A soil humidity sensor essentially uses electrodes to measure the conductivity of the soil to calculate the humidity: the higher the soil humidity, the higher the conductivity. There are many soil humidity sensors available on the market. Since Arduino's analog pins, we can actually get the conductivity of the soil and take a decision based on the conductivity measurement of the sensor: