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