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Longshan Yang

TSANet: A deep learning framework for the delineation of agricultural fields utilizing satellite image time series
2024 · Shuai Yan, Xiaochuang Yao, et al. · Computers and Electronics in Agriculture · 39
Glacier classification from Sentinel-2 imagery using spatial-spectral attention convolutional model
2021 · Shuai Yan, Linlin Xu, et al. · International Journal of Applied Earth Observation and Geoinformation · 23
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Combined Nonlocal Spatial Information and Spatial Group Sparsity in NMF for Hyperspectral Unmixing
2019 · Longshan Yang, Junhuan Peng, et al. · IEEE Geoscience and Remote Sensing Letters · 18
Impacts of meteorological and precursor emission factors on PM2.5 and O3 from 2019 to 2022: Insights from multiple perspectives
2025 · Decai Gong, Ning Du, et al. · Atmospheric Research · 15
Improved tide level prediction model combined GA-BP neural networks and GNSS SNR data
2024 · Linghuo Jian, Xinpeng Wang, et al. · Advances in Space Research · 10
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A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa
2024 · Longshan Yang, Peng Luo, et al. · International Journal of Applied Earth Observation and Geoinformation · 8
Joint estimation of PM2.5 and O3 concentrations using a hybrid model in Beijing-Tianjin-Hebei, China
2024 · Decai Gong, Ning Du, et al. · Atmospheric Pollution Research · 7
Fusion of PSO-SVM and ICEEMDAN for high stability GNSS-MR sea level height estimation
2024 · Linghuo Jian, Xinpeng Wang, et al. · All Earth · 6
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising
2020 · Longshan Yang, Linlin Xu, et al. · IEEE Transactions on Geoscience and Remote Sensing · 6
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field
2016 · Yuan Fang, Linlin Xu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 5
Inversion of soil heavy metal content in surface coal mine area based on fractional-order derivative and reindeer cyclone optimization algorithm support vector regression
2026 · Yuanlin Chen, Hong Wang, et al. · Environmental Geochemistry and Health · 3
Spatial and Temporal Characterization of PM2.5 and Meteorological Factors in China During the COVID-19 Period
2025 · Qianlin Jiang, Xinpeng Wang, et al. · Aerosol and Air Quality Research · 2
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Hyperspectral Image Clustering by Superpixel- Based Low-Rank Constrained Bipartite Graph Learning
2024 · Zailong Yuan, Longshan Yang · IEEE Geoscience and Remote Sensing Letters · 2
Semisupervised Hyperspectral Image Classification via Superpixel-Based Graph Regularization With Local and Nonlocal Features
2022 · Longshan Yang, Junhuan Peng, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2
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Multispectral Images Pan-Sharpening Based on Atrous Convolution Network and Deep Residual Network
2019 · Tiantian Wang, Longshan Yang, et al. · International Conference on Advances in Image Processing (ICAIP) · 2
An approach combining CEEMDAN-Wavelet denoising and MK test for identifying GNSS carrier phase diffraction errors
2026 · Baoyun Fang, Xinpeng Wang, et al. · Measurement · 1
NLOS signal identification in urban canyons based on a hybrid LSTM_LightGBM model
2026 · Fuqiong Yan, Xinpeng Wang, et al. · Journal of Applied Geodesy
An improved optimization deep nonnegative matrix factorization for hyperspectral unmixing
2026 · Jianhong Wu, Xiaojuan Liu, et al. · Science of Remote Sensing
Hyperspectral Inversion of Total Phosphorus Content in Mine Reclamation Soil Based on Bilstm-Am Modelling
2025 · Shiyu Ren, Jun Xiong, et al. · SSRN Electronic Journal
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model
2016 · Xiao Sun, Linlin Xu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint
2016 · Longshan Yang, Linlin Xu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Works count: 21
Citation count: 149
H-index: 7
I10-index: 5
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