Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran
Excessive groundwater extraction has caused land subsidence in a large rural area located southwest of Tehran, Iran. We used radar images to estimate the temporal and spatial variation in the magnitude of the subsidence. Due to the large perpendicular baselines and rapid temporal decorrelation of th...
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creator | Dehghani, Maryam Valadan Zoej, Mohammad Javad Hooper, Andrew Hanssen, Ramon F. Entezam, Iman Saatchi, Sassan |
description | Excessive groundwater extraction has caused land subsidence in a large rural area located southwest of Tehran, Iran. We used radar images to estimate the temporal and spatial variation in the magnitude of the subsidence. Due to the large perpendicular baselines and rapid temporal decorrelation of the available data, the application of conventional synthetic aperture radar interferometry (InSAR) to monitor the deformation was not possible. Instead, we applied a recently developed Persistent Scatterer InSAR (PSI) method but found that displacements were underestimated in some areas due to high deformation rates that cause temporal aliasing of the signal. We therefore developed a method that combines conventional InSAR and PSI to estimate the high deformation rates in the southwestern Tehran Basin. We used rates estimated from conventional small temporal baseline interferograms to reduce the likelihood of aliasing and then applied PSI to the residual phase. The method was applied to descending and ascending ENVISAT ASAR images spanning from 2003 to 2009. Mean line-of-sight velocities obtained from both orientations that were further decomposed into horizontal and vertical deformation components were highly compatible with each other, indicating the high performance of the applied method. The mean precision of the estimated vertical component is 2.5mm/yr. We validated our results using measurements from a continuous GPS station located in one of the subsiding areas. The results also compare favourably with levelling data acquired over a different time interval. Finally, we compared the estimated displacements to hydraulic head variations and geologic profiles at several piezometric wells. We found that the geology is the most important factor controlling the subsidence rate in the southwestern Tehran Basin, regardless of the water level decline. |
doi_str_mv | 10.1016/j.isprsjprs.2013.02.012 |
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We used radar images to estimate the temporal and spatial variation in the magnitude of the subsidence. Due to the large perpendicular baselines and rapid temporal decorrelation of the available data, the application of conventional synthetic aperture radar interferometry (InSAR) to monitor the deformation was not possible. Instead, we applied a recently developed Persistent Scatterer InSAR (PSI) method but found that displacements were underestimated in some areas due to high deformation rates that cause temporal aliasing of the signal. We therefore developed a method that combines conventional InSAR and PSI to estimate the high deformation rates in the southwestern Tehran Basin. We used rates estimated from conventional small temporal baseline interferograms to reduce the likelihood of aliasing and then applied PSI to the residual phase. The method was applied to descending and ascending ENVISAT ASAR images spanning from 2003 to 2009. Mean line-of-sight velocities obtained from both orientations that were further decomposed into horizontal and vertical deformation components were highly compatible with each other, indicating the high performance of the applied method. The mean precision of the estimated vertical component is 2.5mm/yr. We validated our results using measurements from a continuous GPS station located in one of the subsiding areas. The results also compare favourably with levelling data acquired over a different time interval. Finally, we compared the estimated displacements to hydraulic head variations and geologic profiles at several piezometric wells. We found that the geology is the most important factor controlling the subsidence rate in the southwestern Tehran Basin, regardless of the water level decline.</description><identifier>ISSN: 0924-2716</identifier><identifier>EISSN: 1872-8235</identifier><identifier>DOI: 10.1016/j.isprsjprs.2013.02.012</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Animal, plant and microbial ecology ; Applied geophysics ; Basins ; Biological and medical sciences ; Deformation ; Earth sciences ; Earth, ocean, space ; ENVISAT ASAR ; Estimates ; Exact sciences and technology ; Fundamental and applied biological sciences. Psychology ; General aspects. Techniques ; High-rate deformation ; InSAR ; Internal geophysics ; Land ; Persistent scatterer ; Subsidence ; Synthetic aperture radar ; Tehran basin ; Teledetection and vegetation maps ; Temporal logic</subject><ispartof>ISPRS journal of photogrammetry and remote sensing, 2013-05, Vol.79, p.157-170</ispartof><rights>2013 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS)</rights><rights>2014 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a401t-9d9518754cae5317b3fee55be7e348d979066887b2dc25a2534f59eb52cce3ff3</citedby><cites>FETCH-LOGICAL-a401t-9d9518754cae5317b3fee55be7e348d979066887b2dc25a2534f59eb52cce3ff3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.isprsjprs.2013.02.012$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,45974</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27277730$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Dehghani, Maryam</creatorcontrib><creatorcontrib>Valadan Zoej, Mohammad Javad</creatorcontrib><creatorcontrib>Hooper, Andrew</creatorcontrib><creatorcontrib>Hanssen, Ramon F.</creatorcontrib><creatorcontrib>Entezam, Iman</creatorcontrib><creatorcontrib>Saatchi, Sassan</creatorcontrib><title>Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran</title><title>ISPRS journal of photogrammetry and remote sensing</title><description>Excessive groundwater extraction has caused land subsidence in a large rural area located southwest of Tehran, Iran. We used radar images to estimate the temporal and spatial variation in the magnitude of the subsidence. Due to the large perpendicular baselines and rapid temporal decorrelation of the available data, the application of conventional synthetic aperture radar interferometry (InSAR) to monitor the deformation was not possible. Instead, we applied a recently developed Persistent Scatterer InSAR (PSI) method but found that displacements were underestimated in some areas due to high deformation rates that cause temporal aliasing of the signal. We therefore developed a method that combines conventional InSAR and PSI to estimate the high deformation rates in the southwestern Tehran Basin. We used rates estimated from conventional small temporal baseline interferograms to reduce the likelihood of aliasing and then applied PSI to the residual phase. The method was applied to descending and ascending ENVISAT ASAR images spanning from 2003 to 2009. Mean line-of-sight velocities obtained from both orientations that were further decomposed into horizontal and vertical deformation components were highly compatible with each other, indicating the high performance of the applied method. The mean precision of the estimated vertical component is 2.5mm/yr. We validated our results using measurements from a continuous GPS station located in one of the subsiding areas. The results also compare favourably with levelling data acquired over a different time interval. Finally, we compared the estimated displacements to hydraulic head variations and geologic profiles at several piezometric wells. We found that the geology is the most important factor controlling the subsidence rate in the southwestern Tehran Basin, regardless of the water level decline.</description><subject>Animal, plant and microbial ecology</subject><subject>Applied geophysics</subject><subject>Basins</subject><subject>Biological and medical sciences</subject><subject>Deformation</subject><subject>Earth sciences</subject><subject>Earth, ocean, space</subject><subject>ENVISAT ASAR</subject><subject>Estimates</subject><subject>Exact sciences and technology</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General aspects. Techniques</subject><subject>High-rate deformation</subject><subject>InSAR</subject><subject>Internal geophysics</subject><subject>Land</subject><subject>Persistent scatterer</subject><subject>Subsidence</subject><subject>Synthetic aperture radar</subject><subject>Tehran basin</subject><subject>Teledetection and vegetation maps</subject><subject>Temporal logic</subject><issn>0924-2716</issn><issn>1872-8235</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNqFkE1r3DAQhkVoIdu0v6G6FHqoXX1Yln3chrQJBFrycRayPGq0eKWtRhu6_75aNuTag5hheF7NvC8hHzlrOeP9100bcJdxU18rGJctEy3j4oys-KBFMwip3pAVG0XXCM37c_IOccMY46ofVuTv9WHKYaYuxWeIJaRoF2rjTH9BxoClzui9s6VAhkzv13c0xNp7yGkLJR-oT5kuRwHuJwwzRAd0m2IoKYf4u9K0PAF9gKdsI_1mMcQv9Kb278lbbxeEDy_1gjx-v3q4vG5uf_64uVzfNrZjvDTjPKrqQ3XOgpJcT9IDKDWBBtkN86hH1vfDoCcxO6GsULLzaoRJCedAei8vyOfTv7uc_uwBi9kGdLDUmyHt0XDFZddJpWVF9Ql1OSFm8GaXw9bmg-HMHLM2G_OatTlmbZgwNeuq_PSyxKKzi6_-XMBXudBCay1Z5dYnDqrj5wDZoAvHyOaQwRUzp_DfXf8AwqObqQ</recordid><startdate>20130501</startdate><enddate>20130501</enddate><creator>Dehghani, Maryam</creator><creator>Valadan Zoej, Mohammad Javad</creator><creator>Hooper, Andrew</creator><creator>Hanssen, Ramon F.</creator><creator>Entezam, Iman</creator><creator>Saatchi, Sassan</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>20130501</creationdate><title>Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran</title><author>Dehghani, Maryam ; Valadan Zoej, Mohammad Javad ; Hooper, Andrew ; Hanssen, Ramon F. ; Entezam, Iman ; Saatchi, Sassan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a401t-9d9518754cae5317b3fee55be7e348d979066887b2dc25a2534f59eb52cce3ff3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Animal, plant and microbial ecology</topic><topic>Applied geophysics</topic><topic>Basins</topic><topic>Biological and medical sciences</topic><topic>Deformation</topic><topic>Earth sciences</topic><topic>Earth, ocean, space</topic><topic>ENVISAT ASAR</topic><topic>Estimates</topic><topic>Exact sciences and technology</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General aspects. Techniques</topic><topic>High-rate deformation</topic><topic>InSAR</topic><topic>Internal geophysics</topic><topic>Land</topic><topic>Persistent scatterer</topic><topic>Subsidence</topic><topic>Synthetic aperture radar</topic><topic>Tehran basin</topic><topic>Teledetection and vegetation maps</topic><topic>Temporal logic</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dehghani, Maryam</creatorcontrib><creatorcontrib>Valadan Zoej, Mohammad Javad</creatorcontrib><creatorcontrib>Hooper, Andrew</creatorcontrib><creatorcontrib>Hanssen, Ramon F.</creatorcontrib><creatorcontrib>Entezam, Iman</creatorcontrib><creatorcontrib>Saatchi, Sassan</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>ISPRS journal of photogrammetry and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dehghani, Maryam</au><au>Valadan Zoej, Mohammad Javad</au><au>Hooper, Andrew</au><au>Hanssen, Ramon F.</au><au>Entezam, Iman</au><au>Saatchi, Sassan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran</atitle><jtitle>ISPRS journal of photogrammetry and remote sensing</jtitle><date>2013-05-01</date><risdate>2013</risdate><volume>79</volume><spage>157</spage><epage>170</epage><pages>157-170</pages><issn>0924-2716</issn><eissn>1872-8235</eissn><abstract>Excessive groundwater extraction has caused land subsidence in a large rural area located southwest of Tehran, Iran. We used radar images to estimate the temporal and spatial variation in the magnitude of the subsidence. Due to the large perpendicular baselines and rapid temporal decorrelation of the available data, the application of conventional synthetic aperture radar interferometry (InSAR) to monitor the deformation was not possible. Instead, we applied a recently developed Persistent Scatterer InSAR (PSI) method but found that displacements were underestimated in some areas due to high deformation rates that cause temporal aliasing of the signal. We therefore developed a method that combines conventional InSAR and PSI to estimate the high deformation rates in the southwestern Tehran Basin. We used rates estimated from conventional small temporal baseline interferograms to reduce the likelihood of aliasing and then applied PSI to the residual phase. The method was applied to descending and ascending ENVISAT ASAR images spanning from 2003 to 2009. Mean line-of-sight velocities obtained from both orientations that were further decomposed into horizontal and vertical deformation components were highly compatible with each other, indicating the high performance of the applied method. The mean precision of the estimated vertical component is 2.5mm/yr. We validated our results using measurements from a continuous GPS station located in one of the subsiding areas. The results also compare favourably with levelling data acquired over a different time interval. Finally, we compared the estimated displacements to hydraulic head variations and geologic profiles at several piezometric wells. We found that the geology is the most important factor controlling the subsidence rate in the southwestern Tehran Basin, regardless of the water level decline.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.isprsjprs.2013.02.012</doi><tpages>14</tpages></addata></record> |
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subjects | Animal, plant and microbial ecology Applied geophysics Basins Biological and medical sciences Deformation Earth sciences Earth, ocean, space ENVISAT ASAR Estimates Exact sciences and technology Fundamental and applied biological sciences. Psychology General aspects. Techniques High-rate deformation InSAR Internal geophysics Land Persistent scatterer Subsidence Synthetic aperture radar Tehran basin Teledetection and vegetation maps Temporal logic |
title | Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran |
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