2022-08 | Geostationary satellite-derived ground-level particulate matter concentrations using real-time machine learning in Northeast Asia | Park, Seohui; Im, Jungho; Kim, Jhoon, et al | ARTICLE | 25 |
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2022-06 | Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning | Lee, Jaese; Park, Sumin; Im, Jungho, et al | ARTICLE | 124 |
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2022-06 | Downscaling MODIS nighttime land surface temperatures in urban areas using ASTER thermal data through local linear forest | Yoo, Cheolhee; Im, Jungho; Cho, Dongjin, et al | ARTICLE | 16 |
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2022-05 | Global sea surface salinity via the synergistic use of SMAP satellite and HYCOM data based on machine learning | Jang, Eunna; Kim, Young Jun; Im, Jungho, et al | ARTICLE | 98 |
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2022-04 | All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning | Cho, Dongjin; Bae, Dukwon; Yoo, Cheolhee, et al | ARTICLE | 106 |
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2022-04 | Development of model output statistics based on the least absolute shrinkage and selection operator regression for forecasting next-day maximum temperature in South Korea | Yoon, Donghyuck; Kim, Kyoungmin; Cha, Dong-Hyun, et al | ARTICLE | 86 |
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2022-03 | A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approaches | Cho, Dongjin; Yoo, Cheolhee; Son, Bokyung, et al | ARTICLE | 61 |
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2022-02 | High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension | Jung, Sihun; Yoo, Cheolhee; Im, Jungho | ARTICLE | 106 |
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2022-01 | Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning With Satellite AOD | Lee, Seunghee; Park, Seohui; Lee, Myong-In, et al | ARTICLE | 143 |
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2022-01 | A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite Imagery | Baek, You-Hyun; Moon, Il-Ju; Im, Jungho, et al | ARTICLE | 101 |
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2022-01 | Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia | Kang, Yoojin; Kim, Miae; Kang, Eunjin, et al | ARTICLE | 79 |
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2021-12 | Rainfall intensity estimation using geostationary satellite data based on machine learning: A case study in the korean peninsula in summer | Shin, Yeji; Han, Daehyeon; Im, Jungho | ARTICLE | 237 |
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2021-12 | Comparative Assessment of Linear Regression and Machine Learning for Analyzing the Spatial Distribution of Ground-level NO2 Concentrations: A Case Study for Seoul, Korea | Kang, Eunjin; Yoo, Cheolhee; Shin, Yeji, et al | ARTICLE | 260 |
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2021-12 | Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery | Lee, Jaese; Kang, Yoojin; Son, Bokyung, et al | ARTICLE | 163 |
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2021-11 | Estimation of surface-level NO2 and O-3 concentrations using TROPOMI data and machine learning over East Asia | Kang, Yoojin; Choi, Hyunyoung; Im, Jungho, et al | ARTICLE | 108 |
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2021-10 | Detection of Forest Fire Damage from Sentinel-1 SAR Data through the Synergistic Use of Principal Component Analysis and K-means Clustering [Sentinel-1 SAR K-means Clustering] | Lee, Jaese; Kim, Woohyeok; Im, Jungho, et al | ARTICLE | 190 |
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2021-10 | Detection of arctic summer melt ponds using icesat-2 altimetry data | Han, Daehyeon; Kim, Young Jun; Jung, Sihun, et al | ARTICLE | 139 |
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2021-10 | Spatial downscaling of ocean colour-climate change initiative (OC-CCI) Forel-Ule Index using GOCI satellite image and machine learning technique | Sung, Taejun; Kim, Young Jun; Choi, Hyunyoung, et al | ARTICLE | 137 |
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2021-10 | One year of GOCI-II launch present and future | Choi, Jong-kuk; Park, Myung-sook; Han, Kyung-soo, et al | ARTICLE | 94 |
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2021-10 | Sensitivity analysis for CAS500-4 atmospheric correction using simulated images and suggestion of the use of geostationary satellite-based atmospheric parameters | Kang, Yoojin; Cho, Dongjin; Han, Daehyeon, et al | ARTICLE | 98 |
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