Smart Irrigation Management System Using Machine Learning and Wireless Sensor Network

Smart Irrigation Management System Using Machine Learning and Wireless Sensor Network

Raju Singh, Research Scholar

Amity University Madhya Pradesh , Gwalior

The art of raising cattle and crops spontaneously from the earth is another name for it. Agriculture contributes to the nation's economic system by giving the population access to food and raw resources as well as job possibilities. But as the population grows and food demand rises, farmers will need more water to irrigate their fields. Water needs and physiological processes in plants are seasonal, vary from one season to the next, and are impacted by external elements like weather, humidity, solar radiation, etc. Precision irrigation systems are required because of the changing environmental circumstances. Due to little rainfall, freshwater is necessary for irrigation and the supply of nutrients for plant growth. 70% of the freshwater on the planet is used for agriculture.

Keywords: Agriculture yield, Irrigation System, Cluster Node, Wireless Sensor Network, Machine Learning Algorithm, RNN.