View or download the article (Rus)
About the Author
K. M. Lyapishev
Kuban State University Krasnodar, Russia
Russian Federation
Russian Federation
Abstract
This article is an overview of researches of landslides using remote sensing methods such as aerial photography, satellite images, radar interferometry, and their combination with the use of GIS technology. Modern methods of investigation of landslides are very diverse. The authors propose different approaches to the identification, classification and monitoring of landslides. Data analysis techniques can help in creating more sophisticated approach to the analysis of landslides.
Keywords
satellite image, landslides, remote sensing
References
- Barlow J., Martin Y., Franklin S. Detecting translational landslide scars using segmentation of Landsat ETM and DEM data in the northern Cascade Mountains, British Columbia // Canadian Journal of Remote Sensing. 2003. 29(4). P. 510–517.
- Blesius L., Weirich F. The use of high-resolution satellite imagery for deriving geotechnical parameters applied to landslide susceptibility. // In: Heipke, C., K. Jacobsen, S. Müller, and U. Sörgel (eds.): International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences Vol, XXXVIII-1-4-7/W5 International Society for Photogrammetry and Remote Sensing Hannover Workshop 2009 on High-resolution Earth Imaging for Geospatial Information. Hannover, Germany. 5–9 June 2009. 6 p.
- Cheng K., Wei C. & Chang S. Locating landslides using multi-temporal satellite images // Advances in Space Research. 2004. 33. P. 296–301.
- Delacourt C., Allemand P., Bertheir E., Raucoules D., Casson B., Grandjean P. Pambrun C., Varel E. Remote-sensing techniques for analysing landslide kinematics: a review // Bull. Soc. Geol. FR. 2007. 178(2). P. 89– 100. doi:10.2113/gssgfbull.178.2.89.
- Fernández T. Jimenez J., Fernandez P., El Hamdouni R., Cardenal F.J., Delgado J., Irigaray C., Cha-con J. Automatic Detection of Landslide Features with Remote Sensing Techniques in the betic Cordilleras (Granada, Southern Spain) // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Beijing. 2008. Vol. XXXVII. Part B8. P. 351–356.
- Guzzetti F., Mondini A.C., Cardinali M., Fiorucci F., Santangelo M., Chang K.T. () – Landslide inventory maps: New tools for an old problem // Earth-Science Reviews. 2012. 112. P. 42–66. doi: http://dx.doi.org/10.1016/j.earscirev.2012.02.001.
- Hervas J., Barredo J.I., Rosin P.L., Pasuto A., Mantovani F., Silvano S. Monitoring landslides from optical remotely sensed imagery: the case history of Tessina landslide, Italy // Geomorphology. 2003. Vol. 54. P. 63–75.
- Kimura H., Yamaguchi Y. Detection of landslide areas using satellite radar interferometry // Photo-grammetric engineering & remote sensing. March 2000. Vol. 66. №3. P. 337–344.
- Lin B.S., Leung W.Y., Chi S.Y., Lo W.C. Applying GIS and Remote Sensing to Simply Estimate Landslide Volume of Typhoon Events in a Watershed // 2011 International Conference on Fuzzy Systems and Neural Computing. 2011. P. 136–139.
- Marcelino E., Formaggio A., Maeda E. Landslide inventory using image fusion techniques in Brazil // International Journal of applied Earth observation and geoinformation. 2009. 11. P. 181–191.
- Mezughi T.H., Akhir J.M., Rafek A.G., Abdullah I. Landslide Susceptibility Assessment using Frequency Ratio Model Applied to an Area along the E-W Highway (Gerik-Jeli) // American Journal of Environmental Sciences. 2011. 7 (1). P. 43–50.
- Pradhan B. An Assessment of the use of an advanced neural network model with five different training strategies for the preparation of landslide susceptibility maps // Journal of data science. 2011. 9. P. 65–81.
- Purnomo Y., Pinem F. GIS analysis for determining of potential landslide area distribution pattern. A case study in Sumedang regency West Java Indonesia // 1st annual conference of the International society for integrated disaster risk management – IDRiM. 2010. P. 63–66.
- Rosin P.L. Unimodal thresholding // Pattern Recognition. 2001. 34 (11). P. 2083–2093.
- Rosin P.L., Hervas J., Barredo J.I. Remote sensing image thresholding for landslide motion detection // In 1st Int. Workshop on Pattern Recognition Techniques in Remote Sensing. 2000. P. 10–17.
- Safaei, M., Omar, H., Yousof, Z. M., Vahed, G. Applying Geospatial Technology to Landslide Susceptibility Assessment // Electronic Journal of Geotechnical Engineering. 2010. 15G. P. 677–696.
- Saraf A., Das J., Rawat V. Satellite Based Detection of Early Occurring and Co-seismic Landslides // J South Asia Disaster Stud (Journal of SAARC Disaster Managment Centre). 2009. 2(1). P. 47–55.
- Shabi H., Khezri S., Ahmad B. B., Allahvirdiasl H. Application of satellite images and fuzzy set theory in landslide hazard mapping in central Zab basin // Journal of applied physics. July–Aug. 2012. Vol. 1. Issue 4. P. 17–24.
- Tofani V., Segoni S., Agostini A., Catani F., Casagli N. Technical Note: Use of remote sensing for landslide studies in Europe // Nat. Hazards Earth Syst. Sci. 2013. 13. P. 299–309. doi:10.5194/nhess-13-299-2013.
- Xiaojun Yang, Liding Chen. Satellite imagery for landslide mapping in an earthquake-struck area: a preliminary study // 24th International Cartographic Conference in Santiago, Chile. 15–21 November 2009. 6p.
- http://loi.sscc.ru/gis/dataplus/arcrev/Number_17/3_Svoistva.htm.
For citation: Lyapishev K.M. OVERVIEW OF MODERN RESEARCH OF LANDSLIDES ACCORDING TO AERIAL AND SATELLITE IMAGERY. Proceedings of the International conference “InterCarto. InterGIS”. 2015;21:348–352 DOI: 10.24057/2414-9179-2015-1-21-348-352 (in Russian)