Fernando, K. and Thamarasee, K. 2026. On-Device Edge AI for Precision Agriculture: A Systematic Scoping Review. International Journal of Smart Agriculture. 4, 1 (Jul. 2026), 46–63. DOI:https://doi.org/10.54536/ijsa.v4i1.7582.