G. Bitelli, F. Bonsignore, S. Del Conte, F. Franci, A. Lambertini, F. Novali, P. Severi, L. Vittuari
{"title":"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","authors":"G. Bitelli, F. Bonsignore, S. Del Conte, F. Franci, A. Lambertini, F. Novali, P. Severi, L. Vittuari","doi":"10.5194/piahs-382-39-2020","DOIUrl":null,"url":null,"abstract":"Abstract. The analysis of the vertical movements of the soil in the\nPo River plane of the Emilia-Romagna Region (Italy) was updated through an\ninterferometric analysis referred to the 2011–2016 time-span. This activity\nis a continuation of previous studies on the state of knowledge of vertical\nsoil movements in the same area, analyzed firstly by levelling and GNSS and\nmore recently by SAR interferometry for the periods 1992–2000, 2002–2006,\n2006–2011, on behalf of the Emilia-Romagna Region. The survey area analysed\nwas approximately 13 300 km2, which corresponds to the territory\nof the regional plain. The interferometric dataset was calibrated through\nthe use of velocity time series of several permanent GNSS stations. Among\nthe 36 stations analysed, 22 were included in the study area: 16 were used\nfor the calibration and 6 as check points). The velocities required for the\ncalibration of the SAR analysis were calculated in the period following the\nimportant seismic events that struck the territory of the Emilia Romagna\nRegion in May 2012. The interferometric analysis was carried out by TRE\nALTAMIRA using the SqueeSAR™ technology. In particular, in\norder to update the interferometric dataset to 2016, it was necessary to\nperform a joint processing of the available RADARSAT-1 data and of the data\nacquired by the RADARSAT-2 satellite using a specific operating mode of the\nSqueeSAR™ algorithm known as stitching; this approach allowed\nthe joint processing of images acquired in the same geometry by these two\nsatellites. The study of the time series of the GNSS permanent stations used\nto provide the velocity datum to the interferometric analysis, is described,\nand the results of the SqueeSAR™ interferometric processing are\nreported. Statistical analyses on the spatial distribution and the type of\nscatterers have been performed during the screening and validation\nprocedures of the dataset, and for the identification and removal of the\noutliers. Finally, the resulting map is described in order to analyse the\nmeasured soil movements with respect to the results obtained in past\nanalyses, and the possible geological and human-induced causes, which could\nhave produced them.\n","PeriodicalId":53381,"journal":{"name":"Proceedings of the International Association of Hydrological Sciences","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Updating the subsidence map of Emilia-Romagna region (Italy) by integration of SAR interferometry and GNSS time series: the 2011–2016 period\",\"authors\":\"G. Bitelli, F. Bonsignore, S. Del Conte, F. Franci, A. Lambertini, F. Novali, P. Severi, L. Vittuari\",\"doi\":\"10.5194/piahs-382-39-2020\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract. The analysis of the vertical movements of the soil in the\\nPo River plane of the Emilia-Romagna Region (Italy) was updated through an\\ninterferometric analysis referred to the 2011–2016 time-span. This activity\\nis a continuation of previous studies on the state of knowledge of vertical\\nsoil movements in the same area, analyzed firstly by levelling and GNSS and\\nmore recently by SAR interferometry for the periods 1992–2000, 2002–2006,\\n2006–2011, on behalf of the Emilia-Romagna Region. The survey area analysed\\nwas approximately 13 300 km2, which corresponds to the territory\\nof the regional plain. The interferometric dataset was calibrated through\\nthe use of velocity time series of several permanent GNSS stations. Among\\nthe 36 stations analysed, 22 were included in the study area: 16 were used\\nfor the calibration and 6 as check points). The velocities required for the\\ncalibration of the SAR analysis were calculated in the period following the\\nimportant seismic events that struck the territory of the Emilia Romagna\\nRegion in May 2012. The interferometric analysis was carried out by TRE\\nALTAMIRA using the SqueeSAR™ technology. In particular, in\\norder to update the interferometric dataset to 2016, it was necessary to\\nperform a joint processing of the available RADARSAT-1 data and of the data\\nacquired by the RADARSAT-2 satellite using a specific operating mode of the\\nSqueeSAR™ algorithm known as stitching; this approach allowed\\nthe joint processing of images acquired in the same geometry by these two\\nsatellites. The study of the time series of the GNSS permanent stations used\\nto provide the velocity datum to the interferometric analysis, is described,\\nand the results of the SqueeSAR™ interferometric processing are\\nreported. Statistical analyses on the spatial distribution and the type of\\nscatterers have been performed during the screening and validation\\nprocedures of the dataset, and for the identification and removal of the\\noutliers. Finally, the resulting map is described in order to analyse the\\nmeasured soil movements with respect to the results obtained in past\\nanalyses, and the possible geological and human-induced causes, which could\\nhave produced them.\\n\",\"PeriodicalId\":53381,\"journal\":{\"name\":\"Proceedings of the International Association of Hydrological Sciences\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the International Association of Hydrological Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5194/piahs-382-39-2020\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Earth and Planetary Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the International Association of Hydrological Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5194/piahs-382-39-2020","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Earth and Planetary Sciences","Score":null,"Total":0}
Updating the subsidence map of Emilia-Romagna region (Italy) by integration of SAR interferometry and GNSS time series: the 2011–2016 period
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.