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Lista de obras de Saro Lee

A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses

article

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

artículo científico publicado en 2019

A Support Vector Machine for Landslide Susceptibility Mapping in Gangwon Province, Korea

A case study for the integration of predictive mineral potential maps

artículo científico publicado en 2014

A comparison of the Landsat image and LAHARZ-simulated lahar inundation hazard zone by the 2010 Merapi eruption

A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison

An Automated Python Language-Based Tool for Creating Absence Samples in Groundwater Potential Mapping

artículo científico publicado en 2019

An Ensemble Model for Landslide Susceptibility Mapping in a Forested Area

Application and cross-validation of spatial logistic multiple regression for landslide susceptibility analysis

Application and verification of fuzzy algebraic operators to landslide susceptibility mapping

scholarly article by Saro Lee published 20 September 2006 in Environmental Geology

Application of Decision-Tree Model to Groundwater Productivity-Potential Mapping

Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping

scholarly article by Prima Kadavi et al published 9 August 2018 in Remote Sensing

Application of a fuzzy operator to susceptibility estimations of coal mine subsidence in Taebaek City, Korea

Application of a weights-of-evidence method and GIS to regional groundwater productivity potential mapping

article

Application of an adaptive neuro-fuzzy inference system to ground subsidence hazard mapping

Application of an evidential belief function model in landslide susceptibility mapping

article

Application of decision tree model for the ground subsidence hazard mapping near abandoned underground coal mines.

artículo científico publicado en 2013

Application of geospatial models to map potential Ruditapes philippinarum habitat using remote sensing and GIS

Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS.

artículo científico publicado en 2004

Application of probabilistic-based frequency ratio model in groundwater potential mapping using remote sensing data and GIS

article

Assessment of Landslide-Prone Areas and Their Zonation Using Logistic Regression, LogitBoost, and NaïveBayes Machine-Learning Algorithms

scholarly article by Hamid Reza Pourghasemi et al published 15 October 2018 in Sustainability

Assessment of Urban Infrastructures Exposed to Flood Using Susceptibility Map and Google Earth Engine

artículo científico publicado en 2021

Assessment of ground subsidence hazard near an abandoned underground coal mine using GIS

Assessment of ground subsidence using GIS and the weights-of-evidence model

article

Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS

scholarly article by Jaewon Choi et al published January 2012 in Engineering Geology

Comparison of landslide susceptibility maps generated through multiple logistic regression for three test areas in Korea

artículo científico publicado en 2007

Cross-application used to validate landslide susceptibility maps using a probabilistic model from Korea

Crustacean habitat potential mapping in a tidal flat using remote sensing and GIS

artículo científico publicado en 2011

Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

article

Detecting landslide location using KOMPSAT 1 and its application to landslide-susceptibility mapping at the Gangneung area, Korea

Detecting the intertidal morphologic change using satellite data

scientific article published in 2008

Detection of landslides using web-based aerial photographs and landslide susceptibility mapping using geospatial analysis

Determination and application of the weights for landslide susceptibility mapping using an artificial neural network

scholarly article by Saro Lee et al published February 2004 in Engineering Geology

Development of GIS-based geological hazard information system and its application for landslide analysis in Korea

article

Editorial for Special Issue: “Application of Artificial Neural Networks in Geoinformatics”

scholarly article by Saro Lee published 2 January 2018 in Applied sciences

Enhancing Prediction Performance of Landslide Susceptibility Model Using Hybrid Machine Learning Approach of Bagging Ensemble and Logistic Model Tree

article

Ensemble-based landslide susceptibility maps in Jinbu area, Korea

Evaluation of landslide susceptibility mapping by evidential belief function, logistic regression and support vector machine models

Evaluation of waste disposal site using the DRASTIC system in Southern Korea

Extraction of landslide-related factors from ASTER imagery and its application to landslide susceptibility mapping

Flood susceptibility mapping using integrated bivariate and multivariate statistical models

Forecasting and validation of landslide susceptibility using an integration of frequency ratio and neuro-fuzzy models: a case study of Seorak mountain area in Korea

GIS Multi-Criteria Analysis by Ordered Weighted Averaging (OWA): Toward an Integrated Citrus Management Strategy

GIS application on spatial landslide analysis using statistical based models

GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea

GIS-based groundwater potential mapping using artificial neural network and support vector machine models: the case of Boryeong city in Korea

scholarly article by Saro Lee et al published 28 March 2017 in Geocarto International

GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique

Geographic Information System (GIS) based stability analysis of rock cut slopes

Groundwater productivity potential mapping using evidential belief function.

artículo científico publicado en 2014

Habitat Mapping of the Leopard Cat (Prionailurus bengalensis) in South Korea Using GIS

Habitat Potential Mapping of Marten (Martes flavigula) and Leopard Cat (Prionailurus bengalensis) in South Korea Using Artificial Neural Network Machine Learning

scholarly article by Saro Lee et al published 5 September 2017 in Applied sciences

Integration of a subsidence model and SAR interferometry for a coal mine subsidence hazard map in Taebaek, Korea

Integration of ground subsidence hazard maps of abandoned coal mines in Samcheok, Korea

Introduction: Hazard Mapping

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

scholarly article by Hyun-Joo Oh et al published 25 March 2019 in Applied sciences

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms

artículo científico publicado en 2018

Landslide Susceptibility Assessment Using Frequency Ratio Technique with Iterative Random Sampling

Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea

Landslide detection and susceptibility mapping in the Sagimakri area, Korea using KOMPSAT-1 and weight of evidence technique

article

Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models

article

Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: case study of Youngin, Korea

scholarly article by Saro Lee et al published 14 September 2007 in Landslides

Landslide susceptibility analysis and verification using the Bayesian probability model

Landslide susceptibility analysis using GIS and artificial neural network

scholarly article by Saro Lee et al published 2003 in Earth Surface Processes and Landforms

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

article

Landslide susceptibility mapping by correlation between topography and geological structure: the Janghung area, Korea

Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models

scholarly article by Saro Lee & Touch Sambath published 4 April 2006 in Environmental Geology

Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system

scholarly article by Hyun-Joo Oh & Saro Lee published 19 May 2010 in Environmental Earth Sciences

Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea

Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya

scholarly article by Chandra Prakash Poudyal et al published 4 February 2010 in Environmental Earth Sciences

Macrobenthos habitat mapping in a tidal flat using remotely sensed data and a GIS-based probabilistic model

artículo científico publicado en 2010

Macrobenthos habitat potential mapping using GIS-based artificial neural network models

artículo científico publicado en 2012

Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility

scholarly article by Abolfazl Jaafari et al published April 2019 in CATENA

Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models

artículo científico publicado en 2019

Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility

artículo científico publicado en 2020

Novel hybrid models by coupling support vector regression (SVR) with meta-heuristic algorithms (WOA and GWO) for flood susceptibility mapping

scientific article published in 2022

Prediction of ground subsidence in Samcheok City, Korea using artificial neural networks and GIS

scholarly article by Ki-Dong Kim et al published 20 August 2008 in Environmental Geology

Prediction of landslides using ASTER imagery and data mining models

Predictive landslide susceptibility mapping using spatial information in the Pechabun area of Thailand

scholarly article by Hyun-Joo Oh et al published 6 May 2008 in Environmental Geology

Predictive radon potential mapping in groundwater: a case study in Yongin, Korea

Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia

Probabilistic landslide susceptibility and factor effect analysis

article

Probabilistic landslide susceptibility mapping in the Lai Chau province of Vietnam: focus on the relationship between tectonic fractures and landslides

scholarly article by Saro Lee & Nguyen Tu Dan published 30 July 2005 in Environmental Geology

Quantitative landslide susceptibility mapping at Pemalang area, Indonesia

scholarly article by Hyun-Joo Oh et al published 25 August 2009 in Environmental Earth Sciences

Regional Probabilistic and Statistical Mineral Potential Mapping of Gold–Silver Deposits Using GIS in the Gangreung Area, Korea

Regional groundwater productivity potential mapping using a geographic information system (GIS) based artificial neural network model

scholarly article by Saro Lee et al published 19 August 2012 in Hydrogeology Journal

Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia

article

Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model

article

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

artículo científico publicado en 2019

Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas

Sensitivity analysis for the GIS-based mapping of the ground subsidence hazard near abandoned underground coal mines

Sensor Technologies and Methods for Geoinformatics and Remote Sensing

Shallow Landslide Susceptibility Modeling Using the Data Mining Models Artificial Neural Network and Boosted Tree

scholarly article by Hyun-Joo Oh & Saro Lee published 28 September 2017 in Applied sciences

Soil erosion assessment and its verification using the Universal Soil Loss Equation and Geographic Information System: a case study at Boun, Korea

Spatial Assessment of Urban Flood Susceptibility Using Data Mining and Geographic Information System (GIS) Tools

Spatial Landslide Hazard Prediction Using Rainfall Probability and a Logistic Regression Model

artículo científico publicado en 2014

Spatial analysis of groundwater potential using weights-of-evidence and evidential belief function models and remote sensing

article

Spatial polychaeta habitat potential mapping using probabilistic models

scientific article published in 2011

Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea

Spatial prediction of ground subsidence susceptibility using an artificial neural network.

artículo científico

Spatial prediction of landslide susceptibility using a decision tree approach: a case study of the Pyeongchang area, Korea

Spatial prediction of landslide susceptibility using hybrid support vector regression (SVR) and the adaptive neuro-fuzzy inference system (ANFIS) with various metaheuristic algorithms

artículo científico publicado en 2020

Spatial relationships between radon and topographical, geological, and geochemical factors and their relevance in all of South Korea

Statistical analysis of landslide susceptibility at Yongin, Korea

The Application of Artificial Neural Networks to Landslide Susceptibility Mapping at Janghung, Korea

scholarly article by Saro Lee et al published February 2006 in Mathematical Geosciences

The effect of spatial resolution on the accuracy of landslide susceptibility mapping: a case study in Boun, Korea

Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea

scholarly article by Saro Lee et al published 1 October 2003 in Environmental Geology

Use of geospatial data and fuzzy algebraic operators to landslide-hazard mapping

scholarly article by Biswajeet Pradhan et al published 1 April 2009 in Applied Geomatics

Validation of an artificial neural network model for landslide susceptibility mapping

scholarly article by Jaewon Choi et al published 9 June 2009 in Environmental Earth Sciences

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