过去30a青藏高原东部多年冻土退化区地表水体变化特征OA
Surface Water Dynamics in Degrading Permafrost Regions of Eastern Qinghai-Xizang Plateau over Past 30 Years
青藏高原地区被称为气候变化的"敏感区"以及全球气候变化的"驱动器"和"放大器",其地表水体作为冻土退化的敏感指示因子有着重要研究意义.研究利用1995-2024年Landsat5/8卫星遥感影像,采用年平均地温反演经验模型和NDWI水体指数阈值法,对多年冻土区在退化状态下地表水体演变的时空特征及其与气候变化的响应关系进行了探究.结果表明:研究区内多年冻土区和季节冻土区面积占比分别为63%和37%,根据验证反演精度达88.1%.1995-2024年,研究区水体数量增长40%(≤0.01 km2水体贡献为主),面积增长29%((1,100]km2水体贡献为主);多年冻土区水体数量增加85%(≤0.01 km2水体为主),面积增幅28%;季节冻土区水体数量增长16%,面积增长28%((1,100]km2水体驱动).研究区水体增加的主导因素是气温升高,降水在多数情况下不是主要驱动因素,且多年冻土区水体对气候的响应更加敏感.研究可为理解全球变暖下高原冻土区水资源和环境变化提供新的案例和数据支撑.
[Objective]As a region characterized by extensive permafrost,the Qinghai-Xizang Plateau has underg-one significant environmental changes under global climate change.Surface water dynamics serve as sensitive indi-cators of permafrost degradation.This study investigates surface water changes over the past 30 years in a typical permafrost degradation area of the eastern Qinghai-Xizang Plateau,distinguishes variations between permafrost and seasonally frozen ground zones,and analyzes their relationships with temperature and precipitation.[Methods]Landsat 5 and Landsat 8 satellite images from 1995 to 2024(August data only)were processed using Google Earth Engine(GEE)to remove clouds and high-reflectance interference through median-pixel compositing.An empirical annual mean ground temperature model,corrected for slope and aspect,was applied to classify permafrost and sea-sonally frozen ground zones.Surface water bodies were extracted using the Normalized Difference Water Index(ND-WI)with an Otsu global-local thresholding method.The results were further refined using slope and hillshade data derived from the ASTER Global Digital Elevation Model(GDEM).Surface water bodies were classified by area into four categories:≤0.001,(0.001,0.01],(0.01,1],and(1,100]km2.Monthly temperature and precipitation data from local meteorological stations were used to analyze correlations with water body metrics.[Results]Permafrost and seasonally frozen ground zones accounted for approximately 63%and 37%of the study area,respectively,with a classification accuracy of 88.1%as confirmed by field surveys.Between 1995 and 2024,the total number of water bodies increased by 40%,mainly driven by small water bodies(≤0.01 km2),while the total water surface area expanded by 29%,dominated by large water bodies((1,100]km2).In permafrost zones,the number of water bodies increased by 85%,primarily due to small water bodies formed by thaw-induced subsidence,whereas the ar-ea increased by 28%.Seasonally frozen ground zones showed a moderate 16%increase in the total number of water bodies and a 28%increase in area,largely attributable to larger water bodies.Correlation analysis revealed signifi-cant positive relationships between temperature and water body metrics(r>0.75),with smaller water bodies exhibi-ting the highest temperature sensitivity.Conversely,precipitation generally had weak or negative correlations with water dynamics,particularly in permafrost zones,where heavy rainfall often promoted drainage and lake outflow.Seasonally frozen ground zones showed limited sensitivity to precipitation due to higher infiltration rates.[Conclu-sion]Rising temperatures primarily drive the expansion of surface water,exceeding the effects of precipitation.Permafrost zones are highly sensitive to warming,as indicated by rapid increases in small water bodies,whereas seasonally frozen ground zones maintain stable water body counts with area expansion driven by larger lakes.Precip-itation plays a secondary or even negative role in water dynamics.The distinct responses of water bodies under dif-ferent freeze-thaw conditions highlight the complexity of hydrological changes driven by climate warming,providing crucial insights for future environmental predictions and resource management on the Qinghai-Xizang Plateau.
杨友刚;郭子龙;柴明堂;冯建伟;张航;申梁;李国玉;齐舜舜
长江勘测规划设计研究有限责任公司岩土分公司,武汉 430010宁夏大学土木与水利工程学院,银川 750021||宁夏大学黄河水联网数字治水重点实验室,银川 750021宁夏大学土木与水利工程学院,银川 750021||宁夏大学黄河水联网数字治水重点实验室,银川 750021长江勘测规划设计研究有限责任公司岩土分公司,武汉 430010长江勘测规划设计研究有限责任公司岩土分公司,武汉 430010长江勘测规划设计研究有限责任公司岩土分公司,武汉 430010中国科学院西北生态环境资源研究院冰冻圈科学与冻土工程全国重点实验室,兰州 730000中国科学院西北生态环境资源研究院冰冻圈科学与冻土工程全国重点实验室,兰州 730000
建筑与水利
冻土退化地表水体时空演变气候响应NDWI冻土分布模型
permafrost degradationsurface water bodyspatiotemporal evolutionclimate responseNDWIper-mafrost distribution model
《长江科学院院报》 2026 (4)
52-60,9
宁夏重点研发项目(2023BSB03021)西藏自治区重点研发计划项目(XZ202401ZY0040)甘肃省科技重大专项(22ZD6FA004,23ZDFA017)宁夏高等学校一流学科建设项目(NXYLXK2021A03)
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