The invention belongs to the technical field of
irrigation forecasting. The invention discloses a real-time
irrigation forecasting
system based on regional soil
moisture monitoring and remote sensingdata. The real-time
irrigation forecasting
system comprises an irrigation area monitoring module, a
crop image acquisition module, an environment
data acquisition module, a central control module, a soil
moisture prediction module, an irrigation area identification module, an irrigation prediction module, an actual
water consumption module, a watering module, a
water level depth measurement module, an alarm module, a
wireless communication module, a data storage module, a
data management module, a terminal module, a power supply module and a display module. According to the real-time irrigation forecasting
system, the prediction precision can be improved and the generalization ability can be ensured through the soil
moisture prediction module, so that large-scale deployment and expansion are facilitated, and better expandability and transportability are achieved; the irrigation area recognition module meets the requirement for extracting irrigation information of small plots, so that the precision of an irrigation area monitoring result is improved; and the real-time irrigation forecasting system can be widely applied to
remote sensing identification and extraction of irrigation areas with
high spatial resolution.