Lingjia Gu

Orcid: 0000-0002-4909-2263

According to our database1, Lingjia Gu authored at least 34 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Automated spectral transfer learning strategy for semi-supervised regression on Chlorophyll-a retrievals with Sentinel-2 imagery.
Int. J. Digit. Earth, December, 2024

Adaptive Bilateral-Total-Variation Regularization Algorithm for Enhancing HY2-SCAT Data.
IEEE Trans. Geosci. Remote. Sens., 2024

Multiscale Residual Dense Network for the Super-Resolution of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Tensor Ring Discriminant Analysis Used for Dimension Reduction of Remote Sensing Feature Tensor.
IEEE Trans. Geosci. Remote. Sens., 2024

Forest Snow Depth Estimation Based on Optimized Features and DNN Network Using C-Band SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2024

An Effective Fractional Snow Cover Estimation Method Using Deep Feature Snow Index.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China.
Int. J. Digit. Earth, December, 2023

Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Ship Contour Extraction From SAR Images Based on Faster R-CNN and Chan-Vese Model.
IEEE Trans. Geosci. Remote. Sens., 2023

Domain Adaptation Support Tensor Machine: An Extended STM for Object Recognition Using Cross-Source Heterogeneous Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2023

MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2023

Building Extraction From Very High-Resolution Remote Sensing Images Using Refine-UNet.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Fully Automated Classification Method for Crops Based on Spatiotemporal Deep-Learning Fusion Technology.
IEEE Trans. Geosci. Remote. Sens., 2022

An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes With High Spatial Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

An Approach to Improve the Spatial Resolution and Accuracy of AMSR2 Passive Microwave Snow Depth Product Using Machine Learning in Northeast China.
Remote. Sens., 2022

Retrieval of Chlorophyll-a Concentrations Using Sentinel-2 MSI Imagery in Lake Chagan Based on Assessments with Machine Learning Models.
Remote. Sens., 2022

Snow Depth Estimation Based on Parameter Combinations Selection and Machine Learning Algorithm Using C-Band SAR Data in Northeast China.
IEEE Geosci. Remote. Sens. Lett., 2022

A Fine-Resolution Snow Depth Retrieval Algorithm From Enhanced-Resolution Passive Microwave Brightness Temperature Using Machine Learning in Northeast China.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
A Dynamic Snow Depth Inversion Algorithm Derived From AMSR2 Passive Microwave Brightness Temperature Data and Snow Characteristics in Northeast China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Building Extraction in Multitemporal High-Resolution Remote Sensing Imagery Using a Multifeature LSTM Network.
IEEE Geosci. Remote. Sens. Lett., 2021

Semiempirical Calibration of the WCM for Estimating Maize Biomass in Northeast China.
IEEE Geosci. Remote. Sens. Lett., 2021

2020
A Nondestructive Conductivity Estimating Method for Saline-Alkali Land Based on Ground Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens., 2020

Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery.
Remote. Sens., 2020

2019
Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China.
Remote. Sens., 2019

2018
Snow Depth Retrieval Based on a Multifrequency Passive Microwave Unmixing Method for Saline-Alkaline Land in the Western Jilin Province of China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A land-cover classification method of high-resolution remote sensing imagery based on convolution neural network.
Proceedings of the Earth Observing Systems XXIII, 2018

2016
Microwave Unmixing With Video Segmentation for Inferring Broadleaf and Needleleaf Brightness Temperatures and Abundances From Mixed Forest Observations.
IEEE Trans. Geosci. Remote. Sens., 2016

Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations.
IEEE Trans. Geosci. Remote. Sens., 2016

A linear signal transmission system calibration method of wideband GPR.
Proceedings of the Earth Observing Systems XXI, SPIE Optical Engineering + Applications, San Diego, California, USA, 28 August, 2016

2015
Parallel GPU architecture framework for the WRF Single Moment 6-class microphysics scheme.
Comput. Geosci., 2015

Noise characteristics research of Overhauser magnetometer sensor.
Proceedings of the Earth Observing Systems XX, 2015

2014
Correction method of physical temperature variation for airborne double-antenna microwave radiometer.
Proceedings of the Earth Observing Systems XIX, 2014

2011
Automatic Cloud Detection and Removal Algorithm for MODIS Remote Sensing Imagery.
J. Softw., 2011

2006
Research of the novel fast dynamic target detection method.
Proceedings of the ISCA 19th International Conference on Computer Applications in Industry and Engineering, 2006


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