Rainfall-runoff simulation using satellite rainfall in a scarce data catchment

IF 1.4 Q4 WATER RESOURCES Journal of Applied Water Engineering and Research Pub Date : 2021-03-01 DOI:10.1080/23249676.2021.1884617

Peiman Parisouj, Taesam Lee, Hamid Mohebzadeh, Hadi Mohammadzadeh Khani

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引用次数: 4

Abstract

This study investigates the performance of TRMM and PERSIANN satellite rainfall data as input in a reliable rainfall-runoff model in order to provide information to the flood early warning for the Voshmgir Dam, Iran. Calibration of both continuous daily rainfall-runoff and an event-based flood was done using HEC-HMS Nelder-Mead (NM) method. Furthermore, simulations based on daily versus 3-hourly TRMM were compared to evaluate the effect of input time-step of rainfall-runoff model. Results show that the deficit and constant loss method is able to successfully predict the observed runoff. In addition, the Green-Ampt method using 3-hourly TRMM data showed a good capability to simulate daily peak discharges. The current study demonstrates the suitability of HEC-HMS for continuous and event-based runoff simulation in a complex watershed. Therefore, this research will have a significant contribution to the future development of water resources planning in this catchment in particular and in other data-scarce catchments.

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利用卫星降雨在稀缺数据集水区进行降雨径流模拟

本文研究了TRMM和PERSIANN卫星降雨数据作为可靠降雨径流模型输入的性能，以便为伊朗voshmir大坝的洪水预警提供信息。使用HEC-HMS Nelder-Mead (NM)方法对连续日降雨径流和基于事件的洪水进行了校准。此外，还比较了基于日和3小时TRMM的模拟，以评估降雨径流模型输入时间步长的影响。结果表明，亏缺法和等损失法能较好地预测实测径流。此外，使用3小时TRMM数据的Green-Ampt方法显示出很好的模拟日峰值放电的能力。目前的研究证明了HEC-HMS在复杂流域连续和基于事件的径流模拟中的适用性。因此，本研究将对该流域水资源规划的未来发展做出重大贡献，特别是在其他数据稀缺的流域。

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来源期刊

Journal of Applied Water Engineering and Research WATER RESOURCES-

CiteScore

2.90

自引率

16.70%

发文量

期刊介绍： JAWER’s paradigm-changing (online only) articles provide directly applicable solutions to water engineering problems within the whole hydrosphere (rivers, lakes groundwater, estuaries, coastal and marine waters) covering areas such as: integrated water resources management and catchment hydraulics hydraulic machinery and structures hydraulics applied to water supply, treatment and drainage systems (including outfalls) water quality, security and governance in an engineering context environmental monitoring maritime hydraulics ecohydraulics flood risk modelling and management water related hazards desalination and re-use.