Petra Kuhnert

Commonwealth Scientific and Industrial Research Organisation — Australia

Environmental Science · Physical Sciences

29h-index4.8kcitations102works3.72yr avg
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Research Topics

Marine and fisheries research(17), Fish Ecology and Management Studies(11), Hydrology and Watershed Management Studies(9), Fire effects on ecosystems(9), Meteorological Phenomena and Simulations(7)

Publications101 total

Resolving Ethics Trade-offs in Implementing Responsible AI
2024· 9 cited
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems
arXiv (Cornell University)·2024Open Access
Resolving Ethics Trade-offs in Implementing Responsible AI
arXiv (Cornell University)·2024· 2 citedOpen Access
A framework for modelling spatio-temporal trends in crop production using generalised additive models
Computers and Electronics in Agriculture·2023· 14 citedOpen Access
Rapid monitoring of cropland primary productivity and shipping activity in Ukraine
PLoS ONE·2023· 4 citedOpen Access
Refining fine sediment source identification through integration of spatial modelling, concentration monitoring and source tracing: A case study in the Great Barrier Reef catchments
The Science of The Total Environment·2023· 12 citedOpen Access
Decoupling crop production from water consumption at some irrigation schemes in southern Africa
Agricultural Water Management·2023· 13 citedOpen Access
A Neural Emulator for Uncertainty Estimation of Fire Propagation
arXiv (Cornell University)·2023Open Access
Bayesian Physics Informed Neural Networks for data assimilation and spatio-temporal modelling of wildfires
Spatial Statistics·2023· 36 citedOpen Access
A Neural Emulator for Uncertainty Estimation of Fire Propagation
Procedia Computer Science·2023Open Access
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires
arXiv (Cornell University)·2022· 3 citedOpen Access
Using a Quality Framework to Explore Air Ambulance Patients’ Journey Outcomes in Central Queensland, Australia
Prehospital and Disaster Medicine·2022· 3 cited
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
2022· 6 cited
Rapid monitoring of crop growth, grain exports, and fire patterns in Ukraine
Research Square (Research Square)·2022Open Access
Sampling re-design increases power to detect change in the Great Barrier Reef’s inshore water quality
PLoS ONE·2022· 2 citedOpen Access
Air ambulance retrievals of patients with suspected appendicitis and acute abdominal pain: The patients’ journeys, referral pathways and appendectomy outcomes using linked data in Central Queensland, Australia
Australasian Emergency Care·2022
Smallset Timelines: A Visual Representation of Data Preprocessing Decisions
2022 ACM Conference on Fairness, Accountability, and Transparency·2022· 27 citedOpen Access
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
arXiv (Cornell University)·2022Open Access
Towards Data Assimilation in Level-Set Wildfire Models Using Bayesian Filtering
arXiv (Cornell University)·2022· 5 citedOpen Access
Smallset Timelines: A Visual Representation of Data Preprocessing Decisions
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Brent Henderson(7), Zoë Bainbridge(7), Jon Brodie(6), Stephen Lewis(6), Rebecca Bartley(6), Dan Pagendam(6), Tara G. Martin(5), Kerrie Mengersen(5), Leanne Duffy(5), Heidi Pethybridge(5), Jock Young(5), Robert Olson(5), Nicholas G. Martin(5), Scott Wilkinson(4), Valérie Allain(4), K. D. Muirden(4), Samantha Low‐Choy(3), Hugh P. Possingham(3), Shane P. Griffiths(3), Frederieke J. Kroon(3)