학술논문

On the value of high-resolution weather models for atmospheric mitigation in SAR interferometry
Document Type
Conference
Source
2009 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009. 2:II-749-II-752 Jul, 2009
Subject
Geoscience
Communication, Networking and Broadcast Technologies
Power, Energy and Industry Applications
Signal Processing and Analysis
Atmospheric modeling
Delay estimation
Weather forecasting
Synthetic aperture radar interferometry
Numerical models
Spaceborne radar
Predictive models
Meteorological radar
Surface topography
Azimuth
InSAR
numerical weather model
atmospheric delay
Language
ISSN
2153-6996
2153-7003
Abstract
Atmospheric delay is one of the major error sources in In-SAR, hindering the accurate monitoring of ground motion. Here we use the WRF (Weather Research and Forecasting) weather model to hindcast atmospheric delays at SAR acquisition times over both mountainous and flat regions. The performance of the model is evaluated by comparing it to in-terferograms formed using acquisitions with short temporal baselines (≤4 months). Our results show that for flat regions the model not only misestimates atmospheric delay in magnitude and location but also largely underestimates the (horizontal) spatial variation (turbulent mixing) of the delay. In mountainous areas it can model the height dependent (vertical stratification) part of total delay correctly in some cases but not always. By removing the height dependent part we find again that the model may underestimate the spatial variation of the delay. Therefore, we conclude that the WRF weather model is in general not reliable for the operational mitigation of atmospheric delay in interferograms.