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Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images

ISPRS journal of photogrammetry and remote sensing, 2019-11, Vol.157, p.155-170

2019

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Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML

Remote sensing (Basel, Switzerland), 2024-07, Vol.16 (13), p.2348

2024

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Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3552

2020

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Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3499

2020

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Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network

Remote sensing (Basel, Switzerland), 2019-08, Vol.11 (15), p.1741

2019

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Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations

International journal of applied earth observation and geoinformation, 2024-08, Vol.132, p.104029, Article 104029

2024

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Remote sensing of sea surface salinity: challenges and research directions

GIScience and remote sensing, 2023-12, Vol.60 (1)

2023

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Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning

GIScience and remote sensing, 2023-12, Vol.60 (1)

2023

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Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1097

2020

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Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning

Geoscientific Model Development, 2023-10, Vol.16 (20), p.5895-5914

2023

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Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks

The cryosphere, 2020-03, Vol.14 (3), p.1083-1104

2020

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Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-12, Vol.11 (12), p.4604-4617

2018

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Unexpectedly high energy density of a Li-Ion battery by oxygen redox in LiNiO2 cathode: First-principles study

Electrochimica acta, 2019-01, Vol.294, p.166-172

2019

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CHIP controls necroptosis through ubiquitylation- and lysosome-dependent degradation of RIPK3

Nature cell biology, 2016-03, Vol.18 (3), p.291

2016

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Tuning the catalytic activity of heterogeneous two-dimensional transition metal dichalcogenides for hydrogen evolution

Journal of materials chemistry. A, Materials for energy and sustainability, 2018, Vol.6 (41), p.20005-20014

2018

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First-principles study on thermodynamic stability of the hybrid interfacial structure of LiMn2O4 cathode and carbonate electrolyte in Li-ion batteries

Physical chemistry chemical physics : PCCP, 2018, Vol.20 (17), p.11592-11597

2018

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A 14-nm 0.14-psrms Fractional-N Digital PLL With a 0.2-ps Resolution ADC-Assisted Coarse/Fine-Conversion Chopping TDC and TDC Nonlinearity Calibration

IEEE journal of solid-state circuits, 2017-12, Vol.52 (12), p.3446-3457

2017

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Beclin 1 functions as a negative modulator of MLKL oligomerisation by integrating into the necrosome complex

Cell death and differentiation, 2020-11, Vol.27 (11), p.3065-3081

2020

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Multifaceted C-terminus of HSP70-interacting protein regulates tumorigenesis via protein quality control

Archives of Pharmacal Research, 2019, 42(1), , pp.63-75

2019

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Energetic particle flux measurements from the Korean space weather monitor particle detector: a comparative study with the MPS-HI onboard GOES-16

Earth, planets, and space, 2024-12, Vol.76 (1), p.46-13, Article 46

2024

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Development of Chemical and Mechanical Acceleration Stress Test Method for PEMFC Polymer Membranes

The Korean journal of chemical engineering, 2024-02, Vol.41 (2), p.545-552

2024

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First-principles study on thermodynamic stability of the hybrid interfacial structure of LiMn2O4 cathode and carbonate electrolyte in Li-ion batteriesElectronic supplementary information (ESI) available. See DOI: 10.1039/c7cp08037a

2018-05

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First-principles computational study of Ni/α-Al2O3 hybrid interface reactions under extreme thermodynamic conditions

Applied surface science, 2020-04, Vol.509, p.144861, Article 144861

2020

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First-principles study on thermodynamic stability of the hybrid interfacial structure of LiMn 2 O 4 cathode and carbonate electrolyte in Li-ion batteries

Physical chemistry chemical physics : PCCP, 2018-03, Vol.20 (17), p.11592-11597

2018

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CoFeS2@CoS2 Nanocubes Entangled with CNT for Efficient Bifunctional Performance for Oxygen Evolution and Oxygen Reduction Reactions

Nanomaterials (Basel, Switzerland), 2022-03, Vol.12 (6), p.983

2022

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Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images

Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML

Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks

Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output

Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network

Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations

Remote sensing of sea surface salinity: challenges and research directions

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery

Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning

Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks

Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery

Unexpectedly high energy density of a Li-Ion battery by oxygen redox in LiNiO2 cathode: First-principles study

CHIP controls necroptosis through ubiquitylation- and lysosome-dependent degradation of RIPK3

Tuning the catalytic activity of heterogeneous two-dimensional transition metal dichalcogenides for hydrogen evolution

First-principles study on thermodynamic stability of the hybrid interfacial structure of LiMn2O4 cathode and carbonate electrolyte in Li-ion batteries

A 14-nm 0.14-psrms Fractional-N Digital PLL With a 0.2-ps Resolution ADC-Assisted Coarse/Fine-Conversion Chopping TDC and TDC Nonlinearity Calibration

Beclin 1 functions as a negative modulator of MLKL oligomerisation by integrating into the necrosome complex

Multifaceted C-terminus of HSP70-interacting protein regulates tumorigenesis via protein quality control

Energetic particle flux measurements from the Korean space weather monitor particle detector: a comparative study with the MPS-HI onboard GOES-16

Development of Chemical and Mechanical Acceleration Stress Test Method for PEMFC Polymer Membranes

First-principles study on thermodynamic stability of the hybrid interfacial structure of LiMn2O4 cathode and carbonate electrolyte in Li-ion batteriesElectronic supplementary information (ESI) available. See DOI: 10.1039/c7cp08037a

First-principles computational study of Ni/α-Al2O3 hybrid interface reactions under extreme thermodynamic conditions

First-principles study on thermodynamic stability of the hybrid interfacial structure of LiMn 2 O 4 cathode and carbonate electrolyte in Li-ion batteries

CoFeS2@CoS2 Nanocubes Entangled with CNT for Efficient Bifunctional Performance for Oxygen Evolution and Oxygen Reduction Reactions

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