Automation in agriculture by machine and deep learning techniques: A review of recent developments

MH Saleem, J Potgieter, KM Arif - Precision Agriculture, 2021 - Springer
Recently, agriculture has gained much attention regarding automation by artificial
intelligence techniques and robotic systems. Particularly, with the advancements in machine …

A survey on the role of Internet of Things for adopting and promoting Agriculture 4.0

M Raj, S Gupta, V Chamola, A Elhence, T Garg… - Journal of Network and …, 2021 - Elsevier
There is a rapid increase in the adoption of emerging technologies like the Internet of Things
(IoT), Unmanned Aerial Vehicles (UAV), Internet of Underground Things (IoUT), Data …

Internet-of-Things (IoT)-based smart agriculture: Toward making the fields talk

M Ayaz, M Ammad-Uddin, Z Sharif, A Mansour… - IEEE …, 2019 - ieeexplore.ieee.org
Despite the perception people may have regarding the agricultural process, the reality is that
today's agriculture industry is data-centered, precise, and smarter than ever. The rapid …

Literature review of Industry 4.0 and related technologies

E Oztemel, S Gursev - Journal of intelligent manufacturing, 2020 - Springer
Manufacturing industry profoundly impact economic and societal progress. As being a
commonly accepted term for research centers and universities, the Industry 4.0 initiative has …

Artificial intelligence to improve the food and agriculture sector

R Ben Ayed, M Hanana - Journal of Food Quality, 2021 - Wiley Online Library
The world population is expected to reach over 9 billion by 2050, which will require an
increase in agricultural and food production by 70% to fit the need, a serious challenge for …

Faster R–CNN–based apple detection in dense-foliage fruiting-wall trees using RGB and depth features for robotic harvesting

L Fu, Y Majeed, X Zhang, M Karkee, Q Zhang - Biosystems Engineering, 2020 - Elsevier
Apples in modern orchards with vertical-fruiting-wall trees are comparatively easier to
harvest and specifically suitable for robotic picking, where accurate apple detection and …

Robots in agriculture: State of art and practical experiences

JJ Roldán, J del Cerro, D Garzón-Ramos… - Service …, 2018 - books.google.com
The presence of robots in agriculture has grown significantly in recent years, overcoming
some of the challenges and complications of this field. This chapter aims to collect a …

Heterogeneous multi-robot system for map** environmental variables of greenhouses

JJ Roldán, P Garcia-Aunon, M Garzón, J De León… - Sensors, 2016 - mdpi.com
The productivity of greenhouses highly depends on the environmental conditions of crops,
such as temperature and humidity. The control and monitoring might need large sensor …

[HTML][HTML] Digital twin-based intelligent fish farming with Artificial Intelligence Internet of Things (AIoT)

NA Ubina, HY Lan, SC Cheng, CC Chang… - Smart Agricultural …, 2023 - Elsevier
This paper focuses on designing a Digital Twin infrastructure that supports an agile-based
Artificial Intelligence Internet of Things (AIoT) system for intelligent fish farming in …

Space development and space science together, an historic opportunity

PT Metzger - Space Policy, 2016 - Elsevier
The national space programs have an historic opportunity to help solve the global-scale
economic and environmental problems of Earth while becoming more effective at science …