in

A decision-oriented multivariate copula framework for assessing wet–dry encounters and hydrological compensation potential in interbasin systems: a case study of Jiangsu, China

Abstract

The interaction between the Yangtze River and Huaihe River Basins plays a critical role in regional water security under interbasin water-resource systems. However, existing studies rely primarily on bivariate or single-basin analyses and rarely address how multivariate dependence structures influence hydrological compensation potential from a source-receiving perspective. In this study, a decision-oriented multivariate framework is proposed to quantify wet-dry encounter patterns and the estimated probability by explicitly linking upstream runoff and regional precipitation. A three-dimensional C-vine copula model is constructed using precipitation and runoff data from 1968 to 2024 for the Yangtze River (Datong Station), the Huaihe River (Wujiadu Station), and three subregions of Jiangsu Province. The results reveal distinct dependence structures across regions, with upper-tail dependence characterizing the Datong-Sunan system and more symmetric dependence patterns observed in the Wujiadu-Huaibei and Datong-Wujiadu pairs. A detrending-based sensitivity analysis indicates that the significant increasing trend in Sunan precipitation does not substantially alter the main Datong-Sunan dependence pattern. Under dry receiving-region conditions, the joint probabilities that at least one upstream source remains wet or normal are 0.23 for Huaibei and 0.22 for Sunan, corresponding to conditional hydrological compensation potentials of 62.2% and 62.9%, respectively. These values should be interpreted as theoretical hydrological source-availability indicators rather than direct operational water-diversion feasibility. This study provides a transferable probabilistic approach for assessing wet-dry encounter risks and the estimated probability in multisource water-resource systems.

Similar content being viewed by others

Spatiotemporal patterns of wet–dry encounters between water source and receiving areas in the South-to-North water transfer project

Flux-state decoupling reveals water-balance resilience in Tibetan headwaters

Hydrologic regime alteration and influence factors in the Jialing River of the Yangtze River, China

Acknowledgements

The authors would like to thank the data providers for their support.

Funding

This study was supported by the Jiangsu Provincial Water Science and Technology Project (2023006) and the Joint Meteorological Fund (U2342219).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to
Guixia Yan.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Supplementary Information. (download PDF )

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Reprints and permissions

About this article

Cite this article

Luo, S., Yan, G., He, J. et al. A decision-oriented multivariate copula framework for assessing wet–dry encounters and hydrological compensation potential in interbasin systems: a case study of Jiangsu, China.
Sci Rep (2026). https://doi.org/10.1038/s41598-026-68733-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1038/s41598-026-68733-x

Keywords

  • C-vine copula
  • Regional precipitation
  • Runoff
  • Encounter analysis


Source: Resources - nature.com

Collaborative innovation in biological breeding for wheat leaf rust resistance: a tripartite evolutionary game analysis

Playing against climate risk

Back to Top