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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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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 |
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2023 Journal Article A county-level soybean yield prediction framework coupled with XGBoost and multidimensional feature engineeringLi, Yuanchao, Zeng, Hongwei, Zhang, Miao, Wu, Bingfang, Zhao, Yan, Yao, Xia, Cheng, Tao, Qin, Xingli and Wu, Fangming (2023). A county-level soybean yield prediction framework coupled with XGBoost and multidimensional feature engineering. International Journal of Applied Earth Observation and Geoinformation, 118 103269, 1-21. doi: 10.1016/j.jag.2023.103269 |
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2023 Journal Article Using digital photography to monitor changes in biocrusts and ground cover in a savanna rangelandMyint Swe, Than, Williams, Wendy J., Schmidt, Susanne, Potgieter, Andries, Cowley, Robyn, Mellor, Vincent, Driscoll, Colin and Zhao, Yan (2023). Using digital photography to monitor changes in biocrusts and ground cover in a savanna rangeland. The Rangeland Journal, 44 (6), 263-278. doi: 10.1071/rj22019 |
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2022 Journal Article Challenges and opportunities in remote sensing-based crop monitoring: a reviewWu, Bingfang, Zhang, Miao, Zeng, Hongwei, Tian, Fuyou, Potgieter, Andries B., Qin, Xingli, Yan, Nana, Chang, Sheng, Zhao, Yan, Dong, Qinghan, Boken, Vijendra, Plotnikov, Dmitry, Guo, Huadong, Wu, Fangming, Zhao, Hang, Deronde, Bart, Tits, Laurent and Loupian, Evgeny (2022). Challenges and opportunities in remote sensing-based crop monitoring: a review. National Science Review, 10 (4) nwac290, 1-34. doi: 10.1093/nsr/nwac290 |
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2022 Journal Article Basin management inspiration from impacts of alternating dry and wet conditions on water production and carbon uptake in Murray-Darling BasinLu, Zhixiang, Feng, Qi, Wei, Yongping, Zhao, Yan, Deo, Ravinesh C., Xie, Jiali, Zhou, Sha, Zhu, Meng and Xu, Min (2022). Basin management inspiration from impacts of alternating dry and wet conditions on water production and carbon uptake in Murray-Darling Basin. Science of the Total Environment, 851 (Pt 2) 158359, 158359. doi: 10.1016/j.scitotenv.2022.158359 |
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2022 Journal Article Estimating photosynthetic attributes from high-throughput canopy hyperspectral sensing in sorghumZhi, Xiaoyu, Massey-Reed, Sean Reynolds, Wu, Alex, Potgieter, Andries, Borrell, Andrew, Hunt, Colleen, Jordan, David, Zhao, Yan, Chapman, Scott, Hammer, Graeme and George-Jaeggli, Barbara (2022). Estimating photosynthetic attributes from high-throughput canopy hyperspectral sensing in sorghum. Plant Phenomics, 2022 9768502, 1-18. doi: 10.34133/2022/9768502 |
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2022 Conference Publication Crop type prediction utilising a long short-term memory with a self-attention for winter crops in AustraliaNguyen, Dung, Zhao, Yan, Zhang, Yifan, Huynh, Anh Ngoc-Lan, Roosta, Fred, Hammer, Graeme, Chapman, Scott and Potgieter, Andries (2022). Crop type prediction utilising a long short-term memory with a self-attention for winter crops in Australia. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 17-22 July 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IGARSS46834.2022.9883737 |
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2022 Conference Publication A high-throughput phenotyping pipeline for rapid evaluation of morphological and physiological crop traits across large fieldsDas, Sumanta, Massey-Reed, Sean Reynolds, Mahuika, Jenny, Watson, James, Cordova, Celso, Otto, Loren, Zhao, Yan, Chapman, Scott, George-Jaeggli, Barbara, Jordan, David, Hammer, Graeme L. and Potgieter, Andries B. (2022). A high-throughput phenotyping pipeline for rapid evaluation of morphological and physiological crop traits across large fields. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 17-22 July 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/IGARSS46834.2022.9884530 |
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2021 Journal Article Detecting sorghum plant and head features from multispectral UAV imageryZhao, Yan, Zheng, Bangyou, Chapman, Scott C., Laws, Kenneth, George-Jaeggli, Barbara, Hammer, Graeme L., Jordan, David R. and Potgieter, Andries B. (2021). Detecting sorghum plant and head features from multispectral UAV imagery. Plant Phenomics, 2021 9874650, 9874650-14. doi: 10.34133/2021/9874650 |
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2021 Journal Article Evolution and application of digital technologies to predict crop type and crop phenology in agriculturePotgieter, A. B., Zhao, Yan, Zarco-Tejada, Pablo J, Chenu, Karine, Zhang, Yifan, Porker, Kenton, Biddulph, Ben, Dang, Yash P., Neale, Tim, Roosta, Fred and Chapman, Scott (2021). Evolution and application of digital technologies to predict crop type and crop phenology in agriculture. In Silico Plants, 3 (1) diab017, 1-23. doi: 10.1093/insilicoplants/diab017 |
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2020 Journal Article Using a process-based model to understand dynamics of Chinese agricultural and water technology development from 8000 bc to 1911 adWu, Shuanglei, Wei, Yongping, Head, Brian, Zhao, Yan and Hanna, Scott (2020). Using a process-based model to understand dynamics of Chinese agricultural and water technology development from 8000 bc to 1911 ad. Ambio, 50 (5), 1101-1116. doi: 10.1007/s13280-020-01424-7 |
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2020 Journal Article Evolution and effects of the social-ecological system over a millennium in China's Loess PlateauWu, Xutong, Wei, Yongping, Fu, Bojie, Wang, Shuai, Zhao, Yan and Moran, Emilio F. (2020). Evolution and effects of the social-ecological system over a millennium in China's Loess Plateau. Science Advances, 6 (41) eabc0276. doi: 10.1126/sciadv.abc0276 |
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2020 Journal Article An integrative influence of saline water irrigation and fertilization on the structure of soil bacterial communitiesChen, L. J., Li, C. S., Feng, Q., Wei, Y. P., Zhao, Y., Zhu, M. and Deo, R. C. (2020). An integrative influence of saline water irrigation and fertilization on the structure of soil bacterial communities. Journal of Agricultural Science, 157 (9-10), 693-700. doi: 10.1017/S002185962000012X |
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2020 Journal Article Predicting wheat yield at the field scale by combining high-resolution sentinel-2 satellite imagery and crop modellingZhao, Yan, Potgieter, Andries B., Zhang, Miao, Wu, Bingfang and Hammer, Graeme L. (2020). Predicting wheat yield at the field scale by combining high-resolution sentinel-2 satellite imagery and crop modelling. Remote Sensing, 12 (6) 1024, 1024. doi: 10.3390/rs12061024 |
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2019 Journal Article Water stress affects the frequency of Firmicutes, Clostridiales and Lysobacter in rhizosphere soils of greenhouse grapeZhang, Rui, Chen, Lijuan, Niu, Zuirong, Song, Shuzhen and Zhao, Yan (2019). Water stress affects the frequency of Firmicutes, Clostridiales and Lysobacter in rhizosphere soils of greenhouse grape. Agricultural Water Management, 226 105776, 105776. doi: 10.1016/j.agwat.2019.105776 |
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2019 Journal Article The development of ancient Chinese agricultural and water technology from 8000 BC to 1911 ADWu, Shuanglei, Wei, Yongping, Head, Brian, Zhao, Yan and Hanna, Scott (2019). The development of ancient Chinese agricultural and water technology from 8000 BC to 1911 AD. Palgrave Communications, 5 (1) 77. doi: 10.1057/s41599-019-0282-1 |
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2019 Journal Article Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: implications for water resources management in endorheic basinsGuo, Xiaoyan, Feng, Qi, Si, Jianhua, Xi, Haiyang, Zhao, Yan and Deo, Ravinesh C. (2019). Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: implications for water resources management in endorheic basins. Journal of Hydrology, 579 124212. doi: 10.1016/j.jhydrol.2019.124212 |
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2019 Journal Article Pathways from payments for ecosystem services program to socioeconomic outcomesWu, Xutong, Wang, Shuai, Fu, Bojie, Zhao, Yan and Wei, Yongping (2019). Pathways from payments for ecosystem services program to socioeconomic outcomes. Ecosystem Services, 39 101005, 101005. doi: 10.1016/j.ecoser.2019.101005 |
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2019 Journal Article A landscape management analysis framework and its preliminary application in Ejina Oasis, Northwest ChinaRan, YouHua and Zhao, Yan (2019). A landscape management analysis framework and its preliminary application in Ejina Oasis, Northwest China. Sciences in Cold and Arid Regions, 11 (3), 239-247. doi: 10.3724/SP.J.1226.2019.00239 |
