Artificial intelligence use opportunities in agriculture and its application in irrigation systems

With the development of technology, digital agriculture and technologies have emerged to make agriculture more efficient and sustainable. These technical processes and artificial intelligence applications in smart agriculture contribute to the realization of economic, sustainable and productive management, which is the goal of plant and animal production. Artificial intelligence techniques have become an important tool in facilitating agricultural processes and providing alternative solutions to problems awaiting solution or improvement. In agricultural production with the developed algorithms and software; Researchers have published many studies on subjects such as productivity and product estimation, plant health and water needs, disease symptoms, weed and pest control, tractors and agricultural machines that can operate without human intervention, crop monitoring and management, soil and water management, early warning systems, and determination of animal behavior. study has been done. In this research, considering the positive and negative findings based on water and water resources, especially in recent years, artificial intelligence in the field of irrigation has been used in recent years, based on the data of sugar beet, which is an important plant in irrigated agriculture in the Thrace region, the results on the basis of Thrace and the comprehensive data of FAO for Tekirdağ province. Sugar beet irrigation data was simulated with the CROPWAT program, which is one of the platforms used in applications. As a result of this research, irrigation plans were presented comparatively by taking three plant species grown in the region and which would provide comparison opportunities for our research. At the end of this, it has been understood that the comparison findings can give us important findings in terms of the use of artificial intelligence in the COPWAT program in sugar beet, just like in the other three plants, and can be easily used by producers in the region.