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226 Results Found

  • Article
  • Open Access
779 Views
27 Pages

Spray Deposition, Drift and Equipment Contamination for Drone and Conventional Orchard Spraying Under European Conditions

  • Artur Godyń,
  • Waldemar Świechowski,
  • Grzegorz Doruchowski,
  • Ryszard Hołownicki,
  • Andrzej Bartosik and
  • Konrad Sas

28 November 2025

In Europe, there is a growing interest in crop spraying using unmanned aerial vehicles (UAVs, drones), although current legislation imposes significant limitations on this technique. Spraying of orchard crops with drones remains particularly challeng...

  • Review
  • Open Access
2 Citations
2,024 Views
27 Pages

A Review of Orchard Canopy Perception Technologies for Variable-Rate Spraying

  • Yunfei Wang,
  • Weidong Jia,
  • Mingxiong Ou,
  • Xuejun Wang and
  • Xiang Dong

8 August 2025

With the advancement of precision agriculture, variable-rate spraying (VRS) technology has demonstrated significant potential in enhancing pesticide utilization efficiency and promoting environmental sustainability, particularly in orchard applicatio...

  • Article
  • Open Access
26 Citations
2,918 Views
17 Pages

BDS/IMU Integrated Auto-Navigation System of Orchard Spraying Robot

  • Liang Zhang,
  • Xinghui Zhu,
  • Jingjing Huang,
  • Jinqi Huang,
  • Jingxin Xie,
  • Xu Xiao,
  • Gang Yin,
  • Xiayu Wang,
  • Ming Li and
  • Kui Fang

16 August 2022

To improve the accuracy and reliability of orchard spraying robots, an integrated navigation system was developed, consisting of a real-time kinematic positioning-Beidou satellite navigation system (RTK-BDS) receiver, an inertial measurement unit (IM...

  • Review
  • Open Access
1 Citations
1,055 Views
30 Pages

A Review of Multiscale Interaction Mechanisms of Wind–Leaf–Droplet Systems in Orchard Spraying

  • Yunfei Wang,
  • Zhenlei Zhang,
  • Ruohan Shi,
  • Shiqun Dai,
  • Weidong Jia,
  • Mingxiong Ou,
  • Xiang Dong and
  • Mingde Yan

31 July 2025

The multiscale interactive system composed of wind, leaves, and droplets serves as a critical dynamic unit in precision orchard spraying. Its coupling mechanisms fundamentally influence pesticide transport pathways, deposition patterns, and drift beh...

  • Article
  • Open Access
28 Citations
4,589 Views
18 Pages

Orchard pesticide off-target deposition and drift cause substantial soil and water pollution, and other environmental pollution. Orchard target-oriented spraying technologies have been used to reduce the deposition and drift caused by off-target spra...

  • Article
  • Open Access
7 Citations
2,897 Views
23 Pages

Double-DQN-Based Path-Tracking Control Algorithm for Orchard Traction Spraying Robot

  • Zhigang Ren,
  • Zhijie Liu,
  • Minxin Yuan,
  • Heng Liu,
  • Wang Wang,
  • Jifeng Qin and
  • Fuzeng Yang

10 November 2022

The precise path-tracking control of tractors and trailers is the key to realizing agricultural automation. In order to improve the path-tracking control accuracy and driving stability of orchard traction spraying robots, this study proposed a naviga...

  • Article
  • Open Access
21 Citations
3,295 Views
20 Pages

3 August 2023

The accurate and rapid acquisition of fruit tree canopy parameters is fundamental for achieving precision operations in orchard robotics, including accurate spraying and precise fertilization. In response to the issue of inaccurate citrus tree canopy...

  • Article
  • Open Access
259 Views
18 Pages

Airflow regulation is essential for optimizing pesticide deposition in orchard spraying. This study developed an airflow attenuation model for a five-port air-assisted sprayer by integrating jet dynamics with crown resistance characteristics. The tre...

  • Article
  • Open Access
3 Citations
2,627 Views
23 Pages

3 June 2025

To address the challenges of low pesticide utilization, insufficient automation, and health risks in orchard plant protection, we developed an autonomous spraying vehicle using ArduPilot firmware and a robot operating system (ROS). The system tackles...

  • Review
  • Open Access
15 Citations
2,542 Views
37 Pages

A Review of Environmental Sensing Technologies for Targeted Spraying in Orchards

  • Yunfei Wang,
  • Zhengji Zhang,
  • Weidong Jia,
  • Mingxiong Ou,
  • Xiang Dong and
  • Shiqun Dai

Precision pesticide application is a key focus in orchard management, with targeted spraying serving as a core technology to optimize pesticide delivery and reduce environmental pollution. However, its accurate implementation relies on high-precision...

  • Article
  • Open Access
49 Citations
11,404 Views
20 Pages

Programmable Ultrasonic Sensing System for Targeted Spraying in Orchards

  • Denis Stajnko,
  • Peter Berk,
  • Mario Lešnik,
  • Viktor Jejčič,
  • Miran Lakota,
  • Andrej Štrancar,
  • Marko Hočevar and
  • Jurij Rakun

9 November 2012

This research demonstrates the basic elements of a prototype automated orchard sprayer which delivers pesticide spray selectively with respect to the characteristics of the targets. The density of an apple tree canopy was detected by PROWAVE 400EP250...

  • Article
  • Open Access
9 Citations
2,904 Views
16 Pages

Design and Kinematic Analysis of Cable-Driven Target Spray Robot for Citrus Orchards

  • Xiulan Bao,
  • Yuxin Niu,
  • Yishu Li,
  • Jincheng Mao,
  • Shanjun Li,
  • Xiaojie Ma,
  • Qilin Yin and
  • Biyu Chen

19 September 2022

In Southeast Asia, many varieties of citrus are grown in hilly areas. Compared with plain orchards, it is difficult for large spraying equipment to move in hilly orchards. Small spraying equipment can enter hilly orchards, but their spraying power ca...

  • Article
  • Open Access
6 Citations
2,425 Views
14 Pages

16 November 2023

Pesticide application is an essential means of controlling plant diseases and pests in citrus orchards. In recent years, fixed spraying systems have gradually been used as alternatives to traditional sprayers and manual sprayers in some hilly citrus...

  • Article
  • Open Access
1 Citations
381 Views
24 Pages

Effect of Airflow Settings of an Orchard Sprayer with Two Individually Controlled Fans on Spray Deposition in Apple Trees and Off-Target Drift

  • Grzegorz Doruchowski,
  • Waldemar Świechowski,
  • Ryszard Hołownicki,
  • Artur Godyń and
  • Andrzej Bartosik

4 December 2025

Air-assisted sprayers are widely used in orchards to ensure deep canopy penetration and effective pesticide coverage, yet excessive or misdirected airflow often causes spray drift and ground losses. This study evaluated spray deposition efficiency, d...

  • Article
  • Open Access
3 Citations
2,167 Views
19 Pages

Multi-Agent Vision System for Supporting Autonomous Orchard Spraying

  • Piotr Góral,
  • Paweł Pawłowski,
  • Karol Piniarski and
  • Adam Dąbrowski

In this article, the authors propose a multi-agent vision system supporting the autonomous spraying of orchards and analyze the condition of trees and occurrence of pests and diseases. The vision system consists of several agents: first, for the dete...

  • Article
  • Open Access
57 Citations
6,045 Views
23 Pages

14 October 2022

Automatic navigation (AN) is an essential component to ensure the safety of pesticide application in orchards, whereas precision variable-rate spraying (PVS) serves as an indispensable technology for reducing the application of pesticides and protect...

  • Proceeding Paper
  • Open Access
1,058 Views
8 Pages

Efficient pesticide delivery in mango orchards is hindered by tall canopies and dense foliage. This study evaluated two ultra-low-volume (ULV) nozzles—TeeJet XR and HYPRO rotary—mounted on an indigenous multirotor drone during flowering a...

  • Proceeding Paper
  • Open Access
1 Citations
1,748 Views
4 Pages

A Performance Comparison of Variable Rate Technologies for Spot-Specific and Uniform Spraying for Citrus Orchard

  • Arshed Ahmed,
  • Shahram Hamza,
  • Muhammad Naveed Tahir,
  • Shoaib Rashid Saleem and
  • Rashed Ahmed

Shortly, the demand for food production will increase, and the challenges to agriculture, including climate change, land degradation, farmable land availability and labor effort, will be resolved by applying precision agriculture techniques. In moder...

  • Article
  • Open Access
41 Citations
8,287 Views
26 Pages

16 May 2023

Traditional Japanese orchards control the growth height of fruit trees for the convenience of farmers, which is unfavorable to the operation of medium- and large-sized machinery. A compact, safe, and stable spraying system could offer a solution for...

  • Article
  • Open Access
5 Citations
2,236 Views
22 Pages

Design and Experiment of Orchard Air-Assisted Sprayer with Airflow Graded Control

  • Fan Feng,
  • Hanjie Dou,
  • Changyuan Zhai,
  • Yanlong Zhang,
  • Wei Zou and
  • Jianjun Hao

31 December 2024

The orchard air-assisted sprayer exhibits strong droplet penetration, allowing uniform adhesion on both the front and back surfaces of leaves. The spray deposition and spray drift are influenced not only by the amount of pesticide but also by the air...

  • Review
  • Open Access
17 Citations
4,224 Views
18 Pages

Anti-Drift Technology Progress of Plant Protection Applied to Orchards: A Review

  • Shaobo Li,
  • Jianping Li,
  • Shaomeng Yu,
  • Pengfei Wang,
  • Hongjie Liu and
  • Xin Yang

25 October 2023

In orchard plant protection application, an anti-drift strategy can effectively reduce drift in the non-target area, reduce spray drift in the environment, and avoid spray leakage and overspraying. To clarify the future development direction of orcha...

  • Article
  • Open Access
7 Citations
1,787 Views
15 Pages

Evaluation of the Impact of Plant Protection Products (PPPs) on Non-Target Soil Organisms in the Olive Orchard: Drone (Aerial) Spraying vs. Tractor (Ground) Spraying

  • Aldo D’Alessandro,
  • Martina Coletta,
  • Aurora Torresi,
  • Gilda Dell’Ambrogio,
  • Mathieu Renaud,
  • Benoît J. D. Ferrari and
  • Antonietta La Terza

23 December 2024

Policies aimed at reducing plant protection products (PPPs) are part of the UN’s 2030 Agenda for Sustainable Development. Sustainable management of PPPs is crucial for soil health, biodiversity, and ecosystem services, including food provision....

  • Review
  • Open Access
9 Citations
2,888 Views
25 Pages

A Review of Intelligent Orchard Sprayer Technologies: Perception, Control, and System Integration

  • Minmin Wu,
  • Siyuan Liu,
  • Ziyu Li,
  • Mingxiong Ou,
  • Shiqun Dai,
  • Xiang Dong,
  • Xiaowen Wang,
  • Li Jiang and
  • Weidong Jia

With the ongoing advancement of global agricultural modernization, intelligent technologies have gained significant attention in agricultural production—particularly in the field of intelligent orchard sprayers, where notable progress has been...

  • Article
  • Open Access
10 Citations
3,256 Views
23 Pages

Research on a Map-Based Cooperative Navigation System for Spraying–Dosing Robot Group

  • Jifeng Qin,
  • Wang Wang,
  • Wenju Mao,
  • Minxin Yuan,
  • Heng Liu,
  • Zhigang Ren,
  • Shuaiqi Shi and
  • Fuzeng Yang

8 December 2022

To solve the problem encountered when the spraying robot has run out of medicine even though the spraying task on the field is not complete, we developed a spraying–dosing robot group and proposed a collaborative navigation system based on an o...

  • Article
  • Open Access
32 Citations
5,341 Views
24 Pages

Effect of Operational Parameters of Unmanned Aerial Vehicle (UAV) on Droplet Deposition in Trellised Pear Orchard

  • Peng Qi,
  • Lanting Zhang,
  • Zhichong Wang,
  • Hu Han,
  • Joachim Müller,
  • Tian Li,
  • Changling Wang,
  • Zhan Huang,
  • Miao He and
  • Xiongkui He

13 January 2023

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 is receiving more and more attention worldwide. A new model of pear cul...

  • Article
  • Open Access
1,261 Views
13 Pages

Possible Enhancing of Spraying Management by Evaluating Automated Control in Different Training Systems

  • Jurij Rakun,
  • Peter Lepej,
  • Rajko Bernik,
  • Jelisaveta Seka Cvijanović,
  • Miljan Cvetković and
  • Erik Rihter

23 December 2024

This study explores the feasibility of an automated sensor system for precise plant protection product application in plum orchards, aiming to address issues related to inefficient spraying practices, environmental pollution, and reduced crop quality...

  • Article
  • Open Access
16 Citations
3,924 Views
20 Pages

23 December 2022

Orchard spraying robots must visually obtain citrus tree crown growth information to meet the variable growth-stage-based spraying requirements. However, the complex environments and growth characteristics of fruit trees affect the accuracy of crown...

  • Article
  • Open Access
13 Citations
2,604 Views
19 Pages

13 July 2022

With the increase in orchard areas and the transfer of rural labor, various air-assisted sprayers have been widely used in China. However, the problem of off-target drift still exists, which has caused pesticide waste and environmental pollution. In...

  • Article
  • Open Access
12 Citations
3,413 Views
18 Pages

4 December 2022

Pistachio is an important economic crop in arid and semi-arid regions of Iran. A major problem leading to a reduction in crop quality and reduced marketability is extreme air temperature in summer, which causes sunburn of pistachio leaves and fruit....

  • Article
  • Open Access
4 Citations
2,464 Views
31 Pages

18 February 2025

The development of unmanned aerial spraying systems (UASSs) has significantly transformed pest and disease control methods of crop plants. Precisely adjusting pesticide application rates based on the target conditions is an effective method to improv...

  • Article
  • Open Access
1,023 Views
20 Pages

Comparative Efficacy of UAVs (Unmanned Aerial Vehicles) and Ground-Based Bait Applications for Olive Fruit Fly (Bactrocera oleae) Control in Greek Olive Orchards

  • Georgia D. Papadogiorgou,
  • Konstantina Alipranti,
  • Vasileios Giannopoulos,
  • Sergey Odinokov,
  • Dimitris Stavridis,
  • Antonis Paraskevopoulos,
  • Panagiotis Giatras,
  • Stelios Christodoulou,
  • Kostas Dimizas and
  • Nikos T. Papadopoulos
  • + 2 authors

9 September 2025

The use of unmanned aerial vehicles (UAVs) in agricultural pest management has emerged as a promising alternative to conventional methods, particularly in challenging terrains. This study assessed the effectiveness of UAV-based versus ground-based ba...

  • Article
  • Open Access
15 Citations
3,487 Views
15 Pages

Calculation Method of Canopy Dynamic Meshing Division Volumes for Precision Pesticide Application in Orchards Based on LiDAR

  • Mengmeng Wang,
  • Hanjie Dou,
  • Hongyan Sun,
  • Changyuan Zhai,
  • Yanlong Zhang and
  • Feixiang Yuan

7 April 2023

The canopy volume of fruit trees is an important input for the precise and varying application of pesticides in orchards. The fixed mesh division method is mostly used to calculate canopy volumes with variable target-oriented spraying. To reduce the...

  • Article
  • Open Access
13 Citations
2,988 Views
13 Pages

Canopy Segmentation Method for Determining the Spray Deposition Rate in Orchards

  • Shilin Wang,
  • Wei Wang,
  • Xiaohui Lei,
  • Shuangshuang Wang,
  • Xue Li and
  • Tomas Norton

16 May 2022

The effective quantification of deposition rate is of vital importance in optimizing the application performance and the utilization of pesticides; meanwhile, the canopies of fruit tree orchards are large, with dense branches and leaves shading each...

  • Article
  • Open Access
7 Citations
2,043 Views
19 Pages

Efficient pest control in orchards is crucial for preserving crop quality and maximizing yield. A key factor in optimizing automated variable-rate spraying is accurate tree canopy size estimation, which helps reduce pesticide overuse while minimizing...

  • Article
  • Open Access
8 Citations
3,358 Views
16 Pages

Structure of the Assemblages of Spiders in Mediterranean Pear Orchards and the Effect of Intensity of Spraying

  • Luis de Pedro,
  • María Carmen Ortín-Angulo,
  • Jesús Miñano,
  • Elena López-Gallego and
  • Juan Antonio Sanchez

20 August 2020

Spiders are key predatory arthropods that are negatively affected by spraying pesticides in orchards. The aim of this research was to determine the structure of the community of spiders in pear orchards and the impact of the intensity of spraying. Th...

  • Review
  • Open Access
8 Citations
2,230 Views
24 Pages

A Review on the Evolution of Air-Assisted Spraying in Orchards and the Associated Leaf Motion During Spraying

  • Guanqun Wang,
  • Ziyu Li,
  • Weidong Jia,
  • Mingxiong Ou,
  • Xiang Dong and
  • Zhengji Zhang

Air-assisted spraying is vital in modern orchard pest management by enhancing droplet penetration and coverage on complex canopies. However, the interaction between airflow, droplets, and flexible foliage remains unclear, limiting spray efficiency an...

  • Technical Note
  • Open Access
9 Citations
5,258 Views
18 Pages

Aimed at issues associated with the poor air supply and poor automatic targeting accuracy of existing orchard sprayers, this paper designs a jet-type orchard remote control sprayer with automatic targeting which is suitable for standardized orchards...

  • Article
  • Open Access
4 Citations
3,089 Views
18 Pages

Field Study of UAV Variable-Rate Spraying Method for Orchards Based on Canopy Volume

  • Pengchao Chen,
  • Haoran Ma,
  • Zongyin Cui,
  • Zhihong Li,
  • Jiapei Wu,
  • Jianhong Liao,
  • Hanbing Liu,
  • Ying Wang and
  • Yubin Lan

The use of unmanned aerial vehicle (UAV) pesticide spraying technology in precision agriculture is becoming increasingly important. However, traditional spraying methods struggle to address the precision application need caused by the canopy differen...

  • Feature Paper
  • Article
  • Open Access
29 Citations
4,494 Views
21 Pages

21 June 2021

Canopy characterization detection is essential for target-oriented spray, which minimizes pesticide residues in fruits, pesticide wastage, and pollution. In this study, a novel canopy meshing-profile characterization (CMPC) method based on light dete...

  • Article
  • Open Access
3 Citations
3,678 Views
11 Pages

The Potential Impact of Long-Term Copper Fungicide Sprays on Soil Health in Avocado Orchards

  • Dumsane Themba Matse,
  • Thangavelautham Geretharan,
  • Eileen F. van Gorp,
  • Sean Anderson,
  • Paramsothy Jeyakumar and
  • Christopher W. N. Anderson

The long-term use of copper (Cu)-based fungicide sprays in orchards is associated with changes in soil Cu levels. However, there is a gap in knowledge regarding the potential accumulation of Cu in orchards and the associated impacts on the soil micro...

  • Article
  • Open Access
12 Citations
4,377 Views
11 Pages

Spray Backstop: A Method to Reduce Orchard Spray Drift Potential without Limiting the Spray and Air Delivery

  • Alireza Pourreza,
  • Ali Moghimi,
  • Franz J. A. Niederholzer,
  • Peter A. Larbi,
  • German Zuniga-Ramirez,
  • Kyle H. Cheung and
  • Farzaneh Khorsandi

26 October 2020

Unmanaged spray drift from orchard pesticide application contributes to environmental contamination and causes significant danger to farmworkers, nearby residential areas, and neighbors’ crops. Most drift control approaches do not guarantee ade...

  • Article
  • Open Access
2 Citations
1,466 Views
26 Pages

18 June 2025

Precision spraying technology has attracted increasing attention in orchard production management. Traditional chemical pesticide application relies on subjective judgment, leading to fluctuations in pesticide usage, low application efficiency, and e...

  • Article
  • Open Access
1 Citations
2,074 Views
14 Pages

20 September 2024

Kiwifruit (Actinidia chinensis) cultivation is expanding worldwide, with China, New Zealand, and Italy being the major producing countries. Halyomorpha halys, the brown marmorated stink bug, is raising serious concerns to kiwifruit cultivation both i...

  • Article
  • Open Access
1 Citations
1,377 Views
25 Pages

Field Evaluation of Different Unmanned Aerial Spraying Systems Applied to Control Panonychus citri in Mountainous Citrus Orchards

  • Zongyin Cui,
  • Li Cui,
  • Xiaojing Yan,
  • Yifang Han,
  • Weiguang Yang,
  • Yilong Zhan,
  • Jiapei Wu,
  • Yingdong Qin,
  • Pengchao Chen and
  • Yubin Lan

In mountainous citrus orchards, the application of conventional ground sprayers for the control of citrus red mite (Panonychus citri) is often constrained by complex terrain and low operational efficiency. The Unmanned Aerial Spraying System (UASS),...

  • Article
  • Open Access
14 Citations
3,454 Views
17 Pages

28 July 2023

With the aim of solving the problems of high labor intensity, low operational efficiency, and poor deposition distribution uniformity in the mango canopy associated with traditional plant protection devices, an air-ground co-operation stereoscopic pl...

  • Article
  • Open Access
35 Citations
6,250 Views
21 Pages

Orchard Spray Study: A Prediction Model of Droplet Deposition States on Leaf Surfaces

  • Jun Li,
  • Huajun Cui,
  • Yakun Ma,
  • Lu Xun,
  • Zhiqiang Li,
  • Zhou Yang and
  • Huazhong Lu

During air-assisted spraying operations in orchards, the interaction between the droplets and the target leaves has a decisive influence on the retention of the droplets on the leaves and the final deposition state. Based on the observation of the fi...

  • Article
  • Open Access
6 Citations
3,499 Views
21 Pages

Assessment of Spray Deposit and Loss in Traditional and Intensive Olive Orchards with Conventional and Crop-Adapted Sprayers

  • Alberto Godoy-Nieto,
  • Antonio Miranda-Fuentes,
  • Marco Grella,
  • Gregorio Lorenzo Blanco-Roldán,
  • Antonio Rodríguez-Lizana and
  • Jesús Antonio Gil-Ribes

27 July 2022

Plant protection product (PPP) applications to isolated olive trees are commonly performed with regular air-assisted sprayers, which are not adapted to their particular characteristics. Whilst strong efforts have been undertaken over the last years t...

  • Article
  • Open Access
91 Citations
8,979 Views
26 Pages

Spray drift assessment encompasses classification of the capacity of each sprayer/technology/setting combination to reduce or avoid the spray drift risk, as well as drift measurement to define buffer zones mandated during pesticide application. Compo...

  • Article
  • Open Access
89 Citations
7,503 Views
14 Pages

27 January 2022

Reduction in chemical usage for crop management due to the environmental and health issues is a key area in achieving sustainable agricultural practices. One area in which this can be achieved is through the development of intelligent spraying system...

  • Article
  • Open Access
13 Citations
2,914 Views
18 Pages

Effect of Emitter Modifications on Spray Performance of a Solid Set Canopy Delivery System in a High-Density Apple Orchard

  • Rakesh Ranjan,
  • Rajeev Sinha,
  • Lav R. Khot,
  • Gwen-Alyn Hoheisel,
  • Matthew J. Grieshop and
  • Mark Ledebuhr

30 November 2021

Optimally configured solid set canopy delivery systems (SSCDS) can provide adequate spray performance in high-density apple orchards with a minimized risk of off-target pesticide drift. SSCDS configured in a shower-down emitter arrangement have been...

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