Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran
Authors
Keywords
-
Journal
Remote Sensing
Volume 11, Issue 16, Pages 1943
Publisher
MDPI AG
Online
2019-08-21
DOI
10.3390/rs11161943
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Assessing flood probability for transportation infrastructure based on catchment characteristics, sediment connectivity and remotely sensed soil moisture
- (2019) Zahra Kalantari et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods
- (2019) Dieu Tien Bui et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping
- (2018) Hossein Shafizadeh-Moghadam et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Effects of hydrological events on morphological evolution of a fluvial system
- (2018) Somayeh Mirzaee et al. JOURNAL OF HYDROLOGY
- Reconstructing snow-avalanche extent using remote sensing and dendrogeomorphology in Parâng Mountains
- (2018) Flaviu Meseșan et al. COLD REGIONS SCIENCE AND TECHNOLOGY
- Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques
- (2018) Hamid Darabi et al. JOURNAL OF HYDROLOGY
- Natural Hazard Susceptibility Assessment for Road Planning Using Spatial Multi-Criteria Analysis
- (2017) Caroline S. J. Karlsson et al. ENVIRONMENTAL MANAGEMENT
- Potential rock fall source areas identification and rock fall propagation in the province of Potenza territory using an empirically distributed approach
- (2017) Lucia Losasso et al. Landslides
- A conceptual model of avalanche hazard
- (2017) Grant Statham et al. NATURAL HAZARDS
- Flood probability quantification for road infrastructure: Data-driven spatial-statistical approach and case study applications
- (2017) Zahra Kalantari et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling
- (2017) Hamid Reza Pourghasemi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework
- (2017) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Identification of Critical Flood Prone Areas in Data-Scarce and Ungauged Regions: A Comparison of Three Data Mining Models
- (2017) Omid Rahmati et al. WATER RESOURCES MANAGEMENT
- Soil water erosion on Mediterranean vineyards: A review
- (2016) Massimo Prosdocimi et al. CATENA
- A review of multi-risk methodologies for natural hazards: Consequences and challenges for a climate change impact assessment
- (2016) Valentina Gallina et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Predicting and communicating flood risk of transport infrastructure based on watershed characteristics
- (2016) Astrid Michielsen et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization
- (2016) Dieu Tien Bui et al. Landslides
- GIS-based MCDA–AHP modelling for avalanche susceptibility mapping of Nubra valley region, Indian Himalaya
- (2016) Satish Kumar et al. Geocarto International
- 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
- Flood susceptibility assessment using GIS-based support vector machine model with different kernel types
- (2015) Mahyat Shafapour Tehrany et al. CATENA
- Robust snow avalanche detection using supervised machine learning with infrasonic sensor arrays
- (2015) Thomas Thüring et al. COLD REGIONS SCIENCE AND TECHNOLOGY
- GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran
- (2015) Seyed Amir Naghibi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Integrated risk assessment of multi-hazards in China
- (2015) Yang Zhou et al. NATURAL HAZARDS
- Snow avalanche hazard assessment and risk management in northern Quebec, eastern Canada
- (2015) Daniel Germain NATURAL HAZARDS
- Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis
- (2015) Omid Rahmati et al. Geomatics Natural Hazards & Risk
- Stability analysis and supporting system design of a high-steep cut soil slope on an ancient landslide during highway construction of Tehran–Chalus
- (2012) Zuoan Wei et al. Environmental Earth Sciences
- A survey of challenges in reducing the impact of geological hazards associated with earthquakes in Iran
- (2012) Kambod Amini Hosseini et al. NATURAL HAZARDS
- A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran
- (2012) Ataollah Shirzadi et al. NATURAL HAZARDS
- Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran
- (2012) Hamid Reza Pourghasemi et al. NATURAL HAZARDS
- A trend analysis of normalized insured damage from natural disasters
- (2011) Fabian Barthel et al. CLIMATIC CHANGE
- Multi-risk interpretation of natural hazards for settlements of the Hatay province in the east Mediterranean region, Turkey using SRTM DEM
- (2011) A. C. Demirkesen Environmental Earth Sciences
- Quantitative multi-risk analysis for natural hazards: a framework for multi-risk modelling
- (2011) Jochen Schmidt et al. NATURAL HAZARDS
- Sensitivity of snow avalanche simulations to digital elevation model quality and resolution
- (2011) Yves Bühler et al. ANNALS OF GLACIOLOGY
- Estimation of soil erosion risk within a small mountainous sub-watershed in Kerala, India, using Revised Universal Soil Loss Equation (RUSLE) and geo-information technology
- (2011) V. Prasannakumar et al. Geoscience Frontiers
- Spatio-temporal reconstruction of snow avalanche activity using tree rings: Pierres Jean Jeanne avalanche talus, Massif de l'Oisans, France
- (2010) Corona Christophe et al. CATENA
- Sensitivity of a mountain basin flash flood to initial wetness condition and rainfall variability
- (2010) Efthymios I. Nikolopoulos et al. JOURNAL OF HYDROLOGY
- PFR model and GiT for landslide susceptibility mapping: a case study from Central Alborz, Iran
- (2010) Mehrnoosh Jadda et al. NATURAL HAZARDS
- Hydrological connectivity of hillslopes and streams: Characteristic time scales and nonlinearities
- (2010) Kevin J. McGuire et al. WATER RESOURCES RESEARCH
- Predictive mapping of the natural flow regimes of France
- (2009) Ton H Snelder et al. JOURNAL OF HYDROLOGY
- Resilience to natural hazards: a geographic perspective
- (2009) Hongjian Zhou et al. NATURAL HAZARDS
- Avalanche hazard mapping over large undocumented areas
- (2009) M. Barbolini et al. NATURAL HAZARDS
- Applying machine learning methods to avalanche forecasting
- (2009) A. Pozdnoukhov et al. ANNALS OF GLACIOLOGY
- A working guide to boosted regression trees
- (2008) J. Elith et al. JOURNAL OF ANIMAL ECOLOGY
- Rain-induced debris and mudflow triggering factors assessment in the Santiago cordilleran foothills, Central Chile
- (2008) Sergio A. Sepúlveda et al. NATURAL HAZARDS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started