journal of Hydrology: Regional Studies
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214581815000555
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author D.A. Hughes
A. Slaughter
author_facet D.A. Hughes
A. Slaughter
author_sort D.A. Hughes
collection DOAJ
description Study region: Selected countries in southern Africa. Study focus: The study uses a combination of a monthly rainfall-runoff model and a daily rainfall based disaggregation method to simulate daily flows. The two models were forced with different rainfall data (local and global) and the results examined to determine the major reasons for modelling success or failure. New hydrological insights for the region: There are substantial regional differences in the success of the monthly hydrological model, which inevitably affects the success of the daily disaggregation results. There are also regional differences in the success of using global rainfall data sets (Climatic Research Unit (CRU) datasets for monthly, National Oceanic and Atmospheric Administration African Rainfall Climatology, version 2 (ARC2) satellite data for daily). The overall conclusion is that the disaggregation method presents a parsimonious approach to generating daily flow simulations from existing monthly simulations and that these daily flows are likely to be useful for some purposes (e.g. water quality modelling), but less so for others (e.g. peak flow analysis).
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spelling doaj.art-2f18dbe8c62d46a9bdc21e9fe74fb8492022-12-22T03:21:05ZengElsevierJournal of Hydrology: Regional Studies2214-58182015-09-014PB15317110.1016/j.ejrh.2015.05.011Daily disaggregation of simulated monthly flows using different rainfall datasets in southern AfricaD.A. HughesA. SlaughterStudy region: Selected countries in southern Africa. Study focus: The study uses a combination of a monthly rainfall-runoff model and a daily rainfall based disaggregation method to simulate daily flows. The two models were forced with different rainfall data (local and global) and the results examined to determine the major reasons for modelling success or failure. New hydrological insights for the region: There are substantial regional differences in the success of the monthly hydrological model, which inevitably affects the success of the daily disaggregation results. There are also regional differences in the success of using global rainfall data sets (Climatic Research Unit (CRU) datasets for monthly, National Oceanic and Atmospheric Administration African Rainfall Climatology, version 2 (ARC2) satellite data for daily). The overall conclusion is that the disaggregation method presents a parsimonious approach to generating daily flow simulations from existing monthly simulations and that these daily flows are likely to be useful for some purposes (e.g. water quality modelling), but less so for others (e.g. peak flow analysis).http://www.sciencedirect.com/science/article/pii/S2214581815000555Hydrological modelsDaily disaggregationSouthern AfricaRainfall datasets
spellingShingle D.A. Hughes
A. Slaughter
Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa
Journal of Hydrology: Regional Studies
Hydrological models
Daily disaggregation
Southern Africa
Rainfall datasets
title Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa
title_full Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa
title_fullStr Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa
title_full_unstemmed Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa
title_short Daily disaggregation of simulated monthly flows using different rainfall datasets in southern Africa
title_sort daily disaggregation of simulated monthly flows using different rainfall datasets in southern africa
topic Hydrological models
Daily disaggregation
Southern Africa
Rainfall datasets
url http://www.sciencedirect.com/science/article/pii/S2214581815000555
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