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YOLO deep learning algorithm for object detection in agriculture: a review

Kamalesh Kanna S, Kumaraperumal Ramalingam, Pazhanivelan P, Jagadeeswaran R, Prabu P.C.

13-12-2024

https://doi.org/10.4081/jae.2024.1641

8433

Downloads: 2949

HTML: 808
Design of a five-bar duckbill-type mechanism for sorghum transplanting

Aristide Timene, Haman Djalo

01-08-2023

https://doi.org/10.4081/jae.2023.1473

2844

Downloads: 1178

HTML: 486
Key technology of crop precision sowing based on the vision principle

Bing Li, Jiyun Li

25-08-2022

https://doi.org/10.4081/jae.2022.1453

2499

Downloads: 732

HTML: 62
Evaluation of solar energy on the roofs of livestock houses

Paolo Liberati, Paolo Zappavigna

e25

26-03-2013

https://doi.org/10.4081/jae.2012.e25

3384

Downloads: 977

HTML: 945
Design and experiment of a self-propelled target spraying machine for walnut orchards based on infrared laser sensing

Peng Yan, Liangqing Li, Kui Liu, Lina Ma, Wangyuan Zong, Chengming Luo, Yangjie Xu

08-09-2025

https://doi.org/10.4081/jae.2025.1775

522

Downloads: 310

HTML: 43
Recent advances in pest and disease recognition: a comprehensive review

Honglin Liu, Bisheng Zhan, Ruitong Fang, Yi Zhang, Yujiao Ma, Ze Shen, Qirong Mao

05-08-2025

https://doi.org/10.4081/jae.2025.1776

1923

Downloads: 1172

HTML: 40
Effect of tillage implement (spring tine cultivator, disc harrow), soil texture, forward speed, and tillage depth on fuel consumption and tillage quality

Vidas Damanauskas, Algirdas Janulevičius

07-07-2022

https://doi.org/10.4081/jae.2022.1371

3661

Downloads: 1789

HTML: 572
Agricultural machinery photoelectric automatic navigation control system based on back propagation neural network

Yerong Sun, Kechuan Yi

05-07-2023

https://doi.org/10.4081/jae.2023.1530

1547

Downloads: 891

HTML: 59
Impact of a flexible irrigation reservation system on water savings in a surface irrigation district in northern Italy

Fabiola Gangi, Giorgio Scotti, Claudio Gandolfi, Daniele Masseroni

22-08-2025

https://doi.org/10.4081/jae.2025.1694

632

Downloads: 525

HTML: 23
Locomotor activity of dairy cows in new and converted barns

Barbara Benz, Jens Hartung

28-10-2025

https://doi.org/10.4081/jae.2025.1706

414

Downloads: 365

HTML: 20
Investigation on the design and optimization of a high-speed precision maize metering device with a layered centrifugal mechanical structure

Meng Zhang, Xinyu Li, Jin Ma, Lei Wang, Qinghui Lai, Yanchao Yin

10-03-2026

https://doi.org/10.4081/jae.2026.1864

506

Downloads: 217

HTML: 37
Performance evaluation of a developed rice-processing machine

Adisa A. Folami, Eberendu N. Obioha, Aderinlewo A. Adewole, Kuye S. Ibiyemi

171-176

29-09-2016

https://doi.org/10.4081/jae.2016.506

4974

Downloads: 2183

HTML: 3965
Experimental analysis on concrete blocks reinforced with Arundo donax fibres

Canio Manniello, Giuseppe Cillis, Dina Statuto, Andrea Di Pasquale, Pietro Picuno

27-12-2021

https://doi.org/10.4081/jae.2021.1288

2698

Downloads: 1230

HTML: 54
A CFD simulation method for nozzle droplet deposition characteristics and corresponding experimental validation

Jie Yan, Jianyu Wang, Chi Lv, Songlin Wang

07-02-2025

https://doi.org/10.4081/jae.2025.1708

1050

Downloads: 622

HTML: 174
Classifications of runoff and sediment data to improve the rating curve method

Hossein Khaledian, Homayoun Faghih, Ata Amini

147-153

08-05-2017

https://doi.org/10.4081/jae.2017.641

2247

Downloads: 1005

HTML: 282
The influence of branch inclination angles on the dynamic response of the olive tree to trunk shaking

Pedro Sanchez-Cachinero, Fernando Aragon-Rodriguez, Sergio Tombesi, Rafael R. Sola-Guirado

24-06-2025

https://doi.org/10.4081/jae.2025.1670

1490

Downloads: 453

HTML: 21
Determination of ammonia concentrations on different floor types in dairy cow housing using a dynamic flux chamber

Barbara Banzhaf, Jens Hartung

24-03-2026

https://doi.org/10.4081/jae.2026.2042

822

Downloads: 130

HTML: 6
A survey of Italian compost dairy barns

Lorenzo Leso, Maurizio Uberti, Wasseem Morshed, Matteo Barbari

e17

18-12-2013

https://doi.org/10.4081/jae.2013.e17

5133

Downloads: 1715

HTML: 1221
IBAC-Net: integrative brightness adaptive plant leaf disease classification

Xing Xu, Hongya Ma, Yun Zhao, Xiaoshu Lv

11-03-2025

https://doi.org/10.4081/jae.2025.1772

860

Downloads: 625

HTML: 51
Effect of different postharvest pre-treatments on the overall quality of organic strawberries during cold storage

Burcu Aykanat, Francesco Genovese, Naouel Admane, Vincenzo Verrastro, Simona Marianna Sanzani, Maria Maddalena Cavalluzzi, Attilio Matera

08-08-2025

https://doi.org/10.4081/jae.2025.1752

1159

Downloads: 940

HTML: 314
Soil compaction in Northern Italian vineyards: challenges and mitigation strategies

Domenico Pessina, Valeria Tadini, Lavinia Eleonora Galli

13-02-2025

https://doi.org/10.4081/jae.2025.1729

1215

Downloads: 407

HTML: 75
Residual attention based multi-label learning for apple leaf disease identification

Changjian Zhou, Zhenyuan Zhao, Wenzhuo Chen, Yuquan Feng, Jia Song, Wensheng Xiang

20-08-2024

https://doi.org/10.4081/jae.2024.1595

1160

Downloads: 519

HTML: 33
Optimization design and experiment of double-helix total mixed rations preparation mixer for silage straw feed

Meizhou Chen, Guangfei Xu, Xianghao Li, Hongda Zhao, Yongli Zhao, Peisong Diao, Yinping Zhang

22-03-2024

https://doi.org/10.4081/jae.2024.1567

1767

Downloads: 1267

HTML: 60
Simulation study and field experiments on the optimal canopy shaking action for harvesting Camellia oleifera fruits

Xiaoqiang Du, Tengfei Shen, Kaizhan Chen, Guofeng Zhang, Xiaohua Yao, Juanjuan Chen, Yongqing Cao

30-06-2022

https://doi.org/10.4081/jae.2022.1245

2005

Downloads: 921

HTML: 69
Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions

Carlos Alejandro Perez Garcia, Dafni Despoina Avgoustaki, Enrica Santolini, Daniele Torreggiani, Thomas Bartzanas, Patrizia Tassinari, Marco Bovo

25-07-2025

https://doi.org/10.4081/jae.2025.1793

1231

Downloads: 516

HTML: 31
Working speed optimization of the fully automated vegetable seedling transplanter

Bhola Paudel, Jayanta Kumar Basak, Seong Woo Jeon, Gun Ho Lee, Nibas Chandra Deb, Sijan Karki, Hyeon Tae Kim

26-03-2024

https://doi.org/10.4081/jae.2024.1569

1635

Downloads: 1002

HTML: 131
GPPK4PCM: pest classification model integrating growth period prior knowledge

Jianhua Zheng, Junde Lu, Yusha Fu, Ruolin Zhao, Jinfang Liu, Zhaoxi Luo, Zhijie Luo

18-07-2025

https://doi.org/10.4081/jae.2025.1814

587

Downloads: 320

HTML: 14
Repair and maintenance costs of hill-farm tractors and transporters for upland mechanisation

Markus Lips

e19

18-12-2013

https://doi.org/10.4081/jae.2013.e19

4239

Downloads: 1280

HTML: 1149
Pitaya detection using an improved lightweight Faster R-CNN based on MobileNetV3 in densely planted pitaya orchards

Yulong Nan, Huichun Zhang, Jiaqiang Zheng, Kunqi Yang

17-07-2025

https://doi.org/10.4081/jae.2025.1886

682

Downloads: 405

HTML: 49
Evaluating the hydraulic performance of rotating spray plate sprinklers

Zawar Hussain, Junping Liu, Junaid Nawaz Chauhdary, Yanyan Zhao, Yuebin Wang

12-03-2025

https://doi.org/10.4081/jae.2025.1773

853

Downloads: 579

HTML: 28
Alternative method for vegetables cultivation in Benin

Lucia Recchia, Paolo Boncinelli, Enrico Cini

08-09-2013

https://doi.org/10.4081/jae.2013.407

1811

Downloads: 824
Hyperspectral prediction of pigment content in tomato leaves based on logistic-optimized sparrow search algorithm and back propagation neural network

Jiangui Zhao, Tingyu Zhu, Zhichao Qiu, Tao Li, Guoliang Wang, Zhiwei Li, Huiling Du

20-06-2023

https://doi.org/10.4081/jae.2023.1528

1594

Downloads: 1327

HTML: 30
Grape detection in natural environment based on improved YOLOv8 network

Meng Junjie, Cao Ziang, Guo Dandan, Wang Yuwei, Zhang Dashan, Liu Bingyou, Hou Wenhui

20-08-2024

https://doi.org/10.4081/jae.2024.1594

1087

Downloads: 662

HTML: 58
A review of deep learning based agricultural remote sensing image segmentation

Qinghua Ren, Yanlin Wu, Qingshuai Zeng, Ning Yang

01-12-2025

https://doi.org/10.4081/jae.2025.1954

3085

Downloads: 777

HTML: 80
Sheep pose estimation via image analysis and body measurements derived from key points

Cafer Tayyar Bati

28-08-2025

https://doi.org/10.4081/jae.2025.1719

1894

Downloads: 701

HTML: 134
Automatic travelling of agricultural support robot for a fruit farm. Verification of effectiveness of real-time kinematic-global navigation satellite system and developed a simulator for specification design

Ren Hiraoka, Yuya Aoyagi, Kazuki Kobayashi

02-02-2023

https://doi.org/10.4081/jae.2023.1355

3185

Downloads: 1613

HTML: 185
Effect of different technologies and animal manures on solid-liquid separation efficiencies

Giorgia Cocolo, Silvia Curnis, Maibritt Hjorth, Giorgio Provolo

e9

27-09-2012

https://doi.org/10.4081/jae.2012.e9

4785

Downloads: 1307

HTML: 1038
Analysis of climate change impacts on dependable flow in Lasang River watershed using the SWAT model

Grace O. Tulang, Victor B. Ella

04-06-2026

https://doi.org/10.4081/jae.2026.2129

577

Downloads: 185

HTML: 4
Comparison of two different artificial neural network models for prediction of soil penetration resistance

İlker Ünal, Önder Kabaş, Salih Sözer

29-12-2023

https://doi.org/10.4081/jae.2024.1550

1496

Downloads: 684

HTML: 36
Evaluating flow regime alterations due to point sources in intermittent rivers: A modelling approach

Giovanni Francesco Ricci, Faouzi Zahi, Ersilia D'Ambrosio, Anna Maria De Girolamo, Giuseppe Parete, Taha-Hocine Debieche, Francesco Gentile

28-06-2022

https://doi.org/10.4081/jae.2022.1333

1917

Downloads: 2026

HTML: 98
Cassava stalk detection for a cassava harvesting robot based on YOLO v4 and Mask R-CNN

Thanaporn Singhpoo, Khwantri Saengprachatanarug, Seree Wongpichet, Jetsada Posom, Kanda Runapongsa Saikaew

01-08-2023

https://doi.org/10.4081/jae.2023.1301

2425

Downloads: 971

HTML: 164
The ability of tree stems to intercept debris flows in forested fan areas: A laboratory modelling study

Francesco Bettella, Tamara Michelini, Vincenzo D'Agostino, Gian Battista Bischetti

42-51

05-04-2018

https://doi.org/10.4081/jae.2018.712

2024

Downloads: 1214

HTML: 181
Power need of an implement for removing polymer residues from the soil surface in Kazakh horticulture

Adilkhan Niyazbayev, Francesco Garbati Pegna, Kanat Khazimov, Erik Umbetov, Kulmuhanbet Akhmetov, Zhadyra Sagyndykova, Marat Khazimov

20-07-2022

https://doi.org/10.4081/jae.2022.1382

1748

Downloads: 880

HTML: 63
Real-time banana harvest readiness prediction using mobile SE-enhanced YOLO classification

Preety Baglat, Fábio Mendonça, Sheikh Shanawaz Mostafa, Sidharth Gupta, Francisco Silva, Helena Garcês, Ruben Sousa, Diana Côrte, Fernando Morgado-Dias

28-01-2026

https://doi.org/10.4081/jae.2026.2003

1221

Downloads: 602

HTML: 157
A leaf-mounted capacitance sensor for continuous monitoring of foliar transpiration and solar irradiance as an indicator of plant water status

Martin Thalheimer

03-11-2022

https://doi.org/10.4081/jae.2022.1477

3799

Downloads: 1917

HTML: 362
Design and experiment of furrow side pick-up soil blade for wheat strip-till planter using the discrete element method

Lei Liu, Xianliang Wang, Xiaokang Zhong, Xiangcai Zhang, Yuanle Geng, Hua Zhou, Tao Chen

30-10-2023

https://doi.org/10.4081/jae.2023.1546

1763

Downloads: 1483

HTML: 82
Analysis of irrigation system performance based on an integrated approach with Sentinel-2 satellite images

Meriem Er-Rami, Guido D'Urso, Nicola Lamaddalena, Daniela D'Agostino, Oscar Rosario Belfiore

28-06-2021

https://doi.org/10.4081/jae.2021.1170

3799

Downloads: 1321

HTML: 280

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