【Objective】 Reference crop evapotranspiration (ET0) is a critical parameter for irrigation and water management. This paper proposes a method for real-time forecasting ET0 using weather forecast data and a deep learning approach. 【Method】 The study was conducted in Xiaoshan District. Hangzhou City. https://halohealthcarers.shop/product-category/medical-tape/