This comprehensive study investigates the feasibility of employing solar and wind energy generation to power a wide range of agricultural activities in Texas through geospatial and numerical analyses. With the agricultural sector's substantial energy demands and the increasing need for sustainable energy solutions, the research identifies regions within Texas with substantial wind and solar energy potential, highlighting their suitability for on-farm energy production. The paper discusses the manifold benefits, including energy self-sufficiency, cost reduction, and environmental benefits, and underscores the growing adoption of renewable energy in agriculture. By pinpointing areas with optimal renewable energy potential, the study aims to promote sustainable energy practices in agriculture, with broader implications for the wider adoption of renewable energy sources. The methodology used is adaptable and relevant beyond Texas, making this research a valuable contribution to broader efforts in promoting agricultural sustainability through renewable energy adoption.