Dr Haoyu Lou

Grant-Funded Postdoctoral Research Fellow

School of Agriculture, Food and Wine

College of Science

Eligible to supervise Masters and PhD - email supervisor to discuss availability.


I am an early career plant scientist and researcher at The Plant Accelerator, Australian Plant Phenomics Network, at Adelaide University. APPN profile
 
My research intersts are in plant biology, genetics, phenomics, advanced imaging, and computational analysis, with a focus on understanding how genetic variation translates into plant structure, development, and performance.
 
My scientific background is in plant genetics, developmental biology, and cell wall biology. This biological foundation has shaped my approach to plant phenotyping, where I am interested not only in measuring plant traits, but also in understanding the biological processes underlying phenotypic variation. In my current research, I develop and apply non-destructive, quantitative imaging technologies, particularly X-ray computed tomography (CT), to characterise complex plant structures in 3D.
 
A major focus of my work is the development of high-throughput phenotyping approaches for cereal and other crops. I use X-ray CT and image analysis to investigate traits that are difficult to measure using conventional methods, including spike and root architectures. My research has included the development of methods for quantitative characterisation of wheat spikes and grains, as well as root and other plant structures. I am particularly interested in extracting biologically traits from complex 3D images and linking these phenotypes to genetic variation and environmental responses.
 
An important aspect of my research is to strengthen the connection between genotype and phenotype. By combining genetic information with detailed, quantitative phenotypic measurements, I aim to help identify the biological basis of important crop traits and improve our ability to select and develop crops with desirable characteristics. I am interested in approaches that can move beyond simply describing phenotypic variation towards understanding the mechanisms and genetic factors that contribute to it.
 
My work is heavily interdisciplinary, bringing together plant science, genetics, imaging, computer vision, data analysis, and artificial intelligence. I develop computational workflows for automated image analysis and trait extraction to increase the scale, consistency, and biological value of phenotyping experiments. I am particularly interested in how emerging imaging and AI technologies can be integrated with established plant biology and genetics to address complex questions in agricultural and plant science.
 
Through my research, I aim to contribute to the development of more informative and scalable phenotyping platforms and to support the translation of advanced phenotyping technologies into practical crop improvement research. I also value interdisciplinary and international collaboration and work across plant science, imaging, computational research, and crop improvement communities.

Language Competency
Chinese (Mandarin) Can read, write, speak, understand spoken and peer review
English Can read, write, speak, understand spoken and peer review

Date Institution name Country Title
University of Adelaide Australia PhD
University of Nottingham United Kingdom Joint PhD

Year Citation
2026 Baumann, U., Kalashyan, E., Schwerdt, J., Box, A., Brien, C., Chalmers, K., . . . Berger, B. (2026). OzBarley: A genetic and phenotypic data resource capturing the Australian barley breeding history.. Scientific data, 13(1), 11 pages.
DOI
2024 Fusi, R., Milner, S. G., Rosignoli, S., Bovina, R., De Jesus Vieira Teixeira, C., Lou, H., . . . Bhosale, R. (2024). The auxin efflux carrier PIN1a regulates vascular patterning in cereal roots.. New Phytol, 244(1), 104-115.
DOI Scopus9 WoS10 Europe PMC11
2022 Lou, H., Tucker, M. R., Shirley, N. J., Lahnstein, J., Yang, X., Ma, C., . . . Bulone, V. (2022). The cellulose synthase-like F3 (CslF3) gene mediates cell wall polysaccharide synthesis and affects root growth and differentiation in barley. The Plant Journal, 110(6), 1681-1699.
DOI Scopus12 WoS12 Europe PMC9
2022 Fusi, R., Rosignoli, S., Lou, H., Sangiorgi, G., Bovina, R., Pattem, J. K., . . . Salvi, S. (2022). Root angle is controlled by EGT1 in cereal crops employing an antigravitropic mechanism.. Proceedings of the National Academy of Sciences of the United States of America (PNAS), 119(31), e2201350119-1-e2201350119-10.
DOI Scopus58 WoS55 Europe PMC50
2018 Tucker, M., Lou, H., Aubert, M., Wilkinson, L., Little, A., Houston, K., . . . Shirley, N. (2018). Exploring the role of cell wall-related genes and polysaccharides during plant development. Plants, 7(2), 42-1-42-17.
DOI Scopus60 WoS58 Europe PMC54

Year Citation
- Berger, B., Tucker, M., Baumann, U., Kalashyan, E., Schwerdt, J., Chalmers, K., . . . Shaw, P. D. (n.d.). OzBarley: genotypic and expression data of the OzBarley elite panel.
DOI
- Berger, B., Tucker, M., Baumann, U., Kalashyan, E., Schwerdt, J., Chalmers, K., . . . Shaw, P. D. (n.d.). OzBarley: phenotypic data of OzBarley elite panel collected in greenhouse trials at Australian Plant Phenomics Network, University of Adelaide.
DOI

Year Citation
2026 Liu, H., Wang, Y., Syeda, F., Lou, H., & Pullanagari, R. (2026). A Hex-View Perspective on Plant Disease Detection Using Remote Sensing.
DOI

Date Role Research Topic Program Degree Type Student Load Student Name
2024 Co-Supervisor Molecular mechanism of root response to compacted soil in cereals Doctor of Philosophy Doctorate Full Time Miss Ciara Marie Danes
2023 Co-Supervisor Exploiting new breakthroughs in the regulation of root growth angle to engineer climate resilient Australian barley Doctor of Philosophy Doctorate Full Time Mr Maxwell Asiedu

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