A convolutional neural network model and algorithm driven prototype for sustainable tilling and fertilizer optimization

Abstract Tilling, a common agricultural practice, is being done excessively on farms leading to about 2.35 billion tons of soil erosion from US croplands annually, in addition to causing soil infertility, carbon release, nutrient runoff, and fertilizer over-usage. This paper evaluates whether optimi...

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Bibliographic Details
Main Author: Sajeev Magesh
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:npj Sustainable Agriculture
Online Access:https://doi.org/10.1038/s44264-024-00046-w
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