Title :
The role of weather models in mitigation of tropospheric delay for SAR interfermetry
Author :
Liu, S. ; Mika, Á ; Gong, W. ; Hanssen, R. ; Meyer, F. ; Morton, D. ; Webley, P.W.
Author_Institution :
Delft Inst. of Earth Obs. & Space Syst. (DEOS), Delft Univ. of Technol., Delft, Netherlands
Abstract :
High resolution numerical weather models have recently raised a great interest in the InSAR community for atmospheric phase screen (APS) mitigation. Following the re search carried out in [1], in this study we focus on investigating the sensitivity of WRF (Weather Research and Fore casting) predictions to the model parameter settings which may substantially affect the result of water vapor modeling and to different boundary conditions. We validate the model predictions using atmosphere-only interferograms as well as radiosonde records. Our result shows that the radiosonde records (on average) agree very well with the WRF predictions based on our new model settings. However, in terms of spatio-temporal delay variation, the new settings do not always lead to a better prediction and the correction of atmospheric delay is case dependent. Therefore, we conclude that WRF lacks the reliability to correct the realistic APS in interferograms.
Keywords :
atmospheric humidity; radar interferometry; radiosondes; synthetic aperture radar; troposphere; weather forecasting; InSAR community; SAR interferometry; Weather Research and Forecasting predictions; atmosphere-only interferograms; atmospheric delay; atmospheric phase screen mitigation; boundary conditions; high resolution numerical weather models; radiosonde records; spatio-temporal delay variation; tropospheric delay mitigation; water vapor modeling; Atmospheric modeling; Australia; Boundary conditions; Delay; Meteorology; Numerical models; Predictive models; InSAR; atmospheric delay; weather models;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049735