발행물

전체 논문

29

21

Development of model output statistics based on the least absolute shrinkage and selection operator regression for forecasting next-day maximum temperature in South Korea
임정호
Quarterly Journal of the Royal Meteorological Society, 2022

22

All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning
Remote Sensing of Environment,

23

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
임정호
Weather and Climate Extremes, 2022

24

High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension
임정호
Remote Sensing, 2022

25

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia
임정호
ISPRS Journal of Photogrammetry and Remote Sensing, 2021

26

A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite Imagery
임정호
Remote Sensing, 2022

27

Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning With Satellite AOD
임정호
Geophysical Research Letters, 2021

28

Comparative Assessment of Linear Regression and Machine Learning for Analyzing the Spatial Distribution of Ground-level NO2 Concentrations: A Case Study for Seoul, Korea
임정호
Korean Journal of Remote Sensing, 2021

29

Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery
임정호
Korean Journal of Remote Sensing, 2021