A critical review on efficient thermal environment controls in indoor vertical farming

MS Ahamed, M Sultan, D Monfet, MS Rahman… - Journal of Cleaner …, 2023 - Elsevier
Indoor vertical farming (IVF) has expanded exponentially over the last couple of years and is
expected to have a compound annual growth rate (CAGR) of 25.9% from 2022 to 2029. IVF …

Smart farming: towards a sustainable agri-food system

SFPD Musa, KH Basir - British Food Journal, 2021 - emerald.com
Purpose The objectives of this paper are firstly to investigate the relationship between smart
farming and sustainable development goal (SDG) 2 ie zero hunger. Secondly, the paper …

Deep learning in controlled environment agriculture: A review of recent advancements, challenges and prospects

MO Ojo, A Zahid - Sensors, 2022 - mdpi.com
Controlled environment agriculture (CEA) is an unconventional production system that is
resource efficient, uses less space, and produces higher yields. Deep learning (DL) has …

Role of artificial intelligence (AI) in fish growth and health status monitoring: A review on sustainable aquaculture

A Mandal, AR Ghosh - Aquaculture International, 2024 - Springer
Aquaculture plays a crucial role in meeting the growing global demand for seafood, but it
faces challenges in terms of fish growth and health monitoring. The advancement of artificial …

Vertical farming perspectives in support of precision agriculture using artificial intelligence: A review

RRA Siregar, KB Seminar, S Wahjuni, E Santosa - Computers, 2022 - mdpi.com
Vertical farming is a new agricultural system which aims to utilize the limited access to land,
especially in big cities. Vertical agriculture is the answer to meet the challenges posed by …

A survey of indoor and outdoor uav-based target tracking systems: Current status, challenges, technologies, and future directions

M Alhafnawi, HAB Salameh, A Masadeh… - IEEE …, 2023 - ieeexplore.ieee.org
Due to their distinctive features, unmanned aerial vehicles (UAVs) have been recently
exploited to support a wide range of applications. The features include low maintenance …

Artificial intelligence and new business models in agriculture: a structured literature review and future research agenda

A Cavazza, F Dal Mas, P Paoloni, M Manzo - British Food Journal, 2023 - emerald.com
Purpose Artificial Intelligence (AI) is a growing technology impacting several business fields.
The agricultural sector is facing several challenges, which may be supported by the use of …

Exploring the landscape of controlled environment agriculture research: A systematic scoping review of trends and topics

A Dsouza, L Newman, T Graham, EDG Fraser - Agricultural Systems, 2023 - Elsevier
CONTEXT Controlled environment agriculture (CEA), as vertical farms or plant factories, is a
promising technology to intensify food production in an ecologically friendly manner. CEA's …

CEA systems: the means to achieve future food security and environmental sustainability?

N Cowan, L Ferrier, B Spears, J Drewer… - … in Sustainable Food …, 2022 - frontiersin.org
As demand for food production continues to rise, it is clear that in order to meet the
challenges of the future in terms of food security and environmental sustainability, radical …

Public perception and social sustainability of indoor farming technologies: A systematic review

G Mina, G Peira, A Bonadonna - Technology in Society, 2023 - Elsevier
Indoor farming applications have recently been identified as a potential alternative to
contribute to sustainable food production in the urban context. Anyhow, the social impacts of …