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Recursive multivariate principal‐monotonicity...
Journal article

Recursive multivariate principal‐monotonicity inferential climate downscaling

Abstract

A recursive multivariate principal‐monotonicity inferential downscaling approach ( ReMPMID ) is proposed for climate downscaling under complexities of data uncertainties, nonlinear predictor–predictand correspondences, predictand dependencies, non‐normal distributions, spatial homogeneities, and temporal non‐stationarities. This approach is applied to the Athabasca River Basin ( ARB ) to verify methodological effectiveness. Many findings …

Authors

Cheng G; Huang G; Dong C; Zhu J; Zhou X; Yao Y

Journal

Quarterly Journal of the Royal Meteorological Society, Vol. 143, No. 708, pp. 2780–2796

Publisher

Wiley

Publication Date

October 2017

DOI

10.1002/qj.3126

ISSN

0035-9009

Labels

Sustainable Development Goals (SDG)