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Interpolation of GNSS Position Time Series Using GBDT, XGBoost, and RF Machine Learning Algorithms and Models Error Analysis

Remote sensing (Basel, Switzerland), 2023-09, Vol.15 (18), p.4374

2023

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Response of upper tropospheric water vapor to global warming and ENSO

Scientific reports, 2024-03, Vol.14 (1), p.5995-5995, Article 5995

2024

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A Fast Registration Method for Building Point Clouds Obtained by Terrestrial Laser Scanner via 2-D Feature Points

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.9324-9336

2024

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An Improved Adaptive IVMD-WPT-Based Noise Reduction Algorithm on GPS Height Time Series

Sensors (Basel, Switzerland), 2021-12, Vol.21 (24), p.8295

2021

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An Improved VMD-LSTM Model for Time-Varying GNSS Time Series Prediction with Temporally Correlated Noise

Remote sensing (Basel, Switzerland), 2023-07, Vol.15 (14), p.3694

2023

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The GNSS PWV retrieval using non-observation meteorological parameters based on ERA5 and its relation with precipitation

Geodesy and Geodynamics, 2024-05, Vol.15 (3), p.302-313

2024

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An Improved VMD–EEMD–LSTM Time Series Hybrid Prediction Model for Sea Surface Height Derived from Satellite Altimetry Data

Journal of marine science and engineering, 2023-12, Vol.11 (12), p.2386

2023

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The Relationship of Time Span and Missing Data on the Noise Model Estimation of GNSS Time Series

Remote sensing (Basel, Switzerland), 2023-07, Vol.15 (14), p.3572

2023

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GNSS-TS-NRS: An Open-Source MATLAB-Based GNSS Time Series Noise Reduction Software

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3532

2020

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Contour Extraction of UAV Point Cloud Based on Neighborhood Geometric Features of Multi-Level Growth Plane

Drones (Basel), 2024-06, Vol.8 (6), p.239

2024

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Accuracy Assessment of Object-Oriented Classification Based on Regular Verification Points

Ji guang yu guang dian zi jin zhan, 2020-12, Vol.57 (24), p.241102

2020

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Evaluation of BDS and GPS RAIM availability based on data collected in June 2020

Geodesy and Geodynamics, 2021-05, Vol.12 (3), p.181-189

2021

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Abnormal Training Samples Detection Method Based on Median Absolute Deviation

Ji guang yu guang dian zi jin zhan, 2020-12, Vol.57 (23), p.231202

2020

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Airborne LiDAR Point Cloud Filtering Algorithm Based on Dynamic Threshold

Ji guang yu guang dian zi jin zhan, 2019, Vol.56 (6), p.62802

2019

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MONITORING OF SURFACE SUBSIDENCE OF THE MINING AREA BASED ON SBAS

International archives of the photogrammetry, remote sensing and spatial information sciences., 2018-05, Vol.XLII-3, p.2603-2608

2018

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A Local Shape Descriptor Designed for Registration of Terrestrial Point Clouds

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-13

2024

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Regularization of multiple curves growth building contour points based on multi-curve parameter fusion

IEEE transactions on geoscience and remote sensing, 2024, p.1-1

2024

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Resilient inequality constrained GNSS kinematic precise point positioning considering the terrain topography

Measurement science & technology, 2024-05

2024

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Terrestrial water storage changes over 25 global river basins extracted by local mean decomposition from GRACE Monthly Gravity Field solutions

Acta geodynamica et geomaterialia, 2023-01, Vol.20 (2), p.61-70

Huan, Changmin

2023

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The impact of global warming on ENSO from the perspective of objective signals

Atmospheric research, 2024-04, Vol.299, p.107176, Article 107176

2024

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Strain and Deformation Analysis Using 3D Geological Finite Element Modeling with Comparison to Extensometer and Tiltmeter Observations

Remote sensing (Basel, Switzerland), 2024-10, Vol.16 (21), p.3967

2024

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An improved cyclic multi model-eXtreme gradient boosting (CMM-XGBoost) forecasting algorithm on the GNSS vertical time series

Advances in space research, 2023-01, Vol.71 (1), p.912-935

2023

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A New Algorithm for Predicting Dam Deformation Using Grey Wolf-Optimized Variational Mode Long Short-Term Neural Network

Remote sensing (Basel, Switzerland), 2024-10, Vol.16 (21), p.3978

2024

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Combined Prediction Model for High-Speed Railway Bridge Pier Settlement Based on Robust Weighted Total Least-Squares Autoregression and Adaptive Dynamic Cubic Exponential Smoothing

Journal of surveying engineering, 2023-05, Vol.149 (2)

2023

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Refining Training Samples Using Median Absolute Deviation for Supervised Classification of Remote Sensing Images

Journal of the Indian Society of Remote Sensing, 2019-04, Vol.47 (4), p.647-659

2019

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Interpolation of GNSS Position Time Series Using GBDT, XGBoost, and RF Machine Learning Algorithms and Models Error Analysis

Response of upper tropospheric water vapor to global warming and ENSO

A Fast Registration Method for Building Point Clouds Obtained by Terrestrial Laser Scanner via 2-D Feature Points

An Improved Adaptive IVMD-WPT-Based Noise Reduction Algorithm on GPS Height Time Series

An Improved VMD-LSTM Model for Time-Varying GNSS Time Series Prediction with Temporally Correlated Noise

The GNSS PWV retrieval using non-observation meteorological parameters based on ERA5 and its relation with precipitation

An Improved VMD–EEMD–LSTM Time Series Hybrid Prediction Model for Sea Surface Height Derived from Satellite Altimetry Data

The Relationship of Time Span and Missing Data on the Noise Model Estimation of GNSS Time Series

GNSS-TS-NRS: An Open-Source MATLAB-Based GNSS Time Series Noise Reduction Software

Contour Extraction of UAV Point Cloud Based on Neighborhood Geometric Features of Multi-Level Growth Plane

Accuracy Assessment of Object-Oriented Classification Based on Regular Verification Points

Evaluation of BDS and GPS RAIM availability based on data collected in June 2020

Abnormal Training Samples Detection Method Based on Median Absolute Deviation

Airborne LiDAR Point Cloud Filtering Algorithm Based on Dynamic Threshold

MONITORING OF SURFACE SUBSIDENCE OF THE MINING AREA BASED ON SBAS

A Local Shape Descriptor Designed for Registration of Terrestrial Point Clouds

Regularization of multiple curves growth building contour points based on multi-curve parameter fusion

Resilient inequality constrained GNSS kinematic precise point positioning considering the terrain topography

Terrestrial water storage changes over 25 global river basins extracted by local mean decomposition from GRACE Monthly Gravity Field solutions

The impact of global warming on ENSO from the perspective of objective signals

Strain and Deformation Analysis Using 3D Geological Finite Element Modeling with Comparison to Extensometer and Tiltmeter Observations

An improved cyclic multi model-eXtreme gradient boosting (CMM-XGBoost) forecasting algorithm on the GNSS vertical time series

A New Algorithm for Predicting Dam Deformation Using Grey Wolf-Optimized Variational Mode Long Short-Term Neural Network

Combined Prediction Model for High-Speed Railway Bridge Pier Settlement Based on Robust Weighted Total Least-Squares Autoregression and Adaptive Dynamic Cubic Exponential Smoothing

Refining Training Samples Using Median Absolute Deviation for Supervised Classification of Remote Sensing Images

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