Peter J. Thorburn

24 papers A* 1C 2Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
A calibration protocol for soil-crop models.
Environ. Model. Softw.
Daniel Wallach, Samuel Buis, Diana-Maria Seserman, Taru Palosuo, Peter J. Thorburn, Henrike Mielenz, Eric Justes, Kurt Christian Kersebaum, Benjamin Dumont, Marie Launay, Sabine J. Seidel
2023 A* conf
SciHarvester: Searching Scientific Documents for Numerical Values.
SIGIR
Maciej Rybinski, Stephen Wan, Sarvnaz Karimi, Cécile Paris, Brian Jin, Neil I. Huth, Peter J. Thorburn, Dean P. Holzworth
2022 J jnl
A deep surrogate model with spatio-temporal awareness for water quality sensor measurement.
Expert Syst. Appl.
Yi-Fan Zhang, Peter J. Thorburn
2022 J jnl
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods.
Future Gener. Comput. Syst.
Yi-Fan Zhang, Peter J. Thorburn
2021 J jnl
A dual-head attention model for time series data imputation.
Comput. Electron. Agric.
Yi-Fan Zhang, Peter J. Thorburn
2021 J jnl
Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components.
Environ. Model. Softw.
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
2021 J jnl
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise.
Environ. Model. Softw.
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 Narimanzadeh, 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
2020 J jnl
1622WQ: A web-based application to increase farmer awareness of the impact of agriculture on water quality.
Environ. Model. Softw.
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
2020 C conf
A Satellite-Based Methodology for Harvest Date Detection and Yield Prediction in Sugarcane.
IGARSS
Yuri Shendryk, Lecheng Pan, Matthew Craigie, Mattia Stasolla, Catherine Ticehurst, Peter J. Thorburn
2020 J jnl
Fine-scale prediction of biomass and leaf nitrogen content in sugarcane using UAV LiDAR and multispectral imaging.
Int. J. Appl. Earth Obs. Geoinformation
Yuri Shendryk, Jeremy Sofonia, Robert Garrard, Yannik Rist, Danielle Skocaj, Peter J. Thorburn
2019 — conf
Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor Data.
ICONIP (4)
Yi-Fan Zhang, Peter J. Thorburn, Peter Fitch
2019 J jnl
SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data.
IEEE Internet Things J.
Yi-Fan Zhang, Peter J. Thorburn, Wei Xiang, Peter Fitch
2018 C conf
Deep Learning - a New Approach for Multi-Label Scene Classification in Planetscope and Sentinel-2 Imagery.
IGARSS
Iurii Shendryk, Yannik Rist, Rob Lucas, Peter J. Thorburn, Catherine Ticehurst
2016 J jnl
Estimating model prediction error: Should you treat predictions as fixed or random?
Environ. Model. Softw.
Daniel Wallach, Peter J. Thorburn, Senthold Asseng, Andrew J. Challinor, Frank Ewert, James W. Jones, Reimund P. Rötter, Alex C. Ruane
2016 J jnl
Multi-wheat-model ensemble responses to interannual climate variability.
Environ. Model. Softw.
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
2015 J jnl
Agricultural production systems modelling and software: Current status and future prospects.
Environ. Model. Softw.
Dean P. Holzworth, Val Snow, Sander Janssen, Ioannis N. Athanasiadis, Marcello Donatelli, Gerrit Hoogenboom, Jeffrey W. White, Peter J. Thorburn
2015 J jnl
Analysis and classification of data sets for calibration and validation of agro-ecosystem models.
Environ. Model. Softw.
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
2015 J jnl
Calibration of the phenology sub-model of APSIM-Oryza: Going beyond goodness of fit.
Environ. Model. Softw.
Sarath P. Nissanka, Asha S. Karunaratne, Ruchika Perera, W. M. W. Weerakoon, Peter J. Thorburn, Daniel Wallach
2015 J jnl
Simple approach to emulating complex computer models for global sensitivity analysis.
Environ. Model. Softw.
Bryan Stanfill, Henrike Mielenz, David Clifford, Peter J. Thorburn
2015 J jnl
Sugarcane model intercomparison: Structural differences and uncertainties under current and potential future climates.
Environ. Model. Softw.
Fábio Ricardo Marin, Peter J. Thorburn, Daniel Silveira Pinto Nassif, Leandro G. Costa
2015 J jnl
Thematic issue on agricultural systems modelling and software - Part II.
Environ. Model. Softw.
Ioannis N. Athanasiadis, Sander Janssen, Dean P. Holzworth, Peter J. Thorburn, Marcello Donatelli, Valerie O. Snow, Gerrit Hoogenboom, Jeffrey W. White
2014 J jnl
APSIM - Evolution towards a new generation of agricultural systems simulation.
Environ. Model. Softw.
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
2014 J jnl
The error in agricultural systems model prediction depends on the variable being predicted.
Environ. Model. Softw.
Daniel Wallach, Peter J. Thorburn
2006 J jnl
Modelling trickle irrigation: Comparison of analytical and numerical models for estimation of wetting front position with time.
Environ. Model. Softw.
Freeman J. Cook, Peter Fitch, Peter J. Thorburn, P. B. Charlesworth, K. L. Bristow