Name Seonyoung Park
Position professor
Tel +82-2-970-9778
Journal Papers
- Estimation of the Hourly Aerosol Optical Depth From GOCI Geostationary Satellite Data: Deep Neural Network, Machine Learning, and Physical Models, IEEE Transactions on Geoscience and Remote Sensing, 2021
- Spatial mapping of short-term solar radiation prediction incorporating geostationary satellite images coupled with deep convolutional LSTM networks for South Korea, ENVIRONMENTAL RESEARCH LETTERS, vol.15 No.9, 2020
- Recent ENSO influence on East African drought during rainy seasons through the synergistic use of satellite and reanalysis data, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, vol.162 pp.17~26, 2020
- Analysis of Thermal Environment by Urban Expansion using KOMPSAT and Landsat 8: Sejong City, 대한원격탐사학회지, vol.35 No.6 pp.1403~1415, 2019
- Machine Learning Approaches for Detecting Tropical Cyclone Formation Using Satellite Data, REMOTE SENSING, vol.11 No.10, 2019
- Spatial Assessment of Solar Radiation by Machine Learning and Deep Neural Network Models Using Data Provided by the COMS MI Geostationary Satellite: A Case Study in South Korea, SENSORS, vol.19 No.9, 2019
- Prediction of Drought on Pentad Scale Using Remote Sensing Data and MJO Index through Random Forest over East Asia, REMOTE SENSING, vol.10 No.11, 2018
- Classification and Mapping of Paddy Rice by Combining Landsat and SAR Time Series Data, REMOTE SENSING, vol.10 No.3, 2018
- Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, vol.137 pp.149~162, 2018
- Thermal Characteristics of Daegu using Land Cover Data and Satellite-derived Surface Temperature Downscaled Based on Machine Learning, 대한원격탐사학회지, vol.33 No.6 pp.1101~1118, 2017
- Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery, REMOTE SENSING, vol.9 No.7, 2017
- Downscaling GLDAS Soil Moisture Data in East Asia through Fusion of Multi-Sensors by Optimizing Modified Regression Trees, WATER, vol.9 No.5, 2017
- Drought monitoring using high resolution soil moisture through multi-sensor satellite data fusion over the Korean peninsula, AGRICULTURAL AND FOREST METEOROLOGY, vol.237 pp.257~269, 2017
- Spatiotemporal downscaling approaches for monitoring 8-day 30 m actual evapotranspiration, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, vol.126 pp.79~93, 2017
- Detection of tropical cyclone genesis via quantitative satellite ocean surface wind pattern and intensity analyses using decision trees, REMOTE SENSING OF ENVIRONMENT, vol.183 pp.205~214, 2016
- Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches, ENVIRONMENTAL EARTH SCIENCES, vol.75 No.15, 2016
- Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches, REMOTE SENSING, vol.8 No.3, 2016
- Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions, AGRICULTURAL AND FOREST METEOROLOGY, vol.216 pp.157~169, 2016
- Relationship between land cover patterns and surface temperature in urban areas, GISCIENCE & REMOTE SENSING, vol.51 pp.521~536, 2014
Conference Papers
- 박선영, 염종민, 김은애, 배출량 예측 모니터링 시스템(PEMS) 구축을 위한 머신러닝 기반의 사업장 내 AOD 추정, 지오에이아이데이터학회 추계학술대회, 부산 파라다이스 호텔, 2021
- 박선영, 임정호, 기후지수와 위성기반 가뭄지수를 이용한 머신러닝 기반의 단기가뭄 예측, 2021년 지오에이아이데이터학회 추계학술대회, 부산 파라다이스 호텔, 2021
- 김보람, 김예지, 박선영, 다중위성 산불 탐지 및 분석: 정지궤도 산불 탐지 및 지역 추출, 항공우주학회 추계학술대회 논문집, 제주 라마다 호텔, 2021
- 박선영, 염종민, 강대현, 배출량 예측 모니터링 시스템 구축을 위한 다양한 머신러닝 기법 기반의 대기 AOD 추정, 2021 공동추계학술대회, 제주대학교 아라캠퍼스, 2021
- 박선영, 김예지, 김보람, Forest fire detection using multi-satellite remote sensing, BIEN2021, 대전 ICC 및 온라인 하이브리드, 2021
- 김예지, 박선영, 이정호, 채태병, 다목적실용위성 3호와 3A호 영상의 산불피해 분석을 위한 지수지도 분석, 한국항공우주학회 2020 추계학술대회 논문집, 제주도 라마다호텔, 2020
- 박선영, 유철희, 김예지, 조동진, KOMPSAT과 Landsat 8 영상을 이용한 도시확장에 따른 열 환경 분석, 한국지리정보학회 추계학술대회집, 제주대학교 아라컨벤션, 2020
- 박선영, 머신러닝을 활용한 위성영상 활용: 재난재해 분석, 대한원격탐사학회 2020추계학술대회집, 온라인 발표, 2020