Agricultural planning systems lack localized weather vulnerability assessments, exposing crop strategies to inaccurate data-driven risks. Farmers and agricultural supply chains relying on these systems face potential yield losses and financial damages due to undetected environmental threats. Immediate localized planning adjustments are required to mitigate risks.