Lingjia Gu

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

Shuting Yang, Lingjia Gu, Xiaofeng Li et al. · Remote Sensing · 2020 · 102 citations · Full text

Optimal Feature Selection, Remote Sensing Images, Convolutional Neural Network +23

MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation

Yan Wang, Lingjia Gu, Tao Jiang et al. · IEEE Geoscience and Remote Sensing Letters · 2023 · 62 citations

Convolutional Neural Network, Precision Agriculture, Engineering +20

Building Extraction From Very High-Resolution Remote Sensing Images Using Refine-UNet

Weiyan Qiu, Lingjia Gu, Fang Gao et al. · IEEE Geoscience and Remote Sensing Letters · 2023 · 53 citations

Convolutional Neural Network, Scene Analysis, Engineering +23

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

Xuming Shi, Lingjia Gu, Tao Jiang et al. · Remote Sensing · 2022 · 41 citations · Full text

Environmental Monitoring, Engineering, Multispectral Imaging +19

A Dynamic Snow Depth Inversion Algorithm Derived From AMSR2 Passive Microwave Brightness Temperature Data and Snow Characteristics in Northeast China

Yanlin Wei, Xiaofeng Li, Lingjia Gu et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 27 citations · Full text

Environmental Monitoring, Engineering, Northeast China +19