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1

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

Saro Lee, Joo-Hyung Ryu, Joong-Sun Won, Hyuck-Jin Park

Journal:

Engineering Geology

Année:

2004

Langue:

english

Fichier:

PDF, 618 KB

english, 2004

2

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

Saro Lee, Biswajeet Pradhan

Journal:

Landslides (Springer)

Année:

2007

Langue:

english

Fichier:

PDF, 463 KB

english, 2007

3

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

Lee, Saro, Hong, Soo-Min, Jung, Hyung-Sup

Journal:

Geocarto International

Année:

2017

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2017

4

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

Arabameri, Alireza, Rezaei, Khalil, Pourghasemi, Hamid Reza, Lee, Saro, Yamani, Mojtaba

Journal:

Environmental Earth Sciences

Année:

2018

Langue:

english

Fichier:

PDF, 3.83 MB

english, 2018

5

Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran

Janizadeh, Saeid, Avand, Mohammadtaghi, Jaafari, Abolfazl, Phong, Tran Van, Bayat, Mahmoud, Ahmadisharaf, Ebrahim, Prakash, Indra, Pham, Binh Thai, Lee, Saro

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 11.51 MB

english, 2019

6

Landslide susceptibility analysis using GIS and artificial neural network

Saro Lee, Joo-Hyung Ryu, Kyungduck Min, Joong-Sun Won

Journal:

Earth Surface Processes and Landforms

Année:

2003

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2003

7

Application of Likelihood Ratio and Logistic Regression Models to Landslide Susceptibility Mapping Using GIS

Journal:

Environmental Management

Année:

2004

Langue:

english

Fichier:

PDF, 1.71 MB

english, 2004

8

Groundwater Potential Mapping Using Remote Sensing and GIS-Based Machine Learning Techniques

Lee, Sunmin, Hyun, Yunjung, Lee, Saro, Lee, Moung-Jin

Journal:

Année:

2020

Fichier:

PDF, 4.94 MB

2020

9

Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility

Arabameri, Alireza, Asadi Nalivan, Omid, Chandra Pal, Subodh, Chakrabortty, Rabin, Saha, Asish, Lee, Saro, Pradhan, Biswajeet, Tien Bui, Dieu

Journal:

Année:

2020

Fichier:

PDF, 9.41 MB

2020

10

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

Saro Lee, Nguyen Tu Dan

Journal:

Environmental Geology

Année:

2005

Langue:

english

Fichier:

PDF, 522 KB

english, 2005

11

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

Biswajeet Pradhan, Saro Lee

Journal:

Environmental Earth Sciences

Année:

2010

Langue:

english

Fichier:

PDF, 1.07 MB

english, 2010

12

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

Hyun-Joo Oh, Saro Lee

Journal:

Resource Geology

Année:

2008

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2008

13

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

Hyun-Joo Oh, Yong-Sung Kim, Jong-Kuk Choi, Eungyu Park, Saro Lee

Journal:

Journal of Hydrology

Année:

2011

Langue:

english

Fichier:

PDF, 2.82 MB

english, 2011

14

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

Sameen, Maher Ibrahim, Pradhan, Biswajeet, Lee, Saro

Journal:

Natural Resources Research

Année:

2018

Langue:

english

Fichier:

PDF, 14.12 MB

english, 2018

15

Landslide Susceptibility Mapping using Naïve Bayes and Bayesian Network Models in Umyeonsan, Korea

Lee, Sunmin, Lee, Moung-Jin, Jung, Hyung-Sup, Lee, Saro

Journal:

Geocarto International

Année:

2019

Langue:

english

Fichier:

PDF, 2.66 MB

english, 2019

16

Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran

Thi Ngo, Phuong Thao, Panahi, Mahdi, Khosravi, Khabat, Ghorbanzadeh, Omid, Karimnejad, Narges, Cerda, Artemi, Lee, Saro

Journal:

Geoscience Frontiers

Année:

2020

Fichier:

PDF, 25.78 MB

2020

17

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

Hyun-Joo Oh, Saro Lee

Journal:

International Journal of Coal Geology

Année:

2011

Langue:

english

Fichier:

PDF, 3.33 MB

english, 2011

18

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

Biswajeet Pradhan, Saro Lee

Journal:

Environmental Modelling & Software

Année:

2010

Langue:

english

Fichier:

PDF, 2.60 MB

english, 2010

19

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

Kyu-Sang Kim, Hyuck-Jin Park, Saro Lee, Ik Woo

Journal:

Geosciences Journal

Année:

2004

Langue:

english

Fichier:

PDF, 590 KB

english, 2004

20

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

Journal:

Geosciences Journal

Année:

2005

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2005

21

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

Ki-Dong Kim, Saro Lee, Hyun-Joo Oh, Jong-Kuk Choi, Joong-Sun Won

Journal:

Environmental Geology

Année:

2006

Langue:

english

Fichier:

PDF, 630 KB

english, 2006

22

Spatial Prediction of Ground Subsidence Susceptibility Using an Artificial Neural Network

Saro Lee, Inhye Park, Jong-Kuk Choi

Journal:

Environmental Management

Année:

2012

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2012

23

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

Biswajeet Pradhan, Saro Lee

Journal:

Landslides (Springer)

Année:

2010

Langue:

english

Fichier:

PDF, 1.64 MB

english, 2010

24

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

Hyun-Joo Oh, Saro Lee

Journal:

Environmental Earth Sciences

Année:

2011

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2011

25

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

Hyun-Joo Oh, Saro Lee

Journal:

Engineering Geology

Année:

2010

Langue:

english

Fichier:

PDF, 4.62 MB

english, 2010

26

Application of an evidential belief function model in landslide susceptibility mapping

Omar F. Althuwaynee, Biswajeet Pradhan, Saro Lee

Journal:

Computers & Geosciences

Année:

2012

Langue:

english

Fichier:

PDF, 4.38 MB

english, 2012

27

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

Jaewon Choi, Hyun-Joo Oh, Hong-Jin Lee, Changwook Lee, Saro Lee

Journal:

Engineering Geology

Année:

2012

Langue:

english

Fichier:

PDF, 3.22 MB

english, 2012

28

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

Park, Inhye, Choi, Jaewon, Jin Lee, Moung, Lee, Saro

Journal:

Computers & Geosciences

Année:

2012

Langue:

english

Fichier:

PDF, 2.94 MB

english, 2012

29

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

Lee, Saro, Song, Kyo-Young, Kim, Yongsung, Park, Inhye

Journal:

Hydrogeology Journal

Année:

2012

Langue:

english

Fichier:

PDF, 2.08 MB

english, 2012

30

Flood susceptibility mapping using integrated bivariate and multivariate statistical models

Tehrany, Mahyat Shafapour, Lee, Moung-Jin, Pradhan, Biswajeet, Jebur, Mustafa Neamah, Lee, Saro

Journal:

Environmental Earth Sciences

Année:

2014

Langue:

english

Fichier:

PDF, 4.03 MB

english, 2014

31

Trophic status may influence top–down effects of anadromous alewifeAlosa pseudoharengus(Actinopterygii, Clupeidae) in lakes

Demi, Lee M., Simon, Kevin S., Anderson, Dennis, Coghlan, Stephen M., Saros, Jasmine E., Saunders, Rory

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 407 KB

english, 2015

32

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

Oh, Hyun-Joo, Park, No-Wook, Lee, Sung-Soon, Lee, Saro

Journal:

International Journal of Remote Sensing

Année:

2012

Langue:

english

Fichier:

PDF, 5.40 MB

english, 2012

33

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

Tahmassebipoor, Naser, Rahmati, Omid, Noormohamadi, Farhad, Lee, Saro

Journal:

Arabian Journal of Geosciences

Année:

2016

Langue:

english

Fichier:

PDF, 12.61 MB

english, 2016

34

Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran

Alizadeh, Mohsen, Alizadeh, Esmaeil, Asadollahpour Kotenaee, Sara, Shahabi, Himan, Beiranvand Pour, Amin, Panahi, Mahdi, Bin Ahmad, Baharin, Saro, Lee

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 18.14 MB

english, 2018

35

A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides

Tien Bui, Dieu, Shahabi, Himan, Shirzadi, Ataollah, Chapi, Kamran, Hoang, Nhat-Duc, Pham, Binh, Bui, Quang-Thanh, Tran, Chuyen-Trung, Panahi, Mahdi, Bin Ahamd, Baharin, Saro, Lee

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 5.05 MB

english, 2018

36

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

Park, Sung-Jae, Lee, Chang-Wook, Lee, Saro, Lee, Moung-Jin

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 13.29 MB

english, 2018

37

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

Azareh, Ali, Rahmati, Omid, Rafiei-Sardooi, Elham, Sankey, Joel B., Lee, Saro, Shahabi, Himan, Ahmad, Baharin Bin

Journal:

Science of The Total Environment

Année:

2019

Langue:

english

Fichier:

PDF, 6.10 MB

english, 2019

38

Groundwater aquifer potential modeling using an ensemble multi-adoptive boosting logistic regression technique

Rizeei, Hossein Mojaddadi, Pradhan, Biswajeet, Saharkhiz, Maryam Adel, Lee, Saro

Journal:

Journal of Hydrology

Année:

2019

Langue:

english

Fichier:

PDF, 7.46 MB

english, 2019

39

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

Panahi, Mahdi, Gayen, Amiya, Pourghasemi, Hamid Reza, Rezaie, Fatemeh, Lee, Saro

Journal:

Science of The Total Environment

Année:

2020

Fichier:

PDF, 14.92 MB

2020

40

Deep learning neural networks for spatially explicit prediction of flash flood probability

Panahi, Mahdi, Jaafari, Abolfazl, Shirzadi, Ataollah, Shahabi, Himan, Rahmati, Omid, Omidvar, Ebrahim, Lee, Saro, Bui, Die Tien

Journal:

Geoscience Frontiers

Année:

2020

Fichier:

PDF, 39.86 MB

2020

41

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

Journal:

Earth Surface Processes and Landforms

Année:

2007

Langue:

english

Fichier:

PDF, 1.35 MB

english, 2007

42

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

Saro Lee, Moung-Jin Lee

Journal:

Advances in Space Research

Année:

2006

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2006

43

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

Saro Lee, Jawon Choi, Ik Woo

Journal:

Geosciences Journal

Année:

2004

Langue:

english

Fichier:

PDF, 459 KB

english, 2004

44

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

Saro Lee, Ueechan Choi

Journal:

Geosciences Journal

Année:

2003

Langue:

english

Fichier:

PDF, 331 KB

english, 2003

45

Relationship between mn nodule abundance and other geological factors in the northeastern pacific: Application of gis and probability method

Youngtak Ko, Saro Lee, Jonguk Kim, Ki-Hyune Kim, Mee-Sook Jung

Journal:

Ocean Science Journal

Année:

2006

Langue:

english

Fichier:

PDF, 2.37 MB

english, 2006

46

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

Journal:

Environmental Geology

Année:

2003

Langue:

english

Fichier:

PDF, 2.79 MB

english, 2003

47

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

Saro Lee, Joo-Hyung Ryu, Moung-Jin Lee, Joong-Sun Won

Journal:

Environmental Geology

Année:

2003

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2003

48

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

Journal:

Environmental Geology

Année:

2004

Langue:

english

Fichier:

PDF, 1.72 MB

english, 2004

49

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

Saro Lee, Touch Sambath

Journal:

Environmental Geology

Année:

2006

Langue:

english

Fichier:

PDF, 638 KB

english, 2006

50

Application and verification of fuzzy algebraic operators to landslide susceptibility mapping

Journal:

Environmental Geology

Année:

2007

Langue:

english

Fichier:

PDF, 722 KB

english, 2007