TY - JOUR
T1 - Efficient Approach for Atmospheric Phase Screen Mitigation in Time Series of Terrestrial Radar Interferometry Data Applied to Measure Glacier Velocity
AU - Izumi, Yuta
AU - Frey, Othmar
AU - Baffelli, Simone
AU - Hajnsek, Irena
AU - Sato, Motoyuki
N1 - Funding Information:
Manuscript received March 21, 2021; revised July 3, 2021; accepted July 10, 2021. Date of publication July 27, 2021; date of current version August 16, 2021. This work was supported by Grand-in-Aid for JSPS Research Fellows under Grant 18J20104. (Corresponding author: Yuta Izumi.) Yuta Izumi is with the Institute of Industrial Science, University of Tokyo, Bunkyo-ku 113-8654, Japan (e-mail: yizumi@g.ecc.u-tokyo.ac.jp).
Publisher Copyright:
© 2008-2012 IEEE.
PY - 2021
Y1 - 2021
N2 - The accuracy of surface displacements measured by differential radar interferometry is significantly degraded by the atmospheric phase screen (APS). This article presents a practical and efficient approach for APS mitigation based on the coherent pixels technique (CPT) displacement velocity estimation algorithm. In the proposed approach, all motionless coherent pixels closest to the moving area are defined as seeds surrounding the moving area at the integration step of the CPT. This arrangement consequently minimizes the integration path and the APS effect in the final velocity result. It is designed for terrestrial radar interferometry (TRI) applications. A piecewise processing chain is further introduced as a continuous operational mode processing framework to derive arbitrary temporal displacement patterns in this work. Three-day datasets measured by Ku-band TRI over a mountainous region in the canton of Valais, Switzerland, were used for validation. Through this validation, a comparative study of five algorithms was carried out. This evaluation showed the efficiency of the proposed approach. The proposed approach does not require phase unwrapping, kriging interpolation, and spatio-temporal covariance inference for APS mitigation, which is appropriate for continuous TRI operation.
AB - The accuracy of surface displacements measured by differential radar interferometry is significantly degraded by the atmospheric phase screen (APS). This article presents a practical and efficient approach for APS mitigation based on the coherent pixels technique (CPT) displacement velocity estimation algorithm. In the proposed approach, all motionless coherent pixels closest to the moving area are defined as seeds surrounding the moving area at the integration step of the CPT. This arrangement consequently minimizes the integration path and the APS effect in the final velocity result. It is designed for terrestrial radar interferometry (TRI) applications. A piecewise processing chain is further introduced as a continuous operational mode processing framework to derive arbitrary temporal displacement patterns in this work. Three-day datasets measured by Ku-band TRI over a mountainous region in the canton of Valais, Switzerland, were used for validation. Through this validation, a comparative study of five algorithms was carried out. This evaluation showed the efficiency of the proposed approach. The proposed approach does not require phase unwrapping, kriging interpolation, and spatio-temporal covariance inference for APS mitigation, which is appropriate for continuous TRI operation.
KW - Atmospheric phase screen (APS)
KW - glacier
KW - ground-based radar interferometry
KW - radar interferometry
KW - terrestrial radar interferometry
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U2 - 10.1109/JSTARS.2021.3099873
DO - 10.1109/JSTARS.2021.3099873
M3 - Article
AN - SCOPUS:85112634972
SN - 1939-1404
VL - 14
SP - 7734
EP - 7750
JO - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
JF - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
M1 - 9497312
ER -