[HTML][HTML] Applications of internet of things (IoT) and sensors technology to increase food security and agricultural Sustainability: Benefits and challenges

A Morchid, R El Alami, AA Raezah, Y Sabbar - Ain Shams Engineering …, 2023 - Elsevier
Agriculture must overcome escalating problems in order to feed a growing population while
preserving the environment and natural resources. Recently, it has become clear that …

[HTML][HTML] Cyber-agricultural systems for crop breeding and sustainable production

S Sarkar, B Ganapathysubramanian, A Singh… - Trends in Plant …, 2023 - cell.com
The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …

A comprehensive survey on IoT and AI based applications in different pre-harvest, during-harvest and post-harvest activities of smart agriculture

RK Kasera, S Gour, T Acharjee - Computers and Electronics in Agriculture, 2024 - Elsevier
Today farmers around the world are gradually embracing Smart farming assisted by different
cutting-edge technologies. The Internet of Things (IoT) is playing a major role in the …

A review on soil nitrogen sensing technologies: challenges, progress and perspectives

J Liu, H Cai, S Chen, J Pi, L Zhao - Agriculture, 2023 - mdpi.com
Nitrogen is a vital ingredient for plant development and growth. It is one of the most crucial
indicators of soil fertility and crop growth conditions. For the monitoring of nitrogen loss …

Smart irrigation system

NM Abdikadir, AA Hassan… - … Journal of Electrical …, 2023 - repository.simad.edu.so
Smart irrigation systems powered by IoT technology are vital in agriculture. Traditional
methods often harm plant health and wastewater. Conversely, IoT-driven smart irrigation …

IoT based soil nutrients analysis and monitoring system for smart agriculture

M Pyingkodi, K Thenmozhi… - … on Electronics and …, 2022 - ieeexplore.ieee.org
Soil fertility is an important factor in determining soil quality as it reflects how well the soil can
support plant growth in agriculture. Soil sensor and Arduino can be used to quickly …

[HTML][HTML] Comparative analysis of data using machine learning algorithms: A hydroponics system use case

G Idoje, C Mouroutoglou, T Dagiuklas… - Smart Agricultural …, 2023 - Elsevier
This paper makes a comparison of machine learning algorithms for the analysis of four
hydroponic datasets. Data have been gathered daily from hydroponic systems to predict the …

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 …

Smart farming system using NPK sensor

B Cheruvu, SB Latha, M Nikhil… - 2023 9th …, 2023 - ieeexplore.ieee.org
The human population is only growing, and certain steps are to be implemented to meet the
future requirements with respect to food. This paper discusses the implementation of a smart …

Low illumination soybean plant reconstruction and trait perception

Y Huang, Y Liu, T Han, S Xu, J Fu - Agriculture, 2022 - mdpi.com
Agricultural equipment works poorly under low illumination such as nighttime, and there is
more noise in soybean plant images collected under light constraints, and the reconstructed …