Peter J. Thorburn

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Goodness Of Fit

Numerical Values

Scientific Documents

Convolutional Network

Top Venues

Environ. Model. Softw.

Comput. Electron. Agric.

Publications

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
A calibration protocol for soil-crop models. Environ. Model. Softw. 180 (2024)
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)
Yi-Fan Zhang, Peter J. Thorburn
A deep surrogate model with spatio-temporal awareness for water quality sensor measurement. Expert Syst. Appl. 200 (2022)
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 (2022)
Yi-Fan Zhang, Peter J. Thorburn
A dual-head attention model for time series data imputation. Comput. Electron. Agric. 189 (2021)
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 Garcia, 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 (2021)
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 (2021)
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 (2020)
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)
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 (2020)
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) (2019)
Yi-Fan Zhang, Peter J. Thorburn, Peter Fitch
Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor Data. ICONIP (4) (2019)
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)
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 (2016)
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 (2016)
Bryan Stanfill, Henrike Mielenz, David Clifford, Peter J. Thorburn
Simple approach to emulating complex computer models for global sensitivity analysis. Environ. Model. Softw. 74 (2015)
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 (2015)
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 (2015)
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 (2015)
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 (2015)
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 (2015)
Daniel Wallach, Peter J. Thorburn
The error in agricultural systems model prediction depends on the variable being predicted. Environ. Model. Softw. 62 (2014)
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 (2014)
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) (2006)