Journal cover Journal topic
Hydrology and Earth System Sciences An interactive open-access journal of the European Geosciences Union
https://doi.org/10.5194/hess-2018-213
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Research article
23 May 2018
Review status
This discussion paper is a preprint. It is a manuscript under review for the journal Hydrology and Earth System Sciences (HESS).
Design water demand of irrigation for a large region using a high-dimensional Gaussian copula
Xinjun Tu1,2, Yiliang Du1, Vijay P. Singh3,4, Xiaohong Chen1,2, Kairong Lin1, and Haiou Wu1 1Department of Water Resources and Environment, Sun Yat-sen University, Guangzhou, 510275, China
2Center of Water Security Engineering and Technology in Southern China of Guangdong, Guangzhou, 510275, China
3Department of Biological and Agricultural Engineering, Texas A&M University, 2117 College Station, Texas, 77843, USA
4Zachry Department of Civil Engineering, Texas A&M University, 2117 College Station, Texas, 77843, USA
Abstract. Spatial and frequency distributions of precipitation should be considered in determining design water demand of irrigation for a large region. In Guangdong province, South China, as a study case, an eight-dimensional joint distribution of precipitation for agricultural sub-regions was developed. A design procedure for water demand of irrigation for a given frequency of precipitation of the entire region was proposed. Water demands of irrigation in the entire region and its sub-regions using three design methods, i.e. equalized frequency (EF), typical year (TY) and most-likely weight function (MLW), were compared. Results demonstrated that the Gaussian copula efficiently fitted the high-dimensional joint distribution of eight sub-regional precipitation values. The Kendall frequency was better than the conventional joint frequency to analyze the linkage between the frequency of the entire region and the joint frequency of sub-regions. For given frequencies of precipitation of the entire region, design water demands of irrigation of the entire region among the MLW, EF and TY methods slightly differed, but those of individual sub-regions of the MLW and TY methods fluctuated around the demand lines of the EF method. The alterations of design water demand in sub-regions were more complicated than those in the entire region. The design procedure using the MLW method in association with a high-dimensional copula, which simulated individual univariate distributions, captured their dependences for multi-variables, and built a linkage between regional frequency and sub-regional frequency of precipitation, is recommended for design water demand of irrigation for a large region.
Citation: Tu, X., Du, Y., Singh, V. P., Chen, X., Lin, K., and Wu, H.: Design water demand of irrigation for a large region using a high-dimensional Gaussian copula, Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2018-213, in review, 2018.
Xinjun Tu et al.
Xinjun Tu et al.
Xinjun Tu et al.

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Short summary
For given frequencies of precipitation of a large region, design water demands of irrigation of the entire region among three methods, i.e. equalized frequency, typical year and most-likely weight function slightly differed, but their alterations in sub-regions were complicated. A design procedure using the most-likely weight function in association with a high-dimensional copula, which built a linkage between regional frequency and sub-regional frequency of precipitation, is recommended.
For given frequencies of precipitation of a large region, design water demands of irrigation of...
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