Determination of Crop Soil Quality for Stevia rebaudiana Bertoni Morita II Using a Fuzzy Logic Model and a Wireless Sensor Network

Stevia rebaudiana Bertoni Morita II, a perennial plant native to Paraguay and Brazil, is also widely cultivated in the state of Colima, Mexico, for its use as sweetener food beverages. The optimization soil parameters crucial maximizing biomass production stevioside levels stevia crops. This research presents development implementation monitoring system track essential parameters, including pH, temperature, humidity, electrical conductivity, nitrogen, phosphorus, potassium. employs wireless sensor network collect quasi-real-time data, which are transmitted stored web-based platform. A Mamdani-type fuzzy logic model utilized process collected data provide farmers an integrated assessment quality. By comparing quality output with linear regression model, demonstrated acceptable performance, determination coefficient 0.532 random 0.906 gathered measurements. enables gain insights into their crops empowers them take preventive corrective actions improve specifically