Attributing the streamflow variation by incorporating glacier mass balance and frozen ground into the Budyko framework in alpine rivers

•Glacier mass balance and frozen ground were incorporated into the Budyko framework.•Modified Budyko framework could improve the streamflow simulation in alpine region.•Streamflow variation was clustered into 3 classes in 22 rivers of Qilian Mountains (QLM).•Glacier mass balance contributed to varia...

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Published inJournal of hydrology (Amsterdam) Vol. 628; p. 130438
Main Authors Yang, Linshan, Feng, Qi, Ning, Tingting, Lu, Tiaoxue, Zhu, Meng, Yin, Xinwei, Wang, Jingru
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.01.2024
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Abstract •Glacier mass balance and frozen ground were incorporated into the Budyko framework.•Modified Budyko framework could improve the streamflow simulation in alpine region.•Streamflow variation was clustered into 3 classes in 22 rivers of Qilian Mountains (QLM).•Glacier mass balance contributed to variation in streamflow by −2.42–11.63 % in QLM.•Frozen ground degradation contributed to decrease in streamflow by −31.09–−0.43 % in QLM. The remarkable climate change has profound impact on the alpine hydrology, it remains unclear to date on the role of the changes in glacier mass balance and frozen ground degradation to the regional streamflow variation. Here, we incorporated the glacier mass balance and frozen ground degradation into the Budyko framework and used the elasticity method to attribute the variation of annual streamflow for 22 rivers in Qilian Mountains (QLM) from 1982 to 2015. The results indicate the simulated annual streamflow that considering glacier mass balance and frozen ground can explain more than 90 % of observed streamflow at a significance of p < 0.01, especially for the rivers with high glacier coverage. The elasticity method revealed the simulated streamflow variation can explain more than 91 % of variation in respect to the detected streamflow variation. It indicates the robustness of the elasticity method and highlights the ability of capturing the variation in streamflow with the Budyko framework that incorporated glacier mass balance and frozen ground. The streamflow variations in the 22 rivers of QLM were clustered into 3 classes. The distribution of the contributions of precipitation to streamflow variation in the 3 classes was consistent to the streamflow variation. The precipitation played a dominant role in the rivers with increased streamflow, and ET0 played a dominant role in the rivers with decreased streamflow in QLM. The impact of vegetation on streamflow variation illustrated the strong regional divergence with the contribution varied between −34.55 % and 36.79 %. The contribution of glacier mass balance and frozen ground degradation to streamflow variation were moderate with negative contributions of frozen ground degradation to the streamflow variation varying between −31.09 % and −0.43 %, while the contribution of glacier mass balance to variation in streamflow varied between −2.42 % and 11.63 % in QLM. The results could be help to understand the alpine hydrological processes under the background of climate warming and utilized for sustainable water resource management in inland region.
AbstractList •Glacier mass balance and frozen ground were incorporated into the Budyko framework.•Modified Budyko framework could improve the streamflow simulation in alpine region.•Streamflow variation was clustered into 3 classes in 22 rivers of Qilian Mountains (QLM).•Glacier mass balance contributed to variation in streamflow by −2.42–11.63 % in QLM.•Frozen ground degradation contributed to decrease in streamflow by −31.09–−0.43 % in QLM. The remarkable climate change has profound impact on the alpine hydrology, it remains unclear to date on the role of the changes in glacier mass balance and frozen ground degradation to the regional streamflow variation. Here, we incorporated the glacier mass balance and frozen ground degradation into the Budyko framework and used the elasticity method to attribute the variation of annual streamflow for 22 rivers in Qilian Mountains (QLM) from 1982 to 2015. The results indicate the simulated annual streamflow that considering glacier mass balance and frozen ground can explain more than 90 % of observed streamflow at a significance of p < 0.01, especially for the rivers with high glacier coverage. The elasticity method revealed the simulated streamflow variation can explain more than 91 % of variation in respect to the detected streamflow variation. It indicates the robustness of the elasticity method and highlights the ability of capturing the variation in streamflow with the Budyko framework that incorporated glacier mass balance and frozen ground. The streamflow variations in the 22 rivers of QLM were clustered into 3 classes. The distribution of the contributions of precipitation to streamflow variation in the 3 classes was consistent to the streamflow variation. The precipitation played a dominant role in the rivers with increased streamflow, and ET0 played a dominant role in the rivers with decreased streamflow in QLM. The impact of vegetation on streamflow variation illustrated the strong regional divergence with the contribution varied between −34.55 % and 36.79 %. The contribution of glacier mass balance and frozen ground degradation to streamflow variation were moderate with negative contributions of frozen ground degradation to the streamflow variation varying between −31.09 % and −0.43 %, while the contribution of glacier mass balance to variation in streamflow varied between −2.42 % and 11.63 % in QLM. The results could be help to understand the alpine hydrological processes under the background of climate warming and utilized for sustainable water resource management in inland region.
The remarkable climate change has profound impact on the alpine hydrology, it remains unclear to date on the role of the changes in glacier mass balance and frozen ground degradation to the regional streamflow variation within the Budyko framework. Here, we incorporated the glacier mass balance and frozen ground degradation into the Budyko framework and used the elasticity method to attribute the variation of annual streamflow for 22 rivers in Qilian Mountains (QLM) from 1982 to 2015. The results indicate the simulated annual streamflow that considering glacier mass balance and frozen ground can explain more than 90 % of observed streamflow at a significance of p < 0.01, especially for the rivers with high glacier coverage. The elasticity method revealed the simulated streamflow variation can explain more than 91 % of variation in respect to the detected streamflow variation. It indicates the robustness of the elasticity method and highlights the ability of capturing the variation in streamflow with the Budyko framework that incorporated glacier mass balance and frozen ground. The streamflow variations in the 22 rivers of QLM were clustered into 3 classes. The distribution of the contributions of precipitation to streamflow variation in the 3 classes was consistent to the streamflow variation. The precipitation played a dominant role in the rivers with increased streamflow, and ET₀ played a dominant role in the rivers with decreased streamflow in QLM. The impact of vegetation on streamflow variation illustrated the strong regional divergence with the contribution varied between −34.55 % and 36.79 %. The contribution of glacier mass balance and frozen ground degradation to streamflow variation were moderate with negative contributions of frozen ground degradation to the streamflow variation varying between −31.09 % and −0.43 %, while the contribution of glacier mass balance to variation in streamflow varied between −2.42 % and 11.63 % in QLM. The results could be help to understand the alpine hydrological processes under the background of climate warming and utilized for sustainable water resource management in inland region.
ArticleNumber 130438
Author Zhu, Meng
Feng, Qi
Lu, Tiaoxue
Wang, Jingru
Yin, Xinwei
Ning, Tingting
Yang, Linshan
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  surname: Ning
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  organization: Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu 730000, China
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  givenname: Meng
  surname: Zhu
  fullname: Zhu, Meng
  organization: Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu 730000, China
– sequence: 6
  givenname: Xinwei
  surname: Yin
  fullname: Yin, Xinwei
  organization: Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu 730000, China
– sequence: 7
  givenname: Jingru
  surname: Wang
  fullname: Wang, Jingru
  organization: Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu 730000, China
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Cites_doi 10.1016/j.scitotenv.2016.03.019
10.1016/j.catena.2022.106481
10.1038/s41467-021-23073-4
10.1016/j.jhydrol.2022.127955
10.1016/j.agrformet.2013.12.008
10.1016/j.jhydrol.2020.124579
10.5194/hess-25-3455-2021
10.1029/2021JD035888
10.1016/j.earscirev.2022.103926
10.1016/j.quaint.2018.11.010
10.1016/j.jhydrol.2022.127571
10.5194/hess-22-351-2018
10.1002/hyp.11098
10.1016/j.jhydrol.2019.124010
10.5194/tc-11-1059-2017
10.1002/wrcr.20107
10.5194/hess-14-557-2010
10.1002/hyp.11160
10.1175/JCLI-D-21-0762.1
10.5194/hess-26-4187-2022
10.1080/01621459.1968.10480934
10.1016/j.agrformet.2022.109257
10.1126/science.1183188
10.1007/s00382-022-06283-4
10.1029/2019JD030615
10.1038/s43017-022-00299-4
10.5194/hess-20-393-2016
10.1016/j.agrformet.2009.08.004
10.1016/j.jhydrol.2022.127685
10.2307/1907187
10.1016/j.agrformet.2015.09.006
10.3189/172756503781830999
10.2166/nh.2016.096
10.3390/w10070902
10.1016/j.scitotenv.2018.06.195
10.1002/2016GL069690
10.1016/j.earscirev.2020.103451
10.1016/j.jhydrol.2016.09.008
10.1029/2021JD035168
10.1016/j.jhydrol.2014.12.060
10.3390/w11030623
10.1016/j.scitotenv.2020.143532
10.1029/2020JD034367
10.5194/tc-12-657-2018
10.1002/ldr.2665
10.1002/2014WR016589
10.5194/hess-23-3631-2019
10.1002/hyp.13383
10.2136/vzj2016.01.0010
10.1016/j.jhydrol.2018.01.050
10.1038/s41597-020-0453-3
10.1016/j.jhydrol.2021.127048
10.1016/j.catena.2016.06.041
10.1016/j.catena.2019.104345
10.1016/j.yqres.2014.01.011
10.1002/2017JD027876
10.1002/wrcr.20493
10.1016/j.accre.2021.10.004
10.1029/2007WR006135
10.1088/1748-9326/aad404
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Keywords Glacier mass balance
Streamflow variation
Frozen ground degradation
Budyko framework
Qilian mountains
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References Li (b0125) 2020; 583
Gao (b0060) 2022; 26
Jia, L., Yingzheng, W., Jianjiang, L., 2019. Glacier outlines over the Qilian Mountain area (1980-2015). In: National Tibetan Plateau Data, C. (Ed.). National Tibetan Plateau Data Center. DOI:10.11888/Geogra.tpdc.270234.
Ning, Li, Liu (b0185) 2016; 147
Wang (b0250) 2021; 603
Chen, Alimohammadi, Wang (b0035) 2013; 49
Immerzeel, van Beek, Bierkens (b0100) 2010; 328
Peng (b0200) 2017; 11
Cao (b0020) 2014; 81
Hampton, Basu (b0070) 2022; 608
Su (b0220) 2022; 226
Wang, Xia, Zou, Zhan, Liang (b0265) 2022; 607
Liu (b0160) 2022; 13
Qi (b0205) 2022; 127
Liang, Cuo, Liu (b0150) 2022; 35
Zhu (b0335) 2022; 59
He, Wang, Chen, Yang, Hua (b0090) 2019; 11
Barnhart (b0010) 2016; 43
Liang (b0140) 2015; 51
Yang (b0300) 2021; 759
Niu (b0195) 2016; 47
Wang, Koike, Yang, Jin, Li (b0260) 2010; 14
Yang (b0295) 2020; 187
Wang, Chen, Liu, Hu (b0255) 2021; 126
Hans, H. et al., 2019. Global reanalysis: goodbye ERA-Interim, hello ERA5, ECMWF Newsletter.
Harris, Osborn, Jones, Lister (b0080) 2020; 7
Yang, Yang, Lei, Sun (b0315) 2008; 44
Duan, Man, Kurylyk, Cai, Li (b0045) 2017; 31
Wang, Yang, Yang, Qin, Wang (b0270) 2018; 558
Li (b0130) 2021; 148
Yang, He, Tang, Qin, Cheng (b0310) 2010; 150
Liang, Cuo, Liu (b0145) 2019; 124
Yang (b0305) 2023; 328
He (b0085) 2014; 188
Wang (b0245) 2019; 519
Xu, Li, He, Tia, Tian (b0280) 2022; 610
Cao, Pan, Wen, Guan, Li (b0025) 2019; 578
Gao (b0055) 2018; 12
Du, Sun, Yu, Liu, Chen (b0040) 2016; 20
van Dijk (b0235) 2015; 214–215
Zheng, Huang, Zhou, Wang, Wang (b0330) 2018; 643
Budyko (b0015) 1974
Ning, Li, Feng, Li, Qin (b0190) 2021; 25
Gan, Liu, Sun (b0050) 2021; 212
Jiang (b0110) 2015; 522
Yang (b0285) 2008
Li, Pan, Cong, Zhang, Wood (b0135) 2013; 49
Ye, Ding, Liu, Liu (b0325) 2003; 49
Gao, Fu, Wang, Liang, Jiang (b0065) 2016; 557–558
Chen (b0030) 2018; 123
Walvoord, Kurylyk (b0240) 2016; 15
Liu, You (b0170) 2021; 126
Sen (b0215) 1968; 63
Lamontagne-Hallé, McKenzie, Kurylyk, Zipper (b0120) 2018; 13
Liu (b0155) 2018; 22
Yao (b0320) 2022; 3
Miles (b0180) 2021; 12
Yang (b0290) 2017; 31
Qin (b0210) 2016; 542
Huang (b0095) 2022; 217
Liu, Chen, Li (b0165) 2021; 13
Tian, Zhang, He, Yang (b0230) 2017; 28
Mann (b0175) 1945; 13
Xu, Kang, Wang, Pepin, Wu (b0275) 2019; 33
Teuling (b0225) 2019; 23
Kendall (b0115) 1955; 25
Bai, Li, Shi, Liu, Zhong (b0005) 2018; 10
Chen (10.1016/j.jhydrol.2023.130438_b0030) 2018; 123
Cao (10.1016/j.jhydrol.2023.130438_b0020) 2014; 81
Lamontagne-Hallé (10.1016/j.jhydrol.2023.130438_b0120) 2018; 13
Yao (10.1016/j.jhydrol.2023.130438_b0320) 2022; 3
Duan (10.1016/j.jhydrol.2023.130438_b0045) 2017; 31
Peng (10.1016/j.jhydrol.2023.130438_b0200) 2017; 11
10.1016/j.jhydrol.2023.130438_b0105
Yang (10.1016/j.jhydrol.2023.130438_b0295) 2020; 187
Liu (10.1016/j.jhydrol.2023.130438_b0165) 2021; 13
Li (10.1016/j.jhydrol.2023.130438_b0135) 2013; 49
Sen (10.1016/j.jhydrol.2023.130438_b0215) 1968; 63
Budyko (10.1016/j.jhydrol.2023.130438_b0015) 1974
Chen (10.1016/j.jhydrol.2023.130438_b0035) 2013; 49
He (10.1016/j.jhydrol.2023.130438_b0090) 2019; 11
Bai (10.1016/j.jhydrol.2023.130438_b0005) 2018; 10
Xu (10.1016/j.jhydrol.2023.130438_b0275) 2019; 33
Liang (10.1016/j.jhydrol.2023.130438_b0150) 2022; 35
Gao (10.1016/j.jhydrol.2023.130438_b0055) 2018; 12
10.1016/j.jhydrol.2023.130438_b0075
Yang (10.1016/j.jhydrol.2023.130438_b0290) 2017; 31
Kendall (10.1016/j.jhydrol.2023.130438_b0115) 1955; 25
Liang (10.1016/j.jhydrol.2023.130438_b0140) 2015; 51
Gan (10.1016/j.jhydrol.2023.130438_b0050) 2021; 212
Gao (10.1016/j.jhydrol.2023.130438_b0060) 2022; 26
Su (10.1016/j.jhydrol.2023.130438_b0220) 2022; 226
Cao (10.1016/j.jhydrol.2023.130438_b0025) 2019; 578
Immerzeel (10.1016/j.jhydrol.2023.130438_b0100) 2010; 328
Yang (10.1016/j.jhydrol.2023.130438_b0300) 2021; 759
Hampton (10.1016/j.jhydrol.2023.130438_b0070) 2022; 608
Wang (10.1016/j.jhydrol.2023.130438_b0265) 2022; 607
Yang (10.1016/j.jhydrol.2023.130438_b0315) 2008; 44
Wang (10.1016/j.jhydrol.2023.130438_b0245) 2019; 519
Wang (10.1016/j.jhydrol.2023.130438_b0260) 2010; 14
Liang (10.1016/j.jhydrol.2023.130438_b0145) 2019; 124
Yang (10.1016/j.jhydrol.2023.130438_b0310) 2010; 150
Du (10.1016/j.jhydrol.2023.130438_b0040) 2016; 20
Huang (10.1016/j.jhydrol.2023.130438_b0095) 2022; 217
Wang (10.1016/j.jhydrol.2023.130438_b0270) 2018; 558
Harris (10.1016/j.jhydrol.2023.130438_b0080) 2020; 7
Qi (10.1016/j.jhydrol.2023.130438_b0205) 2022; 127
Qin (10.1016/j.jhydrol.2023.130438_b0210) 2016; 542
Liu (10.1016/j.jhydrol.2023.130438_b0155) 2018; 22
Wang (10.1016/j.jhydrol.2023.130438_b0255) 2021; 126
Yang (10.1016/j.jhydrol.2023.130438_b0285) 2008
Xu (10.1016/j.jhydrol.2023.130438_b0280) 2022; 610
Niu (10.1016/j.jhydrol.2023.130438_b0195) 2016; 47
Jiang (10.1016/j.jhydrol.2023.130438_b0110) 2015; 522
Tian (10.1016/j.jhydrol.2023.130438_b0230) 2017; 28
van Dijk (10.1016/j.jhydrol.2023.130438_b0235) 2015; 214–215
Liu (10.1016/j.jhydrol.2023.130438_b0170) 2021; 126
Liu (10.1016/j.jhydrol.2023.130438_b0160) 2022; 13
Ye (10.1016/j.jhydrol.2023.130438_b0325) 2003; 49
Ning (10.1016/j.jhydrol.2023.130438_b0185) 2016; 147
Zheng (10.1016/j.jhydrol.2023.130438_b0330) 2018; 643
Wang (10.1016/j.jhydrol.2023.130438_b0250) 2021; 603
Gao (10.1016/j.jhydrol.2023.130438_b0065) 2016; 557–558
Mann (10.1016/j.jhydrol.2023.130438_b0175) 1945; 13
Zhu (10.1016/j.jhydrol.2023.130438_b0335) 2022; 59
Yang (10.1016/j.jhydrol.2023.130438_b0305) 2023; 328
He (10.1016/j.jhydrol.2023.130438_b0085) 2014; 188
Barnhart (10.1016/j.jhydrol.2023.130438_b0010) 2016; 43
Li (10.1016/j.jhydrol.2023.130438_b0125) 2020; 583
Teuling (10.1016/j.jhydrol.2023.130438_b0225) 2019; 23
Walvoord (10.1016/j.jhydrol.2023.130438_b0240) 2016; 15
Li (10.1016/j.jhydrol.2023.130438_b0130) 2021; 148
Ning (10.1016/j.jhydrol.2023.130438_b0190) 2021; 25
Miles (10.1016/j.jhydrol.2023.130438_b0180) 2021; 12
References_xml – volume: 188
  start-page: 58
  year: 2014
  end-page: 63
  ident: b0085
  article-title: Spatial variability of canopy interception in a spruce forest of the semiarid mountain regions of China
  publication-title: Agric. for. Meteorol.
– volume: 31
  start-page: 1100
  year: 2017
  end-page: 1112
  ident: b0290
  article-title: Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River, northwest China
  publication-title: Hydrol. Process.
– volume: 11
  start-page: 1059
  year: 2017
  end-page: 1073
  ident: b0200
  article-title: Response of seasonal soil freeze depth to climate change across China
  publication-title: Cryosphere
– volume: 33
  start-page: 1040
  year: 2019
  end-page: 1058
  ident: b0275
  article-title: Understanding changes in the water budget driven by climate change in cryospheric-dominated watershed of the northeast Tibetan Plateau
  publication-title: China. Hydrol. Process.
– volume: 123
  start-page: 3414
  year: 2018
  end-page: 3442
  ident: b0030
  article-title: Effects of Cryospheric Change on Alpine Hydrology: Combining a Model With Observations in the Upper Reaches of the Hei River
  publication-title: China. J. Geophys. Res. Atmos.
– volume: 15
  year: 2016
  ident: b0240
  article-title: Hydrologic Impacts of Thawing Permafrost—A Review
  publication-title: Vadose Zone J.
– volume: 542
  start-page: 204
  year: 2016
  end-page: 221
  ident: b0210
  article-title: Long-term change in the depth of seasonally frozen ground and its ecohydrological impacts in the Qilian Mountains, northeastern Tibetan Plateau
  publication-title: J. Hydrol.
– volume: 28
  start-page: 1437
  year: 2017
  end-page: 1449
  ident: b0230
  article-title: Variability in Soil Hydraulic Conductivity and Soil Hydrological Response Under Different Land Covers in the Mountainous Area of the Heihe River Watershed
  publication-title: Northwest China. Land Degradation & Development
– volume: 7
  start-page: 109
  year: 2020
  ident: b0080
  article-title: Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset
  publication-title: Sci. Data
– volume: 31
  start-page: 1938
  year: 2017
  end-page: 1951
  ident: b0045
  article-title: Distinguishing streamflow trends caused by changes in climate, forest cover, and permafrost in a large watershed in northeastern China
  publication-title: Hydrol. Process.
– volume: 11
  start-page: 623
  year: 2019
  ident: b0090
  article-title: Glacier Changes in the Qilian Mountains, Northwest China, between the 1960s and 2015
  publication-title: Water
– volume: 328
  start-page: 1382
  year: 2010
  end-page: 1385
  ident: b0100
  article-title: Climate change will affect the Asian water towers
  publication-title: Science
– volume: 12
  start-page: 2868
  year: 2021
  ident: b0180
  article-title: Health and sustainability of glaciers in High Mountain Asia
  publication-title: Nat. Commun.
– volume: 226
  year: 2022
  ident: b0220
  article-title: Glacier change in China over past decades: Spatiotemporal patterns and influencing factors
  publication-title: Earth Sci. Rev.
– volume: 603
  year: 2021
  ident: b0250
  article-title: Improving streamflow and flood simulations in three headwater catchments of the Tarim River based on a coupled glacier-hydrological model
  publication-title: J. Hydrol.
– volume: 150
  start-page: 38
  year: 2010
  end-page: 46
  ident: b0310
  article-title: On downward shortwave and longwave radiations over high altitude regions: Observation and modeling in the Tibetan Plateau
  publication-title: Agric. for. Meteorol.
– volume: 328
  year: 2023
  ident: b0305
  article-title: Rainfall interception measurements and modeling in a semiarid evergreen spruce (Picea crassifolia) forest
  publication-title: Agric. for. Meteorol.
– volume: 10
  start-page: 902
  year: 2018
  ident: b0005
  article-title: Snowmelt Water Alters the Regime of Runoff in the Arid Region of Northwest China
  publication-title: Water
– volume: 81
  start-page: 531
  year: 2014
  end-page: 537
  ident: b0020
  article-title: Changes in the glacier extent and surface elevation along the Ningchan and Shuiguan river source, eastern Qilian Mountains
  publication-title: China. Quaternary Research
– volume: 23
  start-page: 3631
  year: 2019
  end-page: 3652
  ident: b0225
  article-title: Climate change, reforestation/afforestation, and urbanization impacts on evapotranspiration and streamflow in Europe
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 519
  start-page: 32
  year: 2019
  end-page: 41
  ident: b0245
  article-title: Changes in river discharge in typical mountain permafrost catchments, northwestern China
  publication-title: Quat. Int.
– volume: 13
  start-page: 2213
  year: 2021
  ident: b0165
  article-title: Glacial Change and Its Hydrological Response in Three Inland River Basins in the Qilian Mountains
  publication-title: Western China. Water
– volume: 127
  year: 2022
  ident: b0205
  article-title: Divergent and Changing Importance of Glaciers and Snow as Natural Water Reservoirs in the Eastern and Southern Tibetan Plateau
  publication-title: J. Geophys. Res. Atmos.
– volume: 610
  year: 2022
  ident: b0280
  article-title: Development of a simple Budyko-based framework for the simulation and attribution of ET variability in dry regions
  publication-title: J. Hydrol.
– volume: 124
  start-page: 10814
  year: 2019
  end-page: 10825
  ident: b0145
  article-title: Mass Balance Variation and Associative Climate Drivers for the Dongkemadi Glacier in the Central Tibetan Plateau
  publication-title: J. Geophys. Res. Atmos.
– volume: 13
  year: 2018
  ident: b0120
  article-title: Changing groundwater discharge dynamics in permafrost regions
  publication-title: Environ. Res. Lett.
– volume: 49
  start-page: 969
  year: 2013
  end-page: 976
  ident: b0135
  article-title: Vegetation control on water and energy balance within the Budyko framework
  publication-title: Water Resour. Res.
– volume: 187
  year: 2020
  ident: b0295
  article-title: Regional hydrology heterogeneity and the response to climate and land surface changes in arid alpine basin, northwest China
  publication-title: Catena
– volume: 20
  start-page: 393
  year: 2016
  end-page: 409
  ident: b0040
  article-title: New interpretation of the role of water balance in an extended Budyko hypothesis in arid regions
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 126
  year: 2021
  ident: b0170
  article-title: The Roles of Catchment Characteristics in Precipitation Partitioning Within the Budyko Framework
  publication-title: J. Geophys. Res. Atmos.
– year: 1974
  ident: b0015
  article-title: Climate and life
– volume: 49
  start-page: 1
  year: 2003
  end-page: 7
  ident: b0325
  article-title: Responses of various-sized alpine glaciers and runoff to climatic change
  publication-title: J. Glaciol.
– volume: 25
  start-page: 86
  year: 1955
  end-page: 91
  ident: b0115
  article-title: Rank correlation methods
  publication-title: Br. J. Psychol.
– volume: 578
  year: 2019
  ident: b0025
  article-title: Changes in glacier mass in the Lenglongling Mountains from 1972 to 2016 based on remote sensing data and modeling
  publication-title: J. Hydrol.
– reference: Jia, L., Yingzheng, W., Jianjiang, L., 2019. Glacier outlines over the Qilian Mountain area (1980-2015). In: National Tibetan Plateau Data, C. (Ed.). National Tibetan Plateau Data Center. DOI:10.11888/Geogra.tpdc.270234.
– volume: 47
  start-page: 1014
  year: 2016
  end-page: 1024
  ident: b0195
  article-title: Response of hydrological processes to permafrost degradation from 1980 to 2009 in the Upper Yellow River Basin
  publication-title: China. Hydrology Research
– volume: 126
  year: 2021
  ident: b0255
  article-title: Changes of Precipitation-Runoff Relationship Induced by Climate Variation in a Large Glaciated Basin of the Tibetan Plateau
  publication-title: J. Geophys. Res. Atmos.
– volume: 35
  start-page: 3833
  year: 2022
  end-page: 3844
  ident: b0150
  article-title: The Role of the Snow Ratio in Mass Balance Change under a Warming Climate for the Dongkemadi Glacier, Tibetan Plateau
  publication-title: J. Clim.
– volume: 147
  start-page: 80
  year: 2016
  end-page: 86
  ident: b0185
  article-title: Separating the impacts of climate change and land surface alteration on runoff reduction in the Jing River catchment of China
  publication-title: Catena
– volume: 63
  start-page: 1379
  year: 1968
  end-page: 1389
  ident: b0215
  article-title: Estimates of the Regression Coefficient Based on Kendall's Tau
  publication-title: J. Am. Stat. Assoc.
– volume: 43
  start-page: 8006
  year: 2016
  end-page: 8016
  ident: b0010
  article-title: Snowmelt rate dictates streamflow
  publication-title: Geophys. Res. Lett.
– volume: 51
  start-page: 6500
  year: 2015
  end-page: 6519
  ident: b0140
  article-title: Quantifying the impacts of climate change and ecological restoration on streamflow changes based on a Budyko hydrological model in China's Loess Plateau
  publication-title: Water Resour. Res.
– volume: 214–215
  start-page: 402
  year: 2015
  end-page: 415
  ident: b0235
  article-title: Rainfall interception and the coupled surface water and energy balance
  publication-title: Agric. for. Meteorol.
– volume: 212
  year: 2021
  ident: b0050
  article-title: Understanding interactions among climate, water, and vegetation with the Budyko framework
  publication-title: Earth Sci. Rev.
– volume: 3
  start-page: 618
  year: 2022
  end-page: 632
  ident: b0320
  article-title: The imbalance of the Asian water tower
  publication-title: Nature Reviews Earth & Environment
– volume: 26
  start-page: 4187
  year: 2022
  end-page: 4208
  ident: b0060
  article-title: Frozen soil hydrological modeling for a mountainous catchment northeast of the Qinghai-Tibet Plateau
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 217
  year: 2022
  ident: b0095
  article-title: The ecohydrological effects of climate and landscape interactions within the Budyko framework under non-steady state conditions
  publication-title: Catena
– reference: Hans, H. et al., 2019. Global reanalysis: goodbye ERA-Interim, hello ERA5, ECMWF Newsletter.
– volume: 44
  start-page: W03410
  year: 2008
  ident: b0315
  article-title: New analytical derivation of the mean annual water-energy balance equation
  publication-title: Water Resour. Res.
– volume: 22
  start-page: 351
  year: 2018
  end-page: 371
  ident: b0155
  article-title: Investigating water budget dynamics in 18 river basins across the Tibetan Plateau through multiple datasets
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 608
  year: 2022
  ident: b0070
  article-title: A novel Budyko-based approach to quantify post-forest-fire streamflow response and recovery timescales
  publication-title: J. Hydrol.
– start-page: 153 pp.
  year: 2008
  ident: b0285
  article-title: Derivation and application of the coupled water-energy balance equation
– volume: 12
  start-page: 657
  year: 2018
  end-page: 673
  ident: b0055
  article-title: Change in frozen soils and its effect on regional hydrology, upper Heihe basin, northeastern Qinghai-Tibetan Plateau
  publication-title: Cryosphere
– volume: 558
  start-page: 301
  year: 2018
  end-page: 313
  ident: b0270
  article-title: Quantifying the streamflow response to frozen ground degradation in the source region of the Yellow River within the Budyko framework
  publication-title: J. Hydrol.
– volume: 759
  year: 2021
  ident: b0300
  article-title: The role of climate change and vegetation greening on the variation of terrestrial evapotranspiration in northwest China's Qilian Mountains
  publication-title: Sci. Total Environ.
– volume: 522
  start-page: 326
  year: 2015
  end-page: 338
  ident: b0110
  article-title: Separating the impacts of climate change and human activities on runoff using the Budyko-type equations with time-varying parameters
  publication-title: J. Hydrol.
– volume: 13
  start-page: 51
  year: 2022
  end-page: 62
  ident: b0160
  article-title: Effect of glaciers on the annual catchment water balance within Budyko framework
  publication-title: Adv. Clim. Chang. Res.
– volume: 583
  year: 2020
  ident: b0125
  article-title: Partitioning the contributions of glacier melt and precipitation to the 1971–2010 runoff increases in a headwater basin of the Tarim River
  publication-title: J. Hydrol.
– volume: 148
  year: 2021
  ident: b0130
  article-title: Reversing conflict between humans and the environment – The experience in the Qilian Mountains
  publication-title: Renew. Sustain. Energy Rev.
– volume: 607
  year: 2022
  ident: b0265
  article-title: Estimation of time-varying parameter in Budyko framework using long short-term memory network over the Loess Plateau
  publication-title: China. J. Hydrol.
– volume: 13
  start-page: 245
  year: 1945
  end-page: 259
  ident: b0175
  article-title: Nonparametric Tests Against Trend
  publication-title: Econometrica
– volume: 59
  start-page: 3555
  year: 2022
  end-page: 3577
  ident: b0335
  article-title: What induces the spatiotemporal variability of glacier mass balance across the Qilian Mountains
  publication-title: Clim. Dyn.
– volume: 49
  start-page: 6067
  year: 2013
  end-page: 6078
  ident: b0035
  article-title: Modeling interannual variability of seasonal evaporation and storage change based on the extended Budyko framework
  publication-title: Water Resour. Res.
– volume: 557–558
  start-page: 331
  year: 2016
  end-page: 342
  ident: b0065
  article-title: Determining the hydrological responses to climate variability and land use/cover change in the Loess Plateau with the Budyko framework
  publication-title: Sci. Total Environ.
– volume: 14
  start-page: 557
  year: 2010
  end-page: 571
  ident: b0260
  article-title: Frozen soil parameterization in a distributed biosphere hydrological model
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 25
  start-page: 3455
  year: 2021
  end-page: 3469
  ident: b0190
  article-title: Attribution of growing season evapotranspiration variability considering snowmelt and vegetation changes in the arid alpine basins
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 643
  start-page: 1166
  year: 2018
  end-page: 1177
  ident: b0330
  article-title: Effect partition of climate and catchment changes on runoff variation at the headwater region of the Yellow River based on the Budyko complementary relationship
  publication-title: Sci. Total Environ.
– volume: 557–558
  start-page: 331
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0065
  article-title: Determining the hydrological responses to climate variability and land use/cover change in the Loess Plateau with the Budyko framework
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2016.03.019
– volume: 217
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0095
  article-title: The ecohydrological effects of climate and landscape interactions within the Budyko framework under non-steady state conditions
  publication-title: Catena
  doi: 10.1016/j.catena.2022.106481
– volume: 12
  start-page: 2868
  issue: 1
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0180
  article-title: Health and sustainability of glaciers in High Mountain Asia
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-021-23073-4
– volume: 610
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0280
  article-title: Development of a simple Budyko-based framework for the simulation and attribution of ET variability in dry regions
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2022.127955
– volume: 148
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0130
  article-title: Reversing conflict between humans and the environment – The experience in the Qilian Mountains
  publication-title: Renew. Sustain. Energy Rev.
– year: 1974
  ident: 10.1016/j.jhydrol.2023.130438_b0015
– volume: 188
  start-page: 58
  year: 2014
  ident: 10.1016/j.jhydrol.2023.130438_b0085
  article-title: Spatial variability of canopy interception in a spruce forest of the semiarid mountain regions of China
  publication-title: Agric. for. Meteorol.
  doi: 10.1016/j.agrformet.2013.12.008
– volume: 583
  year: 2020
  ident: 10.1016/j.jhydrol.2023.130438_b0125
  article-title: Partitioning the contributions of glacier melt and precipitation to the 1971–2010 runoff increases in a headwater basin of the Tarim River
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2020.124579
– volume: 25
  start-page: 3455
  issue: 6
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0190
  article-title: Attribution of growing season evapotranspiration variability considering snowmelt and vegetation changes in the arid alpine basins
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-25-3455-2021
– volume: 127
  issue: 7
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0205
  article-title: Divergent and Changing Importance of Glaciers and Snow as Natural Water Reservoirs in the Eastern and Southern Tibetan Plateau
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2021JD035888
– volume: 226
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0220
  article-title: Glacier change in China over past decades: Spatiotemporal patterns and influencing factors
  publication-title: Earth Sci. Rev.
  doi: 10.1016/j.earscirev.2022.103926
– volume: 519
  start-page: 32
  year: 2019
  ident: 10.1016/j.jhydrol.2023.130438_b0245
  article-title: Changes in river discharge in typical mountain permafrost catchments, northwestern China
  publication-title: Quat. Int.
  doi: 10.1016/j.quaint.2018.11.010
– volume: 607
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0265
  article-title: Estimation of time-varying parameter in Budyko framework using long short-term memory network over the Loess Plateau
  publication-title: China. J. Hydrol.
  doi: 10.1016/j.jhydrol.2022.127571
– volume: 13
  start-page: 2213
  issue: 16
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0165
  article-title: Glacial Change and Its Hydrological Response in Three Inland River Basins in the Qilian Mountains
  publication-title: Western China. Water
– volume: 22
  start-page: 351
  issue: 1
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0155
  article-title: Investigating water budget dynamics in 18 river basins across the Tibetan Plateau through multiple datasets
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-22-351-2018
– volume: 31
  start-page: 1100
  year: 2017
  ident: 10.1016/j.jhydrol.2023.130438_b0290
  article-title: Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River, northwest China
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.11098
– volume: 578
  year: 2019
  ident: 10.1016/j.jhydrol.2023.130438_b0025
  article-title: Changes in glacier mass in the Lenglongling Mountains from 1972 to 2016 based on remote sensing data and modeling
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2019.124010
– volume: 11
  start-page: 1059
  issue: 3
  year: 2017
  ident: 10.1016/j.jhydrol.2023.130438_b0200
  article-title: Response of seasonal soil freeze depth to climate change across China
  publication-title: Cryosphere
  doi: 10.5194/tc-11-1059-2017
– volume: 49
  start-page: 969
  issue: 2
  year: 2013
  ident: 10.1016/j.jhydrol.2023.130438_b0135
  article-title: Vegetation control on water and energy balance within the Budyko framework
  publication-title: Water Resour. Res.
  doi: 10.1002/wrcr.20107
– volume: 14
  start-page: 557
  issue: 3
  year: 2010
  ident: 10.1016/j.jhydrol.2023.130438_b0260
  article-title: Frozen soil parameterization in a distributed biosphere hydrological model
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-14-557-2010
– start-page: 153 pp.
  year: 2008
  ident: 10.1016/j.jhydrol.2023.130438_b0285
– volume: 31
  start-page: 1938
  issue: 10
  year: 2017
  ident: 10.1016/j.jhydrol.2023.130438_b0045
  article-title: Distinguishing streamflow trends caused by changes in climate, forest cover, and permafrost in a large watershed in northeastern China
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.11160
– volume: 35
  start-page: 3833
  issue: 12
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0150
  article-title: The Role of the Snow Ratio in Mass Balance Change under a Warming Climate for the Dongkemadi Glacier, Tibetan Plateau
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-21-0762.1
– volume: 26
  start-page: 4187
  issue: 15
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0060
  article-title: Frozen soil hydrological modeling for a mountainous catchment northeast of the Qinghai-Tibet Plateau
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-26-4187-2022
– volume: 63
  start-page: 1379
  issue: 324)(324
  year: 1968
  ident: 10.1016/j.jhydrol.2023.130438_b0215
  article-title: Estimates of the Regression Coefficient Based on Kendall's Tau
  publication-title: J. Am. Stat. Assoc.
  doi: 10.1080/01621459.1968.10480934
– volume: 328
  year: 2023
  ident: 10.1016/j.jhydrol.2023.130438_b0305
  article-title: Rainfall interception measurements and modeling in a semiarid evergreen spruce (Picea crassifolia) forest
  publication-title: Agric. for. Meteorol.
  doi: 10.1016/j.agrformet.2022.109257
– volume: 328
  start-page: 1382
  issue: 5984
  year: 2010
  ident: 10.1016/j.jhydrol.2023.130438_b0100
  article-title: Climate change will affect the Asian water towers
  publication-title: Science
  doi: 10.1126/science.1183188
– volume: 59
  start-page: 3555
  issue: 11
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0335
  article-title: What induces the spatiotemporal variability of glacier mass balance across the Qilian Mountains
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-022-06283-4
– volume: 124
  start-page: 10814
  issue: 20
  year: 2019
  ident: 10.1016/j.jhydrol.2023.130438_b0145
  article-title: Mass Balance Variation and Associative Climate Drivers for the Dongkemadi Glacier in the Central Tibetan Plateau
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2019JD030615
– volume: 3
  start-page: 618
  issue: 10
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0320
  article-title: The imbalance of the Asian water tower
  publication-title: Nature Reviews Earth & Environment
  doi: 10.1038/s43017-022-00299-4
– volume: 20
  start-page: 393
  issue: 1
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0040
  article-title: New interpretation of the role of water balance in an extended Budyko hypothesis in arid regions
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-20-393-2016
– volume: 150
  start-page: 38
  issue: 1
  year: 2010
  ident: 10.1016/j.jhydrol.2023.130438_b0310
  article-title: On downward shortwave and longwave radiations over high altitude regions: Observation and modeling in the Tibetan Plateau
  publication-title: Agric. for. Meteorol.
  doi: 10.1016/j.agrformet.2009.08.004
– volume: 608
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0070
  article-title: A novel Budyko-based approach to quantify post-forest-fire streamflow response and recovery timescales
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2022.127685
– ident: 10.1016/j.jhydrol.2023.130438_b0075
– volume: 13
  start-page: 245
  issue: 3
  year: 1945
  ident: 10.1016/j.jhydrol.2023.130438_b0175
  article-title: Nonparametric Tests Against Trend
  publication-title: Econometrica
  doi: 10.2307/1907187
– volume: 214–215
  start-page: 402
  year: 2015
  ident: 10.1016/j.jhydrol.2023.130438_b0235
  article-title: Rainfall interception and the coupled surface water and energy balance
  publication-title: Agric. for. Meteorol.
  doi: 10.1016/j.agrformet.2015.09.006
– volume: 49
  start-page: 1
  issue: 164
  year: 2003
  ident: 10.1016/j.jhydrol.2023.130438_b0325
  article-title: Responses of various-sized alpine glaciers and runoff to climatic change
  publication-title: J. Glaciol.
  doi: 10.3189/172756503781830999
– volume: 47
  start-page: 1014
  issue: 5
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0195
  article-title: Response of hydrological processes to permafrost degradation from 1980 to 2009 in the Upper Yellow River Basin
  publication-title: China. Hydrology Research
  doi: 10.2166/nh.2016.096
– volume: 10
  start-page: 902
  issue: 7
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0005
  article-title: Snowmelt Water Alters the Regime of Runoff in the Arid Region of Northwest China
  publication-title: Water
  doi: 10.3390/w10070902
– volume: 643
  start-page: 1166
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0330
  article-title: Effect partition of climate and catchment changes on runoff variation at the headwater region of the Yellow River based on the Budyko complementary relationship
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2018.06.195
– volume: 43
  start-page: 8006
  issue: 15
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0010
  article-title: Snowmelt rate dictates streamflow
  publication-title: Geophys. Res. Lett.
  doi: 10.1002/2016GL069690
– volume: 212
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0050
  article-title: Understanding interactions among climate, water, and vegetation with the Budyko framework
  publication-title: Earth Sci. Rev.
  doi: 10.1016/j.earscirev.2020.103451
– volume: 25
  start-page: 86
  issue: 1
  year: 1955
  ident: 10.1016/j.jhydrol.2023.130438_b0115
  article-title: Rank correlation methods
  publication-title: Br. J. Psychol.
– volume: 542
  start-page: 204
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0210
  article-title: Long-term change in the depth of seasonally frozen ground and its ecohydrological impacts in the Qilian Mountains, northeastern Tibetan Plateau
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2016.09.008
– volume: 126
  issue: 16
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0170
  article-title: The Roles of Catchment Characteristics in Precipitation Partitioning Within the Budyko Framework
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2021JD035168
– volume: 522
  start-page: 326
  year: 2015
  ident: 10.1016/j.jhydrol.2023.130438_b0110
  article-title: Separating the impacts of climate change and human activities on runoff using the Budyko-type equations with time-varying parameters
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2014.12.060
– volume: 11
  start-page: 623
  issue: 3
  year: 2019
  ident: 10.1016/j.jhydrol.2023.130438_b0090
  article-title: Glacier Changes in the Qilian Mountains, Northwest China, between the 1960s and 2015
  publication-title: Water
  doi: 10.3390/w11030623
– volume: 759
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0300
  article-title: The role of climate change and vegetation greening on the variation of terrestrial evapotranspiration in northwest China's Qilian Mountains
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2020.143532
– volume: 126
  issue: 21
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0255
  article-title: Changes of Precipitation-Runoff Relationship Induced by Climate Variation in a Large Glaciated Basin of the Tibetan Plateau
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2020JD034367
– volume: 12
  start-page: 657
  issue: 2
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0055
  article-title: Change in frozen soils and its effect on regional hydrology, upper Heihe basin, northeastern Qinghai-Tibetan Plateau
  publication-title: Cryosphere
  doi: 10.5194/tc-12-657-2018
– volume: 28
  start-page: 1437
  issue: 4
  year: 2017
  ident: 10.1016/j.jhydrol.2023.130438_b0230
  article-title: Variability in Soil Hydraulic Conductivity and Soil Hydrological Response Under Different Land Covers in the Mountainous Area of the Heihe River Watershed
  publication-title: Northwest China. Land Degradation & Development
  doi: 10.1002/ldr.2665
– volume: 51
  start-page: 6500
  issue: 8
  year: 2015
  ident: 10.1016/j.jhydrol.2023.130438_b0140
  article-title: Quantifying the impacts of climate change and ecological restoration on streamflow changes based on a Budyko hydrological model in China's Loess Plateau
  publication-title: Water Resour. Res.
  doi: 10.1002/2014WR016589
– volume: 23
  start-page: 3631
  issue: 9
  year: 2019
  ident: 10.1016/j.jhydrol.2023.130438_b0225
  article-title: Climate change, reforestation/afforestation, and urbanization impacts on evapotranspiration and streamflow in Europe
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-23-3631-2019
– ident: 10.1016/j.jhydrol.2023.130438_b0105
– volume: 33
  start-page: 1040
  issue: 7
  year: 2019
  ident: 10.1016/j.jhydrol.2023.130438_b0275
  article-title: Understanding changes in the water budget driven by climate change in cryospheric-dominated watershed of the northeast Tibetan Plateau
  publication-title: China. Hydrol. Process.
  doi: 10.1002/hyp.13383
– volume: 15
  issue: 6
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0240
  article-title: Hydrologic Impacts of Thawing Permafrost—A Review
  publication-title: Vadose Zone J.
  doi: 10.2136/vzj2016.01.0010
– volume: 558
  start-page: 301
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0270
  article-title: Quantifying the streamflow response to frozen ground degradation in the source region of the Yellow River within the Budyko framework
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2018.01.050
– volume: 7
  start-page: 109
  issue: 1
  year: 2020
  ident: 10.1016/j.jhydrol.2023.130438_b0080
  article-title: Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset
  publication-title: Sci. Data
  doi: 10.1038/s41597-020-0453-3
– volume: 603
  year: 2021
  ident: 10.1016/j.jhydrol.2023.130438_b0250
  article-title: Improving streamflow and flood simulations in three headwater catchments of the Tarim River based on a coupled glacier-hydrological model
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2021.127048
– volume: 147
  start-page: 80
  year: 2016
  ident: 10.1016/j.jhydrol.2023.130438_b0185
  article-title: Separating the impacts of climate change and land surface alteration on runoff reduction in the Jing River catchment of China
  publication-title: Catena
  doi: 10.1016/j.catena.2016.06.041
– volume: 187
  year: 2020
  ident: 10.1016/j.jhydrol.2023.130438_b0295
  article-title: Regional hydrology heterogeneity and the response to climate and land surface changes in arid alpine basin, northwest China
  publication-title: Catena
  doi: 10.1016/j.catena.2019.104345
– volume: 81
  start-page: 531
  issue: 3
  year: 2014
  ident: 10.1016/j.jhydrol.2023.130438_b0020
  article-title: Changes in the glacier extent and surface elevation along the Ningchan and Shuiguan river source, eastern Qilian Mountains
  publication-title: China. Quaternary Research
  doi: 10.1016/j.yqres.2014.01.011
– volume: 123
  start-page: 3414
  issue: 7
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0030
  article-title: Effects of Cryospheric Change on Alpine Hydrology: Combining a Model With Observations in the Upper Reaches of the Hei River
  publication-title: China. J. Geophys. Res. Atmos.
  doi: 10.1002/2017JD027876
– volume: 49
  start-page: 6067
  issue: 9
  year: 2013
  ident: 10.1016/j.jhydrol.2023.130438_b0035
  article-title: Modeling interannual variability of seasonal evaporation and storage change based on the extended Budyko framework
  publication-title: Water Resour. Res.
  doi: 10.1002/wrcr.20493
– volume: 13
  start-page: 51
  issue: 1
  year: 2022
  ident: 10.1016/j.jhydrol.2023.130438_b0160
  article-title: Effect of glaciers on the annual catchment water balance within Budyko framework
  publication-title: Adv. Clim. Chang. Res.
  doi: 10.1016/j.accre.2021.10.004
– volume: 44
  start-page: W03410
  issue: 3
  year: 2008
  ident: 10.1016/j.jhydrol.2023.130438_b0315
  article-title: New analytical derivation of the mean annual water-energy balance equation
  publication-title: Water Resour. Res.
  doi: 10.1029/2007WR006135
– volume: 13
  issue: 8
  year: 2018
  ident: 10.1016/j.jhydrol.2023.130438_b0120
  article-title: Changing groundwater discharge dynamics in permafrost regions
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/aad404
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Snippet •Glacier mass balance and frozen ground were incorporated into the Budyko framework.•Modified Budyko framework could improve the streamflow simulation in...
The remarkable climate change has profound impact on the alpine hydrology, it remains unclear to date on the role of the changes in glacier mass balance and...
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SubjectTerms Budyko framework
climate
climate change
Frozen ground degradation
Glacier mass balance
glaciers
Qilian mountains
stream flow
Streamflow variation
vegetation
water management
Title Attributing the streamflow variation by incorporating glacier mass balance and frozen ground into the Budyko framework in alpine rivers
URI https://dx.doi.org/10.1016/j.jhydrol.2023.130438
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