Articles | Volume 19, issue 8
https://doi.org/10.5194/hess-19-3489-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-19-3489-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Characterization of precipitation product errors across the United States using multiplicative triple collocation
Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
K. A. McColl
Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
A. G. Konings
Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
D. Entekhabi
Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
A. Stoffelen
Koninklijk Nederlands Meteorologisch Instituut (KNMI), R&D Satellite Observations, De Bilt, the Netherlands
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Short summary
This paper introduces a new variant of the triple collocation technique with multiplicative error model. The method is applied, for the first time, to precipitation products across the central part of continental USA. Results show distinctive patterns of error variance in each product that are estimated without a priori assumption of any of the error distributions. The correlation coefficients between each product and the truth are also estimated, which provides another performance perspective.
This paper introduces a new variant of the triple collocation technique with multiplicative...