Xiaojun Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Regression Method

Machine Learning Algorithms

Top Venues

Comput. Electron. Agric.

Agro-Geoinformatics

Publications

Guojie Ruan, Davide Cammarano, Syed Tahir Ata-UI-Karim, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
Investigating data-driven approaches to optimize nitrogen recommendations for winter wheat. Comput. Electron. Agric. 220 (2024)
Qing Liu, Cuicun Wang, Jie Jiang, Jiancheng Wu, Xue Wang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Multi-source data fusion improved the potential of proximal fluorescence sensors in predicting nitrogen nutrition status across winter wheat growth stages. Comput. Electron. Agric. 219 (2024)
Jiayi Zhang, Zhaopeng Fu, Ke Zhang, Jiayu Li, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Optimizing rice in-season nitrogen topdressing by coupling experimental and modeling data with machine learning algorithms. Comput. Electron. Agric. 209 (2023)
Xinyu Li, Syed Tahir Ata-UI-Karim, Yue Li, Fei Yuan, Yuxin Miao, Kato Yoichiro, Tao Cheng, Liang Tang, Xingshuai Tian, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
Advances in the estimations and applications of critical nitrogen dilution curve and nitrogen nutrition index of major cereal crops. A review. Comput. Electron. Agric. 197 (2022)
Guojie Ruan, Xinyu Li, Fei Yuan, Davide Cammarano, Syed Tahir Ata-UI-Karim, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
Improving wheat yield prediction integrating proximal sensing and weather data with machine learning. Comput. Electron. Agric. 195 (2022)
Jie Jiang, Cuicun Wang, Hui Wang, Zhaopeng Fu, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Evaluation of Three Portable Optical Sensors for Non-Destructive Diagnosis of Nitrogen Status in Winter Wheat. Sensors 21 (16) (2021)
Jiayi Zhang, Xiaolei Qiu, Yueting Wu, Yan Zhu, Qiang Cao, Xiaojun Liu, Weixing Cao
Combining texture, color, and vegetation indices from fixed-wing UAS imagery to estimate wheat growth parameters using multivariate regression methods. Comput. Electron. Agric. 185 (2021)
Feng Xu, Zhaofu Li, Shuyu Zhang, Naitao Huang, Zongyao Quan, Wenmin Zhang, Xiaojun Liu, Xiaosan Jiang, Jianjun Pan, Alexander V. Prishchepov
Mapping Winter Wheat with Combinations of Temporally Aggregated Sentinel-2 and Landsat-8 Data in Shandong Province, China. Remote. Sens. 12 (12) (2020)
Zhaopeng Fu, Jie Jiang, Yang Gao, Brian Krienke, Meng Wang, Kaitai Zhong, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Wheat Growth Monitoring and Yield Estimation based on Multi-Rotor Unmanned Aerial Vehicle. Remote. Sens. 12 (3) (2020)
Jie Jiang, Zeyu Zhang, Qiang Cao, Yan Liang, Brian Krienke, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Use of an Active Canopy Sensor Mounted on an Unmanned Aerial Vehicle to Monitor the Growth and Nitrogen Status of Winter Wheat. Remote. Sens. 12 (22) (2020)
Jie Jiang, Cuicun Wang, Yu Wang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Using an Active Sensor to Develop New Critical Nitrogen Dilution Curve for Winter Wheat. Sensors 20 (6) (2020)
Ke Zhang, Xiaojun Liu, Yong Ma, Rui Zhang, Qiang Cao, Yan Zhu, Weixing Cao, Yongchao Tian
A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters. Sensors 20 (1) (2020)
Yanyu Wang, Ke Zhang, Chunlan Tang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Estimation of Rice Growth Parameters Based on Linear Mixed-Effect Model Using Multispectral Images from Fixed-Wing Unmanned Aerial Vehicles. Remote. Sens. 11 (11) (2019)
Songyang Li, Fei Yuan, Syed Tahir Ata-UI-Karim, Hengbiao Zheng, Tao Cheng, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
Combining Color Indices and Textures of UAV-Based Digital Imagery for Rice LAI Estimation. Remote. Sens. 11 (15) (2019)
Jiayi Zhang, Xia Liu, Yan Liang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
Using a Portable Active Sensor to Monitor Growth Parameters and Predict Grain Yield of Winter Wheat. Sensors 19 (5) (2019)
Ke Zhang, Xiaokang Ge, Pengcheng Shen, Wanyu Li, Xiaojun Liu, Qiang Cao, Yan Zhu, Weixing Cao, Yongchao Tian
Predicting Rice Grain Yield Based on Dynamic Changes in Vegetation Indexes during Early to Mid-Growth Stages. Remote. Sens. 11 (4) (2019)
Songyang Li, Xiaojun Liu, Yongchao Tian, Yan Zhu, Qiang Cao
Comparison RGB Digital Camera with Active Canopy Sensor Based on UAV for Rice Nitrogen Status Monitoring. Agro-Geoinformatics (2018)
Xiaojun Liu, Richard B. Ferguson, Hengbiao Zheng, Qiang Cao, Yongchao Tian, Weixing Cao, Yan Zhu
Using an Active-Optical Sensor to Develop an Optimal NDVI Dynamic Model for High-Yield Rice Production (Yangtze, China). Sensors 17 (4) (2017)
Xiaojun Liu, Yuou Zhang, Weixing Cao, Yan Zhu
Design and Realization of a VRGIS-Based Digital Agricultural Region Management System. CCTA (1) (2010)
Yan Zhu, Xia Yao, Yongchao Tian, Xiaojun Liu, Weixing Cao
Analysis of common canopy vegetation indices for indicating leaf nitrogen accumulations in wheat and rice. Int. J. Appl. Earth Obs. Geoinformation 10 (1) (2008)