Overview
Background
Dr. Qiaomin Chen is currently a Research Fellow in the School of Agriculture and Food Sustainability (AGFS) at the University of Queensland (UQ). Before receiving her PhD in Agricultural Science at UQ, she completed a Master’s degree in Physical Geography at UCAS and a Bachelor’s degree in Geographical Information System at WHT in China. With a solid foundation across earth and agricultural sciences, she has consistently pursued interdisciplinary learning and collaboration, actively exploring innovative solutions at the interface of geoscience and agriculture. Her diverse background empowers her to tackle real-world challenges in agricultural production.
She is particularly passionate about developing and applying advanced technologies in precision agriculture and modern crop breeding to improve efficiency and sustainability. She works at the intersection of plant phenotyping, crop modelling, machine learning and climate adaptation. Her current research focuses on leveraging integrative modelling approaches to inform field experiment design, optimize phenotyping strategies, and support crop growth monitoring across spatial and temporal scales.
Availability
- Dr Qiaomin Chen is:
- Available for supervision
Qualifications
- Bachelor (Honours) of Geographical Information Systems, Wuhan University of Technology (武汉理工大学, WUT)
- Masters (Research) of Physical Geography and Environmental Geoscience, University of the Chinese Academy of Science
- Doctor of Philosophy of Agriculture, The University of Queensland
Works
Search Professor Qiaomin Chen’s works on UQ eSpace
2025
Journal Article
Integrating yield gap analysis to capture genotype by environment by management interactions for Australian broadacre sorghum cropping systems
Garba, Ismail I., Fernandez, Javier A., Chen, Qiaomin, Gho, Carla, deVoil, Peter, Cooper, Mark and Chapman, Scott C. (2025). Integrating yield gap analysis to capture genotype by environment by management interactions for Australian broadacre sorghum cropping systems. Field Crops Research, 326 109858, 109858. doi: 10.1016/j.fcr.2025.109858
2024
Journal Article
Prediction accuracy and repeatability of UAV based biomass estimation in wheat variety trials as affected by variable type, modelling strategy and sampling location
Smith, Daniel T. L., Chen, Qiaomin, Massey-Reed, Sean Reynolds, Potgieter, Andries B. and Chapman, Scott C. (2024). Prediction accuracy and repeatability of UAV based biomass estimation in wheat variety trials as affected by variable type, modelling strategy and sampling location. Plant Methods, 20 (1) 129. doi: 10.1186/s13007-024-01236-w
2024
Journal Article
Estimating aboveground biomass dynamics of wheat at small spatial scale by integrating crop growth and radiative transfer models with satellite remote sensing data
Hu, Pengcheng, Zheng, Bangyou, Chen, Qiaomin, Grunefeld, Swaantje, Choudhury, Malini Roy, Fernandez, Javier, Potgieter, Andries and Chapman, Scott C. (2024). Estimating aboveground biomass dynamics of wheat at small spatial scale by integrating crop growth and radiative transfer models with satellite remote sensing data. Remote Sensing of Environment, 311 114277, 1-15. doi: 10.1016/j.rse.2024.114277
2024
Journal Article
Comprehensive analysis on investigating water-saving potentials of irrigated cotton in semi-arid area in China
Zhi, Xiaoyu, George-Jaeggli, Barbara, Han, Yingchun, Chen, Qiaomin, Zhang, Shijie, Feng, Lu, Lei, Yaping, Li, Xiaofei, Wang, Guoping, Wang, Zhanbiao, Xiong, Shiwu, Xin, Minghua, Jiao, Yahui, Ma, Yunzhen, Li, Yabing and Yang, Beifang (2024). Comprehensive analysis on investigating water-saving potentials of irrigated cotton in semi-arid area in China. Agricultural Water Management, 301 108960, 1-11. doi: 10.1016/j.agwat.2024.108960
2023
Other Outputs
Generic model to estimate wheat LAI
Chen, Qiaomin, Chapman, Scott, Zheng, Bangyou, Chenu, Karine and Chen, Qiaomin (2023). Generic model to estimate wheat LAI. The University of Queensland. (Dataset) doi: 10.48610/ac9642c
2023
Journal Article
A generic model to estimate wheat LAI over growing season regardless of the soil-type background
Chen, Qiaomin, Zheng, Bangyou, Chenu, Karine and Chapman, Scott C. (2023). A generic model to estimate wheat LAI over growing season regardless of the soil-type background. Plant Phenomics, 5 0055, 0055. doi: 10.34133/plantphenomics.0055
2023
Other Outputs
In-season phenotyping of crop growth via the integration of imaging, modelling, and machine learning
Chen, Qiaomin (2023). In-season phenotyping of crop growth via the integration of imaging, modelling, and machine learning. PhD Thesis, School of Agriculture and Food Sciences, The University of Queensland. doi: 10.14264/a2c4a80
2022
Conference Publication
Integrating APSIM and PROSAIL to improve prediction of crop traits in various situations from hyperspectral data using deep learning
Chen, Qiaomin, Zheng, Bangyou, Chen, Tong and Chapman, Scott (2022). Integrating APSIM and PROSAIL to improve prediction of crop traits in various situations from hyperspectral data using deep learning. 20th Agronomy Australia Conference, Toowoomba, QLD, Australia, 18-22 September 2022. Willow Grove, VIC Australia: Australian Society of Agronomy.
2022
Journal Article
Unsupervised plot-scale LAI phenotyping via UAV-based imaging, modelling, and machine learning
Chen, Qiaomin, Zheng, Bangyou, Chenu, Karine, Hu, Pengcheng and Chapman, Scott C. (2022). Unsupervised plot-scale LAI phenotyping via UAV-based imaging, modelling, and machine learning. Plant Phenomics, 2022 9768253, 1-19. doi: 10.34133/2022/9768253
2022
Journal Article
Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning
Chen, Qiaomin, Zheng, Bangyou, Chen, Tong and Chapman, Scott C. (2022). Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning. Journal of Experimental Botany, 73 (19), 6558-6574. doi: 10.1093/jxb/erac291
2022
Journal Article
Climate-associated major food crops production change under multi-scenario in China
Liu, Yujie, Zhang, Jie, Pan, Tao, Chen, Qiaomin, Qin, Ya and Ge, Quansheng (2022). Climate-associated major food crops production change under multi-scenario in China. Science of the Total Environment, 811 151393, 151393. doi: 10.1016/j.scitotenv.2021.151393
2021
Journal Article
Plausible changes in wheat-growing periods and grain yield in China triggered by future climate change under multiple scenarios and periods
Liu, Yujie, Chen, Qiaomin, Chen, Jie, Pan, Tao and Ge, Quansheng (2021). Plausible changes in wheat-growing periods and grain yield in China triggered by future climate change under multiple scenarios and periods. Quarterly Journal of the Royal Meteorological Society, 147 (741), 4371-4387. doi: 10.1002/qj.4184
2019
Journal Article
Responses of wheat yields and water use efficiency to climate change and nitrogen fertilization in the North China plain
Liu, Yujie, Chen, Qiaomin and Tan, Qinghua (2019). Responses of wheat yields and water use efficiency to climate change and nitrogen fertilization in the North China plain. Food Security, 11 (6), 1231-1242. doi: 10.1007/s12571-019-00976-1
2018
Journal Article
Effects of climate change and agronomic practice on changes in wheat phenology
Liu, Yujie, Chen, Qiaomin, Ge, Quansheng, Dai, Junhu and Dou, Yue (2018). Effects of climate change and agronomic practice on changes in wheat phenology. Climatic Change, 150 (3-4), 273-287. doi: 10.1007/s10584-018-2264-5
2018
Journal Article
Impacts of historic climate variability and land use change on winter wheat climatic productivity in the North China Plain during 1980–2010
Chen, Qiaomin, Liu, Yujie, Ge, Quansheng and Pan, Tao (2018). Impacts of historic climate variability and land use change on winter wheat climatic productivity in the North China Plain during 1980–2010. Land Use Policy, 76, 1-9. doi: 10.1016/j.landusepol.2018.04.018
2018
Journal Article
Spatiotemporal differentiation of changes in wheat phenology in China under climate change from 1981 to 2010
Liu, Yujie, Chen, Qiaomin, Ge, Quansheng and Dai, Junhu (2018). Spatiotemporal differentiation of changes in wheat phenology in China under climate change from 1981 to 2010. Science China Earth Sciences, 61 (8), 1088-1097. doi: 10.1007/s11430-017-9149-0
2018
Journal Article
Modelling the impacts of climate change and crop management on phenological trends of spring and winter wheat in China
Liu, Yujie, Chen, Qiaomin, Ge, Quansheng, Dai, Junhu, Qin, Ya, Dai, Liang, Zou, Xintong and Chen, Jie (2018). Modelling the impacts of climate change and crop management on phenological trends of spring and winter wheat in China. Agricultural and Forest Meteorology, 248, 518-526. doi: 10.1016/j.agrformet.2017.09.008
2017
Journal Article
Reponses and sensitivities of maize phenology to climate change from 1981 to 2009 in Henan Province, China
Liu, Yujie, Qin, Ya, Ge, Quansheng, Dai, Junhu and Chen, Qiaomin (2017). Reponses and sensitivities of maize phenology to climate change from 1981 to 2009 in Henan Province, China. Journal of Geographical Sciences, 27 (9), 1072-1084. doi: 10.1007/s11442-017-1422-4
Supervision
Availability
- Dr Qiaomin Chen is:
- Available for supervision
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Supervision history
Current supervision
-
Doctor Philosophy
A remote sensing approach to understanding agricultural prodcution dynamics in developing countries
Associate Advisor
Other advisors: Dr Md. Ali Akber, Professor Ammar Abdul Aziz
Media
Enquiries
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