Review: Synergy between mechanistic modelling and data-driven models for modern animal production systems in the era of big data

Review: Synergy between mechanistic modelling and data-driven models for modern animal production systems in the era of big data

Mechanistic models (MMs) have served as causal pathway analysis and ‘decision-support’ tools within animal production systems for decades. Such models quantitatively define how a biological system works based on causal relationships and use that cumulative biological knowledge to generate prediction...

Full description

Bibliographic Details
Main Authors: J.L. Ellis, M. Jacobs, J. Dijkstra, H. van Laar, J.P. Cant, D. Tulpan, N. Ferguson
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Animal
Subjects:
digital agriculture
mechanistic modelling
machine learning
hybridization
animal production
Online Access:http://www.sciencedirect.com/science/article/pii/S1751731120000312

Internet

http://www.sciencedirect.com/science/article/pii/S1751731120000312

Similar Items