Jiafei Xu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Jiafei Xu, Zhizhao Liu
A novel machine learning-based approach for improving global correction of AIRS-derived water vapor satellite product. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Jiafei Xu, Zhizhao Liu
STCFCM: A Spatial and Temporal Cloud Fraction-Based Calibration Method for Satellite-Derived Near-Infrared Water Vapor Product. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiafei Xu, Zhizhao Liu, Guan Hong, Yunchang Cao
A New Machine-Learning-Based Calibration Scheme for MODIS Thermal Infrared Water Vapor Product Using BPNN, GBDT, GRNN, KNN, MLPNN, RF, and XGBoost. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiafei Xu, Zhizhao Liu
An Enhanced Algorithm Including First Guess for Deriving Precipitable Water Vapor From MODIS NIR Observations in High-Latitude Regions. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiafei Xu, Zhizhao Liu
Long-Term Calibration of Satellite-Based All-Weather Precipitable Water Vapor Product From FengYun-3A MERSI Near-Infrared Bands From 2010 to 2017 in China. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiafei Xu, Zhizhao Liu
Improving the Accuracy of MODIS Near-Infrared Water Vapor Product Under all Weather Conditions Based on Machine Learning Considering Multiple Dependence Parameters. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiafei Xu, Zhizhao Liu
A Back Propagation Neural Network-Based Calibration Approach for Sentinel-3 OLCI Near-Infrared Water Vapor Product. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhenhua Wu, Fafa Zhao, Lei Zhang, Yice Cao, Jun Qian, Jiafei Xu, Lixia Yang
Fast Frequency-Diverse Radar Imaging Based on Adaptive Sampling Iterative Soft-Thresholding Deep Unfolding Network. Remote. Sens. 15 (13) (2023)
Jiafei Xu, Zhizhao Liu
A Linear Regression of Differential PWV Calibration Model to Improve the Accuracy of MODIS NIR All-Weather PWV Products Based on Ground-Based GPS PWV Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jiafei Xu, Zhizhao Liu
Enhanced all-weather precipitable water vapor retrieval from MODIS near-infrared bands using machine learning. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Jiafei Xu, Zhizhao Liu
A Back Propagation Neural Network-Based Algorithm for Retrieving All-Weather Precipitable Water Vapor From MODIS NIR Measurements. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Rui Xu, Honglei Lin, Meizhu Wang, Bin Liu, Wei Yan, Chengyu Liu, Gang Lv, Liyin Yuan, Chunlai Li, Rong Wang, Dawei Liu, Yazhou Yang, Ziqing Jiang, Benyong Yang, Lei Wang, Jiafei Xu, Jinning Li, Zhiping He
In-Flight Calibration of Visible and Near-Infrared Imaging Spectrometer (VNIS) Onboard Chang'E-4 Unmanned Lunar Rover. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiafei Xu, Zhizhao Liu
Evaluation of Precipitable Water Vapor Product From MODIS and MERSI-II NIR Channels Using Ground- Based GPS Measurements Over Australia. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jiafei Xu, Zhizhao Liu
The First Validation of Sentinel-3 OLCI Integrated Water Vapor Products Using Reference GPS Data in Mainland China. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Peilan Xu, Wenjian Luo, Jiafei Xu, Yingying Qiao, Jiajia Zhang, Naijie Gu
An alternative way of evolutionary multimodal optimization: density-based population initialization strategy. Swarm Evol. Comput. 67 (2021)
Jiafei Xu, Zhizhao Liu
Radiance-based retrieval of total water vapor content from sentinel-3A OLCI NIR channels using ground-based GPS measurements. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Defeng Xie, Jianmin Ji, Jiafei Xu, Ran Ji
Combining Improvements for Exploiting Dependency Trees in Neural Semantic Parsing. PRICAI (2) (2021)
Defeng Xie, Jianmin Ji, Jiafei Xu, Ran Ji
Combining Improvements for Exploiting Dependency Trees in Neural Semantic Parsing. CoRR (2021)
Jiafei Xu, Meizhu Wang, Honglei Lin, Rong Wang, Qi Feng, Xuesen Xu
Effect of Lunar Complex Illumination on In Situ Measurements Obtained Using Visible and Near-Infrared Imaging Spectrometer of Chang'E-4. Remote. Sens. 13 (12) (2021)
Peilan Xu, Wenjian Luo, Jiafei Xu, Yingying Qiao, Jiajia Zhang
Density-Based Population Initialization Strategy for Continuous Optimization. BIC-TA (2020)
Chen Zhang, Qijun Wang, Jiafei Xu, Chao Yang
Enhanced Intra Block Copy with Planar Perspective Transformation for Urban Building Scenes. DCC (2019)
Zhengchao Chen, Jiafei Xu, Hao Zhang
Evaluation of HJ-1A/B CCD Surface Reflectance Products Using the VNIR and MODIS-Based Atmospheric Correction Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (2) (2019)