Core Viewpoint - The application of unmanned agricultural machinery is transforming the role of farmers, allowing them to transition from manual labor to more skilled positions within the agricultural value chain, enhancing their value rather than diminishing it [1][4]. Group 1: Trends in Agricultural Automation - The trend of unmanned agricultural machinery replacing manual labor is irreversible due to structural labor shortages in rural areas, with aging agricultural labor and youth migration being significant issues [2]. - Unmanned machinery can manage hundreds to thousands of acres with just one operator, significantly reducing reliance on manual labor [2]. - The continuous operational capability of unmanned machinery enhances production efficiency and quality, especially in critical farming periods and extreme weather conditions [2]. - High levels of automation and intelligence in unmanned machinery allow for precise operations, reducing resource waste and promoting sustainable agricultural practices [2]. Group 2: Evolving Roles of Farmers - The future farmer will be a new type of professional, skilled in using software and smart devices to manage agricultural operations effectively [3]. - Farmers will utilize data analysis to make informed decisions about irrigation, fertilization, and pest control, maximizing resource use and increasing crop yields [3]. - Farmers will also engage in value-added activities such as product processing, rural tourism, and e-commerce, enhancing their competitiveness [3]. Group 3: New Employment Opportunities - The rise of unmanned agricultural machinery is creating new job roles such as unmanned machinery technicians, precision irrigation experts, and agricultural data analysts, attracting educated youth back to rural areas [4]. - Entrepreneurial teams providing smart agricultural services are emerging in rural regions, contributing to a shift in population structure and innovation ecosystems [4]. - Addressing challenges such as the digital divide among different age groups and the integration of traditional and modern technologies is essential for a smooth transition [4].

Core Viewpoint - The agricultural sector in Yili County, Xinjiang is experiencing modernization through the adoption of technology and the cultivation of new professional farmers, leading to increased productivity and income for local farmers [1][2][3] Group 1: Technological Adoption - Over 1.1 million acres of cotton in Yili County are entering the sowing period, with young farmers utilizing smart agricultural machinery to enhance productivity [1] - The use of unmanned high-power cotton sowing machines equipped with Beidou navigation systems is being implemented, showcasing advancements in precision agriculture [1][2] - The cooperative employs various sowing techniques such as "dry sowing and wet emergence" and "precision sowing" to improve efficiency and reduce resource consumption [1][2] Group 2: Economic Impact - A farmer in Yili County reported an income increase to over 300,000 yuan annually due to the combination of land leasing and agricultural machinery rental [1] - The establishment of the Xinjiang Bazhou Qiangsheng Agricultural Cooperative has led to the leasing of 18,000 acres of land, providing additional income opportunities for local villagers [2] Group 3: Workforce Development - Yili County is focusing on creating a new generation of professional farmers who are knowledgeable in technology and management, aiming to attract and train young individuals in agriculture [2][3] - The local government is enhancing training programs and promoting the application of technology to cultivate a skilled workforce that can effectively manage modern agricultural practices [3]