High-Precision Seedling Detection Model Based on Multi-Activation Layer and Depth-Separable Convolution Using Images Acquired by Drones

Y Zhang, H Wang, R Xu, X Yang, Y Wang, Y Liu - Drones, 2022 - mdpi.com
Crop seedling detection is an important task in the seedling stage of crops in fine agriculture.
In this paper, we propose a high-precision lightweight object detection network model based …

[HTML][HTML] Comparative studies of knapsack, boom, and drone sprayers for weed management in soybean (Glycine max L.)

C Hiremath, N Khatri, MP Jagtap - Environmental Research, 2024 - Elsevier
Abstract The study titled," Comparative Evaluation of Knapsack, Boom, and Drone Sprayers
for Weed Management in Soybean (Glycine max L.)" was carried out during the Kharif …

Chemical weed control in direct-seeded rice using drone and mist flow spray technology

MA Abd Ghani, AS Juraimi, ASM Su… - Crop Protection, 2024 - Elsevier
Weeds are the primary pest that reduces crop yield. Herbicide-based weed control is an
efficient strategy for farmers, offering economically feasible weed management for …

Study on Spray Deposition and Drift Characteristics of UAV Agricultural Sprayer for Application of Insecticide in Redgram Crop (Cajanus cajan L. Millsp.)

Y Dengeru, K Ramasamy, S Allimuthu, S Balakrishnan… - Agronomy, 2022 - mdpi.com
Insecticide applications are typically being carried out with traditional manual spraying
equipment in redgram, which leads to inadequate control of insects due to higher crop …

Evaluating cross-applicability of weed detection models across different crops in similar production environments

BB Sapkota, C Hu, MV Bagavathiannan - Frontiers in Plant Science, 2022 - frontiersin.org
Convolutional neural networks (CNNs) have revolutionized the weed detection process with
tremendous improvements in precision and accuracy. However, training these models is …

[HTML][HTML] Herbicide spraying and weed identification using drone technology in modern farms: A comprehensive review

S Meesaragandla, MP Jagtap, N Khatri, H Madan… - Results in …, 2024 - Elsevier
In the field of advanced agriculture, drones have emerged as cutting-edge aerial spraying
technology. This innovative approach offers enhanced flexibility and a more systematic …

Effect of operational parameters of unmanned aerial vehicle (UAV) on droplet deposition in trellised pear orchard

P Qi, L Zhang, Z Wang, H Han, J Müller, T Li, C Wang… - Drones, 2023 - mdpi.com
Background: Unmanned Aerial Vehicles (UAVs) are increasingly being used commercially
for crop protection in East Asia as a new type of equipment for pesticide applications, which …

[图书][B] Technology in Agriculture

F Ahmad, M Sultan - 2021 - books.google.com
Food security is one of the primary themes of the United Nations' Sustainable Development
Goals. In this regard, agricultural engineering is considered the backbone of agriculture, and …

Spray volume optimization with UAV-based herbicide application for effective droplet deposition and weed control in direct-seeded rice

RAI Paul, MA Palanisamy, P Peramaiyan… - Frontiers in …, 2024 - frontiersin.org
Unmanned aerial vehicles (UAVs) represent a cutting-edge technology that holds the
promise of revolutionizing the conventional tasks carried out in the realm of agriculture. On a …

[PDF][PDF] Drone-based herbicide application for energy saving, higher weed control and economics in direct-seeded rice (Oryza sativa)

RAI Paul, PM Arthanari, S Pazhanivelan… - Indian Journal of …, 2023 - epubs.icar.org.in
ABSTRACT A field experiment was conducted at Tamil Nadu Agricultural University,
Coimbatore during kharif (rainy) and rabi (winter) seasons of 2022 and 2023 to evaluate the …