A comparison of information value and logistic regression models in landslide susceptibility mapping by using GIS
暂无分享,去创建一个
Xiuping Jia | Ruiqing Niu | Tao Chen | R. Niu | X. Jia | Tao Chen
[1] C. Gokceoglu,et al. GIS-based landslide susceptibility mapping with probabilistic likelihood ratio and spatial multi-criteria evaluation models (North of Tehran, Iran) , 2014, Arabian Journal of Geosciences.
[2] Xueling Wu,et al. Landslide susceptibility mapping based on rough set theory and support vector machines: A case of the Three Gorges area, China , 2014 .
[3] Pinggen Zhou,et al. GIS-Based and Data-Driven Bivariate Landslide-Susceptibility Mapping in the Three Gorges Area, China , 2009 .
[4] V. Doyuran,et al. A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate , 2004 .
[5] Florimond De Smedt,et al. Evaluation and comparison of GIS based landslide susceptibility mapping procedures in Kulekhani watershed, Nepal , 2013, Journal of the Geological Society of India.
[6] Biswajeet Pradhan,et al. A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS , 2013, Comput. Geosci..
[7] Shraban Sarkar,et al. Landslide susceptibility assessment using Information Value Method in parts of the Darjeeling Himalayas , 2013, Journal of the Geological Society of India.
[8] D. Rozos,et al. Application of the revised universal soil loss equation model on landslide prevention. An example from N. Euboea (Evia) Island, Greece , 2013, Environmental Earth Sciences.
[9] H. Shahabi,et al. Landslide susceptibility mapping at central Zab basin, Iran: a comparison between analytical hierarchy process, frequency ratio and logistic regression models , 2014 .
[10] H. A. Nefeslioglu,et al. Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey , 2006 .
[11] Remko Uijlenhoet,et al. Soil moisture storage and hillslope stability , 2008 .
[12] A. Jeyaram,et al. Probabilistic Techniques, GIS and Remote Sensing in Landslide Hazard Mitigation: A Case Study from Sikkim Himalayas, India , 2005 .
[13] Assessment of regional crustal stability and its application to engineering geology in China , 1995 .
[14] B. Pradhan. Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches , 2010 .
[15] D. Rozos,et al. Comparison of the implementation of rock engineering system and analytic hierarchy process methods, upon landslide susceptibility mapping, using GIS: a case study from the Eastern Achaia County of Peloponnesus, Greece , 2011 .
[16] K. Balasubramani,et al. Application of geospatial technology and information value technique in landslide hazard zonation mapping: A case study of Giri Valley, Himachal Pradesh , 2013 .
[17] A. Brenning. Spatial prediction models for landslide hazards: review, comparison and evaluation , 2005 .
[18] B. Pradhan,et al. Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models , 2010 .
[20] Saro Lee,et al. Probabilistic landslide hazard mapping using GIS and remote sensing data at Boun, Korea , 2004 .
[21] Georgios Aim. Skianis,et al. Assessment of rural community and agricultural development using geomorphological–geological factors and GIS in the Trikala prefecture (Central Greece) , 2013, Stochastic Environmental Research and Risk Assessment.
[22] Mikhail F. Kanevski,et al. Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China , 2008, 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery.
[23] L. Ayalew,et al. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan , 2005 .
[24] John P. Wilson,et al. Terrain analysis : principles and applications , 2000 .
[25] Norbert H. Maerz,et al. Overview of some geological hazards in the Saudi Arabia , 2013, Environmental Earth Sciences.
[26] H. A. Nefeslioglu,et al. Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Eastern Black Sea region of Turkey) , 2008 .
[27] Manfred F. Buchroithner,et al. Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model , 2011 .
[28] Saro Lee,et al. GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea , 2011 .
[29] Bo Du,et al. Landslide spatial susceptibility mapping by using GIS and remote sensing techniques: a case study in Zigui County, the Three Georges reservoir, China , 2015, Environmental Earth Sciences.
[30] 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.
[31] Guo Dong,et al. The landslides in the Three Gorges Reservoir Region, China and the effects of water storage and rain on their stability , 2008 .
[32] Saro Lee,et al. Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data , 2005 .
[33] Jing-Wen Chen,et al. The Application of Remote Sensing Technology to the Interpretation of Land Use for Rainfall-Induced Landslides Based on Genetic Algorithms and Artificial Neural Networks , 2009, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[34] K. Yin,et al. Statistical prediction model for slope instability of metamorphosed rocks , 1988 .
[35] Philippa J. Mason,et al. Landslide hazard assessment in the Three Gorges area of the Yangtze river using ASTER imagery: Zigui–Badong , 2004 .
[36] G. Madhu,et al. Using InfoVal method and GIS techniques for the spatial modelling of landslide susceptibility in the upper catchment of river Meenachil in Kerala , 2009 .
[37] Andrea G. Fabbri,et al. Validation of Spatial Prediction Models for Landslide Hazard Mapping , 2003 .
[38] Ling Shi,et al. Zonation of the landslide hazards in the forereservoir region of the Three Gorges Project on the Yangtze River , 2001 .
[39] P. Reichenbach,et al. Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy , 1999 .
[40] Vahid Nourani,et al. Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models , 2014, Natural Hazards.
[41] T. Topal,et al. GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey) , 2003 .
[42] D. Kalivas,et al. Mapas de susceptibilidad de deslizamientos basados en GIS aplicados a la planificación natural y urbanística en Trikala, Grecia Central , 2009 .
[43] Saro Lee,et al. Statistical analysis of landslide susceptibility at Yongin, Korea , 2001 .
[44] A. Akgun,et al. Landslide susceptibility mapping for Ayvalik (Western Turkey) and its vicinity by multicriteria decision analysis , 2010 .
[45] Jianguo Liu,et al. Landslide hazard assessment in the Three Gorges area, China, using ASTER imagery: Wushan–Badong , 2007 .
[46] B. Pradhan,et al. Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran , 2013, Arabian Journal of Geosciences.
[47] B. Pradhan,et al. Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya , 2014, Arabian Journal of Geosciences.
[48] Kyriaki Papadopoulou-Vrynioti,et al. Karst collapse susceptibility mapping considering peak ground acceleration in a rapidly growing urban area , 2013 .
[49] Sijing Wang,et al. Characteristics of rapid giant landslides in China , 2004 .
[50] Shengwu Qin,et al. Geo-hazard Initiation and Assessment in the Three Gorges Reservoir , 2009 .
[51] N. Intarawichian,et al. Frequency ratio model based landslide susceptibility mapping in lower Mae Chaem watershed, Northern Thailand , 2011 .
[52] S. Bai,et al. GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China , 2010 .
[53] C. F. Lee,et al. Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong , 2001 .
[54] R. Niu,et al. Assessment of spatial distribution of soil loss over the upper basin of Miyun reservoir in China based on RS and GIS techniques , 2011, Environmental monitoring and assessment.
[55] J A Swets,et al. Measuring the accuracy of diagnostic systems. , 1988, Science.
[56] David W. Hosmer,et al. Applied Logistic Regression , 1991 .
[57] Karen Fontijn,et al. Landslide susceptibility assessment in Limbe (SW Cameroon): A field calibrated seed cell and information value method , 2012 .
[58] Thomas Glade,et al. Landslide occurrence as a response to land use change: a review of evidence from New Zealand , 2003 .
[59] Ling Shi,et al. Investigations and assessment of the landslide hazards of Fengdu county in the reservoir region of the Three Gorges project on the Yangtze River , 2004 .
[60] B. Pradhan,et al. Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models , 2007 .
[61] Bo Du,et al. Regional soil erosion risk mapping using RUSLE, GIS, and remote sensing: a case study in Miyun Watershed, North China , 2011 .
[62] Kalliopi Gaki-Papanastassiou,et al. Potential suitability for urban planning and industry development using natural hazard maps and geological–geomorphological parameters , 2012, Environmental Earth Sciences.
[63] P. Atkinson,et al. Generalised linear modelling of susceptibility to landsliding in the Central Apennines, Italy , 1998 .
[64] Ross K. Meentemeyer,et al. Automated mapping of conformity between topographic and geological surfaces , 2000 .
[65] A. Ozdemir,et al. A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey , 2013 .
[66] E. Yesilnacar,et al. Landslide susceptibility mapping : A comparison of logistic regression and neural networks methods in a medium scale study, Hendek Region (Turkey) , 2005 .
[67] E. E. Brabb,et al. The world landslide problem , 1991 .
[68] B. Pradhan,et al. Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey) , 2012, Environmental Monitoring and Assessment.
[69] Shiyou Xie,et al. Geomorphic evolution of the Yangtze Gorges and the time of their formation , 2001 .