Sensors · 2016 · 23 citations · 56 references
Natural SciencesEarth SciencesHydrologyCatchment HydrologyGeodesyGroundwater HydrologyData AssimilationGeodetic InstrumentationHydrologic Data AnalysisHydrologic Time Series AnalysisHydrological ModelingCrustal Deformation AnalysisCrustal Deformation MonitoringGeodetic InversionGlobal Positioning SystemGravity Recovery And Climate ExperimentHeadwater HydrologyVertical Crustal DeformationWater Storage Change Detection
This study uses the observed vertical displacements of Global Positioning System (GPS) time series obtained from the Crustal Movement Observation Network of China (CMONOC) with careful pre- and post-processing to estimate the seasonal crustal deformation in response to the hydrological loading in lower three-rivers headwater region of southwest China, followed by inferring the annual EWH changes through geodetic inversion methods. The Helmert Variance Component Estimation (HVCE) and the Minimum Mean Square Error (MMSE) criterion were successfully employed. The GPS inferred EWH changes agree well qualitatively with the Gravity Recovery and Climate Experiment (GRACE)-inferred and the Global Land Data Assimilation System (GLDAS)-inferred EWH changes, with a discrepancy of 3.2-3.9 cm and 4.8-5.2 cm, respectively. In the research areas, the EWH changes in the Lancang basin is larger than in the other regions, with a maximum of 21.8-24.7 cm and a minimum of 3.1-6.9 cm.
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