Jong‐Sung Ha
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View article: Solar Energy Datasets of Deep Learning Models Incorporating with GK-2A and ASOS Ground Measurements
Solar Energy Datasets of Deep Learning Models Incorporating with GK-2A and ASOS Ground Measurements Open
This study presents the construction and evaluation of a dataset for estimating solar energy using the GK-2A satellite and deep learning. The GK-2A is currently utilized in real-time for weather observations over the Korean Peninsula. The …
View article: Application of deep learning in cloud cover prediction using geostationary satellite images
Application of deep learning in cloud cover prediction using geostationary satellite images Open
Predicting cloud cover is essential in fields, such as agriculture, climatology, and meteorology, where accurate weather forecasting can significantly impact decision-making. Traditional methods for cloud cover prediction encounter signifi…
View article: Effect of wind speed and net radiation on the oasis effect in temperate rice paddy fields
Effect of wind speed and net radiation on the oasis effect in temperate rice paddy fields Open
The oasis effect, characterized by atmospheric cooling due to excessive evapotranspiration (ET) and the inflow of warm air from the surroundings, has been well documented in vegetated oases. Despite its significant ET rates, the atmospheri…
View article: Investigating the relationship between temperature and soil CO<sub>2</sub> emission according to paddy water condition
Investigating the relationship between temperature and soil CO<sub>2</sub> emission according to paddy water condition Open
1. Ahmed Z., Ahmad M., Rjoub H., Kalugina O.A., and Hussain N., 2022. Economic growth, renewable energy consumption, and ecological footprint: Exploring the role of environmental regulations and democracy in sustainable development. Sustai…
Simultaneous Retrieval of Land and Air Temperature Using Geostationary Satellite Observations Open
This document details the structural definition, development process, and functional flow of the MODIS Land-Cover Product.The Land Cover and Land-Cover Change Parameters were proposed by the MODIS Land Team, with Team Member Alan Strahler …
View article: Estimation of the Hourly Aerosol Optical Depth From GOCI Geostationary Satellite Data: Deep Neural Network, Machine Learning, and Physical Models
Estimation of the Hourly Aerosol Optical Depth From GOCI Geostationary Satellite Data: Deep Neural Network, Machine Learning, and Physical Models Open
In this study, a new deep learning method was developed to estimate the spatiotemporal properties of the hourly aerosol optical depth (AOD) because existing physical models are limited in their abilities to separate the reflectance between…
Efficient Algorithms for Approximating the Centroids of Monotone Directions in a Polyhedron Open
We present efficient algorithms for computing centroid directions for each of the three types of monotonicity in a polyhedron: strong, weak, and directional monotonicity, which can be used for optimizing directions in many 3D manufacturing…
Specification and Implementation of Projective Texturing Node in X3D Open
Extensible 3D (X3D) is the ISO standard for defining 3D interactive web- and broadcast-based 3D content integrated with multimedia. With the advent of this integration of interactive 3D graphics into the web, users can easily produce 3D sc…