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A new statistical downscaling approach for short‐term forecasting of summer air temperatures through a fusion of deep learning and spatial interpolation.
- Published in:
- Quarterly Journal of the Royal Meteorological Society, 2024, v. 150, n. 760, p. 1222, doi. 10.1002/qj.4643
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- Publication type:
- Article
Development of model output statistics based on the least absolute shrinkage and selection operator regression for forecasting next‐day maximum temperature in South Korea.
- Published in:
- Quarterly Journal of the Royal Meteorological Society, 2022, v. 148, n. 745, p. 1929, doi. 10.1002/qj.4286
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- Publication type:
- Article
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications.
- Published in:
- 2024
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- Publication type:
- Proceeding
Downscaling GLDAS Soil Moisture Data in East Asia through Fusion of Multi-Sensors by Optimizing Modified Regression Trees.
- Published in:
- Water (20734441), 2017, v. 9, n. 5, p. 332, doi. 10.3390/w9050332
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- Publication type:
- Article
Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches.
- Published in:
- Environmental Earth Sciences, 2016, v. 75, n. 15, p. 1, doi. 10.1007/s12665-016-5917-6
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- Publication type:
- Article
Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection.
- Published in:
- Remote Sensing, 2016, v. 8, n. 9, p. 698, doi. 10.3390/rs8090698
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- Publication type:
- Article
Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches.
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- Remote Sensing, 2016, v. 8, n. 3, p. 215, doi. 10.3390/rs8030215
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- Publication type:
- Article
Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea withMid-Incidence Angle Data.
- Published in:
- Remote Sensing, 2016, v. 8, n. 1, p. 57, doi. 10.3390/rs8010057
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- Publication type:
- Article
A Novel Bias Correction Method for Soil Moisture and Ocean Salinity (SMOS) Soil Moisture: Retrieval Ensembles.
- Published in:
- Remote Sensing, 2015, v. 7, n. 12, p. 16045, doi. 10.3390/rs71215824
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- Publication type:
- Article
Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Satellite Based on Machine Learning Approaches.
- Published in:
- Remote Sensing, 2015, v. 7, n. 7, p. 9184, doi. 10.3390/rs70709184
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- Publication type:
- Article
Estimating High Spatial Resolution Air Temperature for Regions with Limited in situ Data Using MODIS Products.
- Published in:
- Remote Sensing, 2014, v. 6, n. 8, p. 7360, doi. 10.3390/rs6087360
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- Publication type:
- Article
Vegetation Cover Analysis of Hazardous Waste Sites in Utah and Arizona Using Hyperspectral Remote Sensing.
- Published in:
- Remote Sensing, 2012, v. 4, n. 2, p. 327, doi. 10.3390/rs4020327
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- Publication type:
- Article
Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks.
- Published in:
- Cryosphere, 2020, v. 14, n. 3, p. 1083, doi. 10.5194/tc-14-1083-2020
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- Publication type:
- Article
Arctic lead detection using a waveform mixture algorithm from CryoSat-2 data.
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- Cryosphere, 2018, v. 12, n. 5, p. 1665, doi. 10.5194/tc-12-1665-2018
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- Publication type:
- Article
Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning.
- Published in:
- Geoscientific Model Development, 2023, v. 16, n. 20, p. 5895, doi. 10.5194/gmd-16-5895-2023
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- Publication type:
- Article
Estimation of ground level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South Korea.
- Published in:
- Atmospheric Chemistry & Physics Discussions, 2018, p. 1, doi. 10.5194/acp-2018-647
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- Publication type:
- Article
Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea.
- Published in:
- Applied Sciences (2076-3417), 2020, v. 10, n. 22, p. 8213, doi. 10.3390/app10228213
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- Publication type:
- Article
Insights into Canopy Escape Ratio from Canopy Structures: Correlations Uncovered through Sentinel-2 and Field Observation.
- Published in:
- Forests (19994907), 2024, v. 15, n. 4, p. 665, doi. 10.3390/f15040665
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- Publication type:
- Article
Zooplankton and micronekton respond to climate fluctuations in the Amundsen Sea polynya, Antarctica.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-46423-1
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- Publication type:
- Article
Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning.
- Published in:
- Geoscientific Model Development Discussions, 2023, p. 1, doi. 10.5194/gmd-2022-276
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- Publication type:
- Article
Geostationary Satellite-Model Data Combined Technique for Tropical Cyclone Formation Detection using Machine Learning.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 4180
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- Publication type:
- Article
Anomalous slow sea ice recovery in fall and winter 2016 by an extreme warming event in mid-latitudes.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 3174
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- Publication type:
- Article
Applying convolutional neural networks for detection of overshooting cloud tops with Himawari-8 satellite data.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 2822
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- Publication type:
- Article
Cyclogenesis recognition using communication, ocean, and meteorological satellite images and machine learning approaches.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 2809
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- Publication type:
- Article
Monitoring of overshooting tops over East Asia using Himawari-8 satellite data and machine learning approaches.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 2640
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- Publication type:
- Article
Potential icing cloud detection from geostationary satellites using machine learning approaches.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 2493
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- Publication type:
- Article
Estimation of Atmosphere-Ocean CO<sub>2</sub> Flux in the East Sea using Geostationary Ocean Color Imager Data.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 2255
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- Publication type:
- Article
Forest fire detection and monitoring in South Korea using geostationary meteorological satellite data.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 2224
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- Publication type:
- Article
Intercomparison of Terrestrial Carbon Fluxes and Carbon Use Efficiency Simulated by CMIP5 Earth System Models.
- Published in:
- Biogeosciences Discussions, 2016, p. 1, doi. 10.5194/bg-2016-536
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- Publication type:
- Article
Synergistic combination of information from ground observations, geostationary satellite, and air quality modeling towards improved PM<sub>2.5</sub> predictability.
- Published in:
- NPJ Climate & Atmospheric Science, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41612-023-00363-w
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- Publication type:
- Article
Detection of deterministic and probabilistic convection initiation using Himawari-8 Advanced Himawari Imager data.
- Published in:
- Atmospheric Measurement Techniques, 2017, v. 10, n. 5, p. 1859, doi. 10.5194/amt-10-1859-2017
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- Publication type:
- Article
Prediction of monthly Arctic sea ice concentration using satellite and reanalysis data based on convolutional neural networks.
- Published in:
- Cryosphere Discussions, 2019, p. 1, doi. 10.5194/tc-2019-159
- By:
- Publication type:
- Article
Arctic lead detection using a waveform mixture algorithm from CryoSat-2 data.
- Published in:
- 2017
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- Publication type:
- Abstract
Prediction of the Arctic Oscillation in boreal winter by dynamical seasonal forecasting systems.
- Published in:
- Geophysical Research Letters, 2014, v. 41, n. 10, p. 3577, doi. 10.1002/2014GL060011
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- Publication type:
- Article
Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data.
- Published in:
- Forests (19994907), 2018, v. 9, n. 5, p. 268, doi. 10.3390/f9050268
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- Publication type:
- Article
Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML.
- Published in:
- Remote Sensing, 2024, v. 16, n. 13, p. 2348, doi. 10.3390/rs16132348
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- Publication type:
- Article
Novel Features of Canopy Height Distribution for Aboveground Biomass Estimation Using Machine Learning: A Case Study in Natural Secondary Forests.
- Published in:
- Remote Sensing, 2023, v. 15, n. 18, p. 4364, doi. 10.3390/rs15184364
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- Publication type:
- Article
Performance of Drought Indices in Assessing Rice Yield in North Korea and South Korea under the Different Agricultural Systems.
- Published in:
- Remote Sensing, 2022, v. 14, n. 23, p. 6161, doi. 10.3390/rs14236161
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- Publication type:
- Article
An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels.
- Published in:
- Remote Sensing, 2022, v. 14, n. 19, p. 4800, doi. 10.3390/rs14194800
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- Publication type:
- Article
Multi-Platform LiDAR for Non-Destructive Individual Aboveground Biomass Estimation for Changbai Larch (Larix olgensis Henry) Using a Hierarchical Bayesian Approach.
- Published in:
- Remote Sensing, 2022, v. 14, n. 17, p. 4361, doi. 10.3390/rs14174361
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- Publication type:
- Article
All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning.
- Published in:
- Remote Sensing, 2022, v. 14, n. 8, p. N.PAG, doi. 10.3390/rs14081815
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- Publication type:
- Article
High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension.
- Published in:
- Remote Sensing, 2022, v. 14, n. 3, p. 575, doi. 10.3390/rs14030575
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- Publication type:
- Article
A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite Imagery.
- Published in:
- Remote Sensing, 2022, v. 14, n. 2, p. 426, doi. 10.3390/rs14020426
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- Publication type:
- Article
The Potential Role of News Media to Construct a Machine Learning Based Damage Mapping Framework.
- Published in:
- Remote Sensing, 2021, v. 13, n. 7, p. 1401, doi. 10.3390/rs13071401
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- Publication type:
- Article
Synergistic Use of Hyperspectral UV-Visible OMI and Broadband Meteorological Imager MODIS Data for a Merged Aerosol Product.
- Published in:
- Remote Sensing, 2020, v. 12, n. 23, p. 3987, doi. 10.3390/rs12233987
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- Publication type:
- Article
Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks.
- Published in:
- Remote Sensing, 2020, v. 12, n. 21, p. 3552, doi. 10.3390/rs12213552
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- Publication type:
- Article
Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output.
- Published in:
- Remote Sensing, 2020, v. 12, n. 21, p. 3499, doi. 10.3390/rs12213499
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- Publication type:
- Article
Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions.
- Published in:
- Remote Sensing, 2020, v. 12, n. 18, p. 2934, doi. 10.3390/rs12182934
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- Publication type:
- Article
Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days.
- Published in:
- Remote Sensing, 2020, v. 12, n. 9, p. 1398, doi. 10.3390/rs12091398
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- Publication type:
- Article
Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery.
- Published in:
- Remote Sensing, 2020, v. 12, n. 7, p. 1097, doi. 10.3390/rs12071097
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- Publication type:
- Article