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Journal Articles
- 2024
[j29]Xuming Shi, Lingjia Gu, Xiaofeng Li, Tao Jiang, Tong Gao:
Automated spectral transfer learning strategy for semi-supervised regression on Chlorophyll-a retrievals with Sentinel-2 imagery. Int. J. Digit. Earth 17(1) (2024)- [j28]Yuhan Wang, Lingjia Gu
, Xiaofeng Li, Xintong Fan:
An Effective Fractional Snow Cover Estimation Method Using Deep Feature Snow Index. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j27]Guangan Yu, Lingjia Gu, Xiaofeng Li, Xintong Fan:
Forest Snow Depth Estimation Based on Optimized Features and DNN Network Using C-Band SAR Data. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j26]Tong Gao, Lingjia Gu, Hao Chen:
Tensor Ring Discriminant Analysis Used for Dimension Reduction of Remote Sensing Feature Tensor. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j25]Dezhi Kong, Lingjia Gu, Xiaofeng Li, Fang Gao:
Multiscale Residual Dense Network for the Super-Resolution of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j24]Lilan Li, Lingjia Gu, Xiaofeng Li, Tao Jiang, Xintong Fan:
Adaptive Bilateral-Total-Variation Regularization Algorithm for Enhancing HY2-SCAT Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - 2023
- [j23]Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang:
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China. Int. J. Digit. Earth 16(1): 1164-1185 (2023) - [j22]Weiyan Qiu, Lingjia Gu, Fang Gao, Tao Jiang:
Building Extraction From Very High-Resolution Remote Sensing Images Using Refine-UNet. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j21]Yan Wang, Lingjia Gu, Tao Jiang, Fang Gao:
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j20]Tong Gao, Lingjia Gu, Hao Chen, Bin Zhou:
Domain Adaptation Support Tensor Machine: An Extended STM for Object Recognition Using Cross-Source Heterogeneous Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-21 (2023) - [j19]Mingda Jiang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang:
Ship Contour Extraction From SAR Images Based on Faster R-CNN and Chan-Vese Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j18]Yuhan Wang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang:
Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - 2022
- [j17]Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Zhaojun Zheng:
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. 19: 1-5 (2022) - [j16]Xiaoxin Zhu, Lingjia Gu, Xiaofeng Li, Tao Jiang:
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. 19: 1-5 (2022) - [j15]Yanlin Wei, Xiaofeng Li, Li Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Xiaojie Li:
An Approach to Improve the Spatial Resolution and Accuracy of AMSR2 Passive Microwave Snow Depth Product Using Machine Learning in Northeast China. Remote. Sens. 14(6): 1480 (2022) - [j14]Xuming Shi, Lingjia Gu, Tao Jiang, Xingming Zheng, Wen Dong, Zui Tao:
Retrieval of Chlorophyll-a Concentrations Using Sentinel-2 MSI Imagery in Lake Chagan Based on Assessments with Machine Learning Models. Remote. Sens. 14(19): 4924 (2022) - [j13]Yuhan Wang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang, Ruizhi Ren:
An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes With High Spatial Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j12]Shuting Yang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang:
Fully Automated Classification Method for Crops Based on Spatiotemporal Deep-Learning Fusion Technology. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - 2021
- [j11]Fachuan He, Lingjia Gu, Xingming Zheng, Ruizhi Ren:
Semiempirical Calibration of the WCM for Estimating Maize Biomass in Northeast China. IEEE Geosci. Remote. Sens. Lett. 18(4): 582-586 (2021) - [j10]Yuhan Wang, Lingjia Gu, Xiaofeng Li, Ruizhi Ren:
Building Extraction in Multitemporal High-Resolution Remote Sensing Imagery Using a Multifeature LSTM Network. IEEE Geosci. Remote. Sens. Lett. 18(9): 1645-1649 (2021) - [j9]Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Xiaojie Li, Xiangkun Wan:
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. 14: 5123-5136 (2021) - 2020
- [j8]Shuting Yang, Lingjia Gu, Xiaofeng Li, Tao Jiang, Ruizhi Ren:
Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery. Remote. Sens. 12(19): 3119 (2020) - [j7]Bin Wu, Xiaofeng Li, Kai Zhao, Tao Jiang, Xingming Zheng, Xiaojie Li, Lingjia Gu, Xiaolong Wang:
A Nondestructive Conductivity Estimating Method for Saline-Alkali Land Based on Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 58(4): 2605-2614 (2020) - 2019
- [j6]Lingjia Gu, Xintong Fan, Xiaofeng Li, Yanlin Wei:
Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China. Remote. Sens. 11(24): 3037 (2019) - 2018
- [j5]Lingjia Gu, Ruizhi Ren, Xiaofeng Li, Kai Zhao:
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. 11(7): 2210-2222 (2018) - 2016
- [j4]Lingjia Gu, Kai Zhao, Bormin Huang:
Microwave Unmixing With Video Segmentation for Inferring Broadleaf and Needleleaf Brightness Temperatures and Abundances From Mixed Forest Observations. IEEE Trans. Geosci. Remote. Sens. 54(1): 279-286 (2016) - [j3]Lingjia Gu, Ruizhi Ren, Xiaofeng Li:
Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations. IEEE Trans. Geosci. Remote. Sens. 54(12): 7279-7291 (2016) - 2015
- [j2]Melin Huang, Bormin Huang, Lingjia Gu, Hung-Lung Allen Huang, Mitchell D. Goldberg:
Parallel GPU architecture framework for the WRF Single Moment 6-class microphysics scheme. Comput. Geosci. 83: 17-26 (2015) - 2011
- [j1]Lingjia Gu, Ruizhi Ren, Shuang Zhang:
Automatic Cloud Detection and Removal Algorithm for MODIS Remote Sensing Imagery. J. Softw. 6(7): 1289-1296 (2011)
Conference and Workshop Papers
- 2018
- [c5]Yuhan Wang, Lingjia Gu, Ruizhi Ren, Xu Zheng, Xintong Fan:
A land-cover classification method of high-resolution remote sensing imagery based on convolution neural network. Earth Observing Systems 2018: 107641Y - 2016
- [c4]Bin Wu, Kai Zhao, Lingjia Gu, Qiong Cao, Xiaofeng Li, Xingming Zheng:
A linear signal transmission system calibration method of wideband GPR. Earth Observing Systems 2016: 99721S - 2015
- [c3]Tala Liu, Lingjia Gu, Shuang Zhang, Haoyang Fu:
Noise characteristics research of Overhauser magnetometer sensor. Earth Observing Systems 2015: 960728 - 2014
- [c2]Jian Sun, Kai Zhao, Tao Jiang, Lingjia Gu:
Correction method of physical temperature variation for airborne double-antenna microwave radiometer. Earth Observing Systems 2014: 92181R - 2006
- [c1]Lingjia Gu, Shuxu Guo, Jin Duan, Wenbo Jing, Ruizhi Ren:
Research of the novel fast dynamic target detection method. CAINE 2006: 32-36
Coauthor Index
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