Original work, for PHDto be easly published in IEEE or Springer or Scopusworld 3025 (11 pages)new effective irrigation system that helps to increase the productivity of the crops by regulating the water requirement for the crop with the help of machine learning approach IoT taking into consideration The images of different farming land are studied and classified depending upon the soil type and its properties like the water requirements in different conditions. The image processing is applied to images of lands to understand the current soil conditionthe model is trained using real-time preferred (or historical ) weather data to predict actual water requirements.-Evapotranspiration is calculated -methodological, min temperature max temperature, rain…Apache Spark ! (BIG DATA ANALYTICS)The image processing is applied to images of lands to understand the current soil condition
2 good resourcesEffective Irrigation Management System for Agriculture Using Machine Learning
Intelligent Irrigation System Using Machine Learning Technologies and Internet of Things (IoT)