Sunmin Lee

Sunmin Lee

University of Seoul

H-index: 13

Asia-South Korea

About Sunmin Lee

Sunmin Lee, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Seoul, specializes in the field of GIS, spatial modeling, spatial analysis, geoAI, remote sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Comparative Study of Deep Neural Networks for Landslide Susceptibility Assessment: A Case Study of Pyeongchang-gun, South Korea

The Evaluation of the Temperature Reduction Effects of Cool Roofs and Cool Pavements as Urban Heatwave Mitigation Strategies

Mapping forest vertical structure in Sogwang-ri forest from full-waveform lidar point clouds using deep neural network

A Trend Analysis of Development Projects in South Korea during 2007–2016 Using a Multi-Layer Perceptron Based Artificial Neural Network

Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia

Susceptibility mapping on urban landslides using deep learning approaches in Mt. Umyeon

Landslide susceptibility mapping using Naïve Bayes and Bayesian network models in Umyeonsan, Korea

Analysis of trends in marine water quality using environmental impact assessment monitoring data: A case study of Busan new port

Sunmin Lee Information

University

Position

Department of Geoinformatics

Citations(all)

1181

Citations(since 2020)

1139

Cited By

331

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Sunmin Lee Skills & Research Interests

GIS

spatial modeling

spatial analysis

geoAI

remote sensing

Top articles of Sunmin Lee

Comparative Study of Deep Neural Networks for Landslide Susceptibility Assessment: A Case Study of Pyeongchang-gun, South Korea

Sustainability

2023/12/27

Sunmin Lee
Sunmin Lee

H-Index: 9

The Evaluation of the Temperature Reduction Effects of Cool Roofs and Cool Pavements as Urban Heatwave Mitigation Strategies

Applied Sciences

2023/10/19

Sunmin Lee
Sunmin Lee

H-Index: 9

Mapping forest vertical structure in Sogwang-ri forest from full-waveform lidar point clouds using deep neural network

Remote Sensing

2021/9/17

Hyung-Sup Jung
Hyung-Sup Jung

H-Index: 22

Sunmin Lee
Sunmin Lee

H-Index: 9

A Trend Analysis of Development Projects in South Korea during 2007–2016 Using a Multi-Layer Perceptron Based Artificial Neural Network

Applied Sciences

2021/8/2

Hyung-Sup Jung
Hyung-Sup Jung

H-Index: 22

Sunmin Lee
Sunmin Lee

H-Index: 9

Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia

Geomatics, Natural Hazards and Risk

2021/1/1

Sunmin Lee
Sunmin Lee

H-Index: 9

Susceptibility mapping on urban landslides using deep learning approaches in Mt. Umyeon

Applied Sciences

2020/11/19

Sunmin Lee
Sunmin Lee

H-Index: 9

Hyung-Sup Jung
Hyung-Sup Jung

H-Index: 22

Landslide susceptibility mapping using Naïve Bayes and Bayesian network models in Umyeonsan, Korea

Geocarto international

2020/11/17

Sunmin Lee
Sunmin Lee

H-Index: 9

Hyung-Sup Jung
Hyung-Sup Jung

H-Index: 22

Analysis of trends in marine water quality using environmental impact assessment monitoring data: A case study of Busan new port

Journal of Coastal Research

2020/9/1

Sunmin Lee
Sunmin Lee

H-Index: 9

Susceptibility analysis of the Mt. Umyeon landslide area using a physical slope model and probabilistic method

Remote Sensing

2020/8/18

Sunmin Lee
Sunmin Lee

H-Index: 9

Priority Analysis of Remote Sensing and Geospatial Information Techniques to Water-Related Disaster Damage Reduction for Inter-Korean Cooperation

2020/7/17

Sunmin Lee
Sunmin Lee

H-Index: 9

Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment

Journal of Environmental Management

2020/7/1

Mohammadtaghi Avand
Mohammadtaghi Avand

H-Index: 14

Sunmin Lee
Sunmin Lee

H-Index: 9

Groundwater potential mapping using remote sensing and GIS-based machine learning techniques

Sustainability

2023/2/3

Mapping forest vertical structure in Jeju Island from optical and radar satellite images using artificial neural network

Remote Sensing

2020/3/2

Sunmin Lee
Sunmin Lee

H-Index: 9

Hyung-Sup Jung
Hyung-Sup Jung

H-Index: 22

Mapping forest vertical structure in Gong-Ju, Korea using Sentinel-2 satellite images and artificial neural networks

Applied Sciences

2020/3/1

Sunmin Lee
Sunmin Lee

H-Index: 9

Hyung-Sup Jung
Hyung-Sup Jung

H-Index: 22

See List of Professors in Sunmin Lee University(University of Seoul)