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 in | Journal of hydrology (Amsterdam) Vol. 628; p. 130438 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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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. |
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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 |
Author_xml | – sequence: 1 givenname: Linshan orcidid: 0000-0002-6862-4106 surname: Yang fullname: Yang, Linshan email: yanglsh08@lzb.ac.cn 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: 2 givenname: Qi surname: Feng fullname: Feng, Qi 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: 3 givenname: Tingting surname: Ning fullname: Ning, Tingting email: ningting2012@126.com 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: 4 givenname: Tiaoxue surname: Lu fullname: Lu, Tiaoxue 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: 5 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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Keywords | Glacier mass balance Streamflow variation Frozen ground degradation Budyko framework Qilian mountains |
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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 |
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