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Climate Trends and Attribution Analysis of Runoff Changes in the Songhua River Basin from 1980 to 2022 Based on the Budyko Hypothesis

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  • Xinyu Wang

    (School of Hydraulic and Electric Power, Heilongjiang University, Harbin 150080, China
    Institute of Groundwater Cold Region, Heilongjiang University, Harbin 150080, China
    International Joint Laboratory of Hydrology and Hydraulic Engineering in Cold Regions of Heilongjiang Province, Harbin 150080, China)

  • Changlei Dai

    (School of Hydraulic and Electric Power, Heilongjiang University, Harbin 150080, China
    Institute of Groundwater Cold Region, Heilongjiang University, Harbin 150080, China
    International Joint Laboratory of Hydrology and Hydraulic Engineering in Cold Regions of Heilongjiang Province, Harbin 150080, China)

  • Gengwei Liu

    (School of Hydraulic and Electric Power, Heilongjiang University, Harbin 150080, China
    Institute of Groundwater Cold Region, Heilongjiang University, Harbin 150080, China
    International Joint Laboratory of Hydrology and Hydraulic Engineering in Cold Regions of Heilongjiang Province, Harbin 150080, China)

  • Xiang Meng

    (School of Hydraulic and Electric Power, Heilongjiang University, Harbin 150080, China
    Institute of Groundwater Cold Region, Heilongjiang University, Harbin 150080, China
    International Joint Laboratory of Hydrology and Hydraulic Engineering in Cold Regions of Heilongjiang Province, Harbin 150080, China)

  • Pengfei Lu

    (School of Hydraulic and Electric Power, Heilongjiang University, Harbin 150080, China
    Institute of Groundwater Cold Region, Heilongjiang University, Harbin 150080, China
    International Joint Laboratory of Hydrology and Hydraulic Engineering in Cold Regions of Heilongjiang Province, Harbin 150080, China)

  • Bo Pang

    (School of Hydraulic and Electric Power, Heilongjiang University, Harbin 150080, China
    Institute of Groundwater Cold Region, Heilongjiang University, Harbin 150080, China
    International Joint Laboratory of Hydrology and Hydraulic Engineering in Cold Regions of Heilongjiang Province, Harbin 150080, China)

Abstract

Understanding the spatiotemporal dynamics of runoff and its drivers is essential for water resources management in mid–high latitude basins. This study investigates runoff changes in the Songhua River Basin, Northeast China, during 1980–2022 using the Budyko framework, combined with Mann–Kendall trend analysis, Pettitt tests, Hurst index, and wavelet analysis. Results indicate significant climatic shifts, with basin-wide warming, heterogeneous precipitation changes, and declining relative humidity, leading to intensified cold-season drying. Temperature and evapotranspiration showed strong persistence, while precipitation exhibited high variability and periodicities linked to ENSO and East Asian monsoon anomalies. Runoff increased significantly in the mainstream Songhua and Nenjiang basins, especially in autumn, with abrupt changes clustered between 2009 and 2015. The Second Songhua Basin displayed weaker variability, largely influenced by reservoir regulation and land-use change. Attribution analysis confirmed precipitation as a primary driver, with elasticity coefficients exceeding 3 in the Nenjiang Basin during some summers, indicating extreme sensitivity. Evapotranspiration suppressed runoff under high temperatures, while freeze–thaw processes and human interventions became critical in spring and autumn. The aridity index revealed persistent winter deficits and rising spring–autumn drying trends after 2000, posing risks for snowmelt runoff and baseflow sustainability. Overall, runoff evolution reflects a shift from gradual to threshold-triggered regime changes driven by both climate variability and human regulation. These findings provide a basis for adaptive, basin-specific water management and climate resilience strategies in Northeast China.

Suggested Citation

  • Xinyu Wang & Changlei Dai & Gengwei Liu & Xiang Meng & Pengfei Lu & Bo Pang, 2025. "Climate Trends and Attribution Analysis of Runoff Changes in the Songhua River Basin from 1980 to 2022 Based on the Budyko Hypothesis," Sustainability, MDPI, vol. 17(18), pages 1-50, September.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:18:p:8459-:d:1754186
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    References listed on IDEAS

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    1. T. P. Barnett & J. C. Adam & D. P. Lettenmaier, 2005. "Potential impacts of a warming climate on water availability in snow-dominated regions," Nature, Nature, vol. 438(7066), pages 303-309, November.
    2. A. N. Pettitt, 1979. "A Non‐Parametric Approach to the Change‐Point Problem," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 28(2), pages 126-135, June.
    3. Milan Stojković & Aleksandra Ilić & Stevan Prohaska & Jasna Plavšić, 2014. "Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(12), pages 4319-4335, September.
    4. Junlong Liu & Jin Chen & Jijun Xu & Yuru Lin & Zhe Yuan & Mingyuan Zhou, 2019. "Attribution of Runoff Variation in the Headwaters of the Yangtze River Based on the Budyko Hypothesis," IJERPH, MDPI, vol. 16(14), pages 1-15, July.
    5. Keith N. Musselman & Nans Addor & Julie A. Vano & Noah P. Molotch, 2021. "Winter melt trends portend widespread declines in snow water resources," Nature Climate Change, Nature, vol. 11(5), pages 418-424, May.
    6. Xiaqing Feng & Guangxin Zhang & Xiongrui Yin, 2011. "Hydrological Responses to Climate Change in Nenjiang River Basin, Northeastern China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(2), pages 677-689, January.
    7. Kevin E. Trenberth & Aiguo Dai & Gerard van der Schrier & Philip D. Jones & Jonathan Barichivich & Keith R. Briffa & Justin Sheffield, 2014. "Global warming and changes in drought," Nature Climate Change, Nature, vol. 4(1), pages 17-22, January.
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