Precision Agriculture 4.0: Implementation of IoT, AI, and Sensor Networks for Tomato Crop Prediction

MÁG Pérez, AG González, FJC Rodríguez… - Buletin Ilmiah …, 2024 - journal2.uad.ac.id
Precision agriculture introduces an innovative approach to farm management by involving
the use of technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), and …

A Prediction Model of Smart Agriculture Based on IoT Sensor Data: A Systematic Literature Review

J Fondaj, M Hamiti, S Krrabaj, J Ajdari… - 2023 12th …, 2023 - ieeexplore.ieee.org
In recent years we have faced drastic climate change which have affected various areas of
life but especially those of agronomy. The most critical factor for grape quality and quantity is …

Iot based smart agriculture monitoring system with predictive analysis

S Bouarourou, A Zannou… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Integrating Internet of Things (IoT) techniques into different fields and processing data
produced within it can effectively shape the future. In Precision Agriculture, the use of the IoT …

An Ingenious IoT Based Crop Prediction System Using ML and EL

S Ramzan, YY Ghadi, H Aljuaid, A Mahmood, B Ali - 2024 - digitallibrary.aau.ac.ae
Traditional farming procedures are time-consuming and expensive as based on manual
labor. Farmers have no proper knowledge to select which crop is suitable to grow according …

IoT and AI-based intelligent agriculture framework for crop prediction

P Singh, MK Singh, N Singh… - International Journal of …, 2023 - ingentaconnect.com
Background: Currently, Artificial Intelligence (AI) and the Internet of Things (IoT) have
transformed the field of agriculture with the innovative idea of automation and intelligence …

A Next-Generation Device for Crop Yield Prediction Using IoT and Machine Learning

MKH Siam, N Tasnia, S Mahmud, M Halder… - … on Intelligent Systems & …, 2023 - Springer
This paper introduces a next-generation device for crop yield prediction that utilizes IoT and
machine learning technologies. The device was implemented and tested, and it was found …

An improved machine learning model for IoT-based crop management system

H Sharma, A Saini, A Kumar, M Bhardwaj - Congress on Intelligent …, 2021 - Springer
Smart farm is a management system that influences farmers in the highest demand for
agriculture, which predicts the future of the field instead of the fruit of the field by learning the …

[HTML][HTML] Real-Time Crop Prediction Based on Soil Fertility and Weather Forecast Using IoT and a Machine Learning Algorithm

AM Chana, B Batchakui, BB Nges - Agricultural Sciences, 2023 - scirp.org
The aim of this article is to assist farmers in making better crop selection decisions based on
soil fertility and weather forecast through the use of IoT and AI (smart farming). To …

[PDF][PDF] Precision agriculture using Internet of thing with Artificial intelligence: A Systematic Literature Review.

N Fatima, KF Memon, ZH Khand, J Ahmed, ZH Shaikh… - researchgate.net
Machine learning with its high precision algorithms, Precision agriculture (PA) is a new
emerging concept nowadays. Many researchers have worked on the quality and quantity of …

[PDF][PDF] IoT-Smart Agriculture: Comparative Study on Farming Applications and Disease Prediction of Apple Crop using Machine Learning

S Islam, S Jamwal, MH Mir, QR Khan - Iraqi Journal of Science, 2022 - iasj.net
Abstract Recently, the Internet of Things has emerged as an encouraging technology that is
scaling up new heights towards the modernization of real word physical objects into smarter …