Machine Learning-Driven Construction of High-Yielding Cucumber Plant Architectures in Greenhouse Environments.

Abstract excerpt

In the context of declining arable land, the development of plant architectures that maximise the use of finite resources is crucial for addressing food security. This study collected yield data, along with aboveground and root traits, from 263 cucumber varieties. Machine learning models and scenario simulations were utilised with the goal of identifying a high-yielding cucumber architecture suitable for...

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