학술논문

Excess Path Delays From Sentinel Interferometry to Improve Weather Forecasts
Document Type
Periodical
Source
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 13:3213-3228 2020
Subject
Geoscience
Signal Processing and Analysis
Power, Energy and Industry Applications
Atmospheric modeling
Delays
Synthetic aperture radar
Atmospheric measurements
Global navigation satellite system
Earth
Electronic mail
Meteorology
numerical weather prediction (NWP)
synthetic aperture radar (SAR) interferometry (InSAR)
tropospheric path delay
water vapor
Language
ISSN
1939-1404
2151-1535
Abstract
A synthetic aperture radar can offer not only an accurate monitoring of the earth surface deformation, but also information on the troposphere, such as the total path delay or the columnar water vapor at high horizontal resolution. This can be achieved by proper interferometric processing and postprocessing of the radar interferograms. The fine and unprecedented horizontal resolution of the tropospheric products can offer otherwise unattainable information to be assimilated into numerical weather prediction models, which are progressively increasing their resolving capabilities. A number of tricks on the most effective processing approaches, as well as a novel method to pass from multipass differential interferometry products to absolute tropospheric columnar quantities are discussed. The proposed products and methods are assessed using real Sentinel-1 data. The experiment aims at evaluating the accuracy of the derived information and its impact on the weather prediction skill for two meteorological events in Italy. The main perspective of the study is linked to the possibility of exploiting interferometric products from a geosynchronous platform, thus complementing the inherent high resolution of SAR sensors with the required frequent revisit needed for meteorological applications.