SAgric-IoT: An IoT-based platform and deep learning for greenhouse monitoring

J Contreras-Castillo, JA Guerrero-Ibañez… - Applied Sciences, 2023 - mdpi.com
The Internet of Things (IoT) and convolutional neural networks (CNN) integration is a
growing topic of interest for researchers as a technology that will contribute to transforming …

Internet of things in precision agriculture: A survey on sensing mechanisms, potential applications, and challenges

R Madhumathi, T Arumuganathan, R Shruthi - … Systems: Proceedings of …, 2022 - Springer
Precision agriculture is one of the modern farming practices that gathers, processes, and
analyzes data with the goal of increasing the agricultural production and reducing the usage …

A revisit of internet of things technologies for monitoring and control strategies in smart agriculture

A Rehman, T Saba, M Kashif, SM Fati, SA Bahaj… - Agronomy, 2022 - mdpi.com
With the rise of new technologies, such as the Internet of Things, raising the productivity of
agricultural and farming activities is critical to improving yields and cost-effectiveness. IoT, in …

IoT based system for smart agriculture

IM Marcu, G Suciu, CM Balaceanu… - 2019 11th International …, 2019 - ieeexplore.ieee.org
Agriculture is the most traditional activity over time. Since the beginning of it, agriculture has
suffered many changes to improve productivity and quality of crops. Some of the first …

Smart IoT monitoring system for agriculture with predictive analysis

AA Araby, MM Abd Elhameed… - … on modern circuits …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) technology has the means to shape the future of many
industries. Data is the language of the communication between different nodes through the …

Agriculture monitoring and prediction using Internet of Things (IoT)

MK Saini, RK Saini - … on parallel, distributed and grid computing …, 2020 - ieeexplore.ieee.org
Agriculture has become the most significant growing sector all over the world because of
increasing the population. The main challenge in the agriculture industry is to improving …

Ensemble classification and IoT-based pattern recognition for crop disease monitoring system

G Nagasubramanian, RK Sakthivel… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) in the agriculture field provides crops-oriented data sharing and
automatic farming solutions under single network coverage. The components of IoT collect …

Internet of things and machine learning applications for smart precision agriculture

R Sivakumar, B Prabadevi, G Velvizhi… - IoT Appl …, 2022 - books.google.com
Agriculture forms the major part of our Indian economy. In the current world, agriculture and
irrigation are the essential and foremost sectors. It is a mandatory need to apply information …

sCrop: A novel device for sustainable automatic disease prediction, crop selection, and irrigation in Internet-of-Agro-Things for smart agriculture

V Udutalapally, SP Mohanty, V Pallagani… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Agriculture Cyber-Physical System (A-CPS) is becoming increasingly important in
enhancing crop quality and productivity by utilizing minimum cropland. This paper …

IoT based soil nutrition and plant disease detection system for smart agriculture

S Suhag, N Singh, S Jadaun, P Johri… - 2021 10th IEEE …, 2021 - ieeexplore.ieee.org
In the coming years, farmers will face challenges to feed the increasing number of
populations. They need to ensure food security and reduce the dependency on imports. The …