AI-Driven Digital Twins for Climate-Resilient Precision Agriculture

This research presents an AI-driven Digital Twin framework for climate-resilient precision agriculture. The proposed system integrates Internet of Things (IoT), Artificial Intelligence (AI), and real-time data analytics to monitor crop conditions, simulate environmental scenarios, and optimize resource utilization. The digital twin model enables predictive analysis for irrigation, crop health, and climate adaptation strategies. The system improves agricultural productivity, reduces resource wastage, and supports sustainable farming. The results demonstrate enhanced decision-making and resilience against climate variability.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-21
DOI
https://doi.org/10.5281/zenodo.19150106
Primary Topic
Smart Agriculture and AI
Type
article
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article

AI-Driven Digital Twins for Climate-Resilient Precision Agriculture

Roshan Bhuvad, Rudra Bhogle
Zenodo (CERN European Organization for Nuclear Research)
Smart Agriculture and AI
article

AI-Driven Digital Twins for Climate-Resilient Precision Agriculture

Roshan Bhuvad, Rudra Bhogle
article en

Abstract

This research presents an AI-driven Digital Twin framework for climate-resilient precision agriculture. The proposed system integrates Internet of Things (IoT), Artificial Intelligence (AI), and real-time data analytics to monitor crop conditions, simulate environmental scenarios, and optimize resource utilization. The digital twin model enables predictive analysis for irrigation, crop health, and climate adaptation strategies. The system improves agricultural productivity, reduces resource wastage, and supports sustainable farming. The results demonstrate enhanced decision-making and resilience against climate variability.

Zenodo (CERN European Organization for Nuclear Research)
Zero hunger
Openalex Percentile: Top 13%
Smart Agriculture and AI
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