Data-Gap Filling to Understand the Dynamic Feedback Pattern of Soil. - Shanxin Guo; Lingkui Meng; A-Xing Zhu; James E. Burt; Fei Du; Jing Liu; Guiming Zhang (Remote. Sens., 2015)

Enhancement of Class Separability for Polarimetric TerraSAR-X Data and Its Application to Crop Classification in Leizhou Peninsula, Southern China. - Hongzhong Li; Yu Han; Jinsong Chen 001; Shanxin Guo (GSES, 2016)

Mapping the Distribution of Exotic Mangrove Species in Shenzhen Bay Using Worldview-2 Imagery. - Hongzhong Li; Yu Han; Jinsong Chen 001; Shanxin Guo (GSES, 2016)

Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area. - Shanxin Guo; A-Xing Zhu; Lingkui Meng; James E. Burt; Fei Du; Jing Liu; Guiming Zhang (Int. J. Appl. Earth Obs. Geoinformation, 2016)

MODIS ocean color product downscaling via spatio-temporal fusion and regression: The case of chlorophyll-a in coastal waters. - Shanxin Guo; Bo Sun; Hankui K. Zhang; Jing Liu; Jinsong Chen 001; Jiujuan Wang; Xiaoli Jiang; Yan Yang (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Identification of Short-Rotation Eucalyptus Plantation at Large Scale Using Multi-Satellite Imageries and Cloud Computing Platform. - Xinping Deng; Shanxin Guo; Luyi Sun; Jinsong Chen 001 (Remote. Sens., 2020)

Adaptive Distance-Weighted Voronoi Tessellation for Remote Sensing Image Segmentation. - Xiaoli Li 014; Jinsong Chen 001; Longlong Zhao; Shanxin Guo; Luyi Sun; Xuemei Zhao (Remote. Sens., 2020)

Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas. - Luyi Sun; Jinsong Chen 001; Shanxin Guo; Xinping Deng; Yu Han (Remote. Sens., 2020)

Improved SRGAN for Remote Sensing Image SuperResolution Across Locations and Sensors. - Yingfei Xiong 002; Shanxin Guo; Jinsong Chen 001; Xinping Deng; Luyi Sun; Xiaorou Zheng; Wenna Xu (Remote. Sens., 2020)

High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction. - Wenna Xu; Xinping Deng; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Xiaorou Zheng; Yingfei Xiong 002; Yuan Shen; Xiaoqin Wang (Sensors, 2020)

Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification. - Chuang Lin 001; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Xiaorou Zheng; Yan Yang; Yingfei Xiong 002 (Remote. Sens., 2021)

Full Parameter Time Complexity (FPTC): A Method to Evaluate the Running Time of Machine Learning Classifiers for Land Use/Land Cover Classification. - Xiaorou Zheng; Jianxin Jia; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Yingfei Xiong 002; Wenna Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping. - Guiming Zhang; A-Xing Zhu; Jing Liu; Shanxin Guo; Yunqiang Zhu (Trans. GIS, 2021)

Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images. - Jianxin Jia; Xiaorou Zheng; Shanxin Guo; Yueming Wang 002; Jinsong Chen 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

High Quality Object Detection for Multiresolution Remote Sensing Imagery Using Cascaded Multi-Stage Detectors. - Binglong Wu; Yuan Shen; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Hongzhong Li; Yong Ao (Remote. Sens., 2022)

Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study. - Jianxin Jia; Jinsong Chen 001; Xiaorou Zheng; Yueming Wang 002; Shanxin Guo; Haibin Sun; Changhui Jiang; Mika Karjalainen; Kirsi Karila; Zhiyong Duan; Tinghuai Wang; Chong Xu; et al. (IEEE Trans. Geosci. Remote. Sens., 2022)

Stability Analysis of Unmixing-Based Spatiotemporal Fusion Model: A Case of Land Surface Temperature Product Downscaling. - Min Li; Shanxin Guo; Jinsong Chen 001; Yuguang Chang; Luyi Sun; Longlong Zhao; Xiaoli Li 014; Hongming Yao (Remote. Sens., 2023)

Statistical Assessments of InSAR Tropospheric Corrections: Applicability and Limitations of Weather Model Products and Spatiotemporal Filtering. - Luyi Sun; Jinsong Chen 001; Hongzhong Li; Shanxin Guo; Yu Han (Remote. Sens., 2023)

Change Detection for High-Resolution Remote Sensing Images with Transformer Fusion Network. - Pan Chen; Xiaoli Li 014; Shanxin Guo; Hongzhong Li; Longlong Zhao; Jinsong Chen 001 (IGARSS, 2024)

Monitoring and Representing Field Management Practices with Satellite Remote Sensing in Crop Modeling. - Jingwen Wang; José Luis Pancorbo; Miguel Quemada; Shanxin Guo; Longlong Zhao; Jinsong Chen 001 (IGARSS, 2024)

Superpixel Segmentation Based on Anisotropic Diffusion Model for Object-Oriented Remote Sensing Image Classification. - Xiaoli Li 014; Jinsong Chen 001; Longlong Zhao; Hongzhong Li; Jin Wang; Luyi Sun; Shanxin Guo; Pan Chen; Xuemei Zhao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

The Improved U-STFM: A Deep Learning-Based Nonlinear Spatial-Temporal Fusion Model for Land Surface Temperature Downscaling. - Shanxin Guo; Min Li; Yuanqing Li; Jinsong Chen 001; Hankui K. Zhang; Luyi Sun; Jingwen Wang; Ruxin Wang; Yan Yang (Remote. Sens., 2024)

Adaptive Construction of Training Space for Neural Networks to Enhance Vegetation Leaf Area Index (LAI) Estimation Accuracy. - Jiazhen Yang; Jingwen Wang; Shanxin Guo; Wentao Yu; Jinsong Chen (ICIC (9), 2025)

A knowledge-informed machine learning (KIML) approach to disentangle single- and double-season rice yields and attainable yield gaps in the mixed cropping systems. - Jingwen Wang; Maoyuan Feng; Shanxin Guo; Hongzhong Li; Yu Han; Jinsong Chen 001 (Comput. Electron. Agric., 2025)

Adaptive disentangled target representation for unsupervised domain adaptation in remote sensing segmentation. - Runuo Lu; Shoubin Dong; Jianxin Jia; Xusheng Wang; Kai Liu; Jinsong Chen; Shanxin Guo; Xiaorou Zheng (Eng. Appl. Artif. Intell., 2025)

Incorporating Physical Constraint in Three-Dimensional Time Series InSAR Inversion for Urban Deformation Monitoring. - Luyi Sun; Hongzhong Li; Shanxin Guo; Xiaoli Li 014; Pan Chen; Jinsong Chen 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Understanding Knowledge Transferability for Transfer Learning: A Survey. - Haohua Wang; Jingge Wang; Zijie Zhao; Yang Tan; Yanru Wu; Hanbing Liu; Jingyun Yang; Enming Zhang; Xiangyu Chen; Zhengze Rong; Shanxin Guo; Yang Li (CoRR, 2025)