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2020 – today
- 2024
[j29]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: 103787 (2024)- [j28]Haoyuan Zhang, Zhizhao Liu:
Four-Dimensional Aircraft Trajectory Prediction Based on Generative Deep Learning. J. Aerosp. Inf. Syst. 21(7): 554-567 (2024) - [j27]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: 1-11 (2024) - [j26]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: 1-14 (2024) - [j25]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: 1-12 (2024) - 2023
- [j24]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: 1-5 (2023) - [j23]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: 1-15 (2023) - [j22]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: 1-14 (2023) - 2022
- [j21]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: 103050 (2022) - [j20]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: 7929-7951 (2022) - [j19]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: 8744-8758 (2022) - [j18]Yangzhao Gong, Zhizhao Liu, James H. Foster:
Evaluating the Accuracy of Satellite-Based Microwave Radiometer PWV Products Using Shipborne GNSS Observations Across the Pacific Ocean. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j17]Jia He, Zhizhao Liu:
Applying the New MODIS-Based Precipitable Water Vapor Retrieval Algorithm Developed in the North Hemisphere to the South Hemisphere. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j16]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: 1-17 (2022) - [j15]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: 1-14 (2022) - 2021
- [j14]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: 102586 (2021) - [j13]Jia He, Zhizhao Liu:
Refining MODIS NIR Atmospheric Water Vapor Retrieval Algorithm Using GPS-Derived Water Vapor Data. IEEE Trans. Geosci. Remote. Sens. 59(5): 3682-3694 (2021) - [j12]Yangzhao Gong, Zhizhao Liu:
Evaluating the Accuracy of Jason-3 Water Vapor Product Using PWV Data From Global Radiosonde and GNSS Stations. IEEE Trans. Geosci. Remote. Sens. 59(5): 4008-4017 (2021) - 2020
- [j11]Jia He, Zhizhao Liu:
Water Vapor Retrieval From MODIS NIR Channels Using Ground-Based GPS Data. IEEE Trans. Geosci. Remote. Sens. 58(5): 3726-3737 (2020)
2010 – 2019
- 2019
- [j10]Ling Wang, Xiuqing Hu, Yupeng Luo, Zhizhao Liu, Min Min:
Selection and Characterization of Glaciers on the Tibetan Plateau as Potential Pseudoinvariant Calibration Sites. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(2): 424-436 (2019) - [j9]Jia He, Zhizhao Liu:
Comparison of Satellite-Derived Precipitable Water Vapor Through Near-Infrared Remote Sensing Channels. IEEE Trans. Geosci. Remote. Sens. 57(12): 10252-10262 (2019) - 2016
- [j8]Wei Li, Lingyun Lu, Zhizhao Liu, Ping Ma, Ming Yang:
HIT-SEDAES: An integrated software environment for simulation experiment design, analysis and evaluation. Int. J. Model. Simul. Sci. Comput. 7(3): 1650027:1-1650027:22 (2016) - [j7]Qile Zhao, Guangxing Wang, Zhizhao Liu, Zhigang Hu, Zhiqiang Dai, Jingnan Liu:
Analysis of BeiDou Satellite Measurements with Code Multipath and Geometry-Free Ionosphere-Free Combinations. Sensors 16(1): 123 (2016) - [j6]Bochen Zhang, Xiaoli Ding, Wu Zhu, Chisheng Wang, Lei Zhang, Zhizhao Liu:
Mitigating Ionospheric Artifacts in Coseismic Interferogram Based on Offset Field Derived From ALOS-PALSAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 3050-3059 (2016) - [j5]Biyan Chen, Zhizhao Liu:
A Comprehensive Evaluation and Analysis of the Performance of Multiple Tropospheric Models in China Region. IEEE Trans. Geosci. Remote. Sens. 54(2): 663-678 (2016) - [c2]Zhizhao Liu, Ming Yang, Wei Li:
A Sequential Latin Hypercube Sampling Method for Metamodeling. AsiaSim/SCS AutumnSim (1) 2016: 176-185 - [c1]Zhizhao Liu, Xin Li:
An improved method for MERSI water vapor retrieval using GPS calibration. IGARSS 2016: 4139-4142 - 2015
- [j4]Man Sing Wong, Xiaomeng Jin, Zhizhao Liu, Janet Elizabeth Nichol, Shirong Ye, Peng Jiang, Pak Wai Chan:
Geostationary Satellite Observation of Precipitable Water Vapor Using an Empirical Orthogonal Function (EOF) based Reconstruction Technique over Eastern China. Remote. Sens. 7(5): 5879-5900 (2015) - [j3]Zhongbin Li, Zhizhao Liu, Wenzhong Shi:
Corrections to "Semiautomatic Airport Runway Extraction Using a Line-Finder-Aided Level Set Evolution". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(11): 5395 (2015) - 2014
- [j2]Zhongbin Li, Zhizhao Liu, Wenzhong Shi:
A Fast Level Set Algorithm for Building Roof Recognition From High Spatial Resolution Panchromatic Images. IEEE Geosci. Remote. Sens. Lett. 11(4): 743-747 (2014) - [j1]Zhongbin Li, Zhizhao Liu, Wenzhong Shi:
Semiautomatic Airport Runway Extraction Using a Line-Finder-Aided Level Set Evolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4738-4749 (2014)
2000 – 2009
- 2004
- [b1]Zhizhao Liu:
Ionosphere tomographic modeling and applications using Global Positioning System (GPS) measurements. University of Calgary, Alberta, Canada, 2004
Coauthor Index
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