SENTINEL-1 DATA EXPLOITATION FOR AUTOMATIC SURFACE DEFORMATION TIME-SERIES GENERATION THROUGH THE SBAS-DINSAR PARALLEL PROCESSING CHAIN

被引:0
|
作者
Zinno, Ivana [1 ]
Bonano, Manuela [1 ,2 ]
Buonanno, Sabatino [1 ,3 ]
Casu, Francesco [1 ]
De Luca, Claudio [1 ]
Fusco, Adele [1 ]
Riccardo, Lanari [1 ]
Manunta, Michele [1 ]
Manzo, Mariarosaria [1 ]
Pepe, Antonio [1 ]
机构
[1] IREA CNR Napoli, Naples, Italy
[2] IMAA Tito Scalo, Tito, Italy
[3] Sapienza Univ Roma, Rome, Italy
基金
欧盟地平线“2020”;
关键词
P-SBAS; DInSAR; Cloud Computing;
D O I
暂无
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In this work we present an advanced interferometric processing chain, which is based on the DInSAR algorithm referred to as Parallel Small BAseline Subset (P-SBAS) approach, for the massive processing of SENTINEL-1 (S1) Interferometric Wide Swath (IWS) data. The P-SBAS S1 processing chain produces surface deformation time series, and the relevant mean velocity maps, in automatic and systematic way by efficiently exploiting Cloud Computing infrastructures, thus allowing us to perform DInSAR analyses at very large scale in reduced time frames. As experimental results, the overall mean deformation velocity map relevant to the Central and Southern Italy zone (from Lazio to Sicily), generated by processing in parallel about 300 S1 acquisitions within the Amazon Web Services Cloud Computing platform, is presented. Moreover, the displacement time series of some pixels located in volcanic deforming areas such as the Campi Flegrei Caldera (Napoli Bay area) and the Mt. Etna (Sicily) are shown.
引用
收藏
页码:5529 / 5532
页数:4
相关论文
共 50 条
  • [21] Present-Day Surface Deformation of Sicily Derived From Sentinel-1 InSAR Time-Series
    Henriquet, Maxime
    Peyret, Michel
    Dominguez, Stephane
    Barreca, Giovanni
    Monaco, Carmelo
    Mazzotti, Stephane
    JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2022, 127 (03)
  • [22] A Global Archive of Coseismic DInSAR Products Obtained Through Unsupervised Sentinel-1 Data Processing
    Monterroso, Fernando
    Bonano, Manuela
    De Luca, Claudio
    Lanari, Riccardo
    Manunta, Michele
    Manzo, Mariarosaria
    Onorato, Giovanni
    Zinno, Ivana
    Casu, Francesco
    REMOTE SENSING, 2020, 12 (19) : 1 - 21
  • [23] Large areas surface deformation analysis through a cloud computing P-SBAS approach for massive processing of DInSAR time series
    De Luca, Claudio
    Zinno, Ivana
    Manunta, Michele
    Lanari, Riccardo
    Casu, Francesco
    REMOTE SENSING OF ENVIRONMENT, 2017, 202 : 3 - 17
  • [24] UNSUPERVISED AND AUTOMATIC GENERATION OF DINSAR CO-SEISMIC DISPLACEMENT MAPS BY MEANS OF SENTINEL-1 DATA
    Monterroso, F.
    Bonano, M.
    De Luca, C.
    De Novellis, V.
    Lanari, R.
    Manunta, M.
    Manzo, M.
    Onorato, G.
    Valerio, E.
    Zinno, I.
    Casu, F.
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 9658 - 9661
  • [25] Time-series classification of Sentinel-1 agricultural data over North Dakota
    Whelen, Tracy
    Siqueira, Paul
    REMOTE SENSING LETTERS, 2018, 9 (05) : 411 - 420
  • [26] Detection of Crop Seeding and Harvest through Analysis of Time-Series Sentinel-1 Interferometric SAR Data
    Shang, Jiali
    Liu, Jiangui
    Poncos, Valentin
    Geng, Xiaoyuan
    Qian, Budong
    Chen, Qihao
    Dong, Taifeng
    Macdonald, Dan
    Martin, Tim
    Kovacs, John
    Walters, Dan
    REMOTE SENSING, 2020, 12 (10)
  • [27] Evaluation of the Performance of Time-Series Sentinel-1 Data for Discriminating Rock Units
    Lu, Yi
    Yang, Changbao
    Jiang, Qigang
    REMOTE SENSING, 2021, 13 (23)
  • [28] Time-series co-registration for Sentinel-1 TOPS SAR Data
    Ma Z.
    Jiang M.
    Ding Q.
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2021, 50 (05): : 634 - 640
  • [29] An Automatic Method for Rice Mapping Based on Phenological Features with Sentinel-1 Time-Series Images
    Tian, Guixiang
    Li, Heping
    Jiang, Qi
    Qiao, Baojun
    Li, Ning
    Guo, Zhengwei
    Zhao, Jianhui
    Yang, Huijin
    REMOTE SENSING, 2023, 15 (11)
  • [30] TIMELY MAPPING OF CROP STAGE AND WATERING EVENTS THROUGH SENTINEL-1 TIME-SERIES
    Iannini, Lorenzo
    Molijn, Ramses
    Alfieri, Silvia
    Steele-Dunne, Susan
    Menenti, Massimo
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 196 - 199