[HTML][HTML] Digital Twins in Agriculture: A State-of-the-art review

W Purcell, T Neubauer - Smart Agricultural Technology, 2023 - Elsevier
Abstract The Digital Twin enables the distinctions between state sensing, entity
understanding and physical automation to be eliminated, through high-fidelity modelling and …

Crop management with the iot: An interdisciplinary survey

G Vitali, M Francia, M Golfarelli, M Canavari - Agronomy, 2021 - mdpi.com
In this study, we analyze how crop management will benefit from the Internet of Things (IoT)
by providing an overview of its architecture and components from agronomic and …

Driving rural industry revitalization in the digital economy era: Exploring strategies and pathways in China

G Luo, Y Yang, L Wang - Plos one, 2023 - journals.plos.org
In the context of the digital economy, achieving rural industrial revitalization in China hinges
on digitization. This study delves into the synergistic mechanisms of diverse factors that …

[HTML][HTML] Application of IOT and machine learning in crop protection against animal intrusion

K Balakrishna, F Mohammed, CR Ullas… - Global Transitions …, 2021 - Elsevier
Animal intrusion is a major threat to the productivity of the crops, which affects food security
and reduces the profit to the farmers. This proposed model presents the development of the …

Machine learning implementation in IoT based intelligent system for agriculture

KN Bhanu, HJ Jasmine… - 2020 International …, 2020 - ieeexplore.ieee.org
Innovation in Internet of Things (IoT) has acquired changes in everyday life. Agriculture
plays a major role in most of the countries and the need for this sector is to become" Smart" …

A comprehensive study on smart agriculture applications in India

N Alex, CC Sobin, J Ali - Wireless Personal Communications, 2023 - Springer
The rampant adoption of digital technologies made momentous changes in all economic
sectors. The agriculture sector cannot abstain from the digital revolution. Agriculture and …

Low-cost LoRaWAN node for agro-intelligence IoT

A Valente, S Silva, D Duarte, F Cabral Pinto, S Soares - Electronics, 2020 - mdpi.com
Intelligent agriculture in general, but especially when agricultural fields are very
heterogeneous, requires a large number of sensors in order to obtain an effective control …

The application of artificial intelligence (AI) and internet of things (IoT) in agriculture: A systematic literature review

CL De Abreu, JP van Deventer - Southern African Conference for Artificial …, 2022 - Springer
Abstract The World Resource Institute estimates that by 2050 there will be a shortfall
between food being produced and the amount needed to feed an estimated 10 billion …

Forecasting air temperature on edge devices with embedded AI

G Codeluppi, L Davoli, G Ferrari - Sensors, 2021 - mdpi.com
With the advent of the Smart Agriculture, the joint utilization of Internet of Things (IoT) and
Machine Learning (ML) holds the promise to significantly improve agricultural production …

Reinforcement and deep reinforcement learning for wireless Internet of Things: A survey

MS Frikha, SM Gammar, A Lahmadi… - Computer Communications, 2021 - Elsevier
Nowadays, many research studies and industrial investigations have allowed the integration
of the Internet of Things (IoT) in current and future networking applications by deploying a …