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Image Credit: Arxiv

Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges

  • Process-based models (PBMs) and deep learning (DL) are two key approaches in agricultural modelling.
  • This study presents a review of PBMs, DL models, and hybrid PBM-DL frameworks in agricultural modelling.
  • Results demonstrate that hybrid models consistently outperform traditional PBMs and DL models.
  • The study contributes to the development of scalable, interpretable, and reproducible agricultural models for sustainable agriculture.

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