首页|应用GRACE和气象数据监测黄河流域陆地水储量时空变化

应用GRACE和气象数据监测黄河流域陆地水储量时空变化

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黄河流域陆地水储量的动态监测及其时空变化规律对流域生态保护和社会发展具有重要意义.研究采用黄河流域2002~2020年GRACE/GRACE-FO卫星数据、气象站点数据,通过多层感知神经网络重建缺失数据,结合不同气候环境下水资源补给、人类活动差异,分析青藏高原地区、黄土高原地区、下游地区的特点,进一步联合流域整体,获得各分区及流域整体的陆地水储量时序、空间变化规律和气候要素时序变化规律,并分析影响因素.结果表明:①黄河流域整体陆地水储量呈下降趋势,青藏高原地区呈上升趋势,区域水储量变化驱动力不同;②陆地水储量在不同区域均存在季节性变化规律,黄土高原地区、下游地区年降水量峰值与年水储量峰值存在2~3个月的滞后期,青藏高原地区则不存在滞后期.
Application of GRACE and Meteorological Data to Monitor Terrestrial Water Storage in the Yellow River Basin
Providing a dynamic method to monitor water storage in the Yellow River Basin and obtaining spatial and temporal conclusions on real-time water storage changes is of great significance to the ecological protection and social development of the basin.In this study,we adopted GRACE/GRACE-FO satellite data and meteo-rological station data from 2002 to 2020 in the Yellow River basin,reconstructed the missing data through multi-layer perceptual neural network.We analysed the characteristics of the Tibetan Plateau region,the Loess Plateau region,and the downstream region by combining the differences in water resources recharge,and hu-man activities under different climatic environments.We further united the basin as a whole,and obtained the sub-districts and basin overall temporal and spatial patterns of change of terrestrial water reserves and temporal patterns of change of climate elements,and then analysed the influencing factors.The results showed as fol-lows:①The overall land water reserves in the Yellow River Basin showed a downward trend,while the Qing-hai-Tibet Plateau showed an upward trend,and the driving forces of regional water reserves were different.②There is a seasonal variation of land water reserves in different regions.There is a lag of 2~3 months be-tween peak annual precipitation and peak annual water storage in the Loess Plateau region and downstream re-gion,but not in the Tibetan Plateau region.

GRACEYellow River basinTerrestrial water storageTemporal variationSpatial variation

张博、曹丹平、唐家奎

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中国石油大学(华东)地球科学与技术学院,山东 青岛 266580

中国科学院大学资源与环境学院,北京 100049

GRACE 黄河流域 陆地水储量 时序变化 空间变化

国家自然科学基金项目

42325403

2024

遥感技术与应用
中国科学院遥感联合中心

遥感技术与应用

CSTPCD北大核心
影响因子:0.961
ISSN:1004-0323
年,卷(期):2024.39(3)
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