Landslide Susceptibility Mapping Based on Random Forest and Boosted Regression Tree Models, and a Comparison of Their Performance

So‐Young Park, Jinsoo Kim

Applied Sciences

Rock SlideEngineeringForest BiometricsRock SlopeGeomorphology +16

Evaluation of Logistic Regression and Multivariate Adaptive Regression Spline Models for Groundwater Potential Mapping Using R and GIS

So‐Young Park, Se‐Yeong Hamm, Hang-Tak Jeon, +1

Sustainability

HydrogeologyEngineeringHydrogeophysicsWater ResourcesSubsurface Hydrology +11

Performance Evaluation of the GIS-Based Data-Mining Techniques Decision Tree, Random Forest, and Rotation Forest for Landslide Susceptibility Modeling

So‐Young Park, Se‐Yeong Hamm, Jinsoo Kim

Sustainability

Rock SlideEngineeringRock SlopeGeomorphologyRotation Forest +16

Contribution of nitrate-nitrogen concentration in groundwater to stream water in an agricultural head watershed

Chung‐Mo Lee, Se‐Yeong Hamm, Jae-Yeol Cheong, +4

Environmental Research

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

Jihye Han, Jinsoo Kim, So‐Young Park, +2

Sustainability

Earthquake EngineeringEngineeringSeismologySouth KoreaSeismic Analysis +13

Evaluation of NDVI Estimation Considering Atmospheric and BRDF Correction through Himawari-8/AHI

Noh-Hun Seong, Daeseong Jung, Jinsoo Kim, +1

Asia-Pacific Journal of Atmospheric Sciences

Earth ObservationEnvironmental MonitoringEngineeringTerrestrial SensingEarth Science +16

The Predictive Capability of a Novel Ensemble Tree-Based Algorithm for Assessing Groundwater Potential

Soyoung Park, Jinsoo Kim

Sustainability

Environmental MonitoringEngineeringAssessing Groundwater PotentialEarth ScienceWater Quality Forecasting +15

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

Jihye Han, So‐Young Park, Seongheon Kim, +3

Sustainability

EngineeringEarthquake ScenarioDisaster DetectionSupport Vector MachineData Science +17

Characteristics of the Reanalysis and Satellite-Based Surface Net Radiation Data in the Arctic

Minji Seo, Hyun‐Cheol Kim, Kyeong-Sang Lee, +4

Journal of Sensors

EngineeringNet Radiation ProductsClimate ModelingEarth System ScienceEarth Science +22

Robust Spatiotemporal Estimation of PM Concentrations Using Boosting-Based Ensemble Models

So‐Young Park, Sanghun Son, Jaegu Bae, +3

Sustainability

Environmental MonitoringMachine LearningEngineeringAir Pollution MeasurementAir Quality +20