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Coupling of deep learning and remote sensing: a comprehensive systematic literature review

International journal of remote sensing, 2023-01, Vol.44 (1), p.157-193

2023

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Multi-Scale Ship Detection Algorithm Based on a Lightweight Neural Network for Spaceborne SAR Images

Remote sensing (Basel, Switzerland), 2022-03, Vol.14 (5), p.1149

2022

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Temperature scaling unmixing framework based on convolutional autoencoder

International journal of applied earth observation and geoinformation, 2024-05, Vol.129, p.103864, Article 103864

2024

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Performance Evaluation of China’s First Ocean Dynamic Environment Satellite Constellation

Remote sensing (Basel, Switzerland), 2023-10, Vol.15 (19), p.4780

2023

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BO-DRNet: An Improved Deep Learning Model for Oil Spill Detection by Polarimetric Features from SAR Images

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (2), p.264

2022

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SwinYOLOv7: Robust ship detection in complex synthetic aperture radar images

Applied soft computing, 2024-07, Vol.160, p.111704, Article 111704

2024

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Dual-Branch Feature Interaction Network for Coastal Wetland Classification Using Sentinel-1 and 2

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.14368-14379

2024

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YOLOv8-BYTE: Ship tracking algorithm using short-time sequence SAR images for disaster response leveraging GeoAI

International journal of applied earth observation and geoinformation, 2024-04, Vol.128, p.103771, Article 103771

2024

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An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction

International journal of applied earth observation and geoinformation, 2022-08, Vol.112, p.102924, Article 102924

2022

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Estimation of Sea Level Variability in the China Sea and Its Vicinity Using the SARIMA and LSTM Models

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3317-3326

2020

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Multiscale Convolutional Mask Network for Hyperspectral Unmixing

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.3687-3700

2024

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Wetland Vegetation Classification through Multi-Dimensional Feature Time Series Remote Sensing Images Using Mahalanobis Distance-Based Dynamic Time Warping

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (3), p.501

2022

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A Multilevel Spatial and Spectral Feature Extraction Network for Marine Oil Spill Monitoring Using Airborne Hyperspectral Image

Remote sensing (Basel, Switzerland), 2023-03, Vol.15 (5), p.1302

2023

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Theoretical and Experimental Research on Thermal Dynamic Characteristics of Single-Screw Compressor with a New Composite SLIDE Valve

Energies (Basel), 2024-05, Vol.17 (10), p.2385

2024

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Quantitative Inversion Ability Analysis of Oil Film Thickness Using Bright Temperature Difference Based on Thermal Infrared Remote Sensing: A Ground-Based Simulation Experiment of Marine Oil Spill

Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (8), p.2018

2023

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The Impact of Pedestrian Lane Formation by Obstacles on Fire Evacuation Efficiency in the Presence of Unfair Competition

Fire (Basel, Switzerland), 2024-07, Vol.7 (7), p.242

2024

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SVSDet: A Fine-Grained Recognition Method for Ship Target Using Satellite Video

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.4726-4742

2024

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Using GNSS-IR Snow Depth Estimation to Monitor the 2022 Early February Snowstorm over Southern China

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (18), p.4530

2022

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Change Detection Method of High Resolution Remote Sensing Image Based on D-S Evidence Theory Feature Fusion

IEEE access, 2021-01, Vol.9, p.4673-4687

2021

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Remote Sensing Inversion of Typical Offshore Water Quality Parameter Concentration Based on Improved SVR Algorithm

Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (8), p.2104

2023

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A scSE-LinkNet Deep Learning Model for Daytime Sea Fog Detection

Remote sensing (Basel, Switzerland), 2021-12, Vol.13 (24), p.5163

2021

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An Endmember Bundle Extraction Method Based on Multiscale Sampling to Address Spectral Variability for Hyperspectral Unmixing

Remote sensing (Basel, Switzerland), 2021-10, Vol.13 (19), p.3941

2021

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Radiometric and Polarimetric Quality Validation of Gaofen-3 over a Five-Year Operation Period

Remote sensing (Basel, Switzerland), 2023-03, Vol.15 (6), p.1605

2023

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An Improved Kuhn Munkres Algorithm for Ship Matching in Optical Satellite Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2023, Vol.16, p.4724-4738

2023

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Enteromorpha Coverage Information Extraction by 1D-CNN and Bi-LSTM Networks Considering Sample Balance From GOCI Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.9306-9317

2021

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Coupling of deep learning and remote sensing: a comprehensive systematic literature review

Multi-Scale Ship Detection Algorithm Based on a Lightweight Neural Network for Spaceborne SAR Images

Temperature scaling unmixing framework based on convolutional autoencoder

Performance Evaluation of China’s First Ocean Dynamic Environment Satellite Constellation

BO-DRNet: An Improved Deep Learning Model for Oil Spill Detection by Polarimetric Features from SAR Images

SwinYOLOv7: Robust ship detection in complex synthetic aperture radar images

Dual-Branch Feature Interaction Network for Coastal Wetland Classification Using Sentinel-1 and 2

YOLOv8-BYTE: Ship tracking algorithm using short-time sequence SAR images for disaster response leveraging GeoAI

An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction

Estimation of Sea Level Variability in the China Sea and Its Vicinity Using the SARIMA and LSTM Models

Multiscale Convolutional Mask Network for Hyperspectral Unmixing

Wetland Vegetation Classification through Multi-Dimensional Feature Time Series Remote Sensing Images Using Mahalanobis Distance-Based Dynamic Time Warping

A Multilevel Spatial and Spectral Feature Extraction Network for Marine Oil Spill Monitoring Using Airborne Hyperspectral Image

Theoretical and Experimental Research on Thermal Dynamic Characteristics of Single-Screw Compressor with a New Composite SLIDE Valve

Quantitative Inversion Ability Analysis of Oil Film Thickness Using Bright Temperature Difference Based on Thermal Infrared Remote Sensing: A Ground-Based Simulation Experiment of Marine Oil Spill

The Impact of Pedestrian Lane Formation by Obstacles on Fire Evacuation Efficiency in the Presence of Unfair Competition

SVSDet: A Fine-Grained Recognition Method for Ship Target Using Satellite Video

Using GNSS-IR Snow Depth Estimation to Monitor the 2022 Early February Snowstorm over Southern China

Change Detection Method of High Resolution Remote Sensing Image Based on D-S Evidence Theory Feature Fusion

Remote Sensing Inversion of Typical Offshore Water Quality Parameter Concentration Based on Improved SVR Algorithm

A scSE-LinkNet Deep Learning Model for Daytime Sea Fog Detection

An Endmember Bundle Extraction Method Based on Multiscale Sampling to Address Spectral Variability for Hyperspectral Unmixing

Radiometric and Polarimetric Quality Validation of Gaofen-3 over a Five-Year Operation Period

An Improved Kuhn Munkres Algorithm for Ship Matching in Optical Satellite Images

Enteromorpha Coverage Information Extraction by 1D-CNN and Bi-LSTM Networks Considering Sample Balance From GOCI Images

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