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2025 Journal Article Unmanned aerial vehicle phenotyping of agronomic and physiological traits in mungbeanVan Haeften, Shanice, Smith, Daniel, Robinson, Hannah, Dudley, Caitlin, Kang, Yichen, Douglas, Colin A., Hickey, Lee T., Potgieter, Andries, Chapman, Scott and Smith, Millicent R. (2025). Unmanned aerial vehicle phenotyping of agronomic and physiological traits in mungbean. The Plant Phenome Journal, 8 (1) e70016, 1-18. doi: 10.1002/ppj2.70016 |
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2025 Journal Article Phenotyping the hidden half: combining UAV phenotyping and machine learning to predict barley root traits in the fieldAlahmad, Samir, Smith, Daniel, Katsikis, Christina, Aldiss, Zachary, Brunner, Stephanie M., Meer, Sarah V., Meijer, Lotus, Heidariask, Bita, Chenu, Karine, Chapman, Scott, Potgieter, Andries B., Wasson, Anton, Baraibar, Silvina, Godoy, Jayfred, Moody, David, Robinson, Hannah and Hickey, Lee T. (2025). Phenotyping the hidden half: combining UAV phenotyping and machine learning to predict barley root traits in the field. Journal of Experimental Botany, 76 (17) eraf268, 5161-5178. doi: 10.1093/jxb/eraf268 |
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2025 Journal Article Characterising wheat and barley growth and phenology using multispectral remote sensing for site-specific precision agricultureZhao, Yan, Jiang, Ruizhu, Brider, Jason, Chapman, Scott and Potgieter, Andries (2025). Characterising wheat and barley growth and phenology using multispectral remote sensing for site-specific precision agriculture. In Silico Plants, 7 (2) diaf013. doi: 10.1093/insilicoplants/diaf013 |
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2025 Conference Publication A Novel Geometric Method for Reconstruction of NDVI During Cloudy Period Using Sentinel-1 & Sentinel-2Ashourloo, Davoud, Devoto, Francesca, Jiang, Ruizhu, Zhao, Yan and Potgieter, Andries (2025). A Novel Geometric Method for Reconstruction of NDVI During Cloudy Period Using Sentinel-1 & Sentinel-2. IEEE. doi: 10.1109/igarss55030.2025.11242256 |
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2025 Conference Publication Quantifying Cotton Growth Rate from Multispectral UAV Imagery at Plot ScaleDevoto, Francesca, Ashourloo, Davoud, Zhao, Yan, Jiang, Ruizhu, Awale, Rakesh, Bell, Michael, McLaren, Tim, Reynolds-Massey-Reed, Sean, Otto, Loren, Bange, Michael, Woodgate, William, Chapman, Scott and Potgieter, Andries (2025). Quantifying Cotton Growth Rate from Multispectral UAV Imagery at Plot Scale. IEEE. doi: 10.1109/igarss55030.2025.11243794 |
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2025 Conference Publication Challenges and recommendations for leveraging remote sensing for crop monitoringSarvia, Filippo, Barhy, Abdullah, Chiozza, Federica, Khatteli, Ameni, Bousselmi, Anis, Henry, Matieu, Spiller, Dario, Senel, Gizem, Dadhich, Gautam, Potgieter, Andries, Bofana, José, Maki, Abdourahman and Peiser, Livia (2025). Challenges and recommendations for leveraging remote sensing for crop monitoring. IEEE. doi: 10.1109/igarss55030.2025.11243735 |
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2025 Conference Publication A screening method to assess lodging resistance in a diverse set of sorghum germplasmGeetika, Geetika, Borrell, Andrew, Thornton, Erin, Hunt, Colleen, Chapman, Scott, Potgieter, Andries, Hammer, Graeme, Mace, Emma and Jordan, David (2025). A screening method to assess lodging resistance in a diverse set of sorghum germplasm. Australian Summer Grains Conference, Gold Coast, QLD, Australia, 7-9 July 2025. |
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2025 Conference Publication Should we burn or bust the biocrusts: an overview of biocrust management in the Australian rangelandsWilliams, W.J., Myint Swe, T., Vega, M., Eastaughffe, J., Cowley, R., O'Reagain, P. J., Dennis, P., Potgieter, A., Zhao, Y., Driscoll, C. and Schmidt, S. (2025). Should we burn or bust the biocrusts: an overview of biocrust management in the Australian rangelands. XII International Rangeland Congress 2025, Adelaide, SA, Australia, 2 - 6 June 2025. Thebarton, SA, Australia: All Occasions Group. |
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2025 Journal Article Multimodal sequential cross-modal transformer for predicting plant available water capacity (PAWC) from time series of weather and crop biological dataNguyen, Dung, de Voil, Peter, Potgieter, Andries, Dang, Yash P., Orton, Thomas G., Nguyen, Duc Thanh, Nguyen, Thanh Thi and Chapman, Scott C. (2025). Multimodal sequential cross-modal transformer for predicting plant available water capacity (PAWC) from time series of weather and crop biological data. Agricultural Water Management, 307 109124, 1-12. doi: 10.1016/j.agwat.2024.109124 |
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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 locationSmith, 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, 129. doi: 10.1186/s13007-024-01236-w |
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2024 Conference Publication Dissecting the genetics of canopy dynamics in mungbean using longitudinal modelling of UAV-derived traitsVan Haeften, Shanice, Kang, Yichen, Smith, Daniel, Robinson, Hannah, Chapman, Scott, Potgieter, Andries, Hickey, Lee and Smith, Millicent (2024). Dissecting the genetics of canopy dynamics in mungbean using longitudinal modelling of UAV-derived traits. 11th International Conference on Legume Genetics and Genomics (ICLGG) 2024, Brisbane, QLD, Australia, 30 September - 3 October 2024. |
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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 dataHu, 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 |
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2024 Journal Article Mapping quantitative trait loci for seminal root angle in a selected durum wheat populationKang, Yichen, Alahmad, Samir, Haeften, Shanice V., Akinlade, Oluwaseun, Tong, Jingyang, Dinglasan, Eric, Voss‐Fels, Kai P., Potgieter, Andries B., Borrell, Andrew K., Makhoul, Manar, Obermeier, Christian, Snowdon, Rod, Mace, Emma, Jordan, David R. and Hickey, Lee T. (2024). Mapping quantitative trait loci for seminal root angle in a selected durum wheat population. The Plant Genome, 18 (1) e20490, e20490. doi: 10.1002/tpg2.20490 |
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2024 Conference Publication Insights in the ability of high-resolution narrow band multispectral and thermal sensors to estimate cotton production in AustraliaDevoto, F., Reynolds-Massey-Reed, S., Segura, Pinzon C., Bell, M., Mclaren, T., Awale, R., Camino, C., Bange, M., Woodgate, W., Chapman, S. and Potgieter, A. B. (2024). Insights in the ability of high-resolution narrow band multispectral and thermal sensors to estimate cotton production in Australia. 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 7-12 July 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/igarss53475.2024.10642663 |
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2024 Journal Article Seminal root angle is associated with root system architecture in durum wheatKang, Yichen, Rambla, Charlotte, Haeften, Shanice V., Fu, Brendan, Akinlade, Oluwaseun, Potgieter, Andries B., Borrell, Andrew K., Mace, Emma, Jordan, David R., Alahmad, Samir and Hickey, Lee T. (2024). Seminal root angle is associated with root system architecture in durum wheat. Food and Energy Security, 13 (4) e570. doi: 10.1002/fes3.570 |
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2024 Journal Article Seasonal dynamics of fallow and cropping lands in the broadacre cropping region of AustraliaXie, Zunyi, Zhao, Yan, Jiang, Ruizhu, Zhang, Miao, Hammer, Graeme, Chapman, Scott, Brider, Jason and Potgieter, Andries B. (2024). Seasonal dynamics of fallow and cropping lands in the broadacre cropping region of Australia. Remote Sensing of Environment, 305 114070, 1-14. doi: 10.1016/j.rse.2024.114070 |
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2024 Conference Publication Unravelling the genetics of mungbean canopy dynamics using UAV-derived prediction modelsVan Haeften, Shanice, Smith, Daniel, Dudley, Caitlin, Kang, Yichen, Douglas, Colin, Robinson, Hannah, Chapman, Scott, Potgieter, Andries, Hickey, Lee and Smith, Millicent (2024). Unravelling the genetics of mungbean canopy dynamics using UAV-derived prediction models. German Plant Breeding Conference 2024, Geisenheim, Germany, 19-21 March 2024. |
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2024 Journal Article Fusarium wilt constrains mungbean yield due to reduction in source availabilityVan Haeften, Shanice, Kang, Yichen, Dudley, Caitlin, Potgieter, Andries, Robinson, Hannah, Dinglasan, Eric, Wenham, Kylie, Noble, Thomas, Kelly, Lisa, Douglas, Colin A, Hickey, Lee and Smith, Millicent R (2024). Fusarium wilt constrains mungbean yield due to reduction in source availability. AoB Plants, 16 (2) plae021, plae021. doi: 10.1093/aobpla/plae021 |
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2023 Journal Article Featured coverVan Haeften, Shanice, Dudley, Caitlin, Kang, Yichen, Smith, Daniel, Nair, Ramakrishnan M., Douglas, Colin A., Potgieter, Andries, Robinson, Hannah, Hickey, Lee T. and Smith, Millicent R. (2023). Featured cover. Food and Energy Security, 12 (6). doi: 10.1002/fes3.516 |
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2023 Conference Publication Advances in the study of biochemical, morphological and physiological traits of wheat and sorghum crops in australia using hyperspectral data and machine learningPotgieter, A. B., Camino, C., Poblete, T., Zhi, X., Reynolds-Massey-Reed, S., Zhao, Y., Belwalkar, A., Ruizhu, J., George-Jaeggli, B., Chapman, S., Jordan, D., Wu, A., Hammer, G. L. and J, Zarco-Tejada P. (2023). Advances in the study of biochemical, morphological and physiological traits of wheat and sorghum crops in australia using hyperspectral data and machine learning. 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA USA, 16-21 July 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/igarss52108.2023.10282230 |
