Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.5194/hess-22-5081-2018 |
Rainfall-runoff modelling using river-stage time series in the absence of reliable discharge information: a case study in the semi-arid Mara River basin | |
Hulsman, Petra; Bogaard, Thom A.; Savenije, Hubert H. G. | |
通讯作者 | Hulsman, Petra |
来源期刊 | HYDROLOGY AND EARTH SYSTEM SCIENCES
![]() |
ISSN | 1027-5606 |
EISSN | 1607-7938 |
出版年 | 2018 |
卷号 | 22期号:10页码:5081-5095 |
英文摘要 | Hydrological models play an important role in water resources management. These models generally rely on discharge data for calibration. Discharge time series are normally derived from observed water levels by using a rating curve. However, this method suffers from many uncertainties due to insufficient observations, inadequate rating curve fitting procedures, rating curve extrapolation, and temporal changes in the river geometry. Unfortunately, this problem is prominent in many African river basins. In this study, an alternative calibration method is presented using water-level time series instead of discharge, applied to a semi-distributed rainfall-runoff model for the semi-arid and poorly gauged Mara River basin in Kenya. The modelled discharges were converted into water levels using the Stickler-Manning formula. This method produces an additional model output; this is a "geometric rating curve equation" that relates the modelled discharge to the observed water level using the Stickler-Manning formula and a calibrated slope-roughness parameter. This procedure resulted in good and consistent model results during calibration and validation. The hydrological model was able to reproduce the water levels for the entire basin as well as for the Nyangores sub-catchment in the north. The newly derived geometric rating curves were subsequently compared to the existing rating curves. At the catchment outlet of the Mara, these differed significantly, most likely due to uncertainties in the recorded discharge time series. However, at the "Nyangores" sub-catchment, the geometric and recorded discharge were almost identical. In conclusion, the results obtained for the Mara River basin illustrate that with the proposed calibration method, the water-level time series can be simulated well, and that the discharge-water-level relation can also be derived, even in catchments with uncertain or lacking rating curve information. |
类型 | Article |
语种 | 英语 |
国家 | Netherlands |
收录类别 | SCI-E |
WOS记录号 | WOS:000446090200002 |
WOS关键词 | ARTIFICIAL NEURAL-NETWORK ; RATING-CURVE UNCERTAINTY ; SATELLITE RADAR ALTIMETRY ; ZONE STORAGE CAPACITY ; WATER-LEVEL ; HYDROLOGICAL MODELS ; HYDRODYNAMIC MODEL ; UNGAUGED BASINS ; FLEX-TOPO ; CALIBRATION |
WOS类目 | Geosciences, Multidisciplinary ; Water Resources |
WOS研究方向 | Geology ; Water Resources |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/209933 |
作者单位 | Delft Univ Technol, Fac Civil Engn & Geosci, Water Resources Sect, Stevinweg 1, NL-2628 CN Delft, Netherlands |
推荐引用方式 GB/T 7714 | Hulsman, Petra,Bogaard, Thom A.,Savenije, Hubert H. G.. Rainfall-runoff modelling using river-stage time series in the absence of reliable discharge information: a case study in the semi-arid Mara River basin[J],2018,22(10):5081-5095. |
APA | Hulsman, Petra,Bogaard, Thom A.,&Savenije, Hubert H. G..(2018).Rainfall-runoff modelling using river-stage time series in the absence of reliable discharge information: a case study in the semi-arid Mara River basin.HYDROLOGY AND EARTH SYSTEM SCIENCES,22(10),5081-5095. |
MLA | Hulsman, Petra,et al."Rainfall-runoff modelling using river-stage time series in the absence of reliable discharge information: a case study in the semi-arid Mara River basin".HYDROLOGY AND EARTH SYSTEM SCIENCES 22.10(2018):5081-5095. |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。