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Shelly Singh

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Review Open access Aug 2026

Evaluating metal-organic framework-based fertilizers in agriculture: evidence from a systematic review and meta-analysis

The use of metal-organic framework (MOF)-based nanofertilizers has shown promise in raising agricultural output; however, questions about their safety, effects on the environment, and general agronomic advantages still need to be addressed. This study critically reviews the available but limited evidence on environment...

Shelly Singh, Sourav Ghosh, V. Arya et al. · 0 citations
Review Open access Jul 2026

Artificial intelligence in soil microbiome-driven agriculture: from practical limits to a translational roadmap

A five-phase implementation framework integrating centralized data systems, AI-driven analytics, multi-omics profiling, standardized soil sampling, and feedback-based model retraining within precision agriculture systems is proposed, providing a pathway for translating microbiome insights into field-scale decision supp...

A. Balkrishna, Priyanka Chaudhary, Shelly Singh et al. · 0 citations

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