Integrated use of GIS and remote sensing for monitoring landslides in transportation pavements: the case study of Paphos area in Cyprus

被引:43
作者
Alexakis, D. D. [1 ]
Agapiou, A. [1 ]
Tzouvaras, M. [1 ]
Themistocleous, K. [1 ]
Neocleous, K. [1 ]
Michaelides, S. [2 ]
Hadjimitsis, D. G. [1 ]
机构
[1] Cyprus Univ Technol, Dept Civil Engn & Geomat, Remote Sensing & Geoenvironm Lab, Limassol, Cyprus
[2] Meteorol Serv Cyprus, Nicosia, Cyprus
关键词
Landslides; Transportation; GIS; Remote sensing; HAZARD ASSESSMENT; LAND-COVER; ZONATION; IMAGERY; GROWTH; VALLEY; BASIN;
D O I
10.1007/s11069-013-0770-3
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This study considers the impact of landslides on transportation pavements in rural road network of Cyprus using remote sensing and geographical information system (GIS) techniques. Landslides are considered to be one of the most extreme natural hazards worldwide, causing both human losses and severe damages to the transportation network. Risk assessment for monitoring a road network is based on the combination of the probability of landslides occurrence and the extent and severity of the resultant consequences should the disasters (landslides) occur. Factors that can trigger landslide episodes include proximity to active faults, geological formations, fracture zones, degree and high curvature of slopes, water conditions, etc. In this study, the reliability and vulnerability of a rural network are examined. Initially, landslide locations were identified from the interpretation of satellite images. Different geomorphological factors such as aspect, slope, distance from the watershed, lithology, distance from lineaments, topographic curvature, land use and vegetation regime derived from satellite images were selected and incorporated in GIS environment in order to develop a decision support and continuous landslide monitoring system of the area. These parameters were then used in the final landslide hazard assessment model based on the analytic hierarchy process method. The results indicated good correlation between classified high-hazard areas and field-confirmed slope failures. The CA Markov model was also used to predict the landslide hazard zonation map for 2020 and the possible future hazards for transportation pavements. The proposed methodology can be used for areas with similar physiographic conditions all over the Eastern Mediterranean region.
引用
收藏
页码:119 / 141
页数:23
相关论文
共 46 条
[1]   The Importance of Accounting for Atmospheric Effects in the Application of NDVI and Interpretation of Satellite Imagery Supporting Archaeological Research: The Case Studies of Palaepaphos and Nea Paphos Sites in Cyprus [J].
Agapiou, Athos ;
Hadjimitsis, Diofantos G. ;
Papoutsa, Christiana ;
Alexakis, Dimitrios D. ;
Papadavid, George .
REMOTE SENSING, 2011, 3 (12) :2605-2629
[2]   Modeling Urban Land Cover Growth Dynamics Using Multi-Temporal Satellite Images: A Case Study of Dhaka, Bangladesh [J].
Ahmed, Bayes ;
Ahmed, Raquib .
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2012, 1 (01) :3-31
[3]  
Alexakis DD, 2013, CYPRUS ATMO IN PRESS
[4]   Monitoring urban land cover using satellite remote sensing techniques and field spectroradiometric measurements: case study of "Yialias" catchment area in Cyprus [J].
Alexakis, Dimitrios D. ;
Hadjimitsis, Diofantos G. ;
Agapiou, Athos ;
Themistocleous, Kyriacos ;
Retalis, Adrianos .
JOURNAL OF APPLIED REMOTE SENSING, 2012, 6
[5]  
[Anonymous], 2009, GEOGRAPHY TRANSPORT
[6]  
[Anonymous], 2013, NATURAL HAZARDS EART, DOI DOI 10.5194/NHESSD-1-73-2013
[7]   Identification and mapping of recent rainfall-induced landslides using elevation data collected by airborne Lidar [J].
Ardizzone, F. ;
Cardinali, M. ;
Galli, M. ;
Guzzetti, F. ;
Reichenbach, P. .
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2007, 7 (06) :637-650
[8]   Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan [J].
Ayalew, Lulseged ;
Yamagishi, Hiromitsu ;
Ugawa, Norimitsu .
LANDSLIDES, 2004, 1 (01) :73-81
[9]  
Biswajeet Pradhan, 2007, [地学前缘, Earth Science Frontiers], V14, P143, DOI 10.1016/S1872-5791(08)60008-1
[10]   A GIS-based automated procedure for landslide susceptibility mapping by the Conditional Analysis method: the Baganza valley case study (Italian Northern Apennines) [J].
Clerici, Aldo ;
Perego, Susanna ;
Tellini, Claudio ;
Vescovi, Paolo .
ENVIRONMENTAL GEOLOGY, 2006, 50 (07) :941-961