A nonparametric statistical technique for combining global precipitation datasets: development and hydrological evaluation over the Iberian Peninsula

Bhuiyan, Md Abul Ehsan; Nikolopoulos, Efthymios I.; Anagnostou, Emmanouil N.; Quintana-Seguí, Pere; Barella-Ortiz, Anaïs

doi:https://doi.org/10.5194/hess-22-1371-2018

Articles | Volume 22, issue 2

https://doi.org/10.5194/hess-22-1371-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/hess-22-1371-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 22, issue 2

Research article

|

26 Feb 2018

Research article |

| 26 Feb 2018

A nonparametric statistical technique for combining global precipitation datasets: development and hydrological evaluation over the Iberian Peninsula

Md Abul Ehsan Bhuiyan, Efthymios I. Nikolopoulos, Emmanouil N. Anagnostou, Pere Quintana-Seguí, and Anaïs Barella-Ortiz

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Final revised paper (published on 26 Feb 2018)
Preprint (discussion started on 06 Jun 2017)

Interactive discussion

Status: closed

AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment

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- Supplement

SC1: 'short comments', Luca Brocca, 09 Jun 2017
- SC2: 'Reply to short comment', Emmanouil Anagnostou, 28 Jun 2017
  - SC3: 'Reply to Interactive comment on “A Nonparametric Statistical Technique for Combining Global Precipitation Datasets: Development and Hydrological Evaluation over the Iberian Peninsula” by Md Abul Ehsan Bhuiyan et al.', Md ABUL EHSAN BHUIYAN, 26 Jul 2017
RC1: 'Review', Viviana Maggioni, 27 Jun 2017
- SC5: 'Reply to Interactive comment on “A Nonparametric Statistical Technique for Combining Global Precipitation Datasets: Development and Hydrological Evaluation over the Iberian Peninsula” by Md Abul Ehsan Bhuiyan et al.', Md ABUL EHSAN BHUIYAN, 27 Jul 2017
RC2: 'Referee Comments', Anonymous Referee #2, 04 Jul 2017
- SC4: 'Reply to Interactive comment on “A Nonparametric Statistical Technique for Combining Global Precipitation Datasets: Development and Hydrological Evaluation over the Iberian Peninsula” by Md Abul Ehsan Bhuiyan et al.', Md ABUL EHSAN BHUIYAN, 26 Jul 2017
AC1: 'Author's final responses to RC1, RC2, and SC1', Emmanouil Anagnostou, 04 Sep 2017

Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision

ED: Publish subject to revisions (further review by Editor and Referees) (28 Sep 2017) by Hannah Cloke

AR by Emmanouil Anagnostou on behalf of the Authors (16 Nov 2017) Author's response Manuscript

ED: Referee Nomination & Report Request started (11 Dec 2017) by Hannah Cloke

RR by Hamed Alemohammad (22 Dec 2017)

ED: Publish as is (10 Jan 2018) by Hannah Cloke

AR by Emmanouil Anagnostou on behalf of the Authors (16 Jan 2018)

Short summary

This study investigates the use of a nonparametric model for combining multiple global precipitation datasets and characterizing estimation uncertainty. Inputs to the model included three satellite precipitation products, an atmospheric reanalysis precipitation dataset, satellite-derived near-surface daily soil moisture data, and terrain elevation. We evaluated the technique based on high-resolution reference precipitation data and further used generated ensembles to force a hydrological model.