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Brett M. Whelan

The University of Sydney

University of Sydney

Sydney, 2006

Australia

  • The University of Sydney

SCHOLARLY PAPERS

3

DOWNLOADS

227

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Explainable Machine Learning to Map the Impact of Weather and Soil on Wheat Yield and Revenue Across the Eastern Australian Grain Belt

Downloads 123 (588,531)

Explainable Machine Learning to Map the Impact of Weather and Soil on Wheat Yield and Revenue Across the Eastern Australian Grain Belt

Number of pages: 28 Posted: 16 Feb 2022
Patrick Filippi, Brett M. Whelan and Thomas Francis Aloysious Bishop
The University of Sydney, The University of Sydney and The University of Sydney
Downloads 83 (798,777)

Abstract:

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Yield modelling, empirical, data-driven, soil constraints, Precision Agriculture.

Explainable Machine Learning to Map the Impact of Weather and Soil on Wheat Yield and Revenue Across the Eastern Australian Grain Belt

Number of pages: 32 Posted: 17 Nov 2023
Patrick Filippi, Brett M. Whelan and Thomas Francis Aloysious Bishop
The University of Sydney, The University of Sydney and The University of Sydney
Downloads 40 (1,210,354)

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Yield modelling, empirical, data-driven, soil constraints, extreme weather.

2.

Gaussian Process Regression for 3d Soil Mapping Over Multiple Spatial Supports

Number of pages: 21 Posted: 15 Dec 2023
Jie Wang, Patrick Filippi, Sebastian Haan, Liana E. Pozza, Brett M. Whelan and Thomas Francis Aloysious Bishop
The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney and The University of Sydney
Downloads 53 (1,041,696)

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Block predictions, Kriging, Soil horizons, Model uncertainty

3.

Depth to Sodicity Constraint Mapping of the Murray-Darling Basin, Australia

Number of pages: 43 Posted: 28 Mar 2022
Liana E. Pozza, Patrick Filippi, Brett M. Whelan, Niranjan S. Wimalathunge, Edward J. Jones and Thomas Francis Aloysious Bishop
The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney and The University of Sydney
Downloads 51 (1,052,702)
Citation 2

Abstract:

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digital soil mapping, area of applicability, Random Forest, soil constraints