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Combining ERA5 data and CYGNSS observations for the joint retrieval of global significant wave height of ocean swell and wind wave: a deep convolutional neural network approach

Journal of geodesy, 2023-08, Vol.97 (8), Article 81

2023

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Accuracy Assessment of Geometric-Distortion Identification Methods for Sentinel-1 Synthetic Aperture Radar Imagery in Highland Mountainous Regions

Sensors (Basel, Switzerland), 2024-05, Vol.24 (9), p.2834

2024

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Developing and Testing Models for Sea Surface Wind Speed Estimation with GNSS-R Delay Doppler Maps and Delay Waveforms

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (22), p.3760

2020

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Joint Retrieval of Sea Surface Rainfall Intensity, Wind Speed, and Wave Height Based on Spaceborne GNSS-R: A Case Study of the Oceans near China

Remote sensing (Basel, Switzerland), 2023-05, Vol.15 (11), p.2757

2023

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Ocean Remote Sensing Using Spaceborne GNSS-Reflectometry: A Review

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.13047-13076

2024

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GloWS-Net: A Deep Learning Framework for Retrieving Global Sea Surface Wind Speed Using Spaceborne GNSS-R Data

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (3), p.590

2023

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Vegetation Water Content Retrieval from Spaceborne GNSS-R and Multi-Source Remote Sensing Data Using Ensemble Machine Learning Methods

Remote sensing (Basel, Switzerland), 2024-08, Vol.16 (15), p.2793

2024

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Spaceborne GNSS-R Wind Speed Retrieval Using Machine Learning Methods

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (14), p.3507

2022

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Evaluation of InSAR Tropospheric Delay Correction Methods in a Low-Latitude Alpine Canyon Region

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (4), p.990

2023

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Land Remote Sensing Applications Using Spaceborne GNSS Reflectometry: A Comprehensive Overview

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.12811-12841

2024

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Estimation of Swell Height Using Spaceborne GNSS-R Data from Eight CYGNSS Satellites

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (18), p.4634

2022

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Spaceborne GNSS Reflectometry

Remote sensing (Basel, Switzerland), 2022-04, Vol.14 (7), p.1605

2022

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Performance Assessment of Positioning Based on Multi-Frequency Multi-GNSS Observations: Signal Quality, PPP and Baseline Solution

IEEE access, 2021, Vol.9, p.5845-5861

2021

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Effectiveness evaluation of DS-InSAR method fused PS points in surface deformation monitoring: a case study of Hongta District, Yuxi City, China

Geomatics, natural hazards and risk, 2023-12, Vol.14 (1)

2023

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Sea Surface Rainfall Detection and Intensity Retrieval Based on GNSS-Reflectometry Data From the CYGNSS Mission

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-15

2022

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Significant Wave Height Retrieval Method Based on Spaceborne GNSS Reflectometry

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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A New Integrated Method of CYGNSS DDMA and LES Measurements for Significant Wave Height Estimation

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Estimating sea surface swell height using a hybrid model combining CNN, ConvLSTM, and FCN based on spaceborne GNSS-R data from the CYGNSS mission

GPS solutions, 2024-07, Vol.28 (3), p.133, Article 133

2024

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Multi-Classification of UWB Signal Propagation Channels Based on One-Dimensional Wavelet Packet Analysis and CNN

IEEE transactions on vehicular technology, 2022-08, Vol.71 (8), p.8534-8547

2022

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The State of the Art of Deep Learning-Based Wi-Fi Indoor Positioning: A Review

IEEE sensors journal, 2024-09, Vol.24 (17), p.27076-27098

2024

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Significant Wave Height Retrieval Based on Multivariable Regression Models Developed With CYGNSS Data

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-15

2023

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An Indoor Wi-Fi Localization Algorithm Using Ranging Model Constructed With Transformed RSSI and BP Neural Network

IEEE transactions on communications, 2022-03, Vol.70 (3), p.2163-2177

2022

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Snow depth estimation based on combination of pseudorange measurements of GNSS geodetic receivers

Advances in space research, 2022-02, Vol.69 (3), p.1439-1450

2022

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Retrieval of Sea Surface Rainfall Intensity Using Spaceborne GNSS-R Data

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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Ocean swell height estimation from spaceborne GNSS-R data using hybrid deep learning model

GPS solutions, 2024-10, Vol.28 (4), p.187, Article 187

2024

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Combining ERA5 data and CYGNSS observations for the joint retrieval of global significant wave height of ocean swell and wind wave: a deep convolutional neural network approach

Accuracy Assessment of Geometric-Distortion Identification Methods for Sentinel-1 Synthetic Aperture Radar Imagery in Highland Mountainous Regions

Developing and Testing Models for Sea Surface Wind Speed Estimation with GNSS-R Delay Doppler Maps and Delay Waveforms

Joint Retrieval of Sea Surface Rainfall Intensity, Wind Speed, and Wave Height Based on Spaceborne GNSS-R: A Case Study of the Oceans near China

Ocean Remote Sensing Using Spaceborne GNSS-Reflectometry: A Review

GloWS-Net: A Deep Learning Framework for Retrieving Global Sea Surface Wind Speed Using Spaceborne GNSS-R Data

Vegetation Water Content Retrieval from Spaceborne GNSS-R and Multi-Source Remote Sensing Data Using Ensemble Machine Learning Methods

Spaceborne GNSS-R Wind Speed Retrieval Using Machine Learning Methods

Evaluation of InSAR Tropospheric Delay Correction Methods in a Low-Latitude Alpine Canyon Region

Land Remote Sensing Applications Using Spaceborne GNSS Reflectometry: A Comprehensive Overview

Estimation of Swell Height Using Spaceborne GNSS-R Data from Eight CYGNSS Satellites

Spaceborne GNSS Reflectometry

Performance Assessment of Positioning Based on Multi-Frequency Multi-GNSS Observations: Signal Quality, PPP and Baseline Solution

Effectiveness evaluation of DS-InSAR method fused PS points in surface deformation monitoring: a case study of Hongta District, Yuxi City, China

Sea Surface Rainfall Detection and Intensity Retrieval Based on GNSS-Reflectometry Data From the CYGNSS Mission

Significant Wave Height Retrieval Method Based on Spaceborne GNSS Reflectometry

A New Integrated Method of CYGNSS DDMA and LES Measurements for Significant Wave Height Estimation

Estimating sea surface swell height using a hybrid model combining CNN, ConvLSTM, and FCN based on spaceborne GNSS-R data from the CYGNSS mission

Multi-Classification of UWB Signal Propagation Channels Based on One-Dimensional Wavelet Packet Analysis and CNN

The State of the Art of Deep Learning-Based Wi-Fi Indoor Positioning: A Review

Significant Wave Height Retrieval Based on Multivariable Regression Models Developed With CYGNSS Data

An Indoor Wi-Fi Localization Algorithm Using Ranging Model Constructed With Transformed RSSI and BP Neural Network

Snow depth estimation based on combination of pseudorange measurements of GNSS geodetic receivers

Retrieval of Sea Surface Rainfall Intensity Using Spaceborne GNSS-R Data

Ocean swell height estimation from spaceborne GNSS-R data using hybrid deep learning model

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