Updating the subsidence map of Emilia-Romagna region (Italy) by integration of SAR interferometry and GNSS time series: the 2011–2016 period

G. Bitelli, F. Bonsignore, S. Del Conte, F. Franci, A. Lambertini, F. Novali, P. Severi, L. Vittuari
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引用次数: 10

Abstract

Abstract. The analysis of the vertical movements of the soil in the Po River plane of the Emilia-Romagna Region (Italy) was updated through an interferometric analysis referred to the 2011–2016 time-span. This activity is a continuation of previous studies on the state of knowledge of vertical soil movements in the same area, analyzed firstly by levelling and GNSS and more recently by SAR interferometry for the periods 1992–2000, 2002–2006, 2006–2011, on behalf of the Emilia-Romagna Region. The survey area analysed was approximately 13 300 km2, which corresponds to the territory of the regional plain. The interferometric dataset was calibrated through the use of velocity time series of several permanent GNSS stations. Among the 36 stations analysed, 22 were included in the study area: 16 were used for the calibration and 6 as check points). The velocities required for the calibration of the SAR analysis were calculated in the period following the important seismic events that struck the territory of the Emilia Romagna Region in May 2012. The interferometric analysis was carried out by TRE ALTAMIRA using the SqueeSAR™ technology. In particular, in order to update the interferometric dataset to 2016, it was necessary to perform a joint processing of the available RADARSAT-1 data and of the data acquired by the RADARSAT-2 satellite using a specific operating mode of the SqueeSAR™ algorithm known as stitching; this approach allowed the joint processing of images acquired in the same geometry by these two satellites. The study of the time series of the GNSS permanent stations used to provide the velocity datum to the interferometric analysis, is described, and the results of the SqueeSAR™ interferometric processing are reported. Statistical analyses on the spatial distribution and the type of scatterers have been performed during the screening and validation procedures of the dataset, and for the identification and removal of the outliers. Finally, the resulting map is described in order to analyse the measured soil movements with respect to the results obtained in past analyses, and the possible geological and human-induced causes, which could have produced them.
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基于SAR干涉测量和GNSS时间序列的意大利艾米利亚-罗马涅地区沉降图更新:2011-2016年
摘要对意大利艾米利亚-罗马涅大区波河平面土壤垂直运动的分析,通过参考2011-2016年时间跨度的干涉分析进行了更新。这项活动是对同一地区垂直土壤运动知识状况研究的延续,该研究首先通过水准测量和GNSS进行分析,最近通过SAR干涉测量分析1992-2000年,2002-2006年,2006-2011年期间,代表艾米利亚-罗马涅地区。分析的调查面积约为13 300 km2,与该地区平原的面积相对应。干涉测量数据集通过使用几个永久GNSS站的速度时间序列进行校准。在分析的36个站点中,22个包括在研究区域内:16个用于校准,6个作为检查点)。校正SAR分析所需的速度是在2012年5月袭击艾米利亚罗马地区的重要地震事件发生后的一段时间内计算的。干涉分析由TREALTAMIRA使用SqueeSAR™技术进行。特别是,为了将干涉测量数据更新到2016年,有必要对可用的RADARSAT-1数据和RADARSAT-2卫星获取的数据进行联合处理,使用一种称为拼接的特定操作模式的theSqueeSAR™算法;这种方法允许联合处理这两颗卫星在相同几何形状下获得的图像。描述了用于为干涉分析提供速度基准的GNSS永久站时间序列的研究,并报告了SqueeSAR™干涉处理的结果。在数据集筛选和验证过程中,对散射体的空间分布和类型进行了统计分析,并对异常值进行了识别和去除。最后,描述了结果图,以便分析测量到的土壤运动与过去分析中获得的结果,以及可能产生土壤运动的地质和人为原因。
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来源期刊
Proceedings of the International Association of Hydrological Sciences
Proceedings of the International Association of Hydrological Sciences Earth and Planetary Sciences-Earth and Planetary Sciences (all)
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