Soil NPK prediction using enhanced genetic algorithm

NI Monica, SR Pooja, S Rithiga… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Agriculture is one of the primary sources of livelihood and revenue in the globe that satisfies
human needs. To gain healthy crop yields, the farmers should give importance to the soil …

Intelligent Time-based Irrigation System using Predictive Algorithms and Internet of Things

R Madhumathi, T Arumuganathan… - … Conference on Data …, 2022 - ieeexplore.ieee.org
Agricultural irrigation mechanisms are increasing rapidly. Since many years, the growth of
agriculture has contributed to the rise of civilizations. Various emerging technologies like …

Original Research Article Machine learning-based smart agricultural practices to assess soil fertility and nutrient dynamics

NL Kalyani, BP Kolla - Journal of Autonomous Intelligence, 2024 - jai.front-sci.com
This research utilises machine learning (ML) to improve agricultural precision by forecasting
soil characteristics levels using environmental data. A dataset that comprised additional …

Machine Learning Approach for Soil Nutrient Prediction

K Gurubaran, S Poornesh, LS Shwetha… - 2023 IEEE Silchar …, 2023 - ieeexplore.ieee.org
Soil nutrient prediction is of utmost importance in agricultural practices as it directly affects
crop productivity and sustainable farming. In order to forecast soil nutrient levels, this study …

Transfer Learning-Based Nutrient Deficiency Prediction Model for Sugarcane Crop

R Madhumathi, S Raghavendar, B Jegan… - … Conference on ICT for …, 2023 - Springer
Sugarcane is a crop of economic importance in many countries including India. This
sugarcane crop effectively fixes solar energy and produces around 80 tons per hectare each …

YOLO V8 FOR ESTIMATION OF SHRIMP BODY WEIGHT FROM IMAGES

F Inawan, L Hakim, SN Aziz… - … on Fisheries and …, 2023 - tiikmpublishing.com
Penaeus vannamei, a highly cultured species, accounted for 51.7% of the total shrimp
production, reaching 5.8 million tonnes globally in 2020 (FAO, 2022). Despite its substantial …