Beddows, Matthew AndrewLeontidis, Georgios2024-06-032024-06-032024-06-02Beddows, M A & Leontidis, G 2024, 'A Multi-Farm Global-to-Local Expert-Informed Machine Learning System for Strawberry Yield Forecasting', Agriculture, vol. 14, no. 6, 883. https://doi.org/10.3390/agriculture140608832077-0472ORCID: /0000-0001-6671-5568/work/160848237https://hdl.handle.net/2164/23539This work was funded by the Data Lab, Angus Soft Fruits, and a School of Natural and Computing Sciences PhD studentship. We would like to thank Angus Soft Fruits for their support throughout this study, including allowing us access to the data that were used in this paper231158417engSDG 2 - Zero HungerSDG 13 - Climate Action2040 Data and Artificial IntelligenceMachine learningXGBoost (Extreme Gradient Boosting)random forestStrawberry Yield ForecastingTime seriesQA75 Electronic computers. Computer scienceQA75Journal article10.3390/agriculture14060883146