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

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1200

2020

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Rapid Change Detection of Flood Affected Area after Collapse of the Laos Xe-Pian Xe-Namnoy Dam Using Sentinel-1 GRD Data

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (12), p.1978

2020

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Groundwater Potential Mapping Using Data Mining Models of Big Data Analysis in Goyang-si, South Korea

Sustainability, 2019-03, Vol.11 (6), p.1678

2019

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Classification of Landscape Affected by Deforestation Using High-Resolution Remote Sensing Data and Deep-Learning Techniques

Remote sensing (Basel, Switzerland), 2020-10, Vol.12 (20), p.3372

2020

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

Remote sensing (Basel, Switzerland), 2018-10, Vol.10 (10), p.1545

2018

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Spatial prediction of urban landslide susceptibility based on topographic factors using boosted trees

Environmental earth sciences, 2018-09, Vol.77 (18), p.1-22, Article 656

2018

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Susceptibility Analysis of the Mt. Umyeon Landslide Area Using a Physical Slope Model and Probabilistic Method

Remote sensing (Basel, Switzerland), 2020-08, Vol.12 (16), p.2663

2020

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A Method for Classifying Land and Ocean Area by Removing Sentinel-1 Speckle Noise

Journal of coastal research, 2020-09, Vol.102 (sp1)

2020

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Analysis of Trends in Marine Water Quality Using Environmental Impact Assessment Monitoring Data: A Case Study of Busan New Port

Journal of coastal research, 2020-09, Vol.102 (sp1)

2020

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

Sustainability, 2018-02, Vol.10 (3), p.648

2018

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Landslide Susceptibility Assessment Using an Optimized Group Method of Data Handling Model

ISPRS international journal of geo-information, 2020-10, Vol.9 (10), p.566

2020

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Land Cover Classification from RGB and NIR Satellite Images Using Modified U-Net Model

IEEE access, 2024-01, Vol.12, p.1-1

2024

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Exploring Changes in Coastal Environment Policy Using Text Mining: A Case Study in South Korea

Journal of coastal research, 2020-09, Vol.102 (sp1)

2020

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Comparative Analysis of Urban Heat Island Cooling Strategies According to Spatial and Temporal Conditions Using Unmanned Aerial Vehicles(UAV) Observation

Applied sciences, 2023-09, Vol.13 (18), p.10052

2023

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Use of Unmanned Aerial Vehicles to Explore the Structural Characteristics of Urban Spaces for Outdoor Heat Stress Assessment and Comparative Analysis of Heat Island Cooling Strategies

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.15420-15430

2024

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Oil Spill Mapping from Kompsat-2 High-Resolution Image Using Directional Median Filtering and Artificial Neural Network

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (2), p.253

2020

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Data Mining Approaches for Landslide Susceptibility Mapping in Umyeonsan, Seoul, South Korea

Applied sciences, 2017-07, Vol.7 (7), p.683

2017

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Mapping Forest Vertical Structure in Jeju Island from Optical and Radar Satellite Images Using Artificial Neural Network

Remote sensing (Basel, Switzerland), 2020-03, Vol.12 (5), p.797

2020

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

Applied sciences, 2023-10, Vol.13 (20), p.11451

2023

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Comparisons of Multi Resolution Based AI Training Data and Algorithms Using Remote Sensing Focus on Landcover

Frontiers in remote sensing, 2022-05, Vol.3

2022

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Oil Spill Detection from PlanetScope Satellite Image: Application to Oil Spill Accident near Ras Al Zour Area, Kuwait in August 2017

Journal of coastal research, 2019-09, Vol.90 (sp1), p.251

2019

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

Computers & geosciences, 2012-11, Vol.48, p.228-238

2012

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

Applied sciences, 2017-09, Vol.7 (9), p.912

2017

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Development of a Technique for Classifying Photovoltaic Panels Using Sentinel-1 and Machine Learning

Journal of sensors, 2022-11, Vol.2022, p.1-11

2022

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

Geocarto international, 2020-11, Vol.35 (15), p.1665-1679

2020

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

Rapid Change Detection of Flood Affected Area after Collapse of the Laos Xe-Pian Xe-Namnoy Dam Using Sentinel-1 GRD Data

Groundwater Potential Mapping Using Data Mining Models of Big Data Analysis in Goyang-si, South Korea

Classification of Landscape Affected by Deforestation Using High-Resolution Remote Sensing Data and Deep-Learning Techniques

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

Spatial prediction of urban landslide susceptibility based on topographic factors using boosted trees

Susceptibility Analysis of the Mt. Umyeon Landslide Area Using a Physical Slope Model and Probabilistic Method

A Method for Classifying Land and Ocean Area by Removing Sentinel-1 Speckle Noise

Analysis of Trends in Marine Water Quality Using Environmental Impact Assessment Monitoring Data: A Case Study of Busan New Port

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

Landslide Susceptibility Assessment Using an Optimized Group Method of Data Handling Model

Land Cover Classification from RGB and NIR Satellite Images Using Modified U-Net Model

Exploring Changes in Coastal Environment Policy Using Text Mining: A Case Study in South Korea

Comparative Analysis of Urban Heat Island Cooling Strategies According to Spatial and Temporal Conditions Using Unmanned Aerial Vehicles(UAV) Observation

Use of Unmanned Aerial Vehicles to Explore the Structural Characteristics of Urban Spaces for Outdoor Heat Stress Assessment and Comparative Analysis of Heat Island Cooling Strategies

Oil Spill Mapping from Kompsat-2 High-Resolution Image Using Directional Median Filtering and Artificial Neural Network

Data Mining Approaches for Landslide Susceptibility Mapping in Umyeonsan, Seoul, South Korea

Mapping Forest Vertical Structure in Jeju Island from Optical and Radar Satellite Images Using Artificial Neural Network

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

Comparisons of Multi Resolution Based AI Training Data and Algorithms Using Remote Sensing Focus on Landcover

Oil Spill Detection from PlanetScope Satellite Image: Application to Oil Spill Accident near Ras Al Zour Area, Kuwait in August 2017

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

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

Development of a Technique for Classifying Photovoltaic Panels Using Sentinel-1 and Machine Learning

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

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