Xiaojun Liu

25 papers Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Developing a nitrogen management strategy for winter wheat to enhance economic profit and energy savings using satellite-based management zone mapping at the county scale.
Comput. Electron. Agric.
Jie Jiang, Zhaopeng Fu, Jiayi Zhang, Jinpeng Yang, Wanping Fang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2025 J jnl
Integrating crop phenology and satellite data for improved nitrogen management in rice farming.
Comput. Electron. Agric.
Jinpeng Yang, Zhaopeng Fu, Yinshan Wu, Weikang Wang, Jiayi Zhang, Jie Jiang, Ke Zhang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2025 J jnl
Screening drought-resistant and water-saving winter wheat varieties by predicting yields with multi-source UAV remote sensing data.
Comput. Electron. Agric.
Xu Liu, Han Yang, Syed Tahir Ata-UI-Karim, Urs Schmidhalter, Yunzhou Qiao, Baodi Dong, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
2024 J jnl
Investigating data-driven approaches to optimize nitrogen recommendations for winter wheat.
Comput. Electron. Agric.
Guojie Ruan, Davide Cammarano, Syed Tahir Ata-UI-Karim, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
2024 J jnl
Multi-source data fusion improved the potential of proximal fluorescence sensors in predicting nitrogen nutrition status across winter wheat growth stages.
Comput. Electron. Agric.
Qing Liu, Cuicun Wang, Jie Jiang, Jiancheng Wu, Xue Wang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2023 J jnl
Improving yield prediction based on spatio-temporal deep learning approaches for winter wheat: A case study in Jiangsu Province, China.
Comput. Electron. Agric.
Peipei Chen, Yue Li, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
2023 J jnl
Optimizing rice in-season nitrogen topdressing by coupling experimental and modeling data with machine learning algorithms.
Comput. Electron. Agric.
Jiayi Zhang, Zhaopeng Fu, Ke Zhang, Jiayu Li, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2022 J jnl
Advances in the estimations and applications of critical nitrogen dilution curve and nitrogen nutrition index of major cereal crops. A review.
Comput. Electron. Agric.
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
2022 J jnl
Improving wheat yield prediction integrating proximal sensing and weather data with machine learning.
Comput. Electron. Agric.
Guojie Ruan, Xinyu Li, Fei Yuan, Davide Cammarano, Syed Tahir Ata-UI-Karim, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
2021 J jnl
Combining texture, color, and vegetation indices from fixed-wing UAS imagery to estimate wheat growth parameters using multivariate regression methods.
Comput. Electron. Agric.
Jiayi Zhang, Xiaolei Qiu, Yueting Wu, Yan Zhu, Qiang Cao, Xiaojun Liu, Weixing Cao
2021 J jnl
Evaluation of Three Portable Optical Sensors for Non-Destructive Diagnosis of Nitrogen Status in Winter Wheat.
Sensors
Jie Jiang, Cuicun Wang, Hui Wang, Zhaopeng Fu, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2020 J jnl
A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters.
Sensors
Ke Zhang, Xiaojun Liu, Yong Ma, Rui Zhang, Qiang Cao, Yan Zhu, Weixing Cao, Yongchao Tian
2020 J jnl
Mapping Winter Wheat with Combinations of Temporally Aggregated Sentinel-2 and Landsat-8 Data in Shandong Province, China.
Remote. Sens.
Feng Xu, Zhaofu Li, Shuyu Zhang, Naitao Huang, Zongyao Quan, Wenmin Zhang, Xiaojun Liu, Xiaosan Jiang, Jianjun Pan, Alexander V. Prishchepov
2020 J jnl
Use of an Active Canopy Sensor Mounted on an Unmanned Aerial Vehicle to Monitor the Growth and Nitrogen Status of Winter Wheat.
Remote. Sens.
Jie Jiang, Zeyu Zhang, Qiang Cao, Yan Liang, Brian Krienke, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2020 J jnl
Using an Active Sensor to Develop New Critical Nitrogen Dilution Curve for Winter Wheat.
Sensors
Jie Jiang, Cuicun Wang, Yu Wang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2020 J jnl
Wheat Growth Monitoring and Yield Estimation based on Multi-Rotor Unmanned Aerial Vehicle.
Remote. Sens.
Zhaopeng Fu, Jie Jiang, Yang Gao, Brian Krienke, Meng Wang, Kaitai Zhong, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2019 J jnl
Combining Color Indices and Textures of UAV-Based Digital Imagery for Rice LAI Estimation.
Remote. Sens.
Songyang Li, Fei Yuan, Syed Tahir Ata-UI-Karim, Hengbiao Zheng, Tao Cheng, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
2019 J jnl
Estimation of Rice Growth Parameters Based on Linear Mixed-Effect Model Using Multispectral Images from Fixed-Wing Unmanned Aerial Vehicles.
Remote. Sens.
Yanyu Wang, Ke Zhang, Chunlan Tang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2019 J jnl
Predicting Rice Grain Yield Based on Dynamic Changes in Vegetation Indexes during Early to Mid-Growth Stages.
Remote. Sens.
Ke Zhang, Xiaokang Ge, Pengcheng Shen, Wanyu Li, Xiaojun Liu, Qiang Cao, Yan Zhu, Weixing Cao, Yongchao Tian
2019 J jnl
Using a Portable Active Sensor to Monitor Growth Parameters and Predict Grain Yield of Winter Wheat.
Sensors
Jiayi Zhang, Xia Liu, Yan Liang, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu
2018 — conf
Comparison RGB Digital Camera with Active Canopy Sensor Based on UAV for Rice Nitrogen Status Monitoring.
Agro-Geoinformatics
Songyang Li, Xiaojun Liu, Yongchao Tian, Yan Zhu, Qiang Cao
2017 J jnl
Using an Active-Optical Sensor to Develop an Optimal NDVI Dynamic Model for High-Yield Rice Production (Yangtze, China).
Sensors
Xiaojun Liu, Richard B. Ferguson, Hengbiao Zheng, Qiang Cao, Yongchao Tian, Weixing Cao, Yan Zhu
2010 — conf
Design and Realization of a VRGIS-Based Digital Agricultural Region Management System.
CCTA (1)
Xiaojun Liu, Yuou Zhang, Weixing Cao, Yan Zhu
2008 J jnl
Analysis of common canopy vegetation indices for indicating leaf nitrogen accumulations in wheat and rice.
Int. J. Appl. Earth Obs. Geoinformation
Yan Zhu, Xia Yao, Yongchao Tian, Xiaojun Liu, Weixing Cao
2007 — conf
Research and Design on Domain-agriculture-crops Software Architecture Oriented Adaptive Model.
CCTA
Huanliang Xu, Haiyan Jiang, Shougang Ren, Xiaojun Liu, Weixin Cao