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

R Abbasi, P Martinez, R Ahmad - Smart Agricultural Technology, 2022 - Elsevier
Agriculture is considered one of the most important sectors that play a strategic role in
ensuring food security. However, with the increasing world's population, agri-food demands …

The advent of modern solar-powered electric agricultural machinery: A solution for sustainable farm operations

S Gorjian, H Ebadi, M Trommsdorff, H Sharon… - Journal of cleaner …, 2021 - Elsevier
With an uprising trend in cutting agriculture's reliance on fossil fuels because of their limited
supply and associated adverse impacts on the environment, the use of infrastructures …

YOLOWeeds: A novel benchmark of YOLO object detectors for multi-class weed detection in cotton production systems

F Dang, D Chen, Y Lu, Z Li - Computers and Electronics in Agriculture, 2023 - Elsevier
Weeds are among the major threats to cotton production. Overreliance on herbicides for
weed control has accelerated the evolution of herbicide-resistance in weeds and caused …

Digital transformation in smart farm and forest operations needs human-centered AI: challenges and future directions

A Holzinger, A Saranti, A Angerschmid, CO Retzlaff… - Sensors, 2022 - mdpi.com
The main impetus for the global efforts toward the current digital transformation in almost all
areas of our daily lives is due to the great successes of artificial intelligence (AI), and in …

Key technologies of machine vision for weeding robots: A review and benchmark

Y Li, Z Guo, F Shuang, M Zhang, X Li - Computers and Electronics in …, 2022 - Elsevier
Due to its obvious advantages in saving labor and pesticides, weeding robots are one of the
key technologies for modern and sustainable agriculture and have attracted increasing …

[HTML][HTML] Advances in ground robotic technologies for site-specific weed management in precision agriculture: A review

A Upadhyay, Y Zhang, C Koparan, N Rai… - … and Electronics in …, 2024 - Elsevier
Robotics and variable rate technology (VRT) have shown great potential for site-specific
weed management (SSWM), but these technologies face several challenges like accurate …

Performance evaluation of deep transfer learning on multi-class identification of common weed species in cotton production systems

D Chen, Y Lu, Z Li, S Young - Computers and Electronics in Agriculture, 2022 - Elsevier
Precision weed management offers a promising solution for sustainable crop** systems
through the use of chemical-reduced/non-chemical robotic weeding techniques, which apply …

A review of robots, perception, and tasks in precision agriculture

A Botta, P Cavallone, L Baglieri, G Colucci… - applied …, 2022 - mdpi.com
This review reports the recent state of the art in the field of mobile robots applied to precision
agriculture. After a brief introduction to precision agriculture, the review focuses on two main …

Pesticide spraying robot for precision agriculture: A categorical literature review and future trends

AT Meshram, AV Vanalkar, KB Kalambe… - Journal of Field …, 2022 - Wiley Online Library
Pesticide spraying is one of the risky and very essential task in agriculture to protect plants
from harmful organisms. Many farmers are used manual pesticide spraying devices that they …

Review of current robotic approaches for precision weed management

W Zhang, Z Miao, N Li, C He, T Sun - Current robotics reports, 2022 - Springer
Abstract Purpose of Review The goal of this review is to provide an overview of current
robotic approaches to precision weed management. This includes an investigation into …