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Data for: A Low-Complexity Machine Learning Nitrate Loss Predictive Model – Towards Proactive Farm Management in a Networked Catchment

Data for: A Low-Complexity Machine Learning Nitrate Loss Predictive Model – Towards Proactive Farm Management in a Networked Catchment
Data for: A Low-Complexity Machine Learning Nitrate Loss Predictive Model – Towards Proactive Farm Management in a Networked Catchment
The data here allows the construction of some of the figures in the paper, Huma Zia, Nick Harris, Geoff Merrett, Mark Rivers (2019), 'A Low-Complexity Machine Learning Nitrate Loss Predictive Model – Towards Proactive Farm Management in a Networked Catchment', IEEE ACCESS.The data was also used for training the various machine learning models described within the paper.Part of the data was extracted from the following public dataset, available from its original source at G. Keily. (2003). Phosphorus, Nitrogen and Suspended Sediment loss from Soil to Water from Agricultural Grassland. Available: http://erc.epa.ie/safer/resource?id=ad1f3acf-5035-102a-90c6-0593d266866d
University of Southampton
Zia, Huma
74118b4c-35ab-44e8-a44f-daa4cc6f83e8
Harris, Nicholas
237cfdbd-86e4-4025-869c-c85136f14dfd
Zia, Huma
74118b4c-35ab-44e8-a44f-daa4cc6f83e8
Harris, Nicholas
237cfdbd-86e4-4025-869c-c85136f14dfd

Zia, Huma and Harris, Nicholas (2019) Data for: A Low-Complexity Machine Learning Nitrate Loss Predictive Model – Towards Proactive Farm Management in a Networked Catchment. University of Southampton doi:10.5258/SOTON/D0815 [Dataset]

Record type: Dataset

Abstract

The data here allows the construction of some of the figures in the paper, Huma Zia, Nick Harris, Geoff Merrett, Mark Rivers (2019), 'A Low-Complexity Machine Learning Nitrate Loss Predictive Model – Towards Proactive Farm Management in a Networked Catchment', IEEE ACCESS.The data was also used for training the various machine learning models described within the paper.Part of the data was extracted from the following public dataset, available from its original source at G. Keily. (2003). Phosphorus, Nitrogen and Suspended Sediment loss from Soil to Water from Agricultural Grassland. Available: http://erc.epa.ie/safer/resource?id=ad1f3acf-5035-102a-90c6-0593d266866d

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readme_D0815.txt - Dataset
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More information

Published date: 2019

Identifiers

Local EPrints ID: 428431
URI: https://eprints.soton.ac.uk/id/eprint/428431
PURE UUID: 81877219-a27c-4945-af10-ec70680e6105
ORCID for Nicholas Harris: ORCID iD orcid.org/0000-0003-4122-2219

Catalogue record

Date deposited: 25 Feb 2019 17:32
Last modified: 26 Feb 2019 01:36

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Contributors

Creator: Huma Zia
Creator: Nicholas Harris ORCID iD

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