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GRACE RL06.3时变重力场模型比较分析
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作者 张金辉 李姗姗 +1 位作者 范昊鹏 范雕 《大地测量与地球动力学》 北大核心 2026年第2期234-243,共10页
对CSR、GFZ和JPL发布的RL06.3时变重力场模型,从一阶项、C_(20)和C_(30)及其地表质量异常、平均阶方差、全球地表质量变化的信噪比、典型区域陆地水储量变化等方面进行比较分析。结果表明,3家机构模型的一阶项、C_(20)及其地表质量异常... 对CSR、GFZ和JPL发布的RL06.3时变重力场模型,从一阶项、C_(20)和C_(30)及其地表质量异常、平均阶方差、全球地表质量变化的信噪比、典型区域陆地水储量变化等方面进行比较分析。结果表明,3家机构模型的一阶项、C_(20)及其地表质量异常在趋势项上差异显著,但周年项差异较小;C_(30)项在趋势项上差异较大,而周年项基本一致。同一机构不同阶次的RL06.3时变重力场模型的C_(20)和C_(30)项的趋势项和周年项基本无差异,但不同机构间的差异较为明显,尤其是趋势项差异更为显著。3家机构模型的平均阶方差在低阶项的信号拟合曲线高度一致,在高阶项CSR RL06.3模型的噪声拟合曲线上升最为平缓;3家机构模型的陆地水储量反演结果趋于一致,但CSR和JPL两家机构模型在反演精度和一致性方面表现更优,而GFZ RL06.3模型反演结果的不确定度普遍较大。在反演陆地水储量变化时,若忽略结果的不确定度,建议使用CSR或JPL发布的截断阶数较高的GRACE时变重力场模型,否则建议使用CSR发布的截断阶数较低的GRACE时变重力场模型。 展开更多
关键词 grace 时变重力场模型 RL06.3模型
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基于GRACE的京津冀地区地下水干旱时空变化特征
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作者 李爱民 郭振强 +1 位作者 兀泽坤 成子怡 《郑州大学学报(工学版)》 北大核心 2026年第2期136-144,共9页
针对京津冀地区因长期地下水超采、水资源供需失衡等因素引发的地下水资源短缺与干旱频发问题,探究了该地区地下水干旱的时空演变特征及其影响机制,旨在为该区域水资源的可持续管理提供科学支撑,助力京津冀地区实现高质量发展。采用2003... 针对京津冀地区因长期地下水超采、水资源供需失衡等因素引发的地下水资源短缺与干旱频发问题,探究了该地区地下水干旱的时空演变特征及其影响机制,旨在为该区域水资源的可持续管理提供科学支撑,助力京津冀地区实现高质量发展。采用2003年10月—2023年9月期间的重力恢复与气候实验卫星(GRACE)数据和全球陆面数据同化系统(GLDAS)数据,反演了京津冀地区的地下水储量变化(GWSA)。基于此构建了地下水干旱指数(GDI),后续结合游程理论识别了研究区的地下水干旱事件,并分析了地下水干旱的发生频率以及时空特征。最后,结合气象数据以及水资源公报等数据,进一步探讨了地下水干旱与各影响因素之间的关系。研究结果表明:①京津冀地区中部偏东区域的地下水干旱发生频率较高,东南沿线区域中度及以上程度的地下水干旱发生频率最高。②该地区地下水干旱事件集中发生在2014—2021年的8年间,呈现频次高、影响范围广但干旱强度相对较小的特征。③从季节性空间分布来看,东南沿线城市的秋季和春季干旱情况较为严重,夏季相对较轻,这一分布特征与3—5月和10—11月的农业灌溉活动有关。④从年际空间分布来看,自2014年降水量急剧减少后,地下水干旱情况逐渐加重,至2020年达到最严重程度,全区域出现大面积中度以上地下水干旱现象,2021年随着降水量大幅增加,地下水干旱情况有所缓解。⑤南水北调工程有效补给了京津冀地区的地表水储量,并促进了供水和用水模式的转变,在缓解地下水长期亏损中发挥了重要作用。 展开更多
关键词 grace重力卫星 京津冀地区 地下水干旱 地下水储量 游程理论
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基于GRACE卫星数据的东盟区域陆地水储量变化及极端干旱洪水事件
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作者 童凯 赵银军 +2 位作者 鞠琴 黄珍 胡宝清 《地理科学》 北大核心 2026年第3期608-619,共12页
本文基于GRACE重力卫星数据分析2002—2022年东盟区域陆地水储量变化,并构建GRACE-DSI干旱指数分析湄公河流域极端干旱和洪水事件。结果表明:(1)中南半岛陆地水储量呈减少趋势(趋势为-0.020 cm/月, P<0.05),农业灌溉和地下水抽取等... 本文基于GRACE重力卫星数据分析2002—2022年东盟区域陆地水储量变化,并构建GRACE-DSI干旱指数分析湄公河流域极端干旱和洪水事件。结果表明:(1)中南半岛陆地水储量呈减少趋势(趋势为-0.020 cm/月, P<0.05),农业灌溉和地下水抽取等人类活动是重要原因;加里曼丹岛和苏门答腊岛呈显著增加趋势(趋势分别为0.023 cm/月,P<0.01和0.040 cm/月,P<0.01)。(2)以10°N为界,以北区域陆地水储量季节变化明显,11月至次年4月逐渐减小,5—10月逐渐增加,变化幅度-25~25 cm;以南区域仅10 cm左右变化幅度。研究区降水空间分布不均匀,呈南多北少分布,降水对陆地水储量变化贡献较大。10°N以北区域年降水量为1 000~2 000 mm,5—10月为雨季,11月至次年4月为旱季;10°N以南区域年降水量(部分区域超过3 000 mm)远高于10°N以北区域,但无明显季节变化,导致各月份陆地水储量变化幅度较小。(3)2002—2022年湄公河流域发生了多次干旱和洪水事件,其中2011年7—12月洪水事件和2019年10月—2020年9月干旱事件最为典型。湄公河所在的中南半岛降水季节分配不均匀且季节幅度呈增强趋势。在气温显著上升的背景下,潜在蒸散发呈增加趋势,是造成湄公河流域水旱灾害频繁的重要原因。GRACE-DSI指数能够准确监测湄公河极端干旱和洪水事件,流域干旱和洪水事件受ENSO影响(GRACE-DSI指数与ENSO-ONI指数呈负相关,r=-0.408,P<0.01)。 展开更多
关键词 grace重力卫星 陆地水储量 极端干旱洪水事件 ENSO 东盟区域
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GRACE在大型俯冲型地震同震形变监测中的应用研究及其产品评估
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作者 丁俊 冉将军 +1 位作者 吴昊天 闫政文 《地球物理学报》 北大核心 2026年第2期523-542,共20页
大尺度长时间连续获取重力变化信息的GRACE任务为同震形变监测提供了新的技术手段.GRACE时变重力场产品主要通过谱域或空域建模解算得到,其中谱域建模最为经典且应用广泛的是球谐产品,空域建模最为流行的是Mascon(Mass concentration)产... 大尺度长时间连续获取重力变化信息的GRACE任务为同震形变监测提供了新的技术手段.GRACE时变重力场产品主要通过谱域或空域建模解算得到,其中谱域建模最为经典且应用广泛的是球谐产品,空域建模最为流行的是Mascon(Mass concentration)产品.目前国内外已有22种球谐产品和4种Mascon产品,其中球谐产品应用了包括滤波在内的不同后处理方法.然而在地震同震形变研究中,怎样选择合适的GRACE产品是一个待明确的问题.本文采用统一的同震形变信号检测方法(叠积法)提取了国际主流机构发布的球谐和Mascon产品在GRACE监测到的三次九级左右俯冲型地震(2004年苏门答腊地震、2011年日本东北地震和2010年智利地震)的同震重力变化.基于球体位错理论正演结果的评估表明,研究同震形变时,可以选择任意球谐产品并搭配P3M6去相关和高斯滤波进行后处理.高斯滤波的半径应根据地震信号的强弱进行调节:震级较小且存在较大干扰信号时,需使用更大半径的高斯滤波.戈达德太空飞行中心的Mascon产品(简称GSFC-M)搭配300 km高斯滤波器是研究上述三次地震同震形变的最佳GRACE产品.未经过滤波的GSFC-M产品在三种Mascon产品中对同震重力信号的增强效果最为显著,其提取的信号强度占原始理论模型的比例最高可达82%.本研究评估了多种GRACE球谐和Mascon产品提取同震重力变化的效果差异,为研究者提供了更明确的GRACE产品选择建议. 展开更多
关键词 grace 俯冲型地震 后处理 同震重力变化
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Grace评分联合Lp-PLA2对急性冠脉综合征病人预后的预测价值
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作者 梁雅君 李建国 《中西医结合心脑血管病杂志》 2026年第5期737-741,共5页
目的:探究脂蛋白相关磷脂酶A2(Lp-PLA2)联合全球急性冠状动脉事件注册(Grace)评分对急性冠脉综合征(ACS)病人远期主要不良心血管事件(MACE)的预测价值,并探讨Lp-PLA2与冠状动脉病变严重程度的关系。方法:回顾性分析2021年5月—2022年5... 目的:探究脂蛋白相关磷脂酶A2(Lp-PLA2)联合全球急性冠状动脉事件注册(Grace)评分对急性冠脉综合征(ACS)病人远期主要不良心血管事件(MACE)的预测价值,并探讨Lp-PLA2与冠状动脉病变严重程度的关系。方法:回顾性分析2021年5月—2022年5月山西医科大学附属汾阳医院收治的ACS行PCI术病人277例。以术后12个月是否发生MACE分为MACE组和非MACE组。采用Logistic回归分析ACS病人发生MACE的影响因素,评估Lp-PLA2及联合Grace评分对ACS病人发生MACE的预测价值。结果:与非MACE组比较,MACE组血小板计数、血清肌酐、Lp-PLA2水平、Grace评分高于非MACE组(P<0.05)。Logistic回归分析显示,Lp-PLA2和Grace评分是ACS病人术后发生MACE的独立危险因素(P<0.05)。受试者工作特征(ROC)曲线显示,Lp-PLA2和Grace评分预测ACS病人预后的曲线下面积(AUC)分别为0.787,0.810;敏感度分别为70.0%,81.4%;特异度分别为77.3%,71.5%。Lp-PLA2和Grace评分联合预测的AUC为0.886,敏感度为85.7%,特异度为75.4%。相关性分析显示,Lp-PLA2水平与冠状动脉病变程度呈正相关。结论:Lp-PLA2、Grace评分是ACS病人术后发生MACE的独立危险因素,将Lp-PLA2纳入Grace评分可以提高预测预后的能力。Lp-PLA2水平与冠状动脉病变程度有关。 展开更多
关键词 急性冠脉综合征 grace评分 脂蛋白相关磷脂酶A2 主要不良心血管事件 预测价值
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顾及星敏感器安装矩阵校正的GRACE-FO姿态数据处理研究
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作者 梁磊 王长青 +5 位作者 黄令勇 黄志勇 于瑶瑶 钟敏 闫易浩 穆庆禄 《测绘学报》 北大核心 2026年第2期287-300,共14页
如何获取高精度的姿态数据是重力卫星载荷数据处理的重要研究内容。GRACE-FO的每颗卫星均搭载了3颗星敏感器和1个陀螺仪,融合这两类载荷的测量数据是获得高精度姿态数据的重要途径。本文首先根据星敏感器测量噪声具有各向异性的特点,建... 如何获取高精度的姿态数据是重力卫星载荷数据处理的重要研究内容。GRACE-FO的每颗卫星均搭载了3颗星敏感器和1个陀螺仪,融合这两类载荷的测量数据是获得高精度姿态数据的重要途径。本文首先根据星敏感器测量噪声具有各向异性的特点,建立了星敏感器安装矩阵标定算法;其次,建立了星敏感器低频误差处理方法,使用滑动平均方法抑制低频误差;然后,基于Gibbs矢量建立了四元数改正量和陀螺仪偏差改正量为状态向量的间接Kalman滤波算法;最后,使用GRACE-FO Level-1A数据进行验证,并分析其对时变重力场的影响。结果表明,以其中1个星敏感器为基准,校正另外两颗星敏感器安装矩阵时,解算的卫星姿态差异较小,经过星敏感器安装矩阵校正后,可以降低姿态数据在1个轨道周期(CPR)处的低频误差。根据建立的星敏感器低频误差处理策略,可以较好地压制30 CPR频段内的星敏感器低频误差。对于星敏感器和陀螺仪融合,相较于JPL结果,本文解算的姿态数据为0.0005~0.1 Hz,具有更低的噪声,充分发挥了载荷最大性能。对时变重力场模型反演的影响,从反演的时变重力场的阶方差和等效水高差异上看,基于不同姿态数据解算的时变重力场模型精度基本一致,目前姿态数据精度的提升对时变重力场模型精度影响较小。 展开更多
关键词 grace-FO 卫星姿态 星敏感器低频误差 安装矩阵校正 间接Kalman滤波
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基于GRACE卫星的都思兔河流域水储量变化
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作者 尹文杰 陈华杰 +4 位作者 王雪蕾 黄莉 王琦 查苏娜 杨小鹏 《长江科学院院报》 北大核心 2026年第2期37-44,共8页
GRACE卫星为监测全球及流域尺度的水储量变化提供了有效手段,但不同机构公布的数据产品间存在一定的差异。为了探究都思兔河流域2003—2021年间水储量的时空变化特征,通过融合贝叶斯三角帽法和3种GRACE数据,并利用2018—2021年的地下水... GRACE卫星为监测全球及流域尺度的水储量变化提供了有效手段,但不同机构公布的数据产品间存在一定的差异。为了探究都思兔河流域2003—2021年间水储量的时空变化特征,通过融合贝叶斯三角帽法和3种GRACE数据,并利用2018—2021年的地下水位实测数据对地下水储量进行验证,进一步分析了流域内布龙湖水体面积的变化趋势。最后,利用交叉小波变换方法分析气象因素与地下水储量变化间的响应关系。结果表明:2003—2021年间,都思兔河流域陆地和地下水储量均呈明显的下降趋势,相比于2003—2017年,2018年之后的地下水储量变化下降斜率由-7.37 mm/a提高至-9.52 mm/a,地下水位实测数据与GRACE结果呈相似的下降趋势和季节性特征;近20 a间由于水储量的减少,布龙湖水体面积以-2698 m 2/a的速率减少;交叉小波变换结果显示,地下水储量与降雨呈正相关,而与温度和蒸散发呈负相关。研究成果可为多源卫星数据融合和流域尺度的地下水储量变化评估提供有效数据支撑和技术保障。 展开更多
关键词 贝叶斯三角帽 grace重力卫星 地下水储量变化 交叉小波变换 都思兔河流域
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Detecting the signal cycle of the deep Earth’s dynamic processes based on GRACE satellite and CHAOS-7 model data
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作者 YongGang Zhang ZhengTao Wang +1 位作者 GangHua Ni ShiZe Zhang 《Earth and Planetary Physics》 2026年第1期1-12,共12页
The GRACE(Gravity Recovery and Climate Experiment)space mission recorded temporal variation characteristics of the global gravity field at decadal timescales.The gravity data have been shown to capture the dynamics of... The GRACE(Gravity Recovery and Climate Experiment)space mission recorded temporal variation characteristics of the global gravity field at decadal timescales.The gravity data have been shown to capture the dynamics of flows within the outer core and their effects on the core-mantle boundary.We first aim to remove global surface process gravity signals from the GRACE data.We then construct the global core magnetic field according to the CHAOS-7 model.Finally,we apply the blind source separation method to decompose the processed gravity signals and core magnetic signals and compute the power spectral density of the gravity and magnetic field signals by using the Lomb-Scargle periodogram approach.We have discovered a signal cycle(of~6 years)in the principal components of the core magnetic and gravity signals,potentially as a result of deep Earth processes.The main principal components of the core magnetic and gravity signals reveal that the variation trends in the second-order time derivative of the core magnetic field are similar to those in the gravity field.After 2014,the second-order time derivative of the core magnetic field exhibited linear and rapid change characteristics,which were the same as the change in the gravity field and are consistent with existing research results. 展开更多
关键词 grace satellite time-variable gravity field core magnetic field mass transport blind source separation method
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ALBEDO Gravity Ⅰ 电源线
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《视听前线》 2026年第1期47-47,共1页
特点.来自波兰的ALBEDO Gravity Ⅰ单结晶电源线使用截面积达3.23mm^(2)的导体,在它上面还有Gravity Ⅱ及Gravity Ⅲ两个更高级的型号,主要区别在于导体的线径不同,越高端导体线径就越粗,可承受的电流功率也越大。Gravity Ⅰ采用ALBEDO... 特点.来自波兰的ALBEDO Gravity Ⅰ单结晶电源线使用截面积达3.23mm^(2)的导体,在它上面还有Gravity Ⅱ及Gravity Ⅲ两个更高级的型号,主要区别在于导体的线径不同,越高端导体线径就越粗,可承受的电流功率也越大。Gravity Ⅰ采用ALBEDO自家专有的Monocrystalline单结晶纯银导体,使用有机铁氟龙(Teflon-organic)作为绝缘材料,聚酰胺(Polyamide)作为震动阻尼材料,硅氧树脂(silicone)用来抗静电。 展开更多
关键词 电源线 ALBEDO gravity
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Comparison of atmospheric gravity wave event statistics between Dandong and Lhasa
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作者 YiXuan Chen Chang Lai +2 位作者 QinZeng Li JiYao Xu Wei Yuan 《Earth and Planetary Physics》 2026年第1期176-185,共10页
Using a recognition model of atmospheric gravity waves(AGWs),we identified 519 AGW events from the OH airglow images observed at the Dandong and Lhasa stations from 2015 to 2017.The 317 AGW events detected at the Dand... Using a recognition model of atmospheric gravity waves(AGWs),we identified 519 AGW events from the OH airglow images observed at the Dandong and Lhasa stations from 2015 to 2017.The 317 AGW events detected at the Dandong station have wavelengths ranging from 30 to 60 km,periods from 14 to 20 min,horizontal speeds from 30 to 60 m/s,and relative intensities from 0.4%to 0.6%,respectively.The parameters of 202 events recorded at the Lhasa station mainly vary within 15-35 km in horizontal wavelength,4-6 min in period,40-100 m/s in horizontal velocity,and 0.1%-0.3%in relative intensity.The occurrence rate peaks in winter and summer at Dandong and the peak in summer are absent at Lhasa because of the lack of convective weather.The seasonal propagation directions of the waves are influenced by both the wind field-filtering effect and the distribution of wave sources.In spring,because of the southeastward background wind field,fewer southeastward events are observed at the Dandong station.The situation at the Lhasa station is similar.In summer,both the Lhasa and Dandong stations are dominated by northeastward AGWs,which can be attributed to the southwestward wind.In autumn,ray-tracing results show that the events at Dandong mainly originate from wind shear,whereas the events at the Lhasa station are triggered by convective weather.The location of the wave sources determines the trend of the propagation directions at the Dandong and Lhasa stations in autumn.In winter,because of the eastward wind,more events are propagating to the southwest at the Dandong station. 展开更多
关键词 atmospheric gravity waves backward ray-tracing method wind field filtering convective precipitation
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Constrained and unconstrained melting performance inside a spherical capsule under the impact of low gravity
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作者 Huajing ZHANG Yaqi GAN +3 位作者 Zhirong LIAO Yirong MENG Minhua LI Chao XU 《Science China(Technological Sciences)》 2026年第3期58-69,共12页
The melting process of a phase change material(PCM) inside a capsule can be promising in the thermal management of spacecraft. Such spacecraft operate under various gravity conditions, but previous studies have mostly... The melting process of a phase change material(PCM) inside a capsule can be promising in the thermal management of spacecraft. Such spacecraft operate under various gravity conditions, but previous studies have mostly considered the influence of gravity conditions on the constrained melting process of a PCM and not on its unconstrained melting process. In this study, a numerical model was constructed to comprehensively analyze the constrained and unconstrained melting processes of a PCM inside a spherical capsule under low-gravity conditions. After validation, the model was then applied to investigating the effects of low-gravity conditions on the evolution of velocity, temperature, melt layer thickness, heat transfer, liquid fraction, and total melting time. For the unconstrained melting process, low-gravity conditions weaken buoyancy-driven natural convection and slow down the solid PCM downward trend, thereby limiting the melting rate. In addition, the melt layer thickness does not increase linearly with decreasing gravity. Specifically, the increase in melt layer thickness is smaller by about 1.06 mm when the gravity drops from 0.4g to 0.2g compared to when it drops from 0.2g to 0.1g. The local heat flux in the contact melting area gradually decreases with the reduction of gravity during the unconstrained melting process. During the constrained melting process, notable oscillations in the local heat flux were observed. Decreasing the gravity from g to 0g increased the total melting times of the constrained and unconstrained melting processes by 417% and 621%, respectively. 展开更多
关键词 constrained and unconstrained melting process phase change materials low gravity spherical capsule numerical study
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基于GRACE/GRACE-FO的黄河流域水储量及干旱特征研究 被引量:3
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作者 栾奎峰 薛家盛 +4 位作者 冯贵平 胡健聪 管志豪 朱卫东 元建胜 《干旱区研究》 北大核心 2025年第2期246-257,共12页
基于GRACE和GRACE-FO重力卫星数据反演2002—2022年黄河流域陆地水储量,并计算标准化水储量赤字干旱指数(Water Storage Deficit Index,WSDI),分析了2002—2022年黄河流域的干旱特征。结果表明:在2002—2022年期间,黄河流域全域、上游... 基于GRACE和GRACE-FO重力卫星数据反演2002—2022年黄河流域陆地水储量,并计算标准化水储量赤字干旱指数(Water Storage Deficit Index,WSDI),分析了2002—2022年黄河流域的干旱特征。结果表明:在2002—2022年期间,黄河流域全域、上游和中下游陆地水储量的长期减少趋势约为5.43 mm·a^(-1)、1.03 mm·a^(-1)和8.36 mm·a^(-1)。在2002—2022年间,黄河流域全域、上游和中下游分别发生干旱事件6次、11次和8次。在干旱强度上,黄河流域上游多见中度及以上干旱,中下游多见轻度干旱,全域多见轻度干旱。2022年黄河流域干旱事件集中发生在上游和中下游交界处,黄河流域上游是干旱事件主要发生区域,除黄河源区外,全年均处于干旱状态;黄河流域上游和中下游交界处的内流河流域和汾河流域干旱现象明显;黄河流域下游仅有少数月份受干旱影响。在2022年内,干旱事件中心从前套流域逐步迁移到西套流域。 展开更多
关键词 grace/grace-FO 陆地水储量 干旱 黄河流域
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基于GRACE重力卫星数据的陆地水储量反演及应用 被引量:1
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作者 王林攀 王宣宣 +3 位作者 岁姚炳 刘虎 朱翰林 张宇博 《人民长江》 北大核心 2025年第11期190-196,共7页
GRACE重力卫星为大尺度陆地水储量监测提供了新手段。目前,GRACE重力卫星数据已被广泛应用于全球尺度和流域尺度的陆地水储量反演。阐述了GRACE重力卫星的工作原理、发展历程和国内外研究现状,总结了GRACE重力卫星数据在地下水监测、蒸... GRACE重力卫星为大尺度陆地水储量监测提供了新手段。目前,GRACE重力卫星数据已被广泛应用于全球尺度和流域尺度的陆地水储量反演。阐述了GRACE重力卫星的工作原理、发展历程和国内外研究现状,总结了GRACE重力卫星数据在地下水监测、蒸散发估算和干旱识别等领域的应用情况。归纳了当前存在的问题和改进方法,指出目前GRACE重力卫星数据存在空间分辨率较低、时间序列较短、存在一定误差等问题。提出了降尺度、多源数据融合等提高GRACE重力卫星数据的适应性和可靠性的途径和方向。研究成果能够为陆地水储量有效监测及GRACE卫星在水利相关领域的应用提供参考。 展开更多
关键词 grace重力卫星 陆地水储量 地下水监测 蒸散发估算 干旱识别
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A High-Resolution Earth’s Gravity Field Model SGG-UGM-2 from GOCE,GRACE,Satellite Altimetry,and EGM2008 被引量:22
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作者 Wei Liang Jiancheng Li +2 位作者 Xinyu Xu Shengjun Zhang Yongqi Zhao 《Engineering》 SCIE EI 2020年第8期860-878,共19页
This paper focuses on estimating a new high-resolution Earth’s gravity field model named SGG-UGM-2 from satellite gravimetry,satellite altimetry,and Earth Gravitational Model 2008(EGM2008)-derived gravity data based ... This paper focuses on estimating a new high-resolution Earth’s gravity field model named SGG-UGM-2 from satellite gravimetry,satellite altimetry,and Earth Gravitational Model 2008(EGM2008)-derived gravity data based on the theory of the ellipsoidal harmonic analysis and coefficient transformation(EHA-CT).We first derive the related formulas of the EHA-CT method,which is used for computing the spherical harmonic coefficients from grid area-mean and point gravity anomalies on the ellipsoid.The derived formulas are successfully evaluated based on numerical experiments.Then,based on the derived least-squares formulas of the EHA-CT method,we develop the new model SGG-UGM-2 up to degree 2190 and order 2159 by combining the observations of the Gravity Field and Steady-State Ocean Circulation Explorer(GOCE),the normal equation of the Gravity Recovery and Climate Experiment(GRACE),marine gravity data derived from satellite altimetry data,and EGM2008-derived continental gravity data.The coefficients of degrees 251–2159 are estimated by solving the block-diagonal form normal equations of surface gravity anomalies(including the marine gravity data).The coefficients of degrees 2–250 are determined by combining the normal equations of satellite observations and surface gravity anomalies.The variance component estimation technique is used to estimate the relative weights of different observations.Finally,global positioning system(GPS)/leveling data in the mainland of China and the United States are used to validate SGG-UGM-2 together with other models,such as European improved gravity model of the earth by new techniques(EIGEN)-6C4,GECO,EGM2008,and SGG-UGM-1(the predecessor of SGG-UGM-2).Compared to other models,the model SGG-UGM-2 shows a promising performance in the GPS/leveling validation.All GOCE-related models have similar performances both in the mainland of China and the United States,and better performances than that of EGM2008 in the mainland of China.Due to the contribution of GRACE data and the new marine gravity anomalies,SGG-UGM-2 is slightly better than SGG-UGM-1 both in the mainland of China and the United States. 展开更多
关键词 gravity field model GOCE grace Satellite altimetry Block-diagonal least-squares
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基于GRACE卫星和监测井资料塔里木河流域的地下水储量变化分析 被引量:1
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作者 李丽君 赵磊 张思源 《陕西水利》 2025年第3期28-30,共3页
塔里木河流域位于中国西北极端干旱区,其地下水开采十分严重,常态化精准监测该地区地下水储量变化具有十分重要的生态意义。基于GRACE卫星和GLDAS水文模型反演塔里木河流域的地下水储量变化,并结合地下水井资料进行对比分析,提出“浅层... 塔里木河流域位于中国西北极端干旱区,其地下水开采十分严重,常态化精准监测该地区地下水储量变化具有十分重要的生态意义。基于GRACE卫星和GLDAS水文模型反演塔里木河流域的地下水储量变化,并结合地下水井资料进行对比分析,提出“浅层+深层”地下水相结合的方法得到总地下水储量的变化。结果表明,GRACE卫星和GLDAS数据反演的水储量均呈现周期性波动;GRACE卫星和浅层地下水井估计的地下水储量结果相关性为0.79;浅层地下水在融合深层地下水井监测资料后所估计的地下水储量变化与GRACE反演的结果相关性为0.83,并表明浅层地下水变化是塔里木河流域地下水储量变化的主要原因。该研究方法提高了塔里木河流域地下水储量估计的精度,可为GRACE卫星在极端干旱区对地下水储量监测结果提供可靠的验证。 展开更多
关键词 grace卫星 塔里木河流域 地下水储量变化 监测井 深层地下水
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Seasonal gravity changes estimated from GRACE data 被引量:3
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作者 Zhengbo Zou Hui Li +1 位作者 Zhicai Luo Lelin Xing 《Geodesy and Geodynamics》 2010年第1期57-63,共7页
Since 2002, the GRACE program has provided a large amount of high-precision data, which can be used to detect temporal gravity variations related to global mass re-distribution inside the fluid envelop of the surface ... Since 2002, the GRACE program has provided a large amount of high-precision data, which can be used to detect temporal gravity variations related to global mass re-distribution inside the fluid envelop of the surface of the Earth. In order to make use of the GRACE data to investigate earthquake-related gravity changes in China, we first studied the degree variances of the monthly GRACE gravity field models, and then applied decorrelation and Gaussian smoothing method to obtain seasonal gravity changes in China. By deducting the multi-year mean seasonal variations from the seasonal maos,we found some earthouake-related gravity anomalies. 展开更多
关键词 grace EARTHQUAKE gravity variations DECORRELATION Gaussian smoothing.
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Long-term gravity changes in Chinese mainland from GRACE and ground-based gravity measurements 被引量:3
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作者 Xing Lelin Li Hui +2 位作者 Xuan Songbai Kang Kaixuan Liu Xiaoling 《Geodesy and Geodynamics》 2011年第3期61-70,共10页
A long-term (9 years) gravity change in Chinese mainland is obtained on the basis of observation of the ground-based national gravity network. The result shows several features that may be related to sore, large-sca... A long-term (9 years) gravity change in Chinese mainland is obtained on the basis of observation of the ground-based national gravity network. The result shows several features that may be related to sore, large-scale groundwater pumping in North China, glacier-water flow and storage in Tianshan region, and pre seismic gravity changes of the 2008 MsS. 0 Wenchuan earthquake, which are spatially similar to co-seismi, changes but reversed in sign. These features are also shown in the result of the satellite-based GRACE obser vation, after a height effect is corrected with GPS data. 展开更多
关键词 grace ground-based gravity measurement mass distribution EARTHQUAKE
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Investigation of the Co-seismic Gravity Field Variations Caused by the 2004 Sumatra-Andaman Earthquake Using Monthly GRACE Data 被引量:9
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作者 李进 申文斌 《Journal of Earth Science》 SCIE CAS CSCD 2011年第2期280-291,共12页
Gravity Recovery and Climate Experiment(GRACE) observations have been used to de-tect the co-seismic and post-seismic gravity field variations due to the Mw=9.3 Sumatra-Andaman earthquake that occurred on December 2... Gravity Recovery and Climate Experiment(GRACE) observations have been used to de-tect the co-seismic and post-seismic gravity field variations due to the Mw=9.3 Sumatra-Andaman earthquake that occurred on December 26,2004.This article focuses on investigating some gravita-tional effects caused by this huge earthquake.We computed the geoid height changes,the equivalent water height(EWH) changes,and the gravity changes using the GRACE Level-2 monthly spherical harmonic(SH) solutions released by University of Texas Center for Space Research(UTCSR).The GRACE results agree well with the prediction by a dislocation model and are consistent with the results obtained by some previous scholars.In particular,we calculated the three components of the gravity gradient variations and found that they can recover the seismic-related signature more sensitively due to a certain degree of amplification of the signals.A positive-negative-positive mode predominates in the spatial distribution of the horizontal components of the gravity gradient variations,which is possibly attributed to the anomalies in the crustal density distribution caused by the uplift-subduction effect of the dip-slip earthquake.Moreover,the latitude components of the gravity gradient changes show strong suppression of the north-south stripes,which is due to the along-orbit measurements of the two GRACE satellites.We conclude that the posi-tive-negative-positive mode in latitude gravity gradient changes would be a more sensitive fea-ture to detect the deformations of some major dip-slip earthquakes by GRACE data. 展开更多
关键词 satellite geodesy time-variablegravity gravity gradient change dislocation model Sumatra-Andaman earthquake.
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GRACE time-variable gravity and its application to geoscience:Quantitative analysis of relevant literature 被引量:3
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作者 Cao Liu WenKe Sun 《Earth and Planetary Physics》 EI CSCD 2023年第2期295-309,共15页
The Gravity Recovery and Climate Experiment(GRACE)is the most important gravity satellite to date in human history.Since its launch in 2002,GRACE time-varying gravity has had an unprecedented impact on earth science a... The Gravity Recovery and Climate Experiment(GRACE)is the most important gravity satellite to date in human history.Since its launch in 2002,GRACE time-varying gravity has had an unprecedented impact on earth science and has generated revolutionary changes.Because of natural phenomena such as climate warming,glacial melting,sea level rise,and earthquakes,earth science research has become an increasingly popular discipline in recent years.This article summarizes the importance of GRACE time-varying gravity,its application to geoscience,and its development.We analyzed the historical development and current status of GRACE time-varying gravity as well as research hotspots by searching the literature in the core collection databases of the China National Knowledge Infrastructure and the Web of Science over the past 20 years.The CiteSpace and VOSviewer software packages were applied with reference to the principle of literature metrology.Our investigation and analysis of characteristic indexes,such as the numbers of publications,co-occurrence of keywords,and co-citation of documents,uncovered the wide application and promotion of gravity satellites,especially GRACE time-varying gravity,in earth science.The results showed that the number of publications addressing GRACE data and time-varying gravity theory is increasing annually and that the USA,China,and Germany are the main producers.The Chinese Academy of Sciences,the National Aeronautics and Space Administration of the United States,and the Helmholtz Association of German Research Centres rank among the top three institutions in the world in terms of producing the most publications on this topic.We found that GRACE time-varying gravity plays unique roles in measuring changes in terrestrial water storage changes,ice and snow melting and sea level changes,and(co)seismic gravity changes,as well as in promoting other disciplines. 展开更多
关键词 gravity Recovery and Climate Experiment(grace) gravity Recovery and Climate Experiment Follow-On(grace-FO) time-varying gravity BIBLIOMETRY mass change CiteSpace VOSviewer
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Progress in satellite gravity recovery from implemented CHAMP,GRACE and GOCE and future GRACE Follow-On missions 被引量:8
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作者 Zheng Wei Xu Houze 《Geodesy and Geodynamics》 2015年第4期241-247,共7页
Firstly, the Earth's gravitational field from the past Challenging Minisatellite Payload (CHAMP) mission is determined using the energy conservation principle, the combined error model of the cumulative geoid heigh... Firstly, the Earth's gravitational field from the past Challenging Minisatellite Payload (CHAMP) mission is determined using the energy conservation principle, the combined error model of the cumulative geoid height influenced by three instrument errors from the current Gravity Recovery and Climate Experiment (GRACE) and future GRACE Follow-On missions is established based on the semi-analytical method, and the Earth's gravitational field from the executed Gravity Field and Steady-State Ocean Circulation Explorer (GOCE) mission is recovered by the space-time-wise approach. Secondly, the cumulative geoid height errors are 1.727 × 10^-1 m, 1.839 × 10^-1 m and 9.025 × 10^ -2 m at degrees 70,120 and 250 from the implemented three-stage satellite gravity missions consisting of CHAMP, GRACE and GOCE, which preferably accord with those from the existing earth gravity field models involving EIGEN-CHAMP03S, EICEN-GRACE02S and GO_CONS GCF 2 DIR R1. The cumulative geoid height error is 6.847 × 10 ^-2 m at degree 250 from the future GRACE Follow-On mission. Finally, the complementarity among the four-stage satellite gravity missions including CHAMP, GRACE, GOCE and GRACE Follow-On is demonstrated contrastively. 展开更多
关键词 CHAMP (Challenging Minisatellite Payload)grace gravity Recovery and Climate Experiment)GOCE gravity Field and Steady-State Ocean Circulation Explorer)grace Follow-OnEnergy conservation principle Semi-analytical method Space-time-wise approach
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