Image processing of alos palsar satellite data, small unmanned aerial vehicle (UAV), and field measurement of land deformation

(1) * Husnul kausarian Mail (Universitas Islam Riau, Indonesia)
(2) Josaphat Tetuko Sri Sumantyo Mail (Chiba University, Japan)
(3) Dewandra bagus eka putra Mail (Universitas Islam Riau, Indonesia)
(4) Adi Suryadi Mail (Universitas Islam Riau, Indonesia)
(5) Gevisioner Gevisioner Mail (Research and Development Board, Government of Riau Province, Indonesia)
*corresponding author

Abstract


Pekanbaru, Indonesia is connected by four big bridges, Siak Bridge; I, II, III and IV. The quality of the Siak bridges deteriorated seriously at this time. Geological mapping for the land subsidence potency was conducted using small Unmanned Aerial Vehicle (UAV) in the Siak Bridge areas. The study of the Siak bridges are supported by the Differential Interferometric Synthetic Aperture Radar (DInSAR) analysis using ALOS PALSAR satellite data, and the deflection observation that occurs in Siak III Bridge was observed by field measurement. The results of 3D model analysis showed that there is no negative land deformation. DInSAR analysis shows the amount of positive deformation of Siak I is 81 cm, Siak II is 48 cm, Siak III is 89 cm, and Siak IV is 92. Deflection on Siak III Bridge was detected at around 25-26 cm. These models could be used as a new way of measuring the bridge deformation on a big scale.

Keywords


Pekanbaru; Siak bridges; Small unmanned aerial vehicle (UAV); Differential interferometric synthetic; Aperture radar (DInSAR); Deflection

   

DOI

https://doi.org/10.26555/ijain.v4i2.221
      

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References


[1] H. Kausarian, J.T.S. Sumantyo, H. Kuze, D. Karya, and S. Wiyono, "The origin and distribution of silica mineral on the recent surface sediment area, Northern Coastline of Rupat Island, Indonesia." ARPN Journal of Engineering and Applied Sciences, Vol. 12(4), pp. 980-989, 2016, available at: http://www.arpnjournals.org/jeas/research_papers/rp_2017/jeas_0217_5714.pdf .

[2] S. Dorafshan and M. Maguire, “Bridge inspection: human performance, unmanned aerial systems and automation,” Journal of Civil Structural Health Monitoring, Vol. 8(3), pp. 1-34, 2018, doi: https://doi.org/10.1007/s13349-018-0285-4.

[3] L. Zhang, L, Q. Sun, and J. Hu, “Potential of TCPInSAR in Monitoring Linear Infrastructure with a Small Dataset of SAR Images: Application of the Donghai Bridge, China,” Applied Sciences, Vol. 8(3), pp. 425-439, 2018, doi: https://doi.org/10.3390/app8030425.

[4] G. Grenerczy and U. Wegmüller, “Persistent scatterer interferometry analysis of the embankment failure of a red mud reservoir using ENVISAT ASAR data,” Natural Hazards, Vol. 59, pp. 1047–1053, 2011, doi: https://doi.org/10.1007/s11069-011-9816-6.

[5] J.J. Sousa, I. Hlavácová, M. Bakoˇn, M. Lazecký, G. Patricio, P. Guimaraes, A.K. Ruiz, L. Bastos, A. Sousa, and R. Bento, “Potential of multi-temporal InSAR techniques for bridges and dams monitoring,” Procedia Technology, Vol. 16, pp. 834–841, 2014, doi: https://doi.org/10.1016/j.protcy.2014.10.033.

[6] G. Fornaro, D. Reale, and S. Verde, “Bridge thermal dilation monitoring with millimeter sensitivity via multidimensional SAR imaging,” IEEE Geoscience Remote Sensing Letter, Vol. 10, pp. 677–681, 2013, doi: https://doi.org/10.1109/LGRS.2012.2218214.

[7] M. Crosetto, O. Monserrat, M. Cuevas-González, N. Devanthéry, G. Luzi, and B. Crippa, “Measuring thermal expansion using X-band persistent scatterer interferometry,” ISPRS Journal of Photogrammetry Remote Sensing, Vol. 100, pp. 84-91, 2015, doi: https://doi.org/10.1016/j.isprsjprs.2014.05.006.

[8] B. Shi and C. Liu, “UAV for landslide mapping and deformation analysis,” in International Conference on Intelligent Earth Observing and Applications. Guilin: International Society for Optics and Photonics 2015, p. 98080P, 2015, doi: https://doi.org/10.1117/12.2207411.

[9] Y. Liu, Y. Deng, and C.S. Cai, “Deflection monitoring and assessment for a suspension bridge using a connected pipe system: a case study in China,” Structural Control and Health Monitoring, Vol. 22(12), pp. 1408-1425, 2015, doi: https://doi.org/10.1002/stc.1751.

[10] T. Fernández, J.L. Pérez, J. Cardenal, J.M. Gómez, C. Colomo, and J. Delgado, “Analysis of landslide evolution affecting olive groves using uav and photogrammetric techniques,” Remote Sensing, Vol. 8(10), pp. 837-866, 2016, doi: https://doi.org/10.3390/rs8100837.

[11] J. Xu, P. Ye, Q. Li, H. Du, Y. Liu, and D. Doermann, "Blind image quality assessment based on high order statistics aggregation," IEEE Transactions on Image Processing, Vol. 25(9), pp. 4444-4457, 2016, doi: https://doi.org/10.1109/TIP.2016.2585880.

[12] C. Kerdvibulvech, "A methodology for hand and finger motion analysis using adaptive probabilistic models," EURASIP Journal on Embedded Systems, Vol. 18(1), pp. 1-9, 2014, doi: https://doi.org/10.1186/s13639-014-0018-7.

[13] M.Z. Lubis, S. Pujiyati, D.S. Pamungkas, M. Tauhid, W. Anurogo, and H. Kausarian, “Coral reefs recruitment in stone substrate on Gosong Pramuka, Seribu Islands, Indonesia,” Biodiversitas, Vol. 19(4), pp. 1451-1458, 2018, doi: https://doi.org/10.13057/biodiv/d190435.

[14] F. Cigna, V.J. Banks, A.W. Donald, S. Donohue, C. Graham, D. Hughes, J.M. McKinley, and K. Parker, “Mapping Ground Instability in Areas of Geotechnical Infrastructure Using Satellite InSAR and Small UAV Surveying: A Case Study in Northern Ireland,” Geosciences, Vol. 7(3), pp. 51-75, 2017, doi: https://doi.org/
10.3390/geosciences7030051
.

[15] C.S. Hsieh, T.Y. Shih, J.C. Hu, H. Tung, M.H. Huang, and J. Angelier, “Using differential SAR interferometry to map land subsidence: a case study in the Pingtung Plain of SW Taiwan,” Natural Hazards, Vol. 58(3), pp. 1311-1332, 2011, doi: https://doi.org/10.1007/s11069-011-9734-7.

[16] H. Kausarian, Batara, D.Bagus.E. Putra, A. Suryadi, and M.Z. Lubis, "Geological Mapping and Assessment for Measurement of Electric Grid Transmission Lines as the Supporting of National Energy Program in West Sumatera Area, Indonesia,"International Journal on Advanced Science, Engineering and Information Technology, Vol. 8(3), pp. 856-862, 2018, doi: http://dx.doi.org/10.18517/ijaseit.8.3.4069.

[17] E. Chaussard, S. Wdowinski, E. Cabral-Cano, and F. Amelung, “Land subsidence in central Mexico detected by ALOS InSAR time-series,” Remote Sensing of Environment, Vol. 140, pp. 94-106, 2014, doi: https://doi.org/10.1016/j.rse.2013.08.038.

[18] R. Lanari, F. Casu, M. Manzo, G. Zeni, P. Berardino, M. Manunta, and A. Pepe, “An overview of the small baseline subset algorithm: A DInSAR technique for surface deformation analysis,” Pure and Applied Geophysics, Vol. 164(4), pp. 637-661, 2007, doi: https://doi.org/10.1007/s00024-007-0192-9.

[19] S. Hongyun, Y. Songlin, and L. Guang, “The application of InSAR in the deformation monitoring for road engineering-A case study: Dujiangyan, China,” In Intelligent Computation Technology and Automation (ICICTA) 2011 International Conference 2, 2011, pp. 732-734, doi: https://doi.org/10.1109/
ICICTA.2011.469
.

[20] J.T.S. Sumantyo, M. Shimada, P.P. Mathieu, and H.Z. Abidin, “Long-term consecutive DInSAR for volume change estimation of land deformation,” IEEE Transactions on Geoscience and Remote Sensing, Vol. 50(1), pp. 259-270, 2012, doi: https://doi.org/10.1109/TGRS.2011.2160455.

[21] M.N. Jebur, B. Pradhan, and M.S. Tehrany, “Using ALOS PALSAR derived high-resolution DInSAR to detect slow-moving landslides in tropical forest: Cameron Highlands, Malaysia,” Geomatics, Natural Hazards and Risk, Vol. 6(8), pp. 741-759, 2015, doi: https://doi.org/10.1080/19475705.2013.860407.

[22] H. Kausarian, J.T. Sri Sumantyo, H. Kuze, D. Karya, and G.F. Panggabean, “Silica Sand Identification using ALOS PALSAR Full Polarimetry on The Northern Coastline of Rupat Island, Indonesia,” International Journal on Advanced Science, Engineering and Information Technology, Vol. 6(5), pp. 568-573, 2016, doi: https://doi.org/10.18517/ijaseit.6.5.920.

[23] H. Kausarian, J.T. Sri Sumantyo, H. Kuze, J. Aminuddin, and M.M. Waqar, “Analysis of Polarimetric Decomposition, Backscattering Coefficient, and Sample Properties for Identification and Layer Thickness Estimation of Silica Sand Distribution Using L-Band Synthetic Aperture Radar,” Canadian Journal of Remote Sensing, Vol. 43(2), pp. 95-108, 2017, doi: https://doi.org/10.1080/07038992.2017.1286935.

[24] H. Kausarian, Batara, and D.B.E. Putra, "The Phenomena of Flood Caused by the Seawater Tidal and its Solution for the Rapid-growth City: A case study in Dumai City, Riau Province, Indonesia," Journal of Geoscience, Engineering, Environment, and Technology, Vol. 3(1), pp. 39-46, 2018, doi: https://doi.org/
10.24273/jgeet.2018.3.01.1221
.

[25] C. Gentile and A. Saisi, “Ambient vibration testing and condition assessment of the Paderno iron arch bridge (1889),” Construction and Building Materials, Vol. 25(9), pp. 3709-3720, 2011, doi: https://doi.org/10.1016/j.conbuildmat.2011.04.019.

[26] B. Pan, D. Wu, and Y. Xia, “An active imaging digital image correlation method for deformation measurement insensitive to ambient light,” Optics & Laser Technology, Vol. 44(1), pp. 204-209, 2012, doi: https://doi.org/10.1016/j.optlastec.2011.06.019.

[27] N. Lu, M. Beer, M. Noori, and Y. Liu, “Lifetime Deflections of Long-Span Bridges under Dynamic and Growing Traffic Loads,” Journal of Bridge Engineering, Vol. 22(11), pp.04017086, 2017, doi: https://doi.org/10.1061/(ASCE)BE.1943-5592.0001125.

[28] Y.C. Sung, T.K. Lin, Y.T. Chiu, K.C. Chang, K.L. Chen, and C.C. Chang, “A bridge safety monitoring system for prestressed composite box-girder bridges with corrugated steel webs based on in-situ loading experiments and a long-term monitoring database,” Engineering Structures, Vol. 126, pp. 571-585, 2016, doi: https://doi.org/10.1016/j.engstruct.2016.08.006.

[29] C. Lü, W. Liu, Y. Zhang, and H. Zhao, “Experimental estimating deflection of a simple beam bridge model using grating eddy current sensors,” Sensors, Vol. 12(8), pp. 9987-10000, 2012, doi: https://doi.org/10.3390/
s120809987.

[30] J.H. Yi, S. Cho, and C.B. Yun, “Two‐Step Indirect Static Deflection Estimation of Bridges Based on Ambient Acceleration Measurements,” Experimental Techniques, Vol. 37(3), pp. 33-45, 2013, doi: https://doi.org/10.1111/j.1747-1567.2011.00737.x.

[31] M.Z. Lubis, W. Anurogo, A. Hanafi, H. Kausarian, H. M. Taki, and S. Antoni, "Distribution of benthic habitat using Landsat-7 Imagery in shallow waters of Sekupang, Batam Island, Indonesia," Biodiversitas, Vol. 19(3), pp. 1117-1122, 2018, doi: https://doi.org/10.13057/biodiv/d190346.

[32] H. Kausarian, “Rock Mass, Geotechnical and Rock Type Identification Using SASW and MASW Methods at Kajang Rock Quarry, Semenyih, Selangor Darul Ehsan,” Journal of Ocean, Mechanical and Aerospace -Science and Engineering, Vol. 26, pp. 7-12, 2015, available at: http://isomase.org/JOMAse/Vol.26%20Dec%202015/26-2.pdf.

[33] L. Tian and B. Pan, “Remote bridge deflection measurement using an advanced video deflectometer and actively illuminated LED targets,” Sensors, Vol. 16(9), pp. 1-13, 2016, doi: https://doi.org/10.3390/s16091344.




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