PS-InSAR-Based Validated Landslide Susceptibility Mapping along Karakorum Highway, Pakistan
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Title
PS-InSAR-Based Validated Landslide Susceptibility Mapping along Karakorum Highway, Pakistan
Authors
Keywords
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Journal
Remote Sensing
Volume 13, Issue 20, Pages 4129
Publisher
MDPI AG
Online
2021-10-18
DOI
10.3390/rs13204129
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Note: Only part of the references are listed.- Optimized landslide susceptibility mapping and modelling using PS-InSAR technique: a case study of Chitral valley, Northern Pakistan
- (2021) Sajid Hussain et al. Geocarto International
- Landslide susceptibility mapping along the China Pakistan Economic Corridor (CPEC) route using multi-criteria decision-making method
- (2021) Ahsen Maqsoom et al. Modeling Earth Systems and Environment
- Multi-geohazards susceptibility mapping based on machine learning—a case study in Jiuzhaigou, China
- (2020) Juan Cao et al. NATURAL HAZARDS
- Landslide Mapping and Monitoring Using Persistent Scatterer Interferometry (PSI) Technique in the French Alps
- (2020) Gokhan Aslan et al. Remote Sensing
- Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
- (2020) Abdelaziz Merghadi et al. EARTH-SCIENCE REVIEWS
- Landslide susceptibility analysis of Karakoram highway using analytical hierarchy process and scoops 3D
- (2020) Barira Rashid et al. Journal of Mountain Science
- Analysis of Landslide Movements Using Interferometric Synthetic Aperture Radar: A Case Study in Hunza-Nagar Valley, Pakistan
- (2020) Mohib Ur Rehman et al. Remote Sensing
- Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping
- (2020) Emrehan Kutlug Sahin Geocarto International
- Application of Machine Learning to Debris Flow Susceptibility Mapping along the China–Pakistan Karakoram Highway
- (2020) Feng Qing et al. Remote Sensing
- Rainfall-Induced Shallow Landslide Susceptibility Mapping at Two Adjacent Catchments Using Advanced Machine Learning Algorithms
- (2020) Ananta Man Singh Pradhan et al. ISPRS International Journal of Geo-Information
- Landslide Susceptibility Mapping Based on Random Forest and Boosted Regression Tree Models, and a Comparison of Their Performance
- (2019) Soyoung Park et al. Applied Sciences-Basel
- Landslide Susceptibility Mapping of Karakorum Highway Combined with the Application of SBAS-InSAR Technology
- (2019) Fumeng Zhao et al. SENSORS
- Landslide Susceptibility Mapping Using Different GIS-Based Bivariate Models
- (2019) Nohani et al. Water
- Multi-hazard probability assessment and mapping in Iran
- (2019) Hamid Reza Pourghasemi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Debris Flow Susceptibility Mapping Using Machine-Learning Techniques in Shigatse Area, China
- (2019) Yonghong Zhang et al. Remote Sensing
- How do machine learning techniques help in increasing accuracy of landslide susceptibility maps?
- (2019) Yacine Achour et al. Geoscience Frontiers
- GIS-based landslide susceptibility mapping for a part of the North Anatolian Fault Zone between Reşadiye and Koyulhisar (Turkey)
- (2019) Gökhan Demir CATENA
- A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, India
- (2019) Jagabandhu Roy et al. Remote Sensing
- Prediction of the landslide susceptibility: Which algorithm, which precision?
- (2018) Hamid Reza Pourghasemi et al. CATENA
- Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia
- (2018) Aril Aditian et al. GEOMORPHOLOGY
- Landslide inventory and susceptibility modelling using geospatial tools, in Hunza-Nagar valley, northern Pakistan
- (2018) Alam Sher Bacha et al. Journal of Mountain Science
- GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique
- (2018) Alireza Arabameri et al. Environmental Earth Sciences
- Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China)
- (2018) Yingxu Song et al. ISPRS International Journal of Geo-Information
- A novel hybrid approach for landslide susceptibility mapping integrating analytical hierarchy process and normalized frequency ratio methods with the cloud model
- (2018) Fei Yan et al. GEOMORPHOLOGY
- A comparative study of landslide susceptibility mapping using weight of evidence, logistic regression and support vector machine and evaluated by SBAS-InSAR monitoring: Zhouqu to Wudu segment in Bailong River Basin, China
- (2017) Zhengtuan Xie et al. Environmental Earth Sciences
- Rock fall susceptibility assessment along a mountainous road: an evaluation of bivariate statistic, analytical hierarchy process and frequency ratio
- (2017) Ataollah Shirzadi et al. Environmental Earth Sciences
- Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques
- (2017) Wei Chen et al. GEOMORPHOLOGY
- Landslide initiation and runout susceptibility modeling in the context of hill cutting and rapid urbanization: a combined approach of weights of evidence and spatial multi-criteria
- (2017) Md. Shahinoor Rahman et al. Journal of Mountain Science
- Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea
- (2017) Jeong-Cheol Kim et al. Geocarto International
- Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)
- (2017) Bahareh Kalantar et al. Geomatics Natural Hazards & Risk
- Landslide susceptibility mapping using GIS and weighted overlay method: a case study from NW Himalayas, Pakistan
- (2016) Muhammad Basharat et al. Arabian Journal of Geosciences
- Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran)
- (2016) Iman Nasiri Aghdam et al. Environmental Earth Sciences
- Effect of raster resolution and polygon-conversion algorithm on landslide susceptibility mapping
- (2016) E. Arnone et al. ENVIRONMENTAL MODELLING & SOFTWARE
- A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)
- (2016) Binh Thai Pham et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression
- (2016) Ismail Colkesen et al. JOURNAL OF AFRICAN EARTH SCIENCES
- Landslide susceptibility mapping using analytical hierarchy process (AHP) in Tehri reservoir rim region, Uttarakhand
- (2016) Rohan Kumar et al. JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA
- A new hybrid model using step-wise weight assessment ratio analysis (SWARA) technique and adaptive neuro-fuzzy inference system (ANFIS) for regional landslide hazard assessment in Iran
- (2015) Alireza Dehnavi et al. CATENA
- Landslide deformation monitoring with ALOS/PALSAR imagery: A D-InSAR geomorphological interpretation method
- (2015) Romy Schlögel et al. GEOMORPHOLOGY
- Comparison of Logistic Regression and Random Forests techniques for shallow landslide susceptibility assessment in Giampilieri (NE Sicily, Italy)
- (2015) Alessandro Trigila et al. GEOMORPHOLOGY
- Assessment of susceptibility to earth-flow landslide using logistic regression and multivariate adaptive regression splines: A case of the Belice River basin (western Sicily, Italy)
- (2015) Christian Conoscenti et al. GEOMORPHOLOGY
- Landslide susceptibility zonation in part of Tehri reservoir region using frequency ratio, fuzzy logic and GIS
- (2015) Rohan Kumar et al. Journal of Earth System Science
- Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
- (2015) Ahmed Mohamed Youssef et al. Landslides
- Landslide susceptibility modeling assisted by Persistent Scatterers Interferometry (PSI): an example from the northwestern coast of Malta
- (2015) Daniela Piacentini et al. NATURAL HAZARDS
- Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods
- (2015) Binh Thai Pham et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Application of analytical hierarchy process, frequency ratio, and certainty factor models for groundwater potential mapping using GIS
- (2015) Yousef Razandi et al. Earth Science Informatics
- Using maximum entropy modeling for landslide susceptibility mapping with multiple geoenvironmental data sets
- (2014) No-Wook Park Environmental Earth Sciences
- GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran
- (2014) A. Jaafari et al. International Journal of Environmental Science and Technology
- The contribution of PSInSAR interferometry to landslide hazard in weak rock-dominated areas
- (2014) S. C. Oliveira et al. Landslides
- A regional level preliminary landslide susceptibility study of the upper Indus river basin
- (2014) M. Farooq Ahmed et al. European Journal of Remote Sensing
- Remote Sensing for Landslide Investigations: An Overview of Recent Achievements and Perspectives
- (2014) Marco Scaioni et al. Remote Sensing
- Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya
- (2013) Amar Deep Regmi et al. Arabian Journal of Geosciences
- Landslide susceptibility assessment using object mapping units, decision tree, and support vector machine models in the Three Gorges of China
- (2013) Xueling Wu et al. Environmental Earth Sciences
- Generation of Advanced ERS and Envisat Interferometric SAR Products Using the Stable Point Network Technique
- (2013) Michele Crosetto et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- A new appraisal of the Ancona landslide based on geotechnical investigations and stability modelling
- (2013) Andrea Agostini et al. QUARTERLY JOURNAL OF ENGINEERING GEOLOGY AND HYDROGEOLOGY
- First steps towards a landslide inventory map of the Central Karakoram National Park
- (2013) Chiara Calligaris et al. European Journal of Remote Sensing
- How can statistical models help to determine driving factors of landslides?
- (2012) Peter Vorpahl et al. ECOLOGICAL MODELLING
- Design and implementation of a landslide early warning system
- (2012) Emanuele Intrieri et al. ENGINEERING GEOLOGY
- Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea
- (2012) Soyoung Park et al. Environmental Earth Sciences
- Debris-flow hazards on tributary junction fans, Chitral, Hindu Kush Range, northern Pakistan
- (2012) M. Asif Khan et al. JOURNAL OF ASIAN EARTH SCIENCES
- Landslide hazard mapping using GIS and weight of evidence model in Qingshui River watershed of 2008 Wenchuan earthquake struck region
- (2012) Chong Xu et al. Journal of Earth Science
- Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study
- (2012) Ángel M. Felicísimo et al. Landslides
- Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models
- (2012) Dieu Tien Bui et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Landslide hazard and risk assessment: a case study from the Hlohovec–Sered’ landslide area in south-west Slovakia
- (2012) Martin Bednarik et al. NATURAL HAZARDS
- 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) Krishna Chandra Devkota et al. NATURAL HAZARDS
- Object-Oriented Change Detection for Landslide Rapid Mapping
- (2011) Ping Lu et al. IEEE Geoscience and Remote Sensing Letters
- A New Algorithm for Processing Interferometric Data-Stacks: SqueeSAR
- (2011) Alessandro Ferretti et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Updating landslide inventory maps using Persistent Scatterer Interferometry (PSI)
- (2011) Gaia Righini et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Classification and regression trees
- (2011) Wei-Yin Loh Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Analysis with C- and X-band satellite SAR data of the Portalet landslide area
- (2010) Gerardo Herrera et al. Landslides
- Optimal landslide susceptibility zonation based on multiple forecasts
- (2009) Mauro Rossi et al. GEOMORPHOLOGY
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