Food security

Implementation of artificial intelligence in agriculture for optimisation of irrigation and application of pesticides and herbicides

Tanha Talaviya, Dhara Shah, Nivedita Patel, Hiteshri Yagnik, Manan Shah

Citations: 868 • 2020

Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

Noah Fahlgren, Malia Gehan, Ivan Baxter

Citations: 707 • 2015

Dealing with the game-changing technologies of Agriculture 4.0: How do we manage diversity and responsibility in food system transition pathways?

Laurens Klerkx, David Christian Rose

Citations: 625 • 2019

Current status and future challenges in implementing and upscaling vertical farming systems

S.H. van Delden, Malleshaiah SharathKumar, Michele Butturini, Luuk Graamans, E. Heuvelink, Murat Kaçıra, Elias Kaiser, R. S. Klamer, Laurens Klerkx, Gert Kootstra, Anne Loeber, R.E. Schouten, C. Stanghellini, W. van Ieperen, Julian C. Verdonk, Silvère Vialet‐Chabrand, Ernst J. Woltering, H.J. van de Zedde, Ying Zhang, L.F.M. Marcelis

Citations: 505 • 2021

A critical review on computer vision and artificial intelligence in food industry

Vijay Kakani, Van Huan Nguyen, Hakil Kim, Visweswara Rao Pasupuleti

Citations: 491 • 2020

The digitization of agricultural industry – a systematic literature review on agriculture 4.0

Rabiya Abbasi, Pablo Martı́nez, Rafiq Ahmad

Citations: 477 • 2022

The fourth industrial revolution in the food industry—Part I: Industry 4.0 technologies

Abdo Hassoun, Abderrahmane Aït‐Kaddour, Adnan M. Abu‐Mahfouz, Nikheel Bhojraj Rathod, Farah Bader, Francisco J. Barba, Alessandra Biancolillo, Janna Cropotova, Charis M. Galanakis, Anet ­Režek ­Jambrak, José M. Lorenzo, Ingrid Måge, Fatih Özoğul, Joe M. Regenstein

Citations: 366 • 2022

Sensing, smart and sustainable technologies for Agri-Food 4.0

Jhonattan Miranda, Pedro Ponce, Arturo Molina, Paul Wright

Citations: 293 • 2019

Application of digital technologies for ensuring agricultural productivity

Rambod Abiri, Nastaran Rizan, Siva K. Balasundram, Arash Bayat Shahbazi, Hazandy Abdul Hamid

Citations: 276 • 2023

Robots in agriculture: prospects, impacts, ethics, and policy

Robert Sparrow, Mark Howard

Citations: 245 • 2020

Exploring the role of green and Industry 4.0 technologies in achieving sustainable development goals in food sectors

Abdo Hassoun, Miguel A. Prieto, María Carpena, Yamine Bouzembrak, H.J.P. Marvin, Noelia Pallarés, Francisco J. Barba, Sneh Punia Bangar, Vandana Chaudhary, Salam A. Ibrahim, G. Bono

Citations: 220 • 2022

Nonconventional Weed Management Strategies for Modern Agriculture

Ali Ahsan Bajwa, Gulshan Mahajan, Bhagirath Singh Chauhan

Citations: 210 • 2015

Small-Scale Farming: A Review of Challenges and Potential Opportunities Offered by Technological Advancements

Rajveer Dhillon

Citations: 202 • 2023

Artificial cognition for applications in smart agriculture: A comprehensive review

Misbah Pathan, Nivedita Patel, Hiteshri Yagnik, Manan Shah

Citations: 200 • 2020

Viewpoint: The future of work in agri-food

Luc Christiaensen, Zachariah Rutledge, J. Edward Taylor

Citations: 194 • 2020

The role of digital technologies in supporting and improving fishery and aquaculture across the supply chain – Quo Vadis?

Neil J. Rowan

Citations: 180 • 2022

Satellite- and drone-based remote sensing of crops and soils for smart farming – a review

Yoshio Inoue

Citations: 179 • 2020

A review of robotics and autonomous systems in the food industry: From the supply chains perspective

Linh Duong, Mohammed B. Al-Fadhli, Sandeep Jagtap, Farah Bader, Wayne Martindale, Mark Swainson, Andrea Paoli

Citations: 159 • 2020

Potential Role of Technology Innovation in Transformation of Sustainable Food Systems: A Review

Nawab Khan, Ram L. Ray, Hazem S. Kassem, Sajjad Hussain, Shemei Zhang, Muhammad Khayyam, Muhammad Ihtisham, Simplice Asongu

Citations: 145 • 2021

Smart and sustainable agriculture: Fundamentals, enabling technologies, and future directions

Yaser Jararweh, Sana Fatima, Moath Jarrah, Shadi AlZu’bi

Citations: 144 • 2023