A system and method for dynamic irrigation management. The method includes continuously obtaining thermal signals captured in a farm area, the farm area including at least one crop； analyzing the obtained thermal signals, wherein the analysis includes comparing the obtained thermal signals to a plurality of combinations of predetermined thermal signals, wherein each combination is associated with a known watering state, each combination including at least one type of thermal signal, wherein the thermal signals are captured by at least one thermal sensor deployed in the farm area； determining, based on the analysis, a current watering state of the at least one crop； and generating, in real-time, an irrigation pattern for the farm area based on the determined current watering state.
