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The precipitation, atmospheric pressure and the water level of Three Gorges reservoir near Zhongzhou. The black vertical line is for marking May 10, 2012

The precipitation, atmospheric pressure and the water level of Three Gorges reservoir near Zhongzhou. The black vertical line is for marking May 10, 2012

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Geological hazard monitoring is essential to the prevention and control of geological hazards, yet conventional monitoring is often conducted for local geological hazards, and the relation between monitored results and geological hazards remains poorly understood. In this study, a regional load deformation field model was constructed using data fro...

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... Indeed, several researchers have demonstrated the ability of the CORS network to obtain real-time information from selected monitoring stations in certain regions, providing references for monitoring spatial dynamics as well as comprehensive continuous regional observation data [14][15][16]. In addition, the load-deformation theory demonstrated that changes in the surface environmental mass (e.g., atmosphere, surface water, groundwater, and ocean) lead to load vertical deformation, thereby influencing the seasonal periodic signals in the geodesic height variations of CORS stations [17][18][19]. Argus [20] used the seasonal signals of GNSS vertical data to invert the terrestrial water storage anomalies (TWSA) in California, showing consistent spatial distribution data with that inverted using GRACE. In addition, He [21] inverted the changes in the TWSA in Yunnan Province from 2010 to 2014 and compared the GNSS data with those of GRACE and GLDAS, discussing the possibility of GNSS to separately operate and monitor the TWSA. ...
... In this study, the global and regional high-resolution models were combined to calculate the high-precision load deformation field in the study area using the removerestore method. Figure 2 shows the procedure used in this study [12,19]. ...
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The redistribution of surface mass (e.g., atmosphere, soil water, oceans, and groundwater) can cause load responses, resulting in vertical deformations of the crust. Indeed, the global navigation satellite system (GNSS)-based continuously operating reference stations (CORS) are able to accurately measure the vertical deformation caused by surface mass loads. In this study, the CORS was used to invert groundwater storage anomalies (GWSA), represented by the equivalent water height (EWH), after removing the effect of the non-groundwater surface mass load (atmospheric, groundwater, and non-tidal oceanic loads) from the vertical deformation monitored by CORS. In addition, the global and regional high-resolution surface mass models were combined to calculate the high-precision load deformation field in in western Yunnan using the remove–restore method, thereby obtaining more accurate surface mass load data and improving the accuracy of the inverted GWSA results. In order to assess the feasibility of the CORS inversion for the GWSA used, 66 CORS stations in western Yunnan Province were considered, presenting weekly GWSA data from 10 January 2018 to 31 December 2020. The results revealed significant seasonal variation in GWSA in the study area, showing an amplitude range of −200–200 mm. This approach is based on the already-established CORS network without requiring additional set-up costs. In addition, the reliability of CORS inverse results was assessed using Gravity Recovery and Climate Experiment (GRACE) inverse results and actual groundwater monitoring data. According to the obtained results, GWSA can be monitored by both CORS and GRACE data; however, CORS provided a more effective spatiotemporal resolution of GWSA. Therefore, the CORS network combined with surface mass load data is able to effectively monitor the spatiotemporal dynamics of GWSA in small-scale areas and provides important references for the study of hydrology.
... Since the impoundment successfully reached its largest capacity (i.e., ~175 m water level) in 2008, the water level of the reservoir is perennially controlled in the periodic fluctuation between 145 m and 175 m for meeting the needs of flood control and irrigation in its lower reaches of the Yangtze River basin. The huge water storage change caused by impoundment in the TGR and its impacts on the regional environment [4][5][6] and accompanying variations in crustal load and deformation due to the water level rising and falling have been the focus issues for a long time [7,8]. The result of water storage fluctuation is considered as important inducing factors for geological hazards such as The huge water storage change caused by impoundment in the TGR and its impacts on the regional environment [4][5][6] and accompanying variations in crustal load and deformation due to the water level rising and falling have been the focus issues for a long time [7,8]. ...
... The huge water storage change caused by impoundment in the TGR and its impacts on the regional environment [4][5][6] and accompanying variations in crustal load and deformation due to the water level rising and falling have been the focus issues for a long time [7,8]. The result of water storage fluctuation is considered as important inducing factors for geological hazards such as The huge water storage change caused by impoundment in the TGR and its impacts on the regional environment [4][5][6] and accompanying variations in crustal load and deformation due to the water level rising and falling have been the focus issues for a long time [7,8]. The result of water storage fluctuation is considered as important inducing factors for geological hazards such as reservoir earthquakes and landslides around the TGR [7,8]. ...
... The result of water storage fluctuation is considered as important inducing factors for geological hazards such as The huge water storage change caused by impoundment in the TGR and its impacts on the regional environment [4][5][6] and accompanying variations in crustal load and deformation due to the water level rising and falling have been the focus issues for a long time [7,8]. The result of water storage fluctuation is considered as important inducing factors for geological hazards such as reservoir earthquakes and landslides around the TGR [7,8]. Therefore, constructing a water storage model of the TGR is necessary to estimate the impacts due to water storage change. ...
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... Continuous regional-scale monitoring has been largely underexplored, and too little work has been devoted to it [25]- [27]. Continuously operating reference station (CORS) ground-fixed observation stations continuously observe satellite navigation signals for a long period of time to obtain observation data and transmit the observation data to the data center in real time or at regular intervals through a communication facility [3]. Several studies have revealed that the CORS network can continuously obtain the dynamic positioning information of fixed stations in the area as a spatial reference for dynamic monitoring, and provide sufficient data support for continuous regional-scale monitoring [28]- [30]. ...
... Changes in the ground environment lead to changes in load and thus to changes in stability factors [3], [41], [42].The surface environmental load changes mainly include the load impact caused by changes in the atmosphere, soil moisture, sea level and groundwater [42]- [46]. Load change can be illustrated by equivalent water height (EWH) [41], [42], [47]- [49]. ...
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