[HTML][HTML] Recent development trends in plant protection UAVs: a journey from conventional practices to cutting-edge technologies—a comprehensive review

SA Nahiyoon, Z Ren, P Wei, X Li, X Li, J Xu, X Yan… - Drones, 2024 - mdpi.com
Uncrewed aerial vehicles (UAVs) for plant protection play a vital role in modern agricultural
operations. In recent years, advancements in UAVs and pest control technologies have …

[HTML][HTML] A systematic review of uav and ai integration for targeted disease detection, weed management, and pest control in precision agriculture

I Anam, N Arafat, MS Hafiz, JR Jim, MM Kabir… - Smart Agricultural …, 2024 - Elsevier
Unmanned aerial vehicles (UAV), often unmanned aerial systems, are increasingly used in
many industries, such as agriculture, forestry, the military, and disaster management. This is …

Improved monitoring of southern corn rust using UAV-based multi-view imagery and an attention-based deep learning method

Z Lv, B Xu, L Zhong, G Chen, Z Huang, R Sun… - … and Electronics in …, 2024 - Elsevier
Southern corn rust (SCR) is a significant foliar disease, which can result in substantial corn
yield losses. Unmanned aerial vehicle (UAV)-based optical remote sensing presents a …

[HTML][HTML] Sensing and Perception in Robotic Weeding: Innovations and Limitations for Digital Agriculture

RR Shamshiri, AK Rad, M Behjati, SK Balasundram - Sensors, 2024 - mdpi.com
The challenges and drawbacks of manual weeding and herbicide usage, such as
inefficiency, high costs, time-consuming tasks, and environmental pollution, have led to a …

Unmanned aerial vehicle-scale weed segmentation method based on image analysis technology for enhanced accuracy of maize seedling counting

T Yang, S Zhu, W Zhang, Y Zhao, X Song, G Yang… - Agriculture, 2024 - mdpi.com
The number of maize seedlings is a key determinant of maize yield. Thus, timely, accurate
estimation of seedlings helps optimize and adjust field management measures …

Weed detection in rainfed maize crops using UAV and planetscope imagery

C De Villiers, C Munghemezulu… - Sustainability, 2023 - mdpi.com
Weed invasion of crop fields, such as maize, is a major threat leading to yield reductions or
crop right-offs for smallholder farming, especially in develo** countries. A synoptic view …

Effect of the Red-Edge Band from Drone Altum Multispectral Camera in Map** the Canopy Cover of Winter Wheat, Chickweed, and Hairy Buttercup

CE Akumu, S Dennis - Drones, 2023 - mdpi.com
The detection and map** of winter wheat and the canopy cover of associated weeds, such
as chickweed and hairy buttercup, are essential for crop and weed management. With …

Research Progress on Plant Responses to Stress Combinations in the Context of Climate Change

Z **g, N Liu, Z Zhang, X Hou - Plants, 2024 - mdpi.com
In the context of climate change, the frequency and intensity of extreme weather events are
increasing, environmental pollution and global warming are exacerbated by anthropogenic …

[HTML][HTML] Weed Detection from Unmanned Aerial Vehicle Imagery Using Deep Learning—A Comparison between High-End and Low-Cost Multispectral Sensors

AT Seiche, L Wittstruck, T Jarmer - Sensors, 2024 - mdpi.com
In order to meet the increasing demand for crops under challenging climate conditions,
efficient and sustainable cultivation strategies are becoming essential in agriculture …

Advancements and developments in the detection and control of invasive weeds: a global review of the current challenges and future opportunities

J Roberts, S Florentine - Weed Science, 2024 - cambridge.org
Weed invasion has become increasingly recognised as a major threat to the practice of
sustainable agriculture and the maintenance of natural ecosystems around the world …