Evaluating the application of K-mean clustering in Earthquake vulnerability mapping of Istanbul, Turkey

Soil erosion susceptibility assessment using logistic regression, decision tree and random forest: study on the Mayurakshi river basin of Eastern India

(2021) Abhishek Ghosh et al.   Environmental Earth Sciences

Improvement of Earthquake Risk Awareness and Seismic Literacy of Korean Citizens through Earthquake Vulnerability Map from the 2017 Pohang Earthquake, South Korea

(2021) Ju Han et al.   Remote Sensing

Seismic Vulnerability Assessment in Ranau, Sabah, Using Two Different Models

(2021) Janatul Aziera binti Abd Razak et al.   ISPRS International Journal of Geo-Information

Innovations in earthquake risk reduction for resilience: Recent advances and challenges

(2021) Fabio Freddi et al.   International Journal of Disaster Risk Reduction

Extension of FEMA and SMUG models with Bayesian best-worst method for disaster risk reduction

(2021) Sumeyye Yanilmaz et al.   International Journal of Disaster Risk Reduction

Earthquake Vulnerability Mapping Using Different Hybrid Models

(2020) Peyman Yariyan et al.   Symmetry-Basel

Comparing characteristics of rainfall- and earthquake-triggered landslides in the Upper Minjiang catchment, China

(2020) Shibiao Bai et al.   ENGINEERING GEOLOGY

Exposure model for European seismic risk assessment

(2020) Helen Crowley et al.   EARTHQUAKE SPECTRA

Balancing Hazard Exposure and Walking Distance in Evacuation Route Planning during Earthquake Disasters

(2020) Wonjun No et al.   ISPRS International Journal of Geo-Information

Earthquake Risk Assessment for Tehran, Iran

(2020) Farnaz Kamranzad et al.   ISPRS International Journal of Geo-Information

A novel GIS-based ensemble technique for rangeland downward trend mapping as an ecological indicator change

(2020) Saleh Yousefi et al.   ECOLOGICAL INDICATORS

Fault geometry beneath the western and Central Marmara Sea, Turkey, based on ocean bottom seismographic observations: Implications for future large earthquakes

(2020) Yojiro Yamamoto et al.   TECTONOPHYSICS

Seismic Vulnerability Assessment and Mapping of Gyeongju, South Korea Using Frequency Ratio, Decision Tree, and Random Forest

(2020) Jihye Han et al.   Sustainability

Assessing landslide susceptibility using machine learning models: a comparison between ANN, ANFIS, and ANFIS-ICA

(2020) Mehdi Sadighi et al.   Environmental Earth Sciences

Post-earthquake medical evacuation system design based on hierarchical multi-objective optimization model: An earthquake case study

(2020) Kenan Liu   International Journal of Disaster Risk Reduction

Scenario-Based Risk Assessment of Earthquake Disaster Using Slope Displacement, PGA, and Population Density in the Guyuan Region, China

(2019) Jianqi Zhuang et al.   ISPRS International Journal of Geo-Information

Seismic vulnerability assessment at urban scale using data mining and GIScience technology: application to Urumqi (China)

(2019) Yaohui Liu et al.   Geomatics Natural Hazards & Risk

Seismic vulnerability assessment of urban buildings and traffic networks using fuzzy ordered weighted average

(2019) Yasaman Asadi et al.   Journal of Mountain Science

Vulnerability evaluation of urban buildings to various earthquake intensities: a case study of the municipal zone 9 of Tehran

(2019) Hossein Nazmfar et al.   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Current Challenges and Future Trends in Analytical Fragility and Vulnerability Modelling

(2019) Vitor Silva et al.   EARTHQUAKE SPECTRA

Earthquake‐induced chains of geologic hazards: patterns, mechanisms, and impacts

(2019) Xuanmei Fan et al.   REVIEWS OF GEOPHYSICS

Land Subsidence Susceptibility Mapping Using Bayesian, Functional, and Meta-Ensemble Machine Learning Models

(2019) Hyun-Joo Oh et al.   Applied Sciences-Basel

Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors

(2019) Xiangang Luo et al.   PLoS One

Investigating urban heat island intensity in Istanbul

(2019) Yurdanur S. Ünal et al.   THEORETICAL AND APPLIED CLIMATOLOGY

SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment

(2019) Saro Lee et al.   Applied Sciences-Basel

Cascading Geological Hazards and Risks of the 2018 Sulawesi Indonesia Earthquake and Sensitivity Analysis of Tsunami Inundation Simulations

(2019) Katsuichiro Goda et al.   Frontiers in Earth Science

Landslide Susceptibility Evaluation Using Hybrid Integration of Evidential Belief Function and Machine Learning Techniques

(2019) Yang Li et al.   Water

Performance of Logistic Regression and Support Vector Machines for Seismic Vulnerability Assessment and Mapping: A Case Study of the 12 September 2016 ML5.8 Gyeongju Earthquake, South Korea

(2019) Jihye Han et al.   Sustainability

Review on landslide susceptibility mapping using support vector machines

(2018) Yu Huang et al.   CATENA

The application of a Dempster–Shafer-based evidential belief function in flood susceptibility mapping and comparison with frequency ratio and logistic regression methods

(2018) Mahyat Shafapour Tehrany et al.   Environmental Earth Sciences

Comparative risk study of hydrogen and gasoline dispensers for vehicles

(2018) Makoto Hirayama et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Integration of GIS, AHP and TOPSIS for earthquake hazard analysis

(2018) Penjani Hopkins Nyimbili et al.   NATURAL HAZARDS

Vulnerability and risk of deltaic social-ecological systems exposed to multiple hazards

(2018) Michael Hagenlocher et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Hybrid Analytic Network Process and Artificial Neural Network (ANP-ANN) Model for Urban Earthquake Vulnerability Assessment

(2018) Mohsen Alizadeh et al.   Remote Sensing

Building Inventory at National scale by evaluation of seismic vulnerability classes distribution based on Census data analysis: BINC procedure

(2018) Francesco Cacace et al.   International Journal of Disaster Risk Reduction

Anticipated behavioral response patterns to an earthquake: The role of personal and household characteristics, risk perception, previous experience and preparedness

(2018) Stav Shapira et al.   International Journal of Disaster Risk Reduction

Urban Vulnerability Assessment Using AHP

(2018) Alireza Rezaei et al.   Advances in Civil Engineering

Mapping Urban Growth and Its Relation to Seismic Hazards in Istanbul

(2018) Cihan Uysal et al.   Journal of the Indian Society of Remote Sensing

A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data

(2018) Mahyat Shafapour Tehrany et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Identifying the essential flood conditioning factors for flood prone area mapping using machine learning techniques

(2018) Mahyat Shafapour Tehrany et al.   CATENA

Towards Urban Resilience: A Multi-Criteria Analysis of Seismic Vulnerability in Iasi City (Romania)

(2017) Alexandru Banica et al.   Sustainability

Vulnerability to Earthquake Hazard: Bucharest Case Study, Romania

(2017) Iuliana Armaş et al.   International Journal of Disaster Risk Science

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions

(2016) Seonyoung Park et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Seismic risk assessment and hazard mapping in Nepal

(2015) Hemchandra Chaulagain et al.   NATURAL HAZARDS

Disaster sensitive landscape planning for the coastal megacity of Istanbul

(2015) Fatma Aycim Turer Baskaya   JOURNAL OF COASTAL CONSERVATION

GIS based mapping of vulnerability to earthquake and fire hazard in Dhaka city, Bangladesh

(2015) Naima Rahman et al.   International Journal of Disaster Risk Reduction

Seismic risk assessment for mainland Portugal

(2014) Vitor Silva et al.   Bulletin of Earthquake Engineering

Post-earthquake landsliding and long-term impacts in the Wenchuan earthquake area, China

(2014) Runqiu Huang et al.   ENGINEERING GEOLOGY

Istanbul's earthquake hot spots: Geodetic constraints on strain accumulation along faults in the Marmara seismic gap

(2014) S. Ergintav et al.   GEOPHYSICAL RESEARCH LETTERS

When a hazard occurs where it is not expected: risk judgments about different regions after the Christchurch earthquakes

(2014) John McClure et al.   NATURAL HAZARDS

Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods

(2014) Ismaël Riedel et al.   NATURAL HAZARDS

An assessment of multivariate and bivariate approaches in landslide susceptibility mapping: a case study of Duzkoy district

(2014) Taskin Kavzoglu et al.   NATURAL HAZARDS

Earthquake damages to cultural heritage constructions and simplified assessment of artworks

(2013) Fulvio Parisi et al.   ENGINEERING FAILURE ANALYSIS

Landslide susceptibility mapping by binary logistic regression, analytical hierarchy process, and statistical index models and assessment of their performances

(2013) H. R. Pourghasemi et al.   NATURAL HAZARDS

Interactive approach for GIS-based earthquake scenario development and resource estimation (Karmania hazard model)

(2012) Reza Hassanzadeh et al.   COMPUTERS & GEOSCIENCES

Multi-criteria vulnerability analysis to earthquake hazard of Bucharest, Romania

(2012) Iuliana Armaş   NATURAL HAZARDS

Urban Vulnerability in Bantul District, Indonesia—Towards Safer and Sustainable Development

(2012) Dyah R. Hizbaron et al.   Sustainability

Modeling hydrologic and geomorphic hazards across post-fire landscapes using a self-organizing map approach

(2011) Michael J. Friedel   ENVIRONMENTAL MODELLING & SOFTWARE

An integrated earthquake vulnerability assessment framework for urban areas

(2011) H. S. B. Duzgun et al.   NATURAL HAZARDS

Active and passive remote sensing for supporting the evaluation of the urban seismic vulnerability

(2011) Flavio Borfecchia et al.   RIVISTA ITALIANA DI TELERILEVAMENTO

Earthquake Impact Scale

(2011) D. J. Wald et al.   Natural Hazards Review

Response to a high-altitude earthquake: The Yushu Earthquake example

(2011) Jifu Liu et al.   International Journal of Disaster Risk Science

Optimization of SVM parameters for recognition of regulatory DNA sequences

(2010) Robertas Damaševičius   Top

Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan

(2009) Hitoshi Saito et al.   GEOMORPHOLOGY

The Livelihood Vulnerability Index: A pragmatic approach to assessing risks from climate variability and change—A case study in Mozambique

(2009) Micah B. Hahn et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan, China

(2009) Yueping Yin et al.   Landslides

Earthquake vulnerability and seismic risk assessment of urban areas in high seismic regions: application to Chania City, Crete Island, Greece

(2009) A. Sarris et al.   NATURAL HAZARDS

Ecological vulnerability in risk assessment — A review and perspectives

(2009) H.J. De Lange et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Earthquake induced damage classification for reinforced concrete buildings

(2009) Solomon Tesfamariam et al.   STRUCTURAL SAFETY

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY

Evaluation of parameters affecting earthquake damage by decision tree techniques

(2008) Betül Şengezer et al.   NATURAL HAZARDS

Urban social vulnerability assessment with physical proxies and spatial metrics derived from air- and spaceborne imagery and GIS data

(2008) Annemarie Ebert et al.   NATURAL HAZARDS

Drought risk assessment in the western part of Bangladesh

(2008) Shamsuddin Shahid et al.   NATURAL HAZARDS

Earthquake loss estimation for the New York City Metropolitan Region

(2008) Michael W. Tantala et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Detecting Alpine landforms from remotely sensed imagery. A pilot study in the Bavarian Alps

(2007) Nora Jennifer Schneevoigt et al.   GEOMORPHOLOGY

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY