Intelligent seedbed preparation requires more than an optimized soil-engaging component: field condition must be diagnosed, a controllable setting must be adjusted, and the resulting soil zone must be verified. This critical review synthesizes 132 unique sources across soil mechanics, component design, numerical modeling, field validation, and sensing-control research for water-limited cropping systems. Evidence was compared as bounded within-study contrasts rather than pooled effects because outcome definitions, soils, operating regimes, and validation scales differ. Four recurring conflicts organize the synthesis: fracture versus draft, tilth versus evaporative exposure, residue retention versus blockage, and immediate loosening versus persistence. Reported examples include an increase in the <50 mm aggregate fraction from 76.1% to 88.0%, a study-specific fragmentation index increase from 83.0% to 94.54%, a 43–47% reduction in penetration resistance after geometry-optimized loosening, and rainfall-dependent water-use-efficiency gains of 6.0–11.7% after subsoiling. These values are retained as study-specific anchors, not universal settings. The proposed framework adds value by linking four decision stages—field diagnosis, component design, controlled operation, and post-pass verification—while explicitly separating conventional optimization, monitored operation, and closed-loop intelligent control.
The preservation of soil structural integrity and optimal root development in smallholder agroecosystems is increasingly compromised by conventional, mass-dependent agricultural machinery. This review evaluates the agronomic implications of transitioning from heavy draft power to scale-neutral, autonomous modular swarm...
N. S. Parihar, N. Kumar, S. Dolma et al.· Plant Science Today· 0 citations
Treated greywater offers a practical alternative to potable water for non-food landscape irrigation when treatment and monitoring are matched to source composition and exposure. Because the reviewed studies differed in design, scale, climate and monitoring, performance was synthesized as reported ranges rather than poo...
M. Mahmoud· Discover Applied Sciences· 0 citations
Agricultural machinery performance under variable field conditions results from interactions among soil properties, equipment configuration and operating decisions. This review synthesizes experimental and modelling evidence on trafficability, traction, tillage, seeding and harvesting. The studies indicate that higher...
Cássio Humberto Lima· Brazilian Journal of Animal...· 0 citations
Natural farming brings renewed attention to biological soil management, local resource recycling and reduced dependence on purchased inputs, but its water-conservation claims require clearer hydrological interpretation. This critical narrative review examines evidence available through 27 June 2026, distinguishing eval...
Prerna Roy, Niru Kumari, A. Pandey et al.· International Journal of Env...· 0 citations
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