Search Results - "Jo, Young‐Heon"
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U-Net Super-Resolution Model of GOCI to GOCI-II Image Conversion
Published in IEEE transactions on geoscience and remote sensing (2024)“…The use of ocean color sensors presents limitations to monitoring coastal environmental changes and capturing fine spatial features below 1 km due to low…”
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Reconstructed 3-D Ocean Temperature Derived from Remotely Sensed Sea Surface Measurements for Mixed Layer Depth Analysis
Published in Remote sensing (Basel, Switzerland) (14-12-2019)“…The mixed layer depth (MLD) is generally estimated using in situ or model data. However, MLD analyses have limitations due to the sparse resolution of the…”
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Interdecadal changes in winter surface air temperature over East Asia and their possible causes
Published in Climate dynamics (01-08-2018)“…Using ensemble empirical mode decomposition (EEMD) for detecting the interdecadal changes in the East Asian winter monsoon (EAWM), this study identifies that…”
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Sargassum Detection Using Machine Learning Models: A Case Study with the First 6 Months of GOCI-II Imagery
Published in Remote sensing (Basel, Switzerland) (01-12-2021)“…A record-breaking agglomeration of Sargassum was packed along the northern Jeju coast in Korea in 2021, and laborers suffered from removing them from the…”
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Machine Learning to Identify Three Types of Oceanic Fronts Associated with the Changjiang Diluted Water in the East China Sea between 1997 and 2021
Published in Remote sensing (Basel, Switzerland) (01-08-2022)“…Long-term sea surface salinity (SSS) in the East China Sea (ECS) was estimated based on Ocean Color Climate Change Initiative (OC-CCI) data using machine…”
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Data Reconstruction for Remotely Sensed Chlorophyll-a Concentration in the Ross Sea Using Ensemble-Based Machine Learning
Published in Remote sensing (Basel, Switzerland) (01-06-2020)“…Polar regions are too harsh to be continuously observed using ocean color (OC) sensors because of various limitations due to low solar elevations, ice effects,…”
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The effect of anomalous weather on the seasonal clothing market in New York
Published in Meteorological applications (01-03-2021)“…The occurrences of losing the merchandising calendar for seasonal clothes have become more frequent due to anomalous weather changes. In order to develop…”
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Suspended Sediment Concentration Estimation along Turbid Water Outflow Using a Multispectral Camera on an Unmanned Aerial Vehicle
Published in Remote sensing (Basel, Switzerland) (01-12-2023)“…Optical remote sensing using unmanned aerial vehicles (UAVs) is proposed to monitor changes in marine environments effectively. Optical measurements were…”
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High Spatial-Resolution Red Tide Detection in the Southern Coast of Korea Using U-Net from PlanetScope Imagery
Published in Sensors (Basel, Switzerland) (29-06-2021)“…Red tides caused by occur continuously along the southern coast of Korea, where there are many aquaculture cages, and therefore, prompt monitoring of bloom…”
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Phytoplankton Bloom Changes under Extreme Geophysical Conditions in the Northern Bering Sea and the Southern Chukchi Sea
Published in Remote sensing (Basel, Switzerland) (01-10-2021)“…The northern Bering Sea and the southern Chukchi Sea are undergoing rapid regional biophysical changes in connection with the recent extreme climate change in…”
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Reconstruction of Ocean Color Data Using Machine Learning Techniques in Polar Regions: Focusing on Off Cape Hallett, Ross Sea
Published in Remote sensing (Basel, Switzerland) (01-06-2019)“…The most problematic issue in the ocean color application is the presence of heavy clouds, especially in polar regions. For that reason, the demand for the…”
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GOCI-II based sea surface salinity estimation using machine learning for the first-year summer
Published in International journal of remote sensing (17-09-2022)“…Estimation of sea surface salinity (SSS) using the Geostationary Ocean Color Imager-II (GOCI-II) measurements in the East China Sea (ECS) was conducted from…”
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13
Decomposition of Submesoscale Ocean Wave and Current Derived from UAV-Based Observation
Published in Remote sensing (Basel, Switzerland) (01-07-2024)“…The consecutive submesoscale sea surface processes observed by an unmanned aerial vehicle (UAV) were used to decompose into spatial waves and current features…”
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Spatial variability of fishing grounds in response to oceanic front changes detected by multiple satellite measurements in the East (Japan) sea
Published in International journal of remote sensing (02-08-2020)“…In the East (Japan) Sea, the ocean fronts resulting from coastal upwelling and eddies affect the formation of fishing grounds by creating an environment with…”
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Characterization of the Variability of the South Pacific Convergence Zone Using Satellite and Reanalysis Wind Products
Published in Journal of climate (01-03-2016)“…The variability of the South Pacific convergence zone (SPCZ) is evaluated using ocean surface wind products derived from the atmospheric reanalysis ERA-Interim…”
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A New Algorithm to Estimate Chlorophyll-A Concentrations in Turbid Yellow Sea Water Using a Multispectral Sensor in a Low-Altitude Remote Sensing System
Published in Remote sensing (Basel, Switzerland) (01-10-2019)“…In this study, a low-altitude remote sensing (LARS) observation system was employed to observe a rapidly changing coastal environment-owed to the regular…”
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Estimation of Hourly Sea Surface Salinity in the East China Sea Using Geostationary Ocean Color Imager Measurements
Published in Remote sensing (Basel, Switzerland) (01-03-2020)“…Sea surface salinity (SSS) is an important tracer for monitoring the Changjiang Diluted Water (CDW) extension into Korean coastal regions; however, observing…”
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18
Decadal Western Pacific Warm Pool Variability: A Centroid and Heat Content Study
Published in Scientific reports (13-10-2017)“…We examine several characteristics of the Western Pacific Warm Pool (WP) in the past thirty years of mixed interannual variability and climate change. Our…”
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A Predictive Model of Seasonal Clothing Demand with Weather Factors
Published in Asia-Pacific journal of atmospheric sciences (01-11-2022)“…New normal weather, more significant variations in temperature and precipitation, and more extreme weather events have resulted in sluggish sales in the…”
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Use of Weather Factors in Clothing Studies in Korea and its Implications: a Review
Published in Asia-Pacific journal of atmospheric sciences (2022)“…Climate change-induced weather changes have a sensitive impact on the clothing industry. Developing a predictive model for demand volatility caused by weather…”
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