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What makes on-farm experimental data suitable for data-driven decision-making? Implications of trial design and spatial distribution of field data for machine learning models

Crossref DOI link: https://doi.org/10.1007/s11119-025-10280-y

Published Online: 2025-09-20

Published Print: 2025-10

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Colaço, André F https://orcid.org/0000-0003-1741-9054
Bramley, Robert GV https://orcid.org/0000-0003-0643-7409
Richetti, Jonathan https://orcid.org/0000-0003-2675-3425
Lawes, Roger A https://orcid.org/0000-0002-1305-1478
Funding

Funding for this research was provided by:

Commonwealth Scientific and Industrial Research Organisation
License Information

Text and Data Mining valid from 2025-09-20

Version of Record valid from 2025-09-20
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Article History

Received: 13 May 2025

Accepted: 28 August 2025

First Online: 20 September 2025

Change Date: 7 October 2025

Change Type: Update

Change Details: Figure 8 size reduced and corrected present address information in affiliation section.

Declarations

:

: The authors declare that they have no conflict of interest.

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