合成孔径雷达分谱干涉测量综述:原理、应用与展望
Synthetic Aperture Radar Split-Spectrum Interferometry: Principles, applications, and prospects
- 2026年30卷第4期 页码:777-797
收稿:2025-06-27,
纸质出版:2026-04-07
DOI: 10.11834/jrs.20265230
移动端阅览
收稿:2025-06-27,
纸质出版:2026-04-07
移动端阅览
卫星合成孔径雷达干涉测量(InSAR)作为一种可全天候、全天时工作的空间对地遥感观测技术,在地形重建、地表形变提取、以及地学参数反演等方面已得到广泛应用。作为传统InSAR技术的延伸,近年来SAR分谱干涉测量技术(如SAR距离向分谱干涉、方位向分谱干涉和TOPS模式Burst重叠区干涉)在干涉相位解缠、地表三维形变提取、以及电离层误差校正等方面展示了巨大的应用潜力。本文概述了星载SAR分谱干涉测量技术的发展现状,重点介绍了SAR分谱干涉测量原理和数据处理方法,系统分析了SAR分谱干涉在高精度地形测绘、大梯度地表形变观测、多维地表形变信息提取、以及InSAR电离层误差校正等方面的最新研究进展。此外,本文还讨论了利用SAR分谱干涉技术监测高精度地表形变的最优参数配置方案,并对SAR分谱干涉测量的发展趋势进行了展望。
Interferometric synthetic aperture radar (InSAR)
as an all-weather and 24-hour operational spaceborne remote sensing technology
has been widely utilized in applications such as terrain reconstruction
surface deformation detection
and geophysical parameter inversion. As an extension of traditional InSAR technology
SAR split-spectrum interferometry techniques (including SAR range split-spectrum interferometry
azimuth split-spectrum interferometry
and TOPS mode burst overlap interferometry) have shown significant potential in fields such as interferometric phase unwrapping
three-dimensional surface deformation extraction
and ionospheric error correction in recent years. This study aims to provide a comprehensive overview of the development status of satellite-borne SAR split-spectrum interferometry techniques
with a particular emphasis on their principles and data processing methodologies. A total of 112 scientific papers published between 1992 and 2024
focusing specifically on the topic of split-spectrum interferometry
were reviewed. The review content was organized into four main parts: SAR sensors
current research progress in SAR split-spectrum interferometry
applications and advancements of SAR split-spectrum interferometry
and challenges and future perspectives of SAR split-spectrum interferometry. The paper offers a comprehensive summary and insights into the development of split-spectrum interferometry through analysis. First
this study summarizes the current SAR satellites
including commercial platforms. Then
it introduces the fundamental principles of SAR split-spectrum interferometry and systematically reviews its latest advancements in areas such as high-precision terrain mapping
surface deformation monitoring in regions with steep gradients
multidimensional surface deformation extraction
and ionospheric error correction within InSAR frameworks. Additionally
the study explores optimal parameter configuration schemes for high-precision surface deformation monitoring using SAR split-spectrum interferometry. Future trends in the development of this technology are also outlined in this paper. Continuous innovations in SAR technology enable the advancement of satellite-borne SAR systems toward broad bandwidths
multiangle observations
multifrequency capabilities
diverse polarizations
and satellite constellations. Techniques such as range split-spectrum interferometry and azimuth split-spectrum interferometry are expected to enhance accuracy in deformation measurements and ionospheric error correction
whereas burst overlap interferometry may significantly enhance the spatial coverage of deformation monitoring. Ultimately
these advancements are poised to establish a high-precision
multidimensional deformation monitoring system that integrates InSAR with SAR split-spectrum interferometry
thereby driving innovations in large-scale terrain mapping
geological hazard monitoring
and global environmental change assessments.
Arikawa Y , Saruwatari H , Hatooka Y and Suzuki S . 2014 . ALOS-2 launch and early orbit operation result // Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium . Quebec City : IEEE: 3406 - 3409 [ DOI: 10.1109/IGARSS.2014.6947212 http://dx.doi.org/10.1109/IGARSS.2014.6947212 ]
Attema E P W . 1991 . The active microwave instrument on-board the ERS-1 satellite . Proceedings of the IEEE , 79 ( 6 ): 791 - 799 [ DOI: 10.1109/5.90158 http://dx.doi.org/10.1109/5.90158 ]
Bamler R and Eineder M . 2004 . Split band interferometry versus absolute ranging with wideband SAR systems // Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium . Anchorage : IEEE: 980 - 984 [ DOI: 10.1109/IGARSS.2004.1368573 http://dx.doi.org/10.1109/IGARSS.2004.1368573 ]
Bamler R and Eineder M . 2005 . Accuracy of differential shift estimation by correlation and split-bandwidth interferometry for wideband and delta-k SAR systems . IEEE Geoscience and Remote Sensing Letters , 2 ( 2 ): 151 - 155 [ DOI: 10.1109/LGRS.2004.843203 http://dx.doi.org/10.1109/LGRS.2004.843203 ]
Bartusch M , Bruens C , Quiroz A E N and Stettner S . 2021 . HRWS: the upcoming German X-band spaceborne SAR mission // EUSAR 2021 ; 13th European Conference on Synthetic Aperture Radar. Online : VDE: 1 - 4
Bechor N B D and Zebker H A . 2006 . Measuring two-dimensional movements using a single InSAR pair . Geophysical Research Letters , 33 ( 16 ): L 16311 [ DOI: 10.1029/2006GL026883 http://dx.doi.org/10.1029/2006GL026883 ]
Bianchessi N and Righini G . 2008 . Planning and scheduling algorithms for the COSMO-SkyMed constellation . Aerospace Science and Technology , 12 ( 7 ): 535 - 544 [ DOI: 10.1016/j.ast.2008.01.001 http://dx.doi.org/10.1016/j.ast.2008.01.001 ]
Brcic R , Eineder M and Bamler R . 2008 . Absolute phase estimation from TerraSAR-X acquisitions using wideband interferometry// Proceedings of IEEE Radar Conference : 1 - 4
Brcic R , Eineder M and Bamler R . 2009 . Interferometric absolute phase determination with TerraSAR-X wideband SAR data/ // Proceedings of the 2009 IEEE Radar Conference . Pasadena : IEEE: 1 - 6 [ DOI: 10.1109/RADAR.2009.4977112 http://dx.doi.org/10.1109/RADAR.2009.4977112 ]
Brcic R , Eineder M , Bamler R , Steinbrecher U , Schulze D , Metzig R , Papathanassiou K , Nagler T , Müller F and Süss M . 2010a . Delta-k wideband SAR interferometry for DEM generation and persistent scatterers using TerraSAR-X . ESA Special Publication , 2010 , 677 : 3
Brcic R , Parizzi A , Eineder M , Bamler R and Meyer F . 2010b . Estimation and compensation of ionospheric delay for SAR interferometry // Proceedings of the 2010b IEEE International Geoscience and Remote Sensing Symposium . Honolulu : IEEE: 2908 - 2911 [ DOI: 10.1109/IGARSS.2010.5652231 http://dx.doi.org/10.1109/IGARSS.2010.5652231 ]
Brcic R , Parizzi A , Eineder M , Bamler R and Meyer F . 2011 . Ionospheric effects in SAR interferometry: an analysis and comparison of methods for their estimation // Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium . Vancouver : IEEE: 1497 - 1500 [ DOI: 10.1109/IGARSS.2011.6049351 http://dx.doi.org/10.1109/IGARSS.2011.6049351 ]
Buono A , Inserra G and Virelli M . 2024 . Inland and coastal waterline extraction using Cosmo-Skymed second generation SAR imagery // IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium . Athens : IEEE: 1051 - 1054 [ DOI: 10.1109/IGARSS53475.2024.10642001 http://dx.doi.org/10.1109/IGARSS53475.2024.10642001 ]
Caltagirone F , Capuzi A , Coletta A , De Luca G F , Scorzafava E , Leonardi R , Rivola S , Fagioli S , Angino G , Labbate M , Piemontese M , Zampolini Faustini E , Torre A , De Libero C and Esposito P G . 2014 . The COSMO-SkyMed dual use earth observation program: development, qualification, and results of the commissioning of the overall constellation . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 7 ( 7 ): 2754 - 2762 [ DOI: 10.1109/JSTARS.2014.2317287 http://dx.doi.org/10.1109/JSTARS.2014.2317287 ]
Cimino J , Elachi C and Settle M . 1986 . SIR-B-the second shuttle imaging radar experiment . IEEE Transactions on Geoscience and Remote Sensing, GE-24 ( 4 ): 445 - 452 [ DOI: 10.1109/TGRS.1986.289658 http://dx.doi.org/10.1109/TGRS.1986.289658 ]
Clemente C , Tonelli D , Lotti A , Rollo F , Ilioudis C , Riofrio S D , Biondi F , Tubaldi E , Macdonald M , Zonta D , Zavagli M , Costantini M , Minati F , Vecchioli F , Milillo P , Zimmermanns M , Imbembo E and Corvino M M . 2024 . On micro-motion extraction from high resolution x-band SAR products // IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium . Athens : IEEE: 1182 - 1186 [ DOI: 10.1109/IGARSS53475.2024.10642825 http://dx.doi.org/10.1109/IGARSS53475.2024.10642825 ]
Costantini M . 1998 . A novel phase unwrapping method based on network programming . IEEE Transactions on Geoscience and Remote Sensing , 36 ( 3 ): 813 - 821 [ DOI: 10.1109/36.673674 http://dx.doi.org/10.1109/36.673674 ]
Covello F , Battazza F , Coletta A , Lopinto E , Fiorentino C , Pietranera L , Valentini G and Zoffoli S . 2010 . COSMO-SkyMed an existing opportunity for observing the Earth . Journal of Geodynamics , 49 ( 3/4 ): 171 - 180 [ DOI: 10.1016/j.jog.2010.01.001 http://dx.doi.org/10.1016/j.jog.2010.01.001 ]
Dobson M C , Pierce L E and Ulaby F T . 1996 . Knowledge-based land-cover classification using ERS-1/JERS-1 SAR composites . IEEE Transactions on Geoscience and Remote Sensing , 34 ( 1 ): 83 - 99 [ DOI: 10.1109/36.481896 http://dx.doi.org/10.1109/36.481896 ]
Eineder M , Adam N , Brcic R , Yague-Martinez N and Fritz T . 2008 . High bandwidth spotlight SAR interferometry with TerraSAR-X // Proceedings of the 2008 IEEE International Geoscience and Remote Sensing Symposium . Boston : IEEE: II-113-II-116 [ DOI: 10.1109/IGARSS.2008.4778940 http://dx.doi.org/10.1109/IGARSS.2008.4778940 ]
Farquharson G , Castelletti D , De S , Stringham C , Yague N , Bes V C , Ryu J and Goncharenko Y . 2023 . The new Capella space satellite generation: Acadia // IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium . IEEE : 1513 - 1516 [ DOI: 10.1109/IGARSS52108.2023.10283030 http://dx.doi.org/10.1109/IGARSS52108.2023.10283030 ]
Fattahi H , Simons M and Agram P . 2017 . InSAR time-series estimation of the ionospheric phase delay: an extension of the split range-spectrum technique . IEEE Transactions on Geoscience and Remote Sensing , 55 ( 10 ): 5984 - 5996 [ DOI: 10.1109/TGRS.2017.2718566 http://dx.doi.org/10.1109/TGRS.2017.2718566 ]
Ferretti A , Monti-Guarnieri A , Prati C , Rocca F and Massonnet D . 2007 . InSAR Principles: Guidelines for SAR Interferometry Processing and Interpretation .
Gabriel A K and Goldstein R M . 1988 . Crossed orbit interferometry: theory and experimental results from SIR-B . International Journal of Remote Sensing , 9 ( 5 ): 857 - 872 [ DOI: 10.1080/01431168808954901 http://dx.doi.org/10.1080/01431168808954901 ]
Goldstein R M , Zebker H A and Werner C L . 1988 . Satellite radar interferometry: two-dimensional phase unwrapping . Radio Science , 23 ( 4 ): 713 - 720 [ DOI: 10.1029/RS023i004p00713 http://dx.doi.org/10.1029/RS023i004p00713 ]
Gomba G and De Zan F . 2017 . Bayesian data combination for the estimation of ionospheric effects in SAR interferograms . IEEE Transactions on Geoscience and Remote Sensing , 55 ( 11 ): 6582 - 6593 [ DOI: 10.1109/TGRS.2017.2730438 http://dx.doi.org/10.1109/TGRS.2017.2730438 ]
Gomba G , De Zan F and Parizzi A . 2016a . Ionospheric phase screen and ionospheric azimuth shift estimation combining the split-spectrum and multi-squint methods // Proceedings of EUSAR 2016: 11th European Conference on Synthetic Aperture Radar . Hamburg : IEEE: 1 - 4
Gomba G , Parizzi A , De Zan F , Eineder M and Bamler R . 2016b . Toward operational compensation of ionospheric effects in SAR interferograms: the split-spectrum method . IEEE Transactions on Geoscience and Remote Sensing , 54 ( 3 ): 1446 - 1461 [ DOI: 10.1109/TGRS.2015.2481079 http://dx.doi.org/10.1109/TGRS.2015.2481079 ]
Graham L C . 1974 . Synthetic interferometer radar for topographic mapping . Proceedings of the IEEE , 62 ( 6 ): 763 - 768 [ DOI: 10.1109/PROC.1974.9516 http://dx.doi.org/10.1109/PROC.1974.9516 ]
Grandin R , Klein E , Métois M and Vigny C . 2016 . Three-dimensional displacement field of the 2015 M w 8.3 Illapel earthquake (Chile) from across- and along-track Sentinel-1 TOPS interferometry . Geophysical Research Letters , 43 ( 6 ): 2552 - 2561 [ DOI: 10.1002/2016GL067954 http://dx.doi.org/10.1002/2016GL067954 ]
Gray A L , Mattar K E and Sofko G . 2000 . Influence of ionospheric electron density fluctuations on satellite radar interferometry . Geophysical Research Letters , 27 ( 10 ): 1451 - 1454 [ DOI: 10.1029/2000GL000016 http://dx.doi.org/10.1029/2000GL000016 ]
Hanssen R F . 2001 . Radar Interferometry: Data Interpretation and Error Analysis . Dordrecht : Springer [ DOI: 10.1007/0-306-47633-9 http://dx.doi.org/10.1007/0-306-47633-9 ]
Hashimoto M . 2020 . Postseismic deformation following the 2016 Kumamoto earthquake detected by ALOS-2/PALSAR-2 . Earth, Planets and Space , 72 ( 1 ): 154 [ DOI: 10.1186/s40623-020-01285-0 http://dx.doi.org/10.1186/s40623-020-01285-0 ]
He L M , Wu L X , Liu S J , Wang Z , Su C and Liu S N . 2015 . Mapping two-dimensional deformation field time-series of large slope by coupling DInSAR-SBAS with MAI-SBAS . Remote Sensing , 7 ( 9 ): 12440 - 12458 [ DOI: 10.3390/rs70912440 http://dx.doi.org/10.3390/rs70912440 ]
He P , Wen Y M , Xu C J and Chen Y G . 2019a . Complete three-dimensional near-field surface displacements from imaging geodesy techniques applied to the 2016 Kumamoto earthquake . Remote Sensing of Environment , 232 : 111321 [ DOI: 10.1016/j.rse.2019.111321 http://dx.doi.org/10.1016/j.rse.2019.111321 ]
He P , Wen Y M , Xu C J and Chen Y G . 2019b . High-quality three-dimensional displacement fields from new-generation SAR imagery: application to the 2017 Ezgeleh, Iran, earthquake . Journal of Geodesy , 93 ( 4 ): 573 - 591 [ DOI: 10.1007/s00190-018-1183-6 http://dx.doi.org/10.1007/s00190-018-1183-6 ]
Henderson S T , Delgado F , Elliott J , Pritchard M E and Lundgren P R . 2017 . Decelerating uplift at Lazufre volcanic center, Central Andes, from A.D. 2010 to 2016, and implications for geodetic models . Geosphere , 13 ( 5 ): 1489 - 1505 [ DOI: 10.1130/GES01441.1 http://dx.doi.org/10.1130/GES01441.1 ]
Hu C , Li Y H , Dong X C , Wang R , Cui C and Zhang B . 2017 . Three-dimensional deformation retrieval in geosynchronous SAR by multiple-aperture interferometry processing: theory and performance analysis . IEEE Transactions on Geoscience and Remote Sensing , 55 ( 11 ): 6150 - 6169 [ DOI: 10.1109/TGRS.2017.2721554 http://dx.doi.org/10.1109/TGRS.2017.2721554 ]
Hu J , Li Z W , Ding X L , Zhu J J , Zhang L and Sun Q . 2014 . Resolving three-dimensional surface displacements from InSAR measurements: a review . Earth-Science Reviews , 133 : 1 - 17 [ DOI: 0.1016/j.earscirev.2014.02.005 http://dx.doi.org/0.1016/j.earscirev.2014.02.005 ]
Hu J , Li Z W , Sun Q , Zhu J J and Ding X L . 2012 . Three-dimensional surface displacements from InSAR and GPS measurements with variance component estimation . IEEE Geoscience and Remote Sensing Letters , 9 ( 4 ): 754 - 758 [ DOI: 10.1109/LGRS.2011.2181154 http://dx.doi.org/10.1109/LGRS.2011.2181154 ]
Hu X , Bürgmann R , Schulz W H and Fielding E J . 2020 . Four-dimensional surface motions of the Slumgullion landslide and quantification of hydrometeorological forcing . Nature Communications , 11 ( 1 ): 2792 [ DOI: 10.1038/s41467-020-16617-7 http://dx.doi.org/10.1038/s41467-020-16617-7 ]
Iwata T , Ishida H and Osawa Y . 2008 . Advanced Land Observing Satellite (ALOS): enabling technologies and platform performance // Proceedings Volume 7106, Sensors, Systems, and Next-Generation Satellites XII . Cardiff : SPIE: 113 - 125 [ DOI: 10.1117/12.801072 http://dx.doi.org/10.1117/12.801072 ]
Ji Y F , Dong Z , Zhang Y S , Wang C , Hu C and Xu Z W . 2025 . Transionospheric Synthetic Aperture Radar Observation: a comprehensive review . IEEE Geoscience and Remote Sensing Magazine , 13 ( 2 ): 273 - 313 [ DOI: 10.1109/MGRS.2024.3454635 http://dx.doi.org/10.1109/MGRS.2024.3454635 ]
Jiang H J , Feng G C , Wang T and Bürgmann R . 2017 . Toward full exploitation of coherent and incoherent information in Sentinel-1 TOPS data for retrieving surface displacement: application to the 2016 Kumamoto (Japan) earthquake . Geophysical Research Letters , 44 ( 4 ): 1758 - 1767 [ DOI: 10.1002/2016GL072253 http://dx.doi.org/10.1002/2016GL072253 ]
Jo M J , Jung H S , Won J S , Poland M P , Miklius A and Lu Z . 2015 . Measurement of slow-moving along-track displacement from an efficient multiple-aperture SAR interferometry (MAI) stacking . Journal of Geodesy , 89 ( 5 ): 411 - 425 [ DOI: 10.1007/s00190-014-0786-9 http://dx.doi.org/10.1007/s00190-014-0786-9 ]
Jordan R L , Huneycutt B L and Werner M . 1995 . The SIR-C/X-SAR synthetic aperture radar system . IEEE Transactions on Geoscience and Remote Sensing , 33 ( 4 ): 829 - 839 [ DOI: 10.1109/36.406669 http://dx.doi.org/10.1109/36.406669 ]
Jung H S , Lee D T , Lu Z and Won J S . 2013 . Ionospheric correction of SAR interferograms by multiple-aperture interferometry . IEEE Transactions on Geoscience and Remote Sensing , 51 ( 5 ): 3191 - 3199 [ DOI: 10.1109/TGRS.2012.2218660 http://dx.doi.org/10.1109/TGRS.2012.2218660 ]
Jung H S and Lee W J . 2015 . An Improvement of ionospheric phase correction by multiple-aperture interferometry . IEEE Transactions on Geoscience and Remote Sensing , 53 ( 9 ): 4952 - 4960 [ DOI: 10.1109/TGRS.2015.2413948 http://dx.doi.org/10.1109/TGRS.2015.2413948 ]
Jung H S , Lee W J and Zhang L . 2014 . Theoretical accuracy of along-track displacement measurements from multiple-aperture interferometry (MAI) . Sensors , 14 ( 9 ): 17703 - 17724 [ DOI: 10.3390/s140917703 http://dx.doi.org/10.3390/s140917703 ]
Jung H S , Lu Z , Won J S , Poland M P and Miklius A . 2011 . Mapping three-dimensional surface deformation by combining multiple-aperture interferometry and conventional interferometry: application to the June 2007 Eruption of Kilauea Volcano, Hawaii . IEEE Geoscience and Remote Sensing Letters , 8 ( 1 ): 34 - 38 [ DOI: 10.1109/LGRS.2010.2051793 http://dx.doi.org/10.1109/LGRS.2010.2051793 ]
Jung H S , Won J S and Kim S W . 2009 . An improvement of the performance of multiple-aperture SAR interferometry (MAI) . IEEE Transactions on Geoscience and Remote Sensing , 47 ( 8 ): 2859 - 2869 [ DOI: 10.1109/TGRS.2009.2016554 http://dx.doi.org/10.1109/TGRS.2009.2016554 ]
Kankaku Y , Suzuki S and Osawa Y . 2013 . ALOS-2 mission and development status // Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium . Melbourne : IEEE: 2396 - 2399 [ DOI: 10.1109/IGARSS.2013.6723302 http://dx.doi.org/10.1109/IGARSS.2013.6723302 ]
Kawasaki T , Miyawaki M , Kimura T , Hebiishi K and Ogawa T . 2019 . Powerful situation awareness using high resolution optical satellites ‘ASNARO-1’ and radar satellites ‘ASNARO-2’//IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium . Yokohama : IEEE : 3408 - 3411 [ DOI: 10.1109/IGARSS.2019.8899038 http://dx.doi.org/10.1109/IGARSS.2019.8899038 ]
Kellogg K , Hoffman P , Standley S , Shaffer S , Rosen P , Edelstein W , Dunn C , Baker C , Barela P , Shen Y , Guerrero A M , Xaypraseuth P , Sagi V R , Sreekantha C V , Harinath N , Kumar R , Bhan R and Sarma C V H S . 2020 . NASA-ISRO synthetic aperture radar (NISAR) mission // Proceedings of the 2020 IEEE Aerospace Conference . Big Sky : IEEE: 1 - 21 [ DOI: 10.1109/AERO47225.2020.9172638 http://dx.doi.org/10.1109/AERO47225.2020.9172638 ]
Lee E , Hong S , Choi Y , Yoo S and Sohn H G . 2022 . Error budget analysis of geocoding and geometric correction for KOMPSAT-5 SAR imagery . GIScience and Remote Sensing , 59 ( 1 ): 1938 - 1955 [ DOI: 10.1080/15481603.2022.2142669 http://dx.doi.org/10.1080/15481603.2022.2142669 ]
Le Toan T , Quegan S , Davidson M W J , Balzter H , Paillou P , Papathanassiou K , Plummer S , Rocca F , Saatchi S , Shugart H and Ulander L . 2011 . The BIOMASS mission: mapping global forest biomass to better understand the terrestrial carbon cycle . Remote sensing of environment , 115 ( 11 ): 2850 - 2860 [ DOI: 10.1016/j.rse.2011.03.020 http://dx.doi.org/10.1016/j.rse.2011.03.020 ]
Li T , Tang X M , Zhou X Q , Zhang X , Li S J and Gao X M . 2022 . Deformation products of Lutan-1 (Lt-1) SAR satellite constellation for geohazard monitoring // Proceedings of the 2022 IEEE International Geoscience and Remote Sensing Symposium . Kuala Lumpur : IEEE: 7543 - 7546 [ DOI: 10.1109/IGARSS46834.2022.9883601 http://dx.doi.org/10.1109/IGARSS46834.2022.9883601 ]
Li X , Jónsson S and Cao Y M . 2021 . Interseismic deformation from sentinel-1 burst-overlap interferometry: application to the southern Dead Sea fault . Geophysical Research Letters , 48 ( 16 ): e2021 GL 093481 [ DOI: 10.1029/2021GL093481 http://dx.doi.org/10.1029/2021GL093481 ]
Liang C R and Fielding E J . 2017 . Measuring azimuth deformation with L-band ALOS-2 scanSAR interferometry . IEEE Transactions on Geoscience and Remote Sensing , 55 ( 5 ): 2725 - 2738 [ DOI: 10.1109/TGRS.2017.2653186 http://dx.doi.org/10.1109/TGRS.2017.2653186 ]
Liang C R , Fielding E J , Liu Z , Motohka T , Natsuaki R and Yun S H . 2024 . An analysis of the potentials of L-band SAR satellites for measuring azimuth motion . Remote Sensing of Environment , 315 : 114426 [ DOI: 10.1016/j.rse.2024.114426 http://dx.doi.org/10.1016/j.rse.2024.114426 ]
Liao H M . 2018 . Ionospheric Correction of Interferometric SAR Data with Application to the Cryospheric Sciences . Fairbanks : University of Alaska Fairbanks
Liao H M , Meyer F J , Scheuchl B , Mouginot J , Joughin I and Rignot E . 2018 . Ionospheric correction of InSAR data for accurate ice velocity measurement at polar regions . Remote Sensing of Environment , 209 : 166 - 180 [ DOI: 10.1016/j.rse.2018.02.048 http://dx.doi.org/10.1016/j.rse.2018.02.048 ]
Libert L , Derauw D , D’Oreye N , Barbier C and Orban A . 2017 . Split-band interferometry-assisted phase unwrapping for the phase ambiguities correction . Remote Sensing , 9 ( 9 ): 879 [ DOI: 10.3390/rs9090879 http://dx.doi.org/10.3390/rs9090879 ]
Libert L , Derauw D , D'Oreye N , Orban A and Barbier C . 2018 . On the characterization of frequency-persistent scatterers in split-band interferometry // Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium . Valencia : IEEE: 1332 - 1335 [ DOI: 10.1109/IGARSS.2018.8517462 http://dx.doi.org/10.1109/IGARSS.2018.8517462 ]
Liu G X , Chen Q , Luo X J and Cai G L . 2019 . InSAR Principles and Applications . Beijing : Science Press
刘国祥 , 陈强 , 罗小军 , 蔡国林 . 2019 . InSAR原理与应用 . 北京 : 科学出版社
Liu J H , Hu J , Xu W B , Li Z W , Zhu J J , Ding X L and Zhang L . 2019 . Complete three-dimensional coseismic deformation field of the 2016 central Tottori earthquake by integrating left- and right-looking InSAR observations with the improved SM-VCE method . Journal of Geophysical Research: Solid Earth , 124 ( 11 ): 12099 - 12115 [ DOI: 10.1029/2018JB017159 http://dx.doi.org/10.1029/2018JB017159 ]
Liu X J , Zhao C Y , Zhang Q , Yin Y P , Lu Z , Samsonov S , Yang C S , Wang M and Tomás R . 2021 . Three-dimensional and long-term landslide displacement estimation by fusing C- and L-band SAR observations: a case study in Gongjue County, Tibet, China . Remote Sensing of Environment , 267 : 112745 [ DOI: 10.1016/j.rse.2021.112745 http://dx.doi.org/10.1016/j.rse.2021.112745 ]
Luo H B , Li Z H , Chen J J , Pearson C , Wang M M , Lv W C and Ding H Y . 2019 . Integration of range split spectrum interferometry and conventional InSAR to monitor large gradient surface displacements . International Journal of Applied Earth Observation and Geoinformation , 74 : 130 - 137 [ DOI: 10.1016/j.jag.2018.09.004 http://dx.doi.org/10.1016/j.jag.2018.09.004 ]
Madsen S N and Zebker H A . 1992 . Automated absolute phase retrieval in across-track interferometry // Proceedings of the 1992 International Geoscience and Remote Sensing Symposium . Houston : IEEE: 1582 - 1584 [ DOI: 10.1109/IGARSS.1992.578639 http://dx.doi.org/10.1109/IGARSS.1992.578639 ]
Madsen S N , Zebker H A and Martin J . 1993 . Topographic mapping using radar interferometry: processing techniques . IEEE Transactions on Geoscience and Remote Sensing , 31 ( 1 ): 246 - 256 [ DOI: 10.1109/36.210464 http://dx.doi.org/10.1109/36.210464 ]
Magen Y , Baer G , Ziv A , Inbal A , Nof R N , Hamiel Y , Piatibratova O and Gürbüz G . 2024 . Fault coalescence, slip distribution, and stress drop of the February 2023 southeast Türkiye earthquakes from joint inversion of SAR, GNSS, and burst overlap interferometry . Seismological Research Letters , 95 ( 2 A): 680 - 696 [ DOI: 10.1785/0220230271 http://dx.doi.org/10.1785/0220230271 ]
Mao W F , Liu G X , Wang X W , Xie Y K , He X X , Zhang B , Xiang W , Wu S Y , Zhang R , Fu Y and Pirasteh S . 2022a . Using range split-spectrum interferometry to reduce phase unwrapping errors for InSAR-derived DEM in large gradient region . Remote Sensing , 14 ( 11 ): 2607 [ DOI: 10.3390/rs14112607 http://dx.doi.org/10.3390/rs14112607 ]
Mao W F , Liu G X , Wang X W , Zhang R , Xiang W , Wu S Y , Zhang B , Bao J W , Cai J L and Pirasteh S . 2021 . An InSAR ionospheric correction method based on variance component estimation with integration of MAI and RSS measurements . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 14 : 1423 - 1433 [ DOI: 10.1109/JSTARS.2020.3045267 http://dx.doi.org/10.1109/JSTARS.2020.3045267 ] .
Mao W F , Wang X W , Liu G X , Pirasteh S , Zhang R , Lin H , Xie Y K , Xiang W , Ma Z F and Ma P F . 2023 . Time series InSAR ionospheric delay estimation, correction, and ground deformation monitoring with reformulating range split-spectrum interferometry . IEEE Transactions on Geoscience and Remote Sensing , 61 : 5213118 [ DOI: 10.1109/TGRS.2023.3298919 http://dx.doi.org/10.1109/TGRS.2023.3298919 ]
Mao W F , Wang X W , Liu G X , Zhang R , Shi Y L and Pirasteh S . 2022b . Estimation and compensation of ionospheric phase delay for multi-aperture InSAR: an azimuth split-spectrum interferometry approach . IEEE Transactions on Geoscience and Remote Sensing , 60 : 5209414 [ DOI: 10.1109/TGRS.2021.3095272 http://dx.doi.org/10.1109/TGRS.2021.3095272 ]
Michel R , Avouac J P and Taboury J . 1999 . Measuring ground displacements from SAR amplitude images: application to the Landers earthquake . Geophysical Research Letters , 26 ( 7 ): 875 - 878 [ DOI: 10.1029/1999GL900138 http://dx.doi.org/10.1029/1999GL900138 ]
Moreira A , Krieger G , Hajnsek I , Papathanassiou K , Younis M , Lopez-Dekker P , Huber S , Villano M , Pardini M , Eineder M , De Zan F and Parizzi A . 2015 . Tandem-L: a highly innovative bistatic SAR mission for global observation of dynamic processes on the Earth’s surface . IEEE Geoscience and Remote Sensing Magazine , 3 ( 2 ): 8 - 23 [ DOI: 10.1109/MGRS.2015.2437353 http://dx.doi.org/10.1109/MGRS.2015.2437353 ]
Motohka T , Kankaku Y , Miura S and Suzuki S . 2019 . ALOS-4 L-band SAR mission and observation // Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium . Yokohama : IEEE: 5271 - 5273 [ DOI: 10.1109/IGARSS.2019.8898169 http://dx.doi.org/10.1109/IGARSS.2019.8898169 ]
Motohka T , Kankaku Y , Miura S and Suzuki S . 2021 . Overview of ALOS-2 and ALOS-4 L-band SAR // Proceedings of the 2021 IEEE Radar Conference . Atlanta : IEEE: 1 - 4 [ DOI: 10.1109/RadarConf2147009.2021.9454977 http://dx.doi.org/10.1109/RadarConf2147009.2021.9454977 ]
Mou J W , Wang Y , Fu X K , Guo S B , Lu J F , Yang R Y , Ma X F and Hong J . 2024 . Initial results of geometric calibration of interferometric cartwheel SAR HT-1//IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium . Athens : IEEE : 8886 - 8890 [ DOI: 10.1109/IGARSS53475.2024.10640430 http://dx.doi.org/10.1109/IGARSS53475.2024.10640430 ]
Munoz J M C , Rodriguez M G , Vazquez N C , Revenga P C , Martinez N G , Bonilla M J G , Martinez N A and Carrasco E V . 2024 . PAZ mission after 5 years: calibration status // EUSAR 2024 ; 15th European Conference on Synthetic Aperture Radar. Munich : VDE: 1123 - 1126
Nergizci M , Lazecky M , Ou Q , Wright T and Hooper A . 2024 . Along-track displacement of Mw 7.8 and 7.6 Kahramanmaraş earthquakes from sentinel-1 offset tracking and burst overlap interferometry . Procedia Computer Science , 239 : 2135 - 2141 [ DOI: 10.1016/j.procs.2024.06.401 http://dx.doi.org/10.1016/j.procs.2024.06.401 ]
Newhouse V L , Bilgutay N M , Saniie J and Furgason E S . 1982 . Flaw-to-grain echo enhancement by split-spectrum processing . Ultrasonics , 20 ( 2 ): 59 - 68 [ DOI: 10.1016/0041-624X(82)90003-8 http://dx.doi.org/10.1016/0041-624X(82)90003-8 ]
Palomeque M , Ferreyra J and Thibeault M . 2025 . Monitoring results of the SAOCOM-1 constellation: a mission overview and summary of results . IEEE Geoscience and Remote Sensing Magazine , 13 ( 2 ): 49 - 57 [ DOI: 10.1109/MGRS.2024.3475228 http://dx.doi.org/10.1109/MGRS.2024.3475228 ]
Pepe A , Mastro P , Falabella F and Calò F . 2023 . Synthetic aperture radar burst overlapped interferometry (BOI) and multiple aperture interferometry (MAI) for the analysis of large ground instabilities: experiments in mining and volcanic sites // Proceedings of the 2023 IEEE International Geoscience and Remote Sensing Symposium . Pasadena : IEEE: 1956 - 1959 [ DOI: 10.1109/IGARSS52108.2023.10281965 http://dx.doi.org/10.1109/IGARSS52108.2023.10281965 ]
Pepe A , Sansosti E , Berardino P and Lanari R . 2005 . On the generation of ERS/ENVISAT DInSAR time-series via the SBAS technique . IEEE Geoscience and Remote Sensing Letters , 2 ( 3 ): 265 - 269 [ DOI: 10.1109/LGRS.2005.848497 http://dx.doi.org/10.1109/LGRS.2005.848497 ]
Perski Z . 1998 . Applicability of ERS-1 and ERS-2 InSAR for land subsidence monitoring in the Silesian coal mining region, Poland . International Archives of Photogrammetry and Remote Sensing , 32 ( 7 ): 555 - 558
Potin P , Rosich B , Miranda N and Grimont P . 2016 . Sentinel-1 mission status . Procedia Computer Science , 100 : 1297 - 1304 [ DOI: 10.1016/j.procs.2016.09.245 http://dx.doi.org/10.1016/j.procs.2016.09.245 ]
Riendeau S and Grenier C . 2007 . RADARSAT-2 antenna // Proceedings of the 2007 IEEE Aerospace Conference . Big Sky : IEEE: 1 - 9 [ DOI: 10.1109/AERO.2007.352861 http://dx.doi.org/10.1109/AERO.2007.352861 ]
Rignot E J M and Van Zyl J J . 1993 . Change detection techniques for ERS-1 SAR data . IEEE Transactions on Geoscience and Remote Sensing , 31 ( 4 ): 896 - 906 [ DOI: 10.1109/36.239913 http://dx.doi.org/10.1109/36.239913 ]
Rosen P A , Hensley S , Joughin I R , Li F K , Madsen S N , Rodriguez E and Goldstein R M . 2000 . Synthetic aperture radar interferometry . Proceedings of the IEEE , 88 ( 3 ): 333 - 382 [ DOI: 10.1109/5.838084 http://dx.doi.org/10.1109/5.838084 ]
Rosenqvist A , Parker A , Zhou Z S , Brindle L and Held A . 2020 . First assessment of NovaSAR-1 S-band SAR backscatter characteristics over tropical wetlands // IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium . Waikoloa : IEEE: 5065 - 5068 [ DOI: 10.1109/IGARSS39084.2020.9324143 http://dx.doi.org/10.1109/IGARSS39084.2020.9324143 ]
Shi X G , Jiang H J , Zhang L and Liao M S . 2017 . Landslide displacement monitoring with split-bandwidth interferometry: a case study of the shuping landslide in the three gorges area . Remote Sensing , 9 ( 9 ): 937 [ DOI: 10.3390/rs9090937 http://dx.doi.org/10.3390/rs9090937 ]
Strozzi T , Farina P , Corsini A , Ambrosi C , Thüring M , Zilger J , Wiesmann A , Wegmüller U and Werner C . 2005 . Survey and monitoring of landslide displacements by means of L-band satellite SAR interferometry . Landslides , 2 ( 3 ): 193 - 201 [ DOI: 10.1007/s10346-005-0003-2 http://dx.doi.org/10.1007/s10346-005-0003-2 ]
Thompson T W , Weissman D E and Gonzalez F I . 1983 . L band radar backscatter dependence upon surface wind stress: a summary of new SEASAT-1 and aircraft observations . Journal of Geophysical Research: Oceans , 88 ( C3 ): 1727 - 1735 [ DOI: 10.1029/JC088iC03p01727 http://dx.doi.org/10.1029/JC088iC03p01727 ]
Van Zyl J J . 2001 . The Shuttle Radar Topography Mission (SRTM): a breakthrough in remote sensing of topography . Acta Astronautica , 48 ( 5/12 ): 559 - 565 [ DOI: 10.1016/S0094-5765(01)00020-0 http://dx.doi.org/10.1016/S0094-5765(01)00020-0 ]
Wackerman C C , Friedman K S , Pichel W G , Clemente-Colón P and Li X . 2001 . Automatic detection of ships in RADARSAT-1 SAR imagery . Canadian Journal of Remote Sensing , 27 ( 5 ): 568 - 577 [ DOI: 10.1080/07038992.2001.10854896 http://dx.doi.org/10.1080/07038992.2001.10854896 ]
Wang C , Zhang H , Liu Z . 2002 . Spaceborne Synthetic Aperture Radar Interferometry . Beijing : Science Press
王超 , 张红 , 刘智 . 2002 . 星载合成孔径雷达干涉测量 . 北京 : 科学出版社
Wang X W . 2017 . Ionospheric Error Correction and Three-Dimensional Coseismic Deformation Estimation and Fault Slip Inversion with InSAR and MAI . Chengdu : Southwest Jiaotong University
王晓文 . 2017 . 基于InSAR和MAI的电离层误差校正及同震三维形变场计算与断层滑动反演 . 成都 : 西南交通大学
Wegmüller U , Strozzi T and Werner C . 2012 . Ionospheric path delay estimation using split-beam interferometry // Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium . Munich : IEEE: 3631 - 3634 [ DOI: 10.1109/IGARSS.2012.6350630 http://dx.doi.org/10.1109/IGARSS.2012.6350630 ]
Wegmüller U , Werner C , Frey O , Magnard C and Strozzi T . 2018 . Reformulating the split-spectrum method to facilitate the estimation and compensation of the ionospheric phase in SAR interferograms . Procedia Computer Science , 138 : 318 - 325 [ DOI: 10.1016/j.procs.2018.10.045 http://dx.doi.org/10.1016/j.procs.2018.10.045 ]
Werninghaus R and Buckreuss S . 2010 . The TerraSAR-X mission and system design . IEEE Transactions on Geoscience and Remote Sensing , 48 ( 2 ): 606 - 614 [ DOI: 10.1109/TGRS.2009.2031062 http://dx.doi.org/10.1109/TGRS.2009.2031062 ]
Yu H W , Lee H , Yuan T and Cao N . 2018 . A novel method for deformation estimation based on multibaseline InSAR phase unwrapping . IEEE Transactions on Geoscience and Remote Sensing , 56 ( 9 ): 5231 - 5243 [ DOI: 10.1109/TGRS.2018.2812769 http://dx.doi.org/10.1109/TGRS.2018.2812769 ]
Yu L . 2016 . Sub-band interferometry technique based on high-resolution SAR data and its application in coseismic deformation field studies . Recent Developments in World Seismology , ( 8 ): 45 - 47
庾露 . 2016 . 基于高分辨率SAR数据的子带干涉测量技术及其在地震同震形变场中的应用研究 . 国际地震动态 , ( 8 ): 45 - 47 [ DOI: 10.3969/j.issn.0235-4975.2016.08.012 http://dx.doi.org/10.3969/j.issn.0235-4975.2016.08.012 ]
Yu L , Shan X J , Song X G and Qu C Y . 2016 . Deformation of the 2013 Pakistan M W 7.7 earthquake derived from sub-band InSAR . Chinese Journal of Geophysics , 59 ( 4 ): 1371 - 1382
庾露 , 单新建 , 宋小刚 , 屈春燕 . 2016 . 基于子带干涉测量技术的巴基斯坦地震形变获取研究 . 地球物理学报 , 59 ( 4 ): 1371 - 1382 [ DOI: 10.6038/cjg20160418 http://dx.doi.org/10.6038/cjg20160418 ]
Yu W D , Yang R L , Deng Y K , Zhao F J and Lei H . 2014 . The load design and implementation of HJ-1-C space-borne SAR . Journal of Radars , 3 ( 3 ): 256 - 265
禹卫东 , 杨汝良 , 邓云凯 , 赵凤军 , 雷宏 . 2014 . HJ-1-C卫星合成孔径雷达载荷的设计与实现 . 雷达学报 , 3 ( 3 ): 256 - 265 [ DOI: 10.3724/SP.J.1300.2014.14020 http://dx.doi.org/10.3724/SP.J.1300.2014.14020 ]
Yu W D , Yang R L , Deng Y K , Zhao F J and Lei H . 2014 . The load design and implementation of HJ-1-C space-borne SAR . Journal of Radars , 3 ( 3 ): 256 - 265
禹卫东 , 杨汝良 , 邓云凯 , 赵凤军 , 雷宏 . 2014 . HJ-1-C卫星合成孔径雷达载荷的设计与实现 . 雷达学报 , 3 ( 3 ): 256 - 265 [ DOI: 10.3724/SP.J.1300.2014.14020 http://dx.doi.org/10.3724/SP.J.1300.2014.14020 ]
Zebker H A and Goldstein R M . 1986 . Topographic mapping from interferometric synthetic aperture radar observations . Journal of Geophysical Research: Solid Earth , 91 ( B5 ): 4993 - 4999 [ DOI: 10.1029/JB091iB05p04993 http://dx.doi.org/10.1029/JB091iB05p04993 ]
Zhang G , Wang S Y , Chen Z W , Zheng Y Z , Zhao R S , Wang T Y , Zhu Y , Yuan X Z , Wu W and Chen W T . 2024 . Development of China’s spaceborne SAR satellite, processing strategy, and application: take Gaofen-3 series as an example . Geo-Spatial Information Science , 27 ( 1 ): 221 - 236 [ DOI: 10.1080/10095020.2022.2124129 http://dx.doi.org/10.1080/10095020.2022.2124129 ]
Zhang J F , Li Y S , Luo Y and Zhang Q Y . 2020 . Interferometric Synthetic Aperture Radar and Seismic Applications . Beijing : Tsinghua University Press
张景发 , 李永生 , 罗毅 , 张庆云 . 2020 . 干涉雷达测量技术及地震应用 . 北京 : 清华大学出版社
Zhang Q J . 2017 . System design and key technologies of the GF-3 satellite . Acta Geodaetica et Cartographica Sinica , 46 ( 3 ): 269 - 277
张庆君 . 2017 . 高分三号卫星总体设计与关键技术 . 测绘学报 , 46 ( 3 ): 269 - 277 [ DOI: 10.11947/j.AGCS.2017.20170049 http://dx.doi.org/10.11947/j.AGCS.2017.20170049 ]
Zhu J J , Li Z W and Hu J . 2017 . Research progress and methods of InSAR for deformation monitoring . Acta Geodaetica et Cartographica Sinica , 46 ( 10 ): 1717 - 1733
朱建军 , 李志伟 , 胡俊 . 2017 . InSAR变形监测方法与研究进展 . 测绘学报 , 46 ( 10 ): 1717 - 1733 [ DOI: 10.11947/j.AGCS.2017.20170350 http://dx.doi.org/10.11947/j.AGCS.2017.20170350 ]
Zink M , Bachmann M , Brautigam B , Fritz T , Hajnsek I , Moreira A , Wessel B and Krieger G . 2014 . TanDEM-X: the new global DEM takes shape . IEEE Geoscience and Remote Sensing Magazine , 2 ( 2 ): 8 - 23 [ DOI: 10.1109/MGRS.2014.2318895 http://dx.doi.org/10.1109/MGRS.2014.2318895 ]
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