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Research Article

Performance evaluation of multi-parametric synthetic aperture radar data for geological lineament extraction

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Pages 2574-2593 | Received 01 Jul 2020, Accepted 04 Nov 2020, Published online: 31 Dec 2020

References

  • Adiri, Z., A. E. Harti, A. Jellouli, R. Lhissou, L. Maacha, M. Azmi, M. Zouhair, and E. M. Bachaoui. 2017. “Comparison of Landsat-8, ASTER and Sentinel 1 Satellite Remote Sensing Data in Automatic Lineaments Extraction: A Case Study of Sidi Flah-Bouskour Inlier, Moroccan Anti Atlas.” Advances in Space Research 60 (11): 2355–2367.
  • Akhir, J. M., and I. Abdullah. 1997. “Geological Applications of LANDSAT Thematic Mapper Imagery: Mapping and Analysis of Lineaments in NW Peninsula Malaysia.” UNI. Kebangssan, Malaysia. AARS papers, ACRS1997, Geology.
  • Azar, A., P. Kolahi, G. Askari, L. Crispini, A. B. Pour, B. Zoheir, and B. Pradhan. 2019. “Field and Spaceborne Imagery Data for Evaluation of the Paleo-stress Regime during Formation of the Jurassic Dike Swarms in the Kalateh Alaeddin Mountain Area, Shahrood, North Iran.” Arabian Journal of Geosciences 12 (17): 552.
  • Carlà, R., M. Jacoli, G. Profeti, V. Venturi, and A. Carrara. 2001. “Detecting Morphological Features by SAR Imagery for Archaeological Investigation.” In Proc. 3rd International Conference “Science and Technology Applied to the Protection of the Cultural Heritage in the Mediterranean Basin”, 1–6, Alcalà de Henares, Spain.
  • Casas, A. M., A. L. Cortes, A. Maestro, M. Asunción Soriano, A. Riaguas, and J. Bernal. 2000. “LINDENS: A Program for Lineament Length and Density Analysis.” Computers & Geosciences 26 (9–10): 1011–1022.
  • Castel, T., A. Beaudoin, N. Stach, N. Stussi, T. Le Toan, and P. Durand. 2001. “Sensitivity of Space-borne SAR Data to Forest Parameters over Sloping Terrain. Theory and Experiment.” International Journal of Remote Sensing 22 (12): 2351–2376.
  • Chakraborti, D., E. Jayantakumar Singh, B. Das, B. A. Shah, M. Amir Hossain, B. Nayak, S. Ahamed, and N. Rajmuhon Singh. 2008. “Groundwater Arsenic Contamination in Manipur, One of the Seven North-Eastern Hill States of India: A Future Danger.” Environmental Geology 56 (2): 381–390.
  • Chini, M., R. Pelich, R. Hostache, P. Matgen, and C. Lopez-Martinez. 2018. “Towards a 20 M Global Building Map from Sentinel-1 SAR Data.” Remote Sensing 10 (11): 1833.
  • Cross, A. M. 1988. “Detection of Circular Geological Features Using the Hough Transform.” International Journal of Remote Sensing 9 (9): 1519–1528.
  • Dasgupta, S., and S. Mukherjee. 2019. “Remote Sensing in Lineament Identification: Examples from Western India.” Developments in Structural Geology and Tectonics Vol. 5, 205–221. Elsevier. https://doi.org/10.1016/B978-0-12-814048-2.00016-8
  • De Oliveira Andrades, F. C., and R. Dilce De FáTima. 2012. “Effectiveness of SRTM and ALOS-PALSAR Data for Identifying Morphostructural Lineaments in Northeastern Brazil.” International Journal of Remote Sensing 33 (4): 1058–1077.
  • Dellwig, L. F., J. Norman Kirk, and R. L. Walters. 1966. “The Potential of Low-resolution Radar Imagery in Regional Geologic Studies.” Journal of Geophysical Research 71 (20): 4995–4998.
  • Deroin, J.-P. 2001. “Interest of Multi-frequency, Multiincidence, and Multi-polarization SAR Data for Lithological Mapping, with Emphasis on Arid Regions.” Proceedings of the Workshop “Remote Sensing by Low-Frequency Radars, Naples, Italy, 20–21.
  • Gahalaut, V. K., B. Kundu, S. S. Laishram, J. Catherine, A. Kumar, M. Devchandra Singh, R. P. Tiwari et al. 2013. “Aseismic Plate Boundary in the Indo-Burmese Wedge, Northwest Sunda Arc.” Geology 41 (2): 235–238.
  • GSI. 2020. Bhukosh Geoportal. Geological Society of India. accessed 3 February 2020. www.bhukosh.gsi.gov.in.
  • Guha, A., K. Vinod Kumar, and M. V. V. Kamaraju. 2008. “Influences of Look Angle and Look Direction of Space-borne SAR Sensor in Geological Feature Delineation in Metasedimentary Terrain of Kurnool Group of Rocks, Andhra Pradesh.” Current Science 95 (1), 99–104.
  • Gupta, H. K., S. C. Singh, T. K. Dutta, M. M. Saikia, G. Gongu, and M. Xing-Yuan. 1984. “Recent Investigations of North East India Seismicity.” Proceedings of the International Symposium on Continental Seismicity and Earthquake Prediction, 63–71. Seismological Press Beijing, Beijing, China.
  • Gustafsson, P. 1994. “Spot Satellite Data for Exploration of Fractured Aquifers in a Semi-arid Area in Southeastern Botswana.” Applied Hydrogeology 2 (2): 9–18.
  • Henderson, F. M., and A. J. Lewis. 1998. Principles and Applications of Imaging Radar. Manual of Remote Sensing: Volume 2. Somerset, NJ (United States): John Wiley and Sons.
  • Hobbs, W. H. 1904. “Lineaments of the Atlantic Border Region.” Bulletin of the Geological Society of America 15 (1): 483–506.
  • Hung, L. Q., and O. Batelaan. 2003. “Environmental Geological Remote Sensing and GIS Analysis of Tropical Karst Areas in Vietnam.” IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No. 03CH37477), Vol. 4, 2964–2966. IEEE, Toulouse, France.
  • Hung, L. Q., O. Batelaan, and F. De Smedt. 2005. “Lineament Extraction and Analysis, Comparison of LANDSAT ETM and ASTER Imagery. Case Study: Suoimuoi Tropical Karst Catchment, Vietnam.” Remote sensing for environmental monitoring, GIS applications, and geology V, Vol. 5983, 59830T. International Society for Optics and Photonics, Bruges, Belgium.
  • Javhar, A., X. Chen, A. Bao, A. Jamshed, M. Yunus, A. Jovid, and T. Latipa. 2019. “Comparison of Multi-Resolution Optical Landsat-8, Sentinel-2 and Radar Sentinel-1 Data for Automatic Lineament Extraction: A Case Study of Alichur Area, SE Pamir.” Remote Sensing 11 (7): 778.
  • Karnieli, A., A. Meisels, L. Fisher, and Y. Arkin. 1996. “Automatic Extraction and Evaluation of Geological Linear Features from Digital Remote Sensing Data Using a Hough Transform.” Photogrammetric Engineering and Remote Sensing 62 (5): 525–531.
  • Karpuz, M. R., D. Roberts, O. Olesen, R. H. Gabrielsen, and T. Herrevold. 1993. “Application of Multiple Data Sets to Structural Studies on Varanger Peninsula, Northern Norway.” International Journal of Remote Sensing 14 (5): 979–1003.
  • Kocal, A., H. S. Duzgun, and C. Karpuz. 2004. “Discontinuity Mapping with Automatic Lineament Extraction from High Resolution Satellite Imagery.” ISPRS XX, Istanbul 12–23.
  • Koike, K., S. Nagano, and M. Ohmi. 1995. “Lineament Analysis of Satellite Images Using a Segment Tracing Algorithm (STA).” Computers & Geosciences 21 (9): 1091–1104.
  • Lee, T. H., and W. M. Moon. 2002. “Lineament Extraction from Landsat TM, JERS-1 SAR, and DEM for Geological Applications.” IEEE International Geoscience and Remote Sensing Symposium, Vol. 6, 3276–3278. IEEE, Toronto, Ontario, Canada.
  • Lin, C.-W., C.-Y. Hsu, and Y. Ting-Do. 2007. “The Chiuhsiungken Fault: A Candidate to Trigger A Hazardous Earthquake in Western Taiwan.” Journal of Asian Earth Sciences 30 (2): 390–402.
  • Longkumer, L., K. Luirei, J. N. Moiya, and G. T. Thong. 2019. “Morphotectonics and Neotectonic Activity of the Schuppen Belt of Mokokchung, Nagaland, India.” Journal of Asian Earth Sciences 170: 138–154.
  • Magesh, N. S., N. Chandrasekar, and J. P. Soundranayagam. 2012. “Delineation of Groundwater Potential Zones in Theni District, Tamil Nadu, Using Remote Sensing, GIS and MIF Techniques.” Geoscience Frontiers 3 (2): 189–196.
  • Maini, R., and H. Aggarwal. 2009. “Study and Comparison of Various Image Edge Detection Techniques.” International Journal of Image Processing (IJIP) 3 (1): 1–11.
  • Majumdar, T. J., and B. B. Bhattacharya. 1988. “Application of the Haar Transform for Extraction of Linear and Anomalous Patterns over Part of Cambay Basin, India.” International Journal of Remote Sensing 9 (12): 1937–1942.
  • Marghany, M., and M. Hashim. 2010. “Lineament Mapping Using Multispectral Remote Sensing Satellite Data.” International Journal of Physical Sciences 5 (10): 1501–1507.
  • Marpu, P. R., I. Niemeyer, S. Nussbaum, and R. Gloaguen. 2008. “A Procedure for Automatic Object-based Classification.” In Object-Based Image Analysis, edited by Blaschke T., Lang S., Hay G.J., 169–184. Springer, Berlin, Heidelberg.
  • Masoud, A., and K. Koike. 2017. “Applicability of Computer-aided Comprehensive Tool (LINDA: LINeament Detection and Analysis) and Shaded Digital Elevation Model for Characterizing and Interpreting Morphotectonic Features from Lineaments.” Computers & Geosciences 106: 89–100.
  • Meshkani, S. A., B. Mehrabi, A. Yaghubpur, and M. Sadeghi. 2013. “Recognition of the Regional Lineaments of Iran: Using Geospatial Data and Their Implications for Exploration of Metallic Ore Deposits.” Ore Geology Reviews 55: 48–63.
  • Mitchell, A. H. G., and W. S. McKerrow. 1975. “Analogous Evolution of the Burma Orogen and the Scottish Caledonides.” Geological Society of America Bulletin 86 (3): 305–315.
  • Mostafa, M. E., and A. Z. Bishta. 2005. “Significance of Lineament Patterns in Rock Unit Classification and Designation: A Pilot Study on the Gharib-Dara Area, Northern Eastern Desert, Egypt.” International Journal of Remote Sensing 26 (7): 1463–1475.
  • Mwaniki, M. W., M. S. Moeller, and G. Schellmann. 2015. “A Comparison of Landsat 8 (OLI) and Landsat 7 (ETM+) in Mapping Geology and Visualising Lineaments: A Case Study of Central Region Kenya.” International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences.
  • Nath, B., Z. Niu, S. Acharjee, and H. Qiao. 2017. “Monitoring the geodynamic behaviour of earthquake using Landsat 8-OLI time series data: case of Gorkha and Imphal„, Nat. Hazards Earth Syst. Sci. Discuss.. https://doi.org/10.5194/nhess-2017-10, 2017
  • Ni, J. F., M. Guzman-Speziale, M. Bevis, W. E. Holt, T. C. Wallace, and W. R. Seager. 1989. “Accretionary Tectonics of Burma and the Three-dimensional Geometry of the Burma Subduction Zone.” Geology 17 (1): 68–71.
  • O’leary, D. W., J. D. Friedman, and H. A. Pohn. 1976. “Lineament, Linear, Lineation: Some Proposed New Standards for Old Terms.” Geological Society of America Bulletin 87 (10): 1463–1469.
  • Pal, S. K., T. J. Majumdar, and A. K. Bhattacharya. 2006. “Extraction of Linear and Anomalous Features Using ERS SAR Data over Singhbhum Shear Zone, Jharkhand Using Fast Fourier Transform.” International Journal of Remote Sensing 27 (20): 4513–4528.
  • Pal, S. K., T. J. Majumdar, and A. K. Bhattacharya. 2007. “Usage of ERS SAR Data over the Singhbhum Shear Zone, India for Structural Mapping and Tectonic Studies.” Geocarto International 22 (4): 285–295.
  • Pour, A. B., and M. Hashim. 2015. “Integrating PALSAR and ASTER Data for Mineral Deposits Exploration in Tropical Environments: A Case Study from Central Belt, Peninsular Malaysia.” International Journal of Image and Data Fusion 6 (2): 170–188.
  • Pour, A. B., M. Hashim, C. Makoundi, and K. Zaw. 2016. “Structural Mapping of the Bentong-Raub Suture Zone Using PALSAR Remote Sensing Data, Peninsular Malaysia: Implications for Sediment-hosted/Orogenic Gold Mineral Systems Exploration.” Resource Geology 66 (4): 368–385.
  • Quegan, S., T. Le Toan, J. J. Yu, F. Ribbes, and N. Floury. 2000. “Multitemporal ERS SAR Analysis Applied to Forest Mapping.” IEEE Transactions on Geoscience and Remote Sensing 38 (2): 741–753.
  • Quegan, S., and J. J. Yu. 2001. “Filtering of Multichannel SAR Images.” IEEE Transactions on Geoscience and Remote Sensing 39 (11): 2373–2379.
  • Ramli, M. F., N. Yusof, M. K. Yusoff, H. Juahir, and H. Z. M. Shafri. 2010. “Lineament Mapping and Its Application in Landslide Hazard Assessment: A Review.” Bulletin of Engineering Geology and the Environment 69 (2): 215–233.
  • Rao, N. S. 2006. “Groundwater Potential Index in a Crystalline Terrain Using Remote Sensing Data.” Environmental Geology 50 (7): 1067–1076.
  • Saadi, N., and K. Watanabe. 2008. “Lineaments Extraction and Analysis in Eljufra Area, Libya.” Journal of Applied Remote Sensing 2 (1): 023538.
  • Sahoo, P. K., S. Kumar, and R. P. Singh. 2000. “Neotectonic Study of Ganga and Yamuna Tear Faults, NW Himalaya, Using Remote Sensing and GIS.” International Journal of Remote Sensing 21 (3): 499–518.
  • Sekandari, M., I. Masoumi, A. B. Pour, A. M. Muslim, M. S. Hossain, and A. Misra. 2020. “ASTER and WorldView-3 Satellite Data for Mapping Lithology and Alteration Minerals Associated with Pb-Zn Mineralization.” Geocarto International 1–31. DOI:10.1080/10106049.2020.1790676
  • Sheikhrahimi, A., A. B. Pour, B. Pradhan, and B. Zoheir. 2019. “Mapping Hydrothermal Alteration Zones and Lineaments Associated with Orogenic Gold Mineralization Using ASTER Data: A Case Study from the Sanandaj-Sirjan Zone, Iran.” Advances in Space Research 63 (10): 3315–3332.
  • Shevyrev, S. 2018. “LEFA (Lineament Extraction Fracture Analysis) V. 1.0 Analytical GUI Remote Sensing Software for Mathworks MatlabTM Environment.”.
  • Singh, P., J. K. Thakur, and S. Kumar. 2013. “Delineating Groundwater Potential Zones in a Hard-rock Terrain Using Geospatial Tool.” Hydrological Sciences Journal 58 (1): 213–223.
  • Singh, R. K., S. Ibotombi, and E. Ranjitkumar Singh. 2007. “Tectonic Implications of Minor Folds of the Imphal Valley in the Indo-Myanmar Ranges.” Bulletin of Pure and Applied Sciences. 26F ((No. 1–2)): 38.
  • Singh, S. S. 2013. “Crustal Deformation along the Manipur Hills Segment of Indo Myanmar Ranges of the Northeast India.” International Journal of Engineering Science Invention 2 (2): 79–84.
  • Singhroy, V., R. Slaney, P. Lowman, J. Harris, and W. Moon. 1993. “RADARSAT and Radar Geology in Canada.” Canadian Journal of Remote Sensing 19 (4): 338–351.
  • Small, D. 2011. “Flattening Gamma: Radiometric Terrain Correction for SAR Imagery.” IEEE Transactions on Geoscience and Remote Sensing 49 (8): 3081–3093.
  • Soibam, I. 1998. “On the Geology of Manipur.” Proceedings of 9th Manipur science congress, Imphal, 12–19.
  • Soliman, A., and L. Han. 2019. “Effects of Vertical Accuracy of Digital Elevation Model (DEM) Data on Automatic Lineaments Extraction from Shaded DEM.” Advances in Space Research 64 (3): 603-622.
  • Tapponnier, P., X. Zhiqin, F. Roger, B. Meyer, N. Arnaud, G. Wittlinger, and Y. Jingsui. 2001. “Oblique Stepwise Rise and Growth of the Tibet Plateau.” science 294 (5547): 1671–1677.
  • Thannoun, R. G. 2013. “Automatic Extraction and Geospatial Analysis of Lineaments and Their Tectonic Significance in Some Areas of Northern Iraq Using Remote Sensing Techniques and GIS.” International Journal Of Enhanced Research In Science Technology & Engineering Bulletin 2 (2): 1-11.
  • Trouvé, E., Y. Chambenoit, N. Classeau, and P. Bolon. 2003. “Statistical and Operational Performance Assessment of Multitemporal SAR Image Filtering.” IEEE Transactions on Geoscience and Remote Sensing 41 (11): 2519–2530.
  • Vassilas, N., S. Perantonis, E. Charou, T. Tsenoglou, M. Stefouli, and S. Varoufakis. 2002. “Delineation of Lineaments from Satellite Data Based on Efficient Neural Network and Pattern Recognition Techniques.” Proc. Second Hellenic Conference on AI, 355–365. Citeseer.
  • Virdi, N. S., G. Philip, and S. Bhattacharya. 2006. “Neotectonic Activity in the Markanda and Bata River Basins, Himachal Pradesh, NW Himalaya: A Morphotectonic Approach.” International Journal of Remote Sensing 27 (10): 2093–2099.
  • Wang, J., and P. J. Howarth. 1990. “Use of the Hough Transform in Automated Lineament.” IEEE Transactions on Geoscience and Remote Sensing 28 (4): 561–567.
  • Wang, Y., K. Sieh, S. T. Tun, K.-Y. Lai, and T. Myint. 2014. “Active Tectonics and Earthquake Potential of the Myanmar Region.” Journal of Geophysical Research: Solid Earth 119 (4): 3767–3822.
  • Wladis, D. 1999. “Automatic Lineament Detection Using Digital Elevation Models with Second Derivative Filters.” Photogrammetric Engineering and Remote Sensing 65: 453–458.
  • Yamaguchi, Y. 1985. “Image-scale and Look-direction Effects on the Detectability of Lineaments in Radar Images.” Remote Sensing of Environment 17 (2): 117–127.
  • Yeomans, C. M., M. Middleton, R. K. Shail, S. Grebby, and P. A. J. Lusty. 2019. “Integrated Object-Based Image Analysis for Semi-automated Geological Lineament Detection in Southwest England.” Computers & Geosciences 123: 137–148.
  • Zoheir, B., M. A. El-Wahed, A. B. Pour, and A. Abdelnasser. 2019. “Orogenic Gold in Transpression and Transtension Zones: Field and Remote Sensing Studies of the Barramiya–mueilha Sector, Egypt.” Remote Sensing 11 (18): 2122.

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