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Petra Kuhnert
Petra Kuhnert
CSIRO Data61
Verified email at data61.csiro.au
Title
Cited by
Year
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems
D MacKinlay, R Tsuchida, D Pagendam, P Kuhnert
arXiv preprint arXiv:2402.08193, 2024
2024
Resolving ethics trade-offs in implementing responsible AI
C Sanderson, E Schleiger, D Douglas, P Kuhnert, Q Lu
arXiv preprint arXiv:2401.08103, 2024
2024
A framework for modelling spatio-temporal trends in crop production using generalised additive models
MJ Wellington, R Lawes, P Kuhnert
Computers and Electronics in Agriculture 212, 108111, 2023
12023
Decoupling crop production from water consumption at some irrigation schemes in southern Africa
M Wellington, P Kuhnert, R Lawes, L Renzullo, J Pittock, P Ramshaw, ...
Agricultural Water Management 284, 108358, 2023
32023
Rapid monitoring of cropland primary productivity and shipping activity in Ukraine
M Wellington, P Kuhnert, R Lawes
Plos one 18 (6), e0286637, 2023
2023
Refining fine sediment source identification through integration of spatial modelling, concentration monitoring and source tracing: A case study in the Great Barrier Reef …
Z Bainbridge, J Olley, S Wilkinson, R Bartley, S Lewis, C Dougall, S Khan, ...
Science of The Total Environment, 164731, 2023
32023
Bayesian Physics Informed Neural Networks for data assimilation and spatio-temporal modelling of wildfires
JJ Dabrowski, DE Pagendam, J Hilton, C Sanderson, D MacKinlay, ...
Spatial Statistics 55, 100746, 2023
82023
A Neural Emulator for Uncertainty Estimation of Fire Propagation
A Bolt, C Sanderson, JJ Dabrowski, C Huston, P Kuhnert
arXiv preprint arXiv:2305.06139, 2023
2023
Air ambulance retrievals of patients with suspected appendicitis and acute abdominal pain: The patients’ journeys, referral pathways and appendectomy outcomes using linked data …
KH Edwards, MT Edwards, RC Franklin, S Khanna, PM Kuhnert, R Jones
Australasian Emergency Care 26 (1), 13-23, 2023
2023
Using a quality framework to explore air ambulance patients’ journey outcomes in Central Queensland, Australia
KH Edwards, RC Franklin, R Jones, PM Kuhnert, S Khanna
Prehospital and Disaster Medicine 38 (1), 57-64, 2023
12023
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires
J Janek Dabrowski, DE Pagendam, J Hilton, C Sanderson, D MacKinlay, ...
arXiv e-prints, arXiv: 2212.00970, 2022
2022
A spatio-temporal neural network forecasting approach for emulation of firefront models
A Bolt, C Huston, P Kuhnert, JJ Dabrowski, J Hilton, C Sanderson
2022 Signal Processing: Algorithms, Architectures, Arrangements, and …, 2022
72022
Rapid monitoring of crop growth, grain exports, and fire patterns in Ukraine
M Wellington, R Lawes, P Kuhnert
2022
Sampling re-design increases power to detect change in the Great Barrier Reef’s inshore water quality
LR Lloyd-Jones, PM Kuhnert, E Lawrence, SE Lewis, J Waterhouse, ...
Plos one 17 (7), e0271930, 2022
12022
Smallset Timelines: A Visual Representation of Data Preprocessing Decisions
LR Lucchesi, PM Kuhnert, JL Davis, L Xie
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
12022
Towards data assimilation in level-set wildfire models using Bayesian filtering
JJ Dabrowski, C Huston, J Hilton, S Mangeon, P Kuhnert
arXiv preprint arXiv:2206.08501, 2022
52022
Towards Data Assimilation in Level-Set Wildfire Models Using Bayesian Filtering
J Janek Dabrowski, C Huston, J Hilton, S Mangeon, P Kuhnert
arXiv e-prints, arXiv: 2206.08501, 2022
2022
An Emulation Framework for Fire Front Spread
A Bolt, JJ Dabrowski, C Huston, P Kuhnert
arXiv preprint arXiv:2203.12160, 2022
22022
Modelling within-season variation in light use efficiency enhances productivity estimates for cropland
MJ Wellington, P Kuhnert, LJ Renzullo, R Lawes
Remote Sensing 14 (6), 1495, 2022
102022
Creating trusted extensions to existing software tools in bushfire consequence estimation
C Huston, J Davis, P Kuhnert, A Bolt
ISCRAM Asia Pacific, 2022
12022
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