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P. Thorburn · SciRah

Researcher profile · Semantic Scholar

P. Thorburn

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P. Thorburn — researcher profile on SciRah

h-index: 65
Works: 317
Citations: 18K

Most-cited papers

The uncertainty of crop yield projections is reduced by improved temperature response functions
E. Wang, P. Martre, Zhi-Gan Zhao, F. Ewert +52 more
2017Nature Plants312 citations Open access
Semantic Scholar
“If they don’t tell us what they do with it, why would we trust them?” Trust, transparency and benefit-sharing in Smart Farming
E. Jakku, B. Taylor, A. Fleming, C. Mason +3 more
2019NJAS - Wageningen Journal of Life Sciences295 citations Open access
Semantic Scholar
Towards protecting the Great Barrier Reef from land‐based pollution
F. Kroon, P. Thorburn, B. Schaffelke, S. Whitten
2016Global Change Biology202 citations Open access
Semantic Scholar
Towards improved calibration of crop models – Where are we now and where should we go?
S. Seidel, T. Palosuo, P. Thorburn, D. Wallach
2018184 citations
Semantic Scholar
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods
Yifan Zhang, P. Thorburn
2021Future generations computer systems164 citations Open access
Semantic Scholar
Global wheat production with 1.5 and 2.0°C above pre‐industrial warming
Bing Liu, P. Martre, F. Ewert, J. Porter +53 more
2019Global Change Biology160 citations Open access
Semantic Scholar
Multimodel ensembles improve predictions of crop–environment–management interactions
D. Wallach, P. Martre, Bing Liu, S. Asseng +44 more
2018Global Change Biology156 citations Open access
Semantic Scholar
Crop Model Improvement Reduces the Uncertainty of the Response to Temperature of Multi-Model Ensembles
A. Maiorano, P. Martre, S. Asseng, F. Ewert +33 more
2017148 citations Open access
Semantic Scholar
Modeling Long-Term Corn Yield Response to Nitrogen Rate and Crop Rotation
L. Puntel, J. Sawyer, D. Barker, Ranae N. Dietzel +5 more
2016Frontiers in Plant Science145 citations Open access
Semantic Scholar
SSIM—A Deep Learning Approach for Recovering Missing Time Series Sensor Data
YiFan Zhang, P. Thorburn, W. Xiang, P. Fitch
2019IEEE Internet of Things Journal134 citations Open access
Semantic Scholar
Is big data for big farming or for everyone? Perceptions in the Australian grains industry
A. Fleming, E. Jakku, L. Lim-Camacho, B. Taylor +1 more
2018Agronomy for Sustainable Development134 citations Open access
Semantic Scholar
Fine-scale prediction of biomass and leaf nitrogen content in sugarcane using UAV LiDAR and multispectral imaging
Yuri Shendryk, J. Sofonia, R. Garrard, Yannik Rist +2 more
2020International Journal of Applied Earth Observation and Geoinformation123 citations Open access
Semantic Scholar
Deep learning for multi-modal classification of cloud, shadow and land cover scenes in PlanetScope and Sentinel-2 imagery
Yuri Shendryk, Yannik Rist, C. Ticehurst, P. Thorburn
2019Isprs Journal of Photogrammetry and Remote Sensing118 citations Open access
Semantic Scholar
Prioritizing Crop Management to Increase Nitrogen Use Efficiency in Australian Sugarcane Crops
P. Thorburn, J. Biggs, Jeda Palmer, E. Meier +2 more
2017Frontiers in Plant Science101 citations Open access
Semantic Scholar
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise
D. Wallach, T. Palosuo, P. Thorburn, Z. Hochman +55 more
2021Environmental Modelling & Software97 citations Open access
Semantic Scholar
An AgMIP framework for improved agricultural representation in integrated assessment models
A. Ruane, C. Rosenzweig, S. Asseng, K. Boote +8 more
2017Environmental Research Letters93 citations Open access
Semantic Scholar
Predicting the Trend of Dissolved Oxygen Based on the kPCA-RNN Model
YiFan Zhang, P. Fitch, P. Thorburn
2019Water90 citations Open access
Semantic Scholar
Estimating uncertainty in crop model predictions: Current situation and future prospects
D. Wallach, P. Thorburn
201789 citations Open access
Semantic Scholar
Modelling crops and cropping systems—Evolving purpose, practice and prospects
B. Keating, P. Thorburn
2018European Journal of Agronomy82 citations
Semantic Scholar
Integrating satellite imagery and environmental data to predict field-level cane and sugar yields in Australia using machine learning
Yuri Shendryk, R. Davy, P. Thorburn
202172 citations
Semantic Scholar
Nitrogen Cycling from Increased Soil Organic Carbon Contributes Both Positively and Negatively to Ecosystem Services in Wheat Agro-Ecosystems
Jeda Palmer, P. Thorburn, J. Biggs, E. Dominati +7 more
2017Frontiers in Plant Science65 citations Open access
Semantic Scholar
Can seasonal soil N mineralisation trends be leveraged to enhance pasture growth?
Franco Bilotto, M. Harrison, Massimiliano De Antoni Migliorati, K. Christie +6 more
2021Science of the Total Environment63 citations Open access
Semantic Scholar
Greenhouse Gas Emissions From Cropping and Grazed Pastures Are Similar: A Simulation Analysis in Australia
E. Meier, P. Thorburn, L. Bell, M. Harrison +1 more
2020Frontiers in Sustainable Food Systems60 citations Open access
Semantic Scholar
Soil Organic Carbon and Nitrogen Feedbacks on Crop Yields under Climate Change
Bruno Basso, Benjamin Dumont, B. Maestrini, I. Shcherbak +26 more
201860 citations Open access
Semantic Scholar
Evidence for increasing global wheat yield potential
J. Guarin, P. Martre, F. Ewert, H. Webber +55 more
2022Environmental Research Letters58 citations Open access
Semantic Scholar
Multi-wheat-model ensemble responses to interannual climate variability
A. Ruane, Nicholas I. Hudson, S. Asseng, Davide Camarrano +44 more
2016Environmental Modelling & Software58 citations Open access
Semantic Scholar
A Systems Modeling Approach to Forecast Corn Economic Optimum Nitrogen Rate
L. Puntel, J. Sawyer, D. Barker, P. Thorburn +5 more
2018Frontiers in Plant Science55 citations Open access
Semantic Scholar
How well do crop modeling groups predict wheat phenology, given calibration data from the target population?
D. Wallach, T. Palosuo, P. Thorburn, E. Gourdain +50 more
2019European Journal of Agronomy54 citations Open access
Semantic Scholar
Applying Multi-Layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen
YiFan Zhang, P. Fitch, M. P. Vilas, P. Thorburn
2019Frontiers in Environmental Science52 citations Open access
Semantic Scholar
Long Term Sugarcane Crop Residue Retention Offers Limited Potential to Reduce Nitrogen Fertilizer Rates in Australian Wet Tropical Environments
E. Meier, P. Thorburn
2016Frontiers in Plant Science51 citations Open access
Semantic Scholar
Responses to atmospheric CO2 concentrations in crop simulation models: a review of current simple and semicomplex representations and options for model development
E. Vanuytrecht, P. Thorburn
2017Global Change Biology50 citations Open access
Semantic Scholar
Understanding the Impacts of Soil, Climate, and Farming Practices on Soil Organic Carbon Sequestration: A Simulation Study in Australia
C. Godde, P. Thorburn, J. Biggs, E. Meier
2016Frontiers in Plant Science47 citations Open access
Semantic Scholar
Estimating model prediction error: Should you treat predictions as fixed or random?
D. Wallach, P. Thorburn, S. Asseng, A. Challinor +4 more
2016Environmental Modelling & Software39 citations Open access
Semantic Scholar
2017 Scientific Consensus Statement: land use impacts on the Great Barrier Reef water quality and ecosystem condition, Chapter 1: the condition of coastal and marine ecosystems of the Great Barrioer Reef and their responses to water quality and disturbances
J. Waterhouse, B. Schaffelke, Rebecca Bartley, Rachel Eberhard +7 more
201737 citations
Semantic Scholar
Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment
S. Dueri, H. Brown, S. Asseng, F. Ewert +49 more
2022Journal of Experimental Botany35 citations Open access
Semantic Scholar
Evaluating and improving APSIM's capacity in simulating long-term corn yield response to nitrogen in continuous- and rotated-corn systems
Mitch Baum, J. Sawyer, E. Nafziger, I. Huber +3 more
2023Agricultural Systems33 citations Open access
Semantic Scholar
Multi-model evaluation of phenology prediction for wheat in Australia
D. Wallach, T. Palosuo, P. Thorburn, Z. Hochman +48 more
2020bioRxiv32 citations Open access
Semantic Scholar
1622WQ: A web-based application to increase farmer awareness of the impact of agriculture on water quality
M. P. Vilas, P. Thorburn, S. Fielke, T. Webster +8 more
2020Environmental Modelling & Software31 citations
Semantic Scholar
The nitrogen nutrition potential of arable soils
C. Nendel, Dennis Melzer, P. Thorburn
2019Scientific Reports31 citations Open access
Semantic Scholar
Guide for Regional Integrated Assessments: Handbook of Methods and Procedures, Version 5.1
A. Ruane, C. Rosenzweig, C. Mutter, P. Thorburn +7 more
201831 citations
Semantic Scholar
Proposal and extensive test of a calibration protocol for crop phenology models
D. Wallach, T. Palosuo, P. Thorburn, H. Mielenz +36 more
2023Agronomy for Sustainable Development30 citations Open access
Semantic Scholar
Sentinel Site Data for Crop Model Improvement—Definition and Characterization
K. Boote, C. Porter, James W. Jones, P. Thorburn +4 more
201630 citations
Semantic Scholar
A dual-head attention model for time series data imputation
Yifan Zhang, P. Thorburn
2021Computers and Electronics in Agriculture28 citations
Semantic Scholar
Grasping at digitalisation: turning imagination into fact in the sugarcane farming community
S. Fielke, Bruce M. Taylor, E. Jakku, M. Mooij +6 more
2021Sustainability Science26 citations Open access
Semantic Scholar
A framework for analysing nitrification inhibition: A case study on 3,4-dimethylpyrazole phosphate (DMPP).
M. P. Vilas, K. Verburg, P. Thorburn, M. Probert +1 more
2019Science of the Total Environment26 citations
Semantic Scholar
Review of APSIM's soil nitrogen modelling capability for agricultural systems analyses
K. Verburg, H. Pasley, J. Biggs, Iris Vogeler +20 more
2025Agricultural Systems22 citations Open access
Semantic Scholar
Motivators and barriers to adoption of Improved Land Management Practices. A focus on practice change for water quality improvement in Great Barrier Reef catchments.
A. Coggan, P. Thorburn, S. Fielke, Rachel Hay +1 more
2021Marine Pollution Bulletin22 citations Open access
Semantic Scholar
Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor Data
YiFan Zhang, P. Thorburn, P. Fitch
2019International Conference on Neural Information Processing22 citations
Semantic Scholar
Estimating economic and environmental trade-offs of managing nitrogen in Australian sugarcane systems taking agronomic risk into account.
John M. Kandulu, P. Thorburn, J. Biggs, K. Verburg
2018Journal of Environmental Management22 citations
Semantic Scholar
Nitrous oxide emissions from grain production systems across a wide range of environmental conditions in eastern Australia.
H. Mielenz, P. Thorburn, Rob Harris, S. Officer +3 more
201622 citations Open access
Semantic Scholar

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