Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model
This paper deals with landslide hazard analysis using Geographic Information System (GIS) and remote sensing data for Cameron Highland, Malaysia. Landslide locations were identified in the study area from interpretation of aerial photographs and field surveys. Topographical/geological data and satel...
| Main Authors: | Pradhan, Biswajeet, Lee, Saro, Mansor, Shattri, Buchroithner, Manfred, Jamaluddin, Normalina, Khujaimah, Zailani |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Society of Photo-Optical Instrumentation Engineers
2008
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/40342/ http://psasir.upm.edu.my/id/eprint/40342/1/Utilization%20of%20optical%20remote%20sensing%20data%20and%20geographic%20information%20system%20tools%20for%20regional%20landslide%20hazard%20analysis%20by%20using%20binomial%20logistic%20regression%20model.pdf |
Similar Items
Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model.
by: Pradhan, Biswajeet, et al.
Published: (2011)
by: Pradhan, Biswajeet, et al.
Published: (2011)
Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines
by: Haoyuan, Hong, et al.
Published: (2015)
by: Haoyuan, Hong, et al.
Published: (2015)
Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
by: Bui, Dieu Tien, et al.
Published: (2016)
by: Bui, Dieu Tien, et al.
Published: (2016)
Urban sprawl analysis of Tripoli metropolitan city (Libya) using remote sensing data and multivariate logistic regression model
by: Al-sharif, Abubakr A. A., et al.
Published: (2014)
by: Al-sharif, Abubakr A. A., et al.
Published: (2014)
Landslide risk analysis using artificial neural network model focussing on different training sites
by: Pradhan, Biswajeet, et al.
Published: (2009)
by: Pradhan, Biswajeet, et al.
Published: (2009)
Application of remote sensing techniques for prediction of landslide hazard areas in Malaysia
by: Ahmad, Samsudin, et al.
Published: (2004)
by: Ahmad, Samsudin, et al.
Published: (2004)
Landslide susceptibility mapping using decision-tree based chi-squared automatic interaction detection (CHAID) and logistic regression (LR) integration
by: Althuwaynee, Omar F., et al.
Published: (2014)
by: Althuwaynee, Omar F., et al.
Published: (2014)
On comparison between logistic regression and geographically weighted logistic regression: with application to Indonesian poverty data
by: Saefuddin, Asep, et al.
Published: (2012)
by: Saefuddin, Asep, et al.
Published: (2012)
Application of an evidential belief function model in landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2012)
by: Althuwaynee, Omar F., et al.
Published: (2012)
Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models
by: Nourani, Vahid, et al.
Published: (2014)
by: Nourani, Vahid, et al.
Published: (2014)
Development of landslide susceptibility map utilizing remote sensing and Geographic Information Systems (GIS)
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2010)
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2010)
Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia
by: Umar, Zahrul, et al.
Published: (2014)
by: Umar, Zahrul, et al.
Published: (2014)
Landslide Susceptibility Mapping Using Logistic Regression Analysis and GIS Tools
by: Fadzil, Mat Yahaya, et al.
Published: (2014)
by: Fadzil, Mat Yahaya, et al.
Published: (2014)
Open source geographical resources analysis support system (GRASS) for landslide hazard assessment
by: Ramli, Mohammad Firuz, et al.
Published: (2005)
by: Ramli, Mohammad Firuz, et al.
Published: (2005)
A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2014)
by: Althuwaynee, Omar F., et al.
Published: (2014)
Assessment and comparison of combined bivariate and AHP models with logistic regression for landslide susceptibility mapping in the Chaharmahal-e-Bakhtiari Province, Iran
by: Sangchini, Ebrahim Karimi, et al.
Published: (2016)
by: Sangchini, Ebrahim Karimi, et al.
Published: (2016)
Estimation of rainfall threshold and its use in landslide hazard mapping of Kuala Lumpur metropolitan and surrounding areas
by: Althuwaynee, Omar F., et al.
Published: (2015)
by: Althuwaynee, Omar F., et al.
Published: (2015)
A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2014)
by: Althuwaynee, Omar F., et al.
Published: (2014)
A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison
by: Althuwaynee, Omar F., et al.
Published: (2016)
by: Althuwaynee, Omar F., et al.
Published: (2016)
Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model
by: Pradhan, Biswajeet, et al.
Published: (2010)
by: Pradhan, Biswajeet, et al.
Published: (2010)
Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines
by: Hong, Haoyuan, et al.
Published: (2016)
by: Hong, Haoyuan, et al.
Published: (2016)
Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
by: Yusrina, Mhamd Azizmy
Published: (2015)
by: Yusrina, Mhamd Azizmy
Published: (2015)
Application of spaceborne synthetic aperture radar data for extraction of soil moisture and its use in hydrological modelling at Gottleuba Catchment, Saxony, Germany
by: Elbialy, Samy, et al.
Published: (2014)
by: Elbialy, Samy, et al.
Published: (2014)
Land use/land cover change analysis and its impact on soil properties in the northern part of Gadarif region, Sudan
by: Biro, Khalid, et al.
Published: (2013)
by: Biro, Khalid, et al.
Published: (2013)
Exploitation of TerraSAR-X Data for Land use/Land Cover Analysis Using Object-Oriented Classification Approach in the African Sahel Area, Sudan.
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
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.
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam.
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
Effect of Natural Hazards on Types of Landslide
by: Namdar, Abdoullah, et al.
Published: (2014)
by: Namdar, Abdoullah, et al.
Published: (2014)
Hurdle negative binomial regression model with right censored count data
by: Saffari, S., et al.
Published: (2012)
by: Saffari, S., et al.
Published: (2012)
Landslides and active faults using remote sensing and GIS techniques in Central Alborz mountains, Iran
by: Mousavi, Seyed Ramzan, et al.
Published: (2009)
by: Mousavi, Seyed Ramzan, et al.
Published: (2009)
Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area.
by: Hyun, Joo Oh, et al.
Published: (2011)
by: Hyun, Joo Oh, et al.
Published: (2011)
Statistical Analysis of Injury and Nonconformance Frequencies in Construction: Negative Binomial Regression Model
by: Love, P., et al.
Published: (2017)
by: Love, P., et al.
Published: (2017)
Parameter estimation on zero-inflated negative binomial regression with right truncated data
by: Seyed Ehsan Saffari,, et al.
Published: (2012)
by: Seyed Ehsan Saffari,, et al.
Published: (2012)
Forest Fire Hazard Rating Assessment In Peat Swamp Forest Using Integrated Remote Sensing And Geographical Information System
by: Mohd Razali, Sheriza
Published: (2007)
by: Mohd Razali, Sheriza
Published: (2007)
Evaluation of SEBAL moldel for Evapotranspiration mapping in Iraq using remote sensing and GlS
by: Jaber, Hussein Sabah, et al.
Published: (2016)
by: Jaber, Hussein Sabah, et al.
Published: (2016)
Multi remote sensing data in landslide detection and modelling
by: Jebur, Mustafa Naemah
Published: (2015)
by: Jebur, Mustafa Naemah
Published: (2015)
Assessment of snowmelt triggered landslide hazard and risk in Japan
by: Kawagoe, S., et al.
Published: (2009)
by: Kawagoe, S., et al.
Published: (2009)
Probabilistic modelling of rainfall induced landslide hazard assessment
by: Kawagoe, S., et al.
Published: (2010)
by: Kawagoe, S., et al.
Published: (2010)
Landslide Hazard Analysis Using Frequency Ratio Model
by: Jadda, Mehrnoosh
Published: (2009)
by: Jadda, Mehrnoosh
Published: (2009)
Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): a comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
by: Tien Bui, Dieu, et al.
Published: (2012)
by: Tien Bui, Dieu, et al.
Published: (2012)
Similar Items
-
Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model.
by: Pradhan, Biswajeet, et al.
Published: (2011) -
Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines
by: Haoyuan, Hong, et al.
Published: (2015) -
Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
by: Bui, Dieu Tien, et al.
Published: (2016) -
Urban sprawl analysis of Tripoli metropolitan city (Libya) using remote sensing data and multivariate logistic regression model
by: Al-sharif, Abubakr A. A., et al.
Published: (2014) -
Landslide risk analysis using artificial neural network model focussing on different training sites
by: Pradhan, Biswajeet, et al.
Published: (2009)