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Pereira, C.E
Poole, S
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Authors
Tilse, M.J
Bishop, T
Poole, S
Filippi, P
Gallo, B.B
Visintainer Lerman, L
da Silva, R.F
Bolfe, E
da Silva, M.M
Alves, T
Pereira, C.E
Porcino, T.M
Topics
Artificial Intelligence, Big Data, and Advanced Analytics in Agriculture
Precision Agriculture for Sustainability and Environmental Protection
Type
Oral
Poster
Year
2026
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1. A Counterfactual Modelling Framework with On-farm Experimentation for Guiding Site-specific Nitrogen Applications

Nitrogen (N) fertiliser is a key driver of wheat grain protein content (GPC) and yield, and represents one of the largest variable input costs and sources of emissions in Australian grain production. Yet estimating optimal N fertiliser rates remains challenging due to spatio-temporal variability in soil N supply and crop nutrient demand, as well as dynamic interactions between yield, GPC, and water availability. On-farm experimentation (OFE) provides valuable insights into crop responses... M.J. Tilse, T. Bishop, S. Poole, P. Filippi

2. Smart Resource Use in Precision Agriculture: A Conceptual Framework for Digital Sustainability Development

Digital and precision agriculture are expected to play a central role in shaping future sustainable food production systems by enabling more intelligent, adaptive, and resource-efficient practices. This study adopted a forward-looking literature review, composed of bibliometric and systematic aspects, to propose Smart Resource Use as an emerging paradigm for sustainable development in digitally enabled precision agriculture, extending the concept of smart consumption beyond its traditional origins... B.B. Gallo, L. Visintainer Lerman, R.F. Da Silva, E. Bolfe, M.M. Da Silva, T. Alves, C.E. Pereira, T.M. Porcino