Global Journal of Computer Science and Technology, G: Interdisciplinary, Volume 23 Issue 1

Applications of Emerging Smart Technologies in Farming Systems: A Review © 2023 Global Journals Global Journal of Computer Science and Technology Volume XXIII Issue I Version I 59 ( )G Year 2023 Sl. No. Soft Computing Application thrust Area Technique 1. Pest Management Colour co- occurrence Classification Soil Analysis (Mapping & Caracterization) Fuzzy set grid spacing Irrigation and ET calculation (evapotranspiration) Estimation of daily reference evapotranspiration using FL crop water stress index (CWSI) Prediction of sediment and phosphorous movement Yield Prediction based on different energy Inputs Fuzzy c-means clustering for RBF training Adaptive neuro-fuzzy inference system)ANFIS 2. Weed Management classification of images based on color. estimation by multi-linear regression and discriminant analysis for classification of images Irrigation, demand and water supply Feedforward ANN model trained with Back Propagation algorithm Soil Analysis Fuzzy neural network classifier and multilayer ANN trained with GA. Prediction of rainfall and crop production Fuzzy logic k-mean Neuro fuzzy with genetic algorithm 3. Weed management, vegetation cover GA based image segmentation algorithm, component analysis technique based on GA uses GPS data and hyperspectral remote sensing data Soil Analysis, water stochastic imaging Fuzzy Logic Artificial Neural Network (ANN ) Table-1: Summary of Soft Computing Techniques in Smart Farming