Yaqin Li, Xuejiao Wu, Rao Zhu, Ziqiang Li, Anan Chen, Xiaoyan Guo, Yuzhong Yang, Tao Pu, Shiqiang Zhang, Ninglian Wang
{"title":"冰川增强SWAT模式与MODFLOW耦合揭示冰冻圈流域地表水-地下水相互作用","authors":"Yaqin Li, Xuejiao Wu, Rao Zhu, Ziqiang Li, Anan Chen, Xiaoyan Guo, Yuzhong Yang, Tao Pu, Shiqiang Zhang, Ninglian Wang","doi":"10.1002/hyp.70739","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Climate warming has been altering cryospheric processes in cold regions, accelerating glacier retreat, reducing snow cover, leading to increased interannual variability in runoff and more frequent extreme hydrological events, thereby exacerbating hydrological instability. Consequently, exploring reliable approaches to investigate surface water-groundwater interactions in alpine cryospheric regions remains challenging and essential. Accordingly, we coupled the glacier-enhanced hydrological model (SWAT-GL) with the groundwater model (MODFLOW) to develop the integrated SWAT-GL-MODFLOW framework and to quantify such interactions in the cryospheric upper Shule River Basin on the northeastern Tibetan Plateau. The coupled model was calibrated and validated using observed streamflow and separated baseflow, demonstrating its capability to simulate basin-scale runoff dynamics and groundwater processes. For runoff, SWAT-GL-MODFLOW achieved Nash-Sutcliffe Efficiency values of 0.71 (calibration) and 0.65 (validation), improving by about 16.1% and 4.8% over SWAT and SWAT-MODFLOW, respectively. For baseflow, the simulated values showed good agreement with the baseflow separation values, with a FitNRMSE of 0.82. Our results reveal that: (1) the average contribution of glacier meltwater runoff to annual river discharge was 28.8%, highlighting its key role in runoff generation; (2) groundwater storage increased at an average annual rate of 4.2 mm/a, with 6.3 mm/a during the glacier melt season from June to September; (3) annual groundwater discharge to surface water accounted for 53.4% of the total exchange, and surface water leakage to groundwater accounted for 46.6%, with contributions of 17.1% from glacier meltwater, 7.3% from snow meltwater, and 22.2% from rainfall infiltration recharge during 2005–2020. This study provides a framework for evaluating surface water-groundwater interactions in cryospheric regions globally.</p>\n </div>","PeriodicalId":13189,"journal":{"name":"Hydrological Processes","volume":"40 10","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2026-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Surface Water-Groundwater Interactions Revealed by Coupling a Glacier-Enhanced SWAT Model With MODFLOW in Cryosphere Watershed\",\"authors\":\"Yaqin Li, Xuejiao Wu, Rao Zhu, Ziqiang Li, Anan Chen, Xiaoyan Guo, Yuzhong Yang, Tao Pu, Shiqiang Zhang, Ninglian Wang\",\"doi\":\"10.1002/hyp.70739\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>Climate warming has been altering cryospheric processes in cold regions, accelerating glacier retreat, reducing snow cover, leading to increased interannual variability in runoff and more frequent extreme hydrological events, thereby exacerbating hydrological instability. Consequently, exploring reliable approaches to investigate surface water-groundwater interactions in alpine cryospheric regions remains challenging and essential. Accordingly, we coupled the glacier-enhanced hydrological model (SWAT-GL) with the groundwater model (MODFLOW) to develop the integrated SWAT-GL-MODFLOW framework and to quantify such interactions in the cryospheric upper Shule River Basin on the northeastern Tibetan Plateau. The coupled model was calibrated and validated using observed streamflow and separated baseflow, demonstrating its capability to simulate basin-scale runoff dynamics and groundwater processes. For runoff, SWAT-GL-MODFLOW achieved Nash-Sutcliffe Efficiency values of 0.71 (calibration) and 0.65 (validation), improving by about 16.1% and 4.8% over SWAT and SWAT-MODFLOW, respectively. For baseflow, the simulated values showed good agreement with the baseflow separation values, with a FitNRMSE of 0.82. Our results reveal that: (1) the average contribution of glacier meltwater runoff to annual river discharge was 28.8%, highlighting its key role in runoff generation; (2) groundwater storage increased at an average annual rate of 4.2 mm/a, with 6.3 mm/a during the glacier melt season from June to September; (3) annual groundwater discharge to surface water accounted for 53.4% of the total exchange, and surface water leakage to groundwater accounted for 46.6%, with contributions of 17.1% from glacier meltwater, 7.3% from snow meltwater, and 22.2% from rainfall infiltration recharge during 2005–2020. This study provides a framework for evaluating surface water-groundwater interactions in cryospheric regions globally.</p>\\n </div>\",\"PeriodicalId\":13189,\"journal\":{\"name\":\"Hydrological Processes\",\"volume\":\"40 10\",\"pages\":\"\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2026-10-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Hydrological Processes\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/hyp.70739\",\"RegionNum\":3,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Environmental Science\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hydrological Processes","FirstCategoryId":"89","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/hyp.70739","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Environmental Science","Score":null,"Total":0}
Surface Water-Groundwater Interactions Revealed by Coupling a Glacier-Enhanced SWAT Model With MODFLOW in Cryosphere Watershed
Climate warming has been altering cryospheric processes in cold regions, accelerating glacier retreat, reducing snow cover, leading to increased interannual variability in runoff and more frequent extreme hydrological events, thereby exacerbating hydrological instability. Consequently, exploring reliable approaches to investigate surface water-groundwater interactions in alpine cryospheric regions remains challenging and essential. Accordingly, we coupled the glacier-enhanced hydrological model (SWAT-GL) with the groundwater model (MODFLOW) to develop the integrated SWAT-GL-MODFLOW framework and to quantify such interactions in the cryospheric upper Shule River Basin on the northeastern Tibetan Plateau. The coupled model was calibrated and validated using observed streamflow and separated baseflow, demonstrating its capability to simulate basin-scale runoff dynamics and groundwater processes. For runoff, SWAT-GL-MODFLOW achieved Nash-Sutcliffe Efficiency values of 0.71 (calibration) and 0.65 (validation), improving by about 16.1% and 4.8% over SWAT and SWAT-MODFLOW, respectively. For baseflow, the simulated values showed good agreement with the baseflow separation values, with a FitNRMSE of 0.82. Our results reveal that: (1) the average contribution of glacier meltwater runoff to annual river discharge was 28.8%, highlighting its key role in runoff generation; (2) groundwater storage increased at an average annual rate of 4.2 mm/a, with 6.3 mm/a during the glacier melt season from June to September; (3) annual groundwater discharge to surface water accounted for 53.4% of the total exchange, and surface water leakage to groundwater accounted for 46.6%, with contributions of 17.1% from glacier meltwater, 7.3% from snow meltwater, and 22.2% from rainfall infiltration recharge during 2005–2020. This study provides a framework for evaluating surface water-groundwater interactions in cryospheric regions globally.
期刊介绍:
Hydrological Processes is an international journal that publishes original scientific papers advancing understanding of the mechanisms underlying the movement and storage of water in the environment, and the interaction of water with geological, biogeochemical, atmospheric and ecological systems. Not all papers related to water resources are appropriate for submission to this journal; rather we seek papers that clearly articulate the role(s) of hydrological processes.