Reversing hydrology:estimation of sub-hourly rainfall time-series from streamflow

Kretzschmar, Ann and Tych, Wlodek and Chappell, Nick A (2014) Reversing hydrology:estimation of sub-hourly rainfall time-series from streamflow. Environmental Modelling and Software, 60. pp. 290-301. ISSN 1364-8152

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Abstract

A novel solution to the estimation of catchment rainfall at a sub-hourly resolution from measured streamflow is introduced and evaluated for two basins with markedly different flow pathways and rainfall regimes. It combines a continuous-time transfer function model with regularised derivative estimates obtained using a recursive method with capacity for handling missing data. The method has general implications for off-line estimation of unknown inputs as well as robust estimation of derivatives. It is compared with an existing approach using a range of model metrics, including residuals analysis and visuals; and is shown to recover the salient features of the observed, sub-hourly rainfall, sufficient to produce a precise estimate of streamflow, indistinguishable from the output of the catchment model in response to the observed rainfall data. Results indicate potential for use of this method in environment-related applications for periods lacking sub-hourly rainfall observations.

Item Type:
Journal Article
Journal or Publication Title:
Environmental Modelling and Software
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2300/2302
Subjects:
ID Code:
69801
Deposited By:
Deposited On:
02 Jul 2014 09:30
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Nov 2020 03:50