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Monitoring Building Deformation with InSAR: Experiments and Validation
Synthetic Aperture Radar Interferometry (InSAR) techniques are increasingly applied for monitoring land subsidence. The advantages of InSAR include high accuracy and the ability to cover large areas; nevertheless, research validating the use of InSAR on building deformation is limited. In this paper...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191161/ https://www.ncbi.nlm.nih.gov/pubmed/27999403 http://dx.doi.org/10.3390/s16122182 |
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author | Yang, Kui Yan, Li Huang, Guoman Chen, Chu Wu, Zhengpeng |
author_facet | Yang, Kui Yan, Li Huang, Guoman Chen, Chu Wu, Zhengpeng |
author_sort | Yang, Kui |
collection | PubMed |
description | Synthetic Aperture Radar Interferometry (InSAR) techniques are increasingly applied for monitoring land subsidence. The advantages of InSAR include high accuracy and the ability to cover large areas; nevertheless, research validating the use of InSAR on building deformation is limited. In this paper, we test the monitoring capability of the InSAR in experiments using two landmark buildings; the Bohai Building and the China Theater, located in Tianjin, China. They were selected as real examples to compare InSAR and leveling approaches for building deformation. Ten TerraSAR-X images spanning half a year were used in Permanent Scatterer InSAR processing. These extracted InSAR results were processed considering the diversity in both direction and spatial distribution, and were compared with true leveling values in both Ordinary Least Squares (OLS) regression and measurement of error analyses. The detailed experimental results for the Bohai Building and the China Theater showed a high correlation between InSAR results and the leveling values. At the same time, the two Root Mean Square Error (RMSE) indexes had values of approximately 1 mm. These analyses show that a millimeter level of accuracy can be achieved by means of InSAR technique when measuring building deformation. We discuss the differences in accuracy between OLS regression and measurement of error analyses, and compare the accuracy index of leveling in order to propose InSAR accuracy levels appropriate for monitoring buildings deformation. After assessing the advantages and limitations of InSAR techniques in monitoring buildings, further applications are evaluated. |
format | Online Article Text |
id | pubmed-5191161 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-51911612017-01-03 Monitoring Building Deformation with InSAR: Experiments and Validation Yang, Kui Yan, Li Huang, Guoman Chen, Chu Wu, Zhengpeng Sensors (Basel) Article Synthetic Aperture Radar Interferometry (InSAR) techniques are increasingly applied for monitoring land subsidence. The advantages of InSAR include high accuracy and the ability to cover large areas; nevertheless, research validating the use of InSAR on building deformation is limited. In this paper, we test the monitoring capability of the InSAR in experiments using two landmark buildings; the Bohai Building and the China Theater, located in Tianjin, China. They were selected as real examples to compare InSAR and leveling approaches for building deformation. Ten TerraSAR-X images spanning half a year were used in Permanent Scatterer InSAR processing. These extracted InSAR results were processed considering the diversity in both direction and spatial distribution, and were compared with true leveling values in both Ordinary Least Squares (OLS) regression and measurement of error analyses. The detailed experimental results for the Bohai Building and the China Theater showed a high correlation between InSAR results and the leveling values. At the same time, the two Root Mean Square Error (RMSE) indexes had values of approximately 1 mm. These analyses show that a millimeter level of accuracy can be achieved by means of InSAR technique when measuring building deformation. We discuss the differences in accuracy between OLS regression and measurement of error analyses, and compare the accuracy index of leveling in order to propose InSAR accuracy levels appropriate for monitoring buildings deformation. After assessing the advantages and limitations of InSAR techniques in monitoring buildings, further applications are evaluated. MDPI 2016-12-20 /pmc/articles/PMC5191161/ /pubmed/27999403 http://dx.doi.org/10.3390/s16122182 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yang, Kui Yan, Li Huang, Guoman Chen, Chu Wu, Zhengpeng Monitoring Building Deformation with InSAR: Experiments and Validation |
title | Monitoring Building Deformation with InSAR: Experiments and Validation |
title_full | Monitoring Building Deformation with InSAR: Experiments and Validation |
title_fullStr | Monitoring Building Deformation with InSAR: Experiments and Validation |
title_full_unstemmed | Monitoring Building Deformation with InSAR: Experiments and Validation |
title_short | Monitoring Building Deformation with InSAR: Experiments and Validation |
title_sort | monitoring building deformation with insar: experiments and validation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191161/ https://www.ncbi.nlm.nih.gov/pubmed/27999403 http://dx.doi.org/10.3390/s16122182 |
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