[HTML][HTML] Smart spraying technologies for precision weed management: A review

V Vijayakumar, Y Ampatzidis, JK Schueller… - Smart Agricultural …, 2023 - Elsevier
In this study, the previous work, present status, benefits, and limitations of the state-of-the-art
technologies used in smart spraying technologies in precision weed management are …

Robot for weed species plant‐specific management

O Bawden, J Kulk, R Russell, C McCool… - Journal of Field …, 2017 - Wiley Online Library
The rapid evolution of herbicide‐resistant weed species has revitalized research in
nonchemical methods for weed destruction. Robots with vision‐based capabilities for online …

[HTML][HTML] Recent Advances in Agricultural Robots for Automated Weeding

C Lytridis, T Pachidis - AgriEngineering, 2024 - mdpi.com
Weeds are one of the primary concerns in agriculture since they compete with crops for
nutrients and water, and they also attract insects and pests and are, therefore, hindering …

Using energy requirements to compare the suitability of alternative methods for broadcast and site-specific weed control

GRY Coleman, A Stead, MP Rigter, Z Xu… - Weed …, 2019 - cambridge.org
The widespread use of herbicides in cropping systems has led to the evolution of resistance
in major weeds. The resultant loss of herbicide efficacy is compounded by a lack of new …

Efficacy of mechanical weeding tools: A study into alternative weed management strategies enabled by robotics

C McCool, J Beattie, J Firn, C Lehnert… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
The rise of herbicide resistant weed species has reinvigorated research in nonchemical
methods for weed management. Robots, such as AgBot II, that can detect and classify …

A novel mechanical-laser collaborative intra-row weeding prototype: structural design and optimization, weeding knife simulation and laser weeding experiment

R Hu, LT Niu, WH Su - Frontiers in Plant Science, 2024 - frontiersin.org
Introduction The competition between intra-row weeds and cultivated vegetables for
nutrients is a major contributor for crop yield reduction. Compared with manual weeding …

Variable rate application of herbicides for weed management in pre-and postemergence

A da Costa Lima, KF Mendes - Pests, weeds and diseases in …, 2020 - books.google.com
With the advent of precision agriculture, it was possible to integrate several technologies to
develop the variable rate application (VRA). The use of VRA allows savings in the use of …

Design and experimental verification of the YOLOV5 model implanted with a transformer module for target-oriented spraying in cabbage farming

H Fu, X Zhao, H Wu, S Zheng, K Zheng, C Zhai - Agronomy, 2022 - mdpi.com
Due to large line spacing and planting distances, the adoption of continuous and uniform
pesticide spraying in vegetable farming can lead to pesticide waste, thus increasing cost …

Estimation of two-dimensional position of soybean crop for developing weeding robot

SH Cho, CY Lee, HJ Jeong, SW Kang… - Journal of Drive and …, 2023 - koreascience.kr
In this study, two-dimensional location of crops for auto weeding was detected using deep
learning. To construct a dataset for soybean detection, an image-capturing system was …

[PDF][PDF] Tube Stamp for mechanical intra-row individual Plant Weed Control

F Langsenkamp, F Sellmann… - Proceedings of the …, 2014 - hs-osnabrueck.de
Weeds are competitors against crop plants for resources such as water, light and nutrients.
Consequently, weeds are responsible for a decrease in yield. In organic farming, only …