Articles | Volume 24, issue 10
Hydrol. Earth Syst. Sci., 24, 4971–4996, 2020
https://doi.org/10.5194/hess-24-4971-2020
Hydrol. Earth Syst. Sci., 24, 4971–4996, 2020
https://doi.org/10.5194/hess-24-4971-2020

Research article 23 Oct 2020

Research article | 23 Oct 2020

Hierarchical sensitivity analysis for a large-scale process-based hydrological model applied to an Amazonian watershed

Haifan Liu et al.

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Interactive discussion

Status: closed
Status: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
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Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision
ED: Reconsider after major revisions (further review by editor and referees) (03 Jun 2020) by Alberto Guadagnini
AR by Anna Wenzel on behalf of the Authors (04 Aug 2020)  Author's response
ED: Referee Nomination & Report Request started (13 Aug 2020) by Alberto Guadagnini
RR by Anonymous Referee #1 (15 Aug 2020)
RR by Anonymous Referee #2 (28 Aug 2020)
ED: Publish subject to technical corrections (28 Aug 2020) by Alberto Guadagnini
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Short summary
It is still challenging to apply the quantitative and comprehensive global sensitivity analysis method to complex large-scale process-based hydrological models because of variant uncertainty sources and high computational cost. This work developed a new tool and demonstrate its implementation to a pilot example for comprehensive global sensitivity analysis of large-scale hydrological modelling. This method is mathematically rigorous and can be applied to other large-scale hydrological models.