Oct 2026· Environmental Research: Food Systems· 0 citations
Abstract
Smart farming is transforming agricultural systems. Innovations such as precision farming, robotics, and AI-driven applications are known as agriculture’s fourth revolution which may provide socioeconomic, and environmental benefits. However, adoption rates remain below socially desirable levels due to, amongst others, a lack of return relative to required risks, and costs. We propose the “Safe and Just Operating Space” (SJOS) concept as a normative framework to steer regional and sector-specific policy incentives toward the most impactful technologies regarding urgent socio-environmental needs. This is the first time that the SJOS concept is applied to designing regional policies to induce the most impactful smart farming. Proposing a new type of decision-making framework is highly relevant to policymakers, researchers, and industry stakeholders interested in policies to govern novel technologies. Our blueprint outlines the application, discusses the advantages and limitations, and highlights the required research needs for policy implementation. Four implementation steps are required to apply the SJOS concept to smart technology in agricultural systems: 1) downscaling and disaggregating environmental and socio-economic conditions to define case-specific regional Safe and Just boundaries for the agricultural sector, 2) scoring the regional status quo, 3) evaluating individual smart technologies in terms of the different Safe and Just indicators, and 4) creating the Safe and Just synthesis to enable technology prioritization and target-oriented policy action. Our framework is globally applicable and ensures that technology deployment is effective in terms of timing, location, and application, enabling the attainment of a socially desirable level of technology use.
This review explores the transition across different phases of agricultural evolution, key innovations of Agriculture 5.0, its applications, challenges and demonstrates its potential to revolutionize global farming practices.
Manibharathi Sekar, S. Kaviyazhagan, Sujithkumar et al.· International Journal of Dru...· 0 citations
The integration of precision farming technologies (PFTs)—including satellite-based guidance, IoT-enabled sensors, and autonomous robotics—represents a paradigm shift in contemporary agriculture. This study presents a comprehensive economic analysis of PFT adoption within the framework of sustainable agricultural produc...
Research Author· European Journal of Aerospac...· 0 citations
By boosting yields, improving efficiency, and reducing costs (while managing resources), digital technologies have driven innovation in agro-ecosystems in recent years. As a means to overcome ever-limited resources, Smart Agriculture – sometimes also referred to as Agriculture 4.0 – has increasingly leveraged digital s...
J. Rabi· WSEAS Transactions on Enviro...· 0 citations
Global labour shortages in the agricultural sector, combined with diminishing arable land and a growing population, are driving investment in autonomous agricultural machinery. Autonomous systems that can navigate crop environments and perform planting, treatment, and harvesting alongside humans are required, but the g...
S. Wane, R. Shamshiri, Wei Guo et al.· Computation· 0 citations
Artificial intelligence (AI) is reshaping modern agriculture through automation, predictive analytics, IoT-based monitoring, and data-driven decisions. In regions with limited water resources, such as Oman, AI-enabled smart farming has the potential to support more efficient water use, improve farming operations, and c...
Duaa Al Ghafri, Abdulaziz Aborujilah, Samir Hammami· Journal of Science & Technol...· 0 citations
Smart Soil Monitoring Systems (SSMS) represent a key innovation in precision agriculture,
enabling continuous monitoring of soil parameters such as moisture, pH, nutrient content,
temperature, and salinity. These systems integrate Internet of Things (IoT) technologies, wireless
sensor networks, and data analytics to pr...
N. Abdullahi· WORLD JOURNAL OF INNOVATION...· 0 citations
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