Laidian Xi, Junchuan Yu*, Daqing Ge, Ping Zhou, Changhong Hou, Yichuan Li, Yangyang Chen and Yuanbiao Dong, SAM-CFFNet: SAM-Based Cross-Feature Fusion Network for Intelligent Identification of Landslides. Remote Sensing. 2024, 16(13):2334. [link] [code]
Yichuan Li, Junchuan Yu*, Ming Wang, Minying Xie, Laidian Xi, Yunxuan Pang, and Changhong Hou, Research on the Optimization of Multi-Class Land Cover Classification Using Deep Learning with Multispectral Images. Land. 2024, 13(5): 603. [link] [code]
Qiong Wu, Daqing Ge, Junchuan Yu*, Ling Zhang, Yanni Ma, Yangyang Chen, Xiangxing Wan, Yu Wang, and Li Zhang. Active Deformation Areas of Potential Landslide Mapping with a Generalized Convolutional Neural Network. Remote Sensing. 2024,16(6): 1090. [link]
Yunxuan Pang, Junchuan Yu*, Laidian Xi, Daqing Ge, et al., Remote Sensing Extraction of Lakes on the Tibetan Plateau Based on the Google Earth Engine and Deep Learning. Remote Sensing. 2023, 16(3): 583. [link]
Yanni Ma, Junchuan Yu*, Qiong Wu, et al.,Glacier remote sensing information extraction based on improved DeepLab v3. Fourth International Conference on Geoscience and Remote Sensing Mapping. 2023, 12551:1-7. [link]
Junchuan Yu*, Liang Zhang, Qiang Li, et al., 3D autoencoder algorithm for lithological mapping using ZY-1 02D hyperspectral imagery: a case study of Liuyuan region.Journal of Applied Remote Sensing. 2021, 15(4): 42610. [link] [code]
Junchuan Yu*, Yichuan Li, Xiangxiang Zheng, et al., An effective cloud detection method for Gaofen-5 images via deep learning.Remote Sensing. 2020, 12(13): 2106. [link] [code]
Yichuan Li, Junchuan Yu*, Xuezhong Yu, et al., Analysis of seismic controlling factors of the Danjiangkou reservoir based on remote sensing and aeromagnetic data. Seventh Symposium on Novel Photoelectronic Detection Technology and Applications. 2021, 11763: 1-7. [link]
Junchuan Yu, Yichuan Li*, Bokun Yan, et al., Comparison of GaoFen-5 hyperspectral and airborne hyperspectral imagery: case study of Gossan identification in Subei area. Seventh Symposium on Novel Photoelectronic Detection Technology and Applications. 2021, 11763: 1479-1483. [link]
Yichuan Li, Junchuan Yu*, Xuezhong Yu, et al.,Investigation and Analysis of Airborne Gamma Radiation Absorbed Dose Rate of Danjiangkou Reservoir. Symposium on Novel Photoelectronic Detection Technology and Applications.2020.DOI:10.1117/12.2587261. [link]
Junchuan Yu, Yichuan Li*, Siqun Zheng, et al., Knowledge guided classification of airborne hyperspectral images with deep convolutional neural network. AOPC 2020: Optical Spectroscopy and Imaging, and Biomedical Optics. 2020, 11566: 67-71. link
Junchuan Yu, Yichuan Li*, Xiangxiang Xiangxiang, et al., Radiometric optimization of airborne hyperspectral imagery for large-scale geological applications. Sixth Symposium on Novel Optoelectronic Detection Technology and Applications. 2020, 11455: 905-910. link
Junchuan Yu*, Bokun Yan, Wenliang Liu, et al., Seamless Mosaicking of Multi-strip Airborne Hyperspectral Images Based on Hapke Model. International Conference on Sensing and Imaging. 2019, 506:285-292. link
Junchuan Yu* and Bokun Yan, Efficient solution of large-scale domestic hyperspectral data processing and geological application. 2017 International Workshop on Remote Sensing with Intelligent Processing (RSIP). 2017: 44565. link
Junchuan Yu*, Wenliang Liu, Bokun Yan, et al., Inversion of geochemical compositions of basalts based on field measured spectra. Remote Sensing for Land & Resources. 2017, 29(1): 158-163. link
Junchuan Yu, Xuanxue Mo*, Xuehui Yu, et al., Petrogenesis and geological implications of the Late Triassic potassic-ultrapotassic rocks in Changdu Block, northern segment of the Sanjiang area. Acta Petrologica Sinica. 2014, 30(11): 3334-3344. link
Junchuan Yu, Xuanxue Mo*, Yichuan Li, et al., The Cenozoic Basalts From Simao Microcontinent, Eastern Tibet Plateau: The Geochemical Characteristics and Tectonic Significance. Acta Geologica Sinica. 2013, 87:88-89. link
Junchuan Yu, Xuanxue Mo*, Xuehui Yu, et al., Petrogenesis of Late Triassic Volcanic Rocks from Changdu Microcontinent, NE Tibet (West China): Constraints from Geochemistry and Sr-Nd-Pb Isotopes. Acta Geologica Sinica. 2013, 87: 123-137. link
Junchuan Yu, Xuanxue Mo*, Xuehui Yu, et al., Geochemical characteristics and petrogenesis of Permian basaltic rocks in Keping area, Western Tarim basin: A record of plume-lithosphere interaction. Journal of Earth Science. 2012, 23(4): 442-454. link
Junchuan Yu, Xuanxue Mo*, Guochen Dong, et al., Felsic volcanic rocks from northern Tarim, NW China: Zircon U-Pb dating and geochemical characteristics. Acta Petrologica Sinica. 2011, 27(7): 2184-2194. link