Doctor of Philosophy, The Ohio State University, 2023, Civil Engineering
Satellite gravimetry (Gravity Recovery and Climate Experiment (GRACE)) detects spatiotemporal gravity variations resulting from mass changes in the cryosphere and hydrosphere. However, it is confronted with challenges, such as limited spatial resolution (approximately 330 km) and signal leakage at the ocean–land interface. This study employs alternative satellite geodesy methods providing higher spatial resolution than typical methods. Accordingly, they enable more detailed analysis for exploring mass changes in the Greenland Ice Sheet (GrIS) and fluctuations in terrestrial water storage (TWS) across the United States.
In the context of ice melting studies, satellite radar and laser altimetry deliver precise measurements of surface elevation changes (SECs) with spatial resolutions ranging from a few hundred meters to several kilometers. This enables a thorough investigation of variations in individual glaciers. Additionally, the continuous Ku-band radar altimetry missions allow for the generation of SEC time series dating back to 1992. However, the previous methods are incapable of incorporating data contributions from neighboring grids, potentially introducing biases or artificial signals. To resolve this problem, an innovative Kalman filter integration method is developed. The resulting monthly SEC product offers unprecedented accuracy. Furthermore, a stochastic filter is employed to estimate time-dependent rates instead of relying on constant rates over specific periods. Complex patterns of acceleration and deceleration in SEC have been observed across various ocean-terminating glaciers. Notably, the GrIS did not experience significant mass loss from 1995 to 2000. However, before 2000, the melting of GrIS began to accelerate, with the most severe melting occurring from 2011 to 2013, especially along the western Greenland coastal areas. Subsequently, ice melting gradually decelerated until 2017; however, it accelerated again in 2019–2020. Presently, the GrIS is (open full item for complete abstract)
Committee: Lei Wang (Advisor); Gil Bohrer (Committee Member); Michael Bevis (Committee Member)
Subjects: Civil Engineering