A Data-Driven Approach to Landslide-Susceptibility Mapping in Mountainous Terrain: Case Study from the Northwest Himalayas, Pakistan
暂无分享,去创建一个
Muhammad Basharat | Muhammad Shafique | Muhammad Shafique | M. Basharat | Nasir Hameed | Muhammad Tayyib Riaz | Nasir Hameed | Jin Luo | M. Riaz | Jin Luo
[1] H. A. Nefeslioglu,et al. An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps , 2008 .
[2] A. Nonomura,et al. GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping , 2008 .
[3] Yannick Thiery,et al. Application of expert rules in indirect approaches for landslide susceptibility assessment , 2014, Landslides.
[4] S. Mohanty,et al. Geodynamic Implications for the 8 October 2005 North Pakistan Earthquake , 2009 .
[5] José Moya,et al. Validation and evaluation of two multivariate statistical models for predictive shallow landslide susceptibility mapping of the Eastern Pyrenees (Spain) , 2010 .
[6] B. Pradhan,et al. Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya , 2012, Natural Hazards.
[7] Muhammad Shafique,et al. A review of the 2005 Kashmir earthquake-induced landslides; from a remote sensing prospective , 2016 .
[8] S. Reis,et al. A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics , 2011 .
[9] Rajat Gupta,et al. Landslide hazard zoning using the GIS approach—A case study from the Ramganga catchment, Himalayas , 1990 .
[10] Saro Lee,et al. Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data , 2005 .
[11] L. Ayalew,et al. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan , 2005 .
[12] Netra R. Regmi,et al. Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA , 2010 .
[13] M. Arora,et al. Landslide susceptibility zonation of the Chamoli region, Garhwal Himalayas, using logistic regression model , 2010 .
[14] J. Malet,et al. Landslide susceptibility assessment by bivariate methods at large scales: Application to a complex mountainous environment , 2007 .
[15] C. Gokceoğlu,et al. Assessment of landslide susceptibility for a landslide-prone area (north of Yenice, NW Turkey) by fuzzy approach , 2002 .
[16] Pascal Peduzzi,et al. Landslides and vegetation cover in the 2005 North Pakistan earthquake: a GIS and statistical quantitative approach , 2010 .
[17] Saro Lee,et al. Landslide detection and susceptibility mapping in the Sagimakri area, Korea using KOMPSAT-1 and weight of evidence technique , 2013, Environmental Earth Sciences.
[18] J. Rohn,et al. Spatial distribution analysis of mass movements triggered by the 2005 Kashmir earthquake in the Northeast Himalayas of Pakistan , 2014 .
[19] D. Petley,et al. The Hattian Bala rock avalanche and associated landslides triggered by the Kashmir Earthquake of 8 October 2005 , 2007 .
[20] Tamer Topal,et al. GIS-based landslide susceptibility mapping using bivariate statistical analysis in Devrek (Zonguldak-Turkey) , 2012, Environmental Earth Sciences.
[21] K. Krishnakumar,et al. Shallow landslide initiation susceptibility mapping by GIS-based weights-of-evidence analysis of multi-class spatial data-sets: a case study from the natural sloping terrain of Western Ghats, India , 2014 .
[22] P. Reichenbach,et al. Probabilistic landslide hazard assessment at the basin scale , 2005 .
[23] D. Weed. Weight of Evidence: A Review of Concept and Methods , 2005, Risk analysis : an official publication of the Society for Risk Analysis.
[24] Saro Lee,et al. Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system , 2011 .
[25] Lewis A. Owen,et al. GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region , 2008 .
[26] A. A. Awan,et al. Statistical landslide susceptibility assessment of the Mansehra and Torghar districts, Khyber Pakhtunkhwa Province, Pakistan , 2017, Natural Hazards.
[27] N. L. Johnson,et al. Continuous Multivariate Distributions: Models and Applications , 2005 .
[28] W. Frisch,et al. Structural interpretation and geo-hazard assessment of a locking line: 2005 Kashmir earthquake, western Himalayas , 2015, Environmental Earth Sciences.
[29] A. Shakoor,et al. A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses , 2010 .
[30] S. L. Kuriakose,et al. Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview , 2008 .
[31] P. Magliulo,et al. Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy , 2008 .
[32] M. Terlien,et al. Prediction of the occurrence of slope instability phenomenal through GIS-based hazard zonation , 1997 .
[33] W. Z. Savage,et al. Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning , 2008 .
[34] M. S. Guettouche,et al. GIS-based landslide susceptibility zonation using bivariate statistical and expert approaches in the city of Constantine (Northeast Algeria) , 2015, Bulletin of Engineering Geology and the Environment.
[35] Murat Ercanoglu,et al. Application of logistic regression and fuzzy operators to landslide susceptibility assessment in Azdavay (Kastamonu, Turkey) , 2011 .
[36] Saro Lee,et al. Statistical analysis of landslide susceptibility at Yongin, Korea , 2001 .
[37] Mark A. Bauer,et al. Landslides triggered by the 8 October 2005 Kashmir earthquake , 2008 .
[38] Ming-Lang Lin,et al. Statistical approach to earthquake-induced landslide susceptibility , 2008 .
[39] J. Rohn,et al. Effects of volume on travel distance of mass movements triggered by the 2005 Kashmir earthquake, in the Northeast Himalayas of Pakistan , 2015, Natural Hazards.
[40] J. Rohn,et al. Lithological and structural control of Hattian Bala rock avalanche triggered by the Kashmir earthquake 2005, sub-Himalayas, northern Pakistan , 2012, Journal of Earth Science.
[41] K. Vinod Kumar,et al. Mapping damage in the Jammu and Kashmir caused by 8 October 2005 Mw 7.3 earthquake from the Cartosat–1 and Resourcesat–1 imagery , 2006 .
[42] D. Jackson,et al. A note on early earthquakes in northern India and southern Tibet , 2003 .
[43] Shahina Tariq,et al. Analysis of Landslides Triggered by October 2005, Kashmir Earthquake , 2015, PLOS Currents.
[44] P. Aleotti,et al. Landslide hazard assessment: summary review and new perspectives , 1999 .
[45] Emmanuel John M. Carranza,et al. Objective selection of suitable unit cell size in data-driven modeling of mineral prospectivity , 2009, Comput. Geosci..
[46] M. Basharat,et al. Landslide susceptibility mapping using GIS and weighted overlay method: a case study from NW Himalayas, Pakistan , 2016, Arabian Journal of Geosciences.
[47] C. Westen,et al. Distribution pattern of earthquake-induced landslides triggered by the 12 May 2008 Wenchuan earthquake , 2010 .
[48] Sebastien Leprince,et al. The 2005, Mw 7.6 Kashmir earthquake: Sub-pixel correlation of ASTER images and seismic waveforms analysis , 2006 .
[49] D. J. Spiegelhalter,et al. Statistical and Knowledge‐Based Approaches to Clinical Decision‐Support Systems, with an Application in Gastroenterology , 1984 .
[50] Candan Gokceoglu,et al. The 17 March 2005 Kuzulu landslide (Sivas, Turkey) and landslide-susceptibility map of its near vicinity , 2005 .
[51] Satoshi Fujiwara,et al. Interpretation of landslide distribution triggered by the 2005 Northern Pakistan earthquake using SPOT 5 imagery , 2007 .
[52] Manjeet Singh,et al. Design and development of instrumentation network for landslide monitoring and issue an early warning , 2008 .
[53] L. Ayalew,et al. Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan , 2004 .
[54] I. Yilmaz. Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine , 2010 .
[55] A. Yalçın. GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): Comparisons of results and confirmations , 2008 .
[56] Mark van der Meijde,et al. Spatiotemporal landslide detection for the 2005 Kashmir earthquake region. , 2010 .
[57] Chang-Jo Chung,et al. On Blind Tests and Spatial Prediction Models , 2008 .
[58] Saro Lee,et al. Landslide susceptibility mapping using GIS and the weight-of-evidence model , 2004, Int. J. Geogr. Inf. Sci..
[59] G. Madhu,et al. Estimating potential landslide sites of an upland sub-watershed in Western Ghat’s of Kerala (India) through frequency ratio and GIS , 2008 .
[60] C. F. Lee,et al. Terrain-based mapping of landslide susceptibility using a geographical information system: a case study , 2001 .
[61] Hiroyuki Tsutsumi,et al. Surface Rupture of the 2005 Kashmir, Pakistan, Earthquake and Its Active Tectonic Implications , 2006 .
[62] Alessandro Corsini,et al. Comparing predictive capability of statistical and deterministic methods for landslide susceptibility mapping: a case study in the northern Apennines (Reggio Emilia Province, Italy) , 2010 .