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ORCIDPeter J. Thorburn
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- affiliation: CSIRO Agriculture Flagship, Brisbane, Australia
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Journal Articles
- 2022
[j19]Yi-Fan Zhang
, Peter J. Thorburn:
A deep surrogate model with spatio-temporal awareness for water quality sensor measurement. Expert Syst. Appl. 200: 116914 (2022)- [j18]Yi-Fan Zhang, Peter J. Thorburn:
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods. Future Gener. Comput. Syst. 128: 63-72 (2022) - 2021
- [j17]Yi-Fan Zhang, Peter J. Thorburn:
A dual-head attention model for time series data imputation. Comput. Electron. Agric. 189: 106377 (2021) - [j16]Cyrille Ahmed Midingoyi, Christophe Pradal, Andreas Enders, Davide Fumagalli, Hélène Raynal, Marcello Donatelli, Ioannis N. Athanasiadis, Cheryl H. Porter, Gerrit Hoogenboom, Dean P. Holzworth, Frédérick Garçia, Peter J. Thorburn, Pierre Martre:
Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components. Environ. Model. Softw. 142: 105055 (2021) - [j15]Daniel Wallach, Taru Palosuo, Peter J. Thorburn, Zvi Hochman, Emmanuelle Gourdain, Fety Andrianasolo, Senthold Asseng, Bruno Basso, Samuel Buis, Neil Crout, Camilla Dibari, Benjamin Dumont, Roberto Ferrise, Thomas Gaiser, Cecile Garcia, Sebastian Gayler, Afshin Ghahramani, Santosh Hiremath, Steven Hoek, Heidi Horan, Gerrit Hoogenboom, Mingxia Huang, Mohamed Jabloun, Per-Erik Jansson, Qi Jing, Eric Justes, Kurt Christian Kersebaum, Anne Klosterhalfen, Marie Launay, Elisabet Lewan, Qunying Luo, Bernardo Maestrini, Henrike Mielenz, Marco Moriondo, Hasti Nariman Zadeh, Gloria Padovan, Jørgen Eivind Olesen, Arne Poyda, Eckart Priesack, Johannes W. M. Pullens, Budong Qian, Niels Schütze, Vakhtang Shelia, Amir Souissi, Xenia Specka, Amit Kumar Srivastava, Tommaso Stella, Thilo Streck, Giacomo Trombi, Evelyn Wallor, Jing Wang, Tobias K. D. Weber, Lutz Weihermüller, Allard de Wit, Thomas Wöhling, Liujun Xiao, Chuang Zhao, Yan Zhu, Sabine J. Seidel:
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise. Environ. Model. Softw. 145: 105206 (2021) - 2020
- [j14]Yuri Shendryk, Jeremy Sofonia, Robert Garrard, Yannik Rist, Danielle Skocaj, Peter J. Thorburn:
Fine-scale prediction of biomass and leaf nitrogen content in sugarcane using UAV LiDAR and multispectral imaging. Int. J. Appl. Earth Obs. Geoinformation 92: 102177 (2020) - [j13]Maria P. Vilas, Peter J. Thorburn, Simon Fielke, Tony Webster, Martijn Mooij, Jody S. Biggs, Yi-Fan Zhang, Adam Adham, Aaron Davis, Bertrand Dungan, Roger Butler, Peter Fitch:
1622WQ: A web-based application to increase farmer awareness of the impact of agriculture on water quality. Environ. Model. Softw. 132: 104816 (2020) - 2019
- [j12]Yi-Fan Zhang, Peter J. Thorburn, Wei Xiang, Peter Fitch:
SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data. IEEE Internet Things J. 6(4): 6618-6628 (2019) - 2016
- [j11]Alex C. Ruane, Nicholas I. Hudson, Senthold Asseng, Davide Camarrano, Frank Ewert, Pierre Martre, Kenneth J. Boote, Peter J. Thorburn, Pramod K. Aggarwal, Carlos Angulo, Bruno Basso, Patrick Bertuzzi, Christian Biernath, Nadine Brisson, Andrew J. Challinor, Jordi Doltra, Sebastian Gayler, Richard Goldberg, Robert F. Grant, Lee K. Heng, Josh Hooker, Leslie A. Hunt, Joachim Ingwersen, Roberto César Izaurralde, Kurt Christian Kersebaum, Soora Naresh Kumar, Christoph Müller, Claas Nendel, Garry O'Leary, Jørgen Eivind Olesen, Tom M. Osborne, Taru Palosuo, Eckart Priesack, Dominique Ripoche, Reimund P. Rötter, Mikhail A. Semenov, Iurii Shcherbak, Pasquale Steduto, Claudio O. Stöckle, Pierre Stratonovitch, Thilo Streck, Iwan Supit, Fulu Tao, Maria Travasso, Katharina Waha, Daniel Wallach, Jeffrey W. White, Joost Wolf:
Multi-wheat-model ensemble responses to interannual climate variability. Environ. Model. Softw. 81: 86-101 (2016) - [j10]Daniel Wallach, Peter J. Thorburn, Senthold Asseng, Andrew J. Challinor, Frank Ewert, James W. Jones, Reimund P. Rötter, Alex C. Ruane:
Estimating model prediction error: Should you treat predictions as fixed or random? Environ. Model. Softw. 84: 529-539 (2016) - 2015
- [j9]Sarath P. Nissanka, Asha S. Karunaratne, Ruchika Perera, W. M. W. Weerakoon, Peter J. Thorburn, Daniel Wallach:
Calibration of the phenology sub-model of APSIM-Oryza: Going beyond goodness of fit. Environ. Model. Softw. 70: 128-137 (2015) - [j8]Ioannis N. Athanasiadis, Sander Janssen, Dean P. Holzworth, Peter J. Thorburn, Marcello Donatelli, Valerie O. Snow, Gerrit Hoogenboom, Jeffrey W. White:
Thematic issue on agricultural systems modelling and software - Part II. Environ. Model. Softw. 72: 274-275 (2015) - [j7]Dean P. Holzworth, Val Snow, Sander Janssen, Ioannis N. Athanasiadis, Marcello Donatelli, Gerrit Hoogenboom, Jeffrey W. White, Peter J. Thorburn:
Agricultural production systems modelling and software: Current status and future prospects. Environ. Model. Softw. 72: 276-286 (2015) - [j6]Fábio R. Marin, Peter J. Thorburn, Daniel Silveira Pinto Nassif, Leandro G. Costa:
Sugarcane model intercomparison: Structural differences and uncertainties under current and potential future climates. Environ. Model. Softw. 72: 372-386 (2015) - [j5]Kurt Christian Kersebaum, Kenneth J. Boote, J. S. Jorgenson, Claas Nendel, Marco Bindi, C. Frühauf, Thomas Gaiser, Gerrit Hoogenboom, C. Kollas, Jørgen Eivind Olesen, Reimund P. Rötter, Françoise Ruget, Peter J. Thorburn, Marián Trnka, Martin Wegehenkel:
Analysis and classification of data sets for calibration and validation of agro-ecosystem models. Environ. Model. Softw. 72: 402-417 (2015) - [j4]Bryan Stanfill, Henrike Mielenz, David Clifford, Peter J. Thorburn:
Simple approach to emulating complex computer models for global sensitivity analysis. Environ. Model. Softw. 74: 140-155 (2015) - 2014
- [j3]Dean P. Holzworth, Neil I. Huth, Peter G. de Voil, Eric J. Zurcher, Neville I. Herrmann, Greg McLean, Karine Chenu, Erik J. van Oosterom, Valerie O. Snow, Chris Murphy, Andrew D. Moore, Hamish E. Brown, Jeremy P. M. Whish, Shaun Verrall, Justin Fainges, Lindsay W. Bell, Allan S. Peake, Perry L. Poulton, Zvi Hochman, Peter J. Thorburn, Donald S. Gaydon, Neal P. Dalgliesh, Daniel Rodríguez, Howard Cox, Scott C. Chapman, Alastair Doherty, Edmar I. Teixeira, Joanna Sharp, Rogerio Cichota, Iris Vogeler, Frank Y. Li, Enli Wang, Graeme L. Hammer, Michael J. Robertson, John P. Dimes, Anthony M. Whitbread, James Hunt, Harm van Rees, Tim McClelland, Peter S. Carberry, John N. G. Hargreaves, Neil MacLeoda, Cam McDonald, Justin Harsdorf, Sara Wedgwood, Brian A. Keating:
APSIM - Evolution towards a new generation of agricultural systems simulation. Environ. Model. Softw. 62: 327-350 (2014) - [j2]Daniel Wallach, Peter J. Thorburn:
The error in agricultural systems model prediction depends on the variable being predicted. Environ. Model. Softw. 62: 487-494 (2014) - 2006
- [j1]Freeman J. Cook, Peter Fitch, Peter J. Thorburn, P. B. Charlesworth, K. L. Bristow:
Modelling trickle irrigation: Comparison of analytical and numerical models for estimation of wetting front position with time. Environ. Model. Softw. 21(9): 1353-1359 (2006)
Conference and Workshop Papers
- 2023
- [c4]Maciej Rybinski, Stephen Wan, Sarvnaz Karimi, Cécile Paris, Brian Jin, Neil I. Huth, Peter J. Thorburn, Dean P. Holzworth:
SciHarvester: Searching Scientific Documents for Numerical Values. SIGIR 2023: 3135-3139 - 2020
- [c3]Yuri Shendryk, Lecheng Pan, Matthew Craigie, Mattia Stasolla, Catherine Ticehurst, Peter J. Thorburn:
A Satellite-Based Methodology for Harvest Date Detection and Yield Prediction in Sugarcane. IGARSS 2020: 5167-5170 - 2019
- [c2]Yi-Fan Zhang, Peter J. Thorburn, Peter Fitch:
Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor Data. ICONIP (4) 2019: 122-130 - 2018
- [c1]Iurii Shendryk, Yannik Rist, Rob Lucas, Peter J. Thorburn, Catherine Ticehurst:
Deep Learning - a New Approach for Multi-Label Scene Classification in Planetscope and Sentinel-2 Imagery. IGARSS 2018: 1116-1119
Coauthor Index
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