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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

3069

Downloads: 774

HTML: 80
Tomato detection in natural environment based on improved YOLOv8 network

Wancheng Dong, Yipeng Zhao, Jiaxing Pei, Zuolong Feng, Zhikai Ma, Leilei Wang, Simon Shemin Wang

24-07-2025

https://doi.org/10.4081/jae.2025.1732

1300

Downloads: 1020

HTML: 118
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
Lightweight sandy vegetation object detection algorithm based on attention mechanism

Zhongwei Hua, Min Guan

21-11-2022

https://doi.org/10.4081/jae.2022.1471

1807

Downloads: 543

HTML: 39
Intelligent monitoring system for plastic film and drip tape laying quality in film mulching planters based on multi-sensor fusion

Haoqiang Sun, Jincheng Chen, Baiwei Wang, Yuze He, Chao Ji

06-05-2026

https://doi.org/10.4081/jae.2026.2099

771

Downloads: 154

HTML: 6
SCS-YOLO11: a robust detection framework for pileus of deer antler mushrooms in greenhouse environments

Shuzhen Yang, Jiahong Du, Dongjian Zhang, sangsang Li

15-12-2025

https://doi.org/10.4081/jae.2025.1930

590

Downloads: 401

HTML: 36
Fine-grained recognition algorithm of crop pests based on cross-layer bilinear aggregation and multi-task learning

Juquan Ruan, Shuo Liu, Wanjing Mao, Shan Zeng, Zhuoyi Zhang, Guangsun Yin

30-10-2024

https://doi.org/10.4081/jae.2024.1606

980

Downloads: 439

HTML: 31
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

1220

Downloads: 601

HTML: 157
Fast identification of tomatoes in natural environments by improved YOLOv5s

Hongbo Wang, Zhicheng Xie, Yongzheng Yang, Junmao Li, Zilu Huang, Zhihong Yu

09-07-2024

https://doi.org/10.4081/jae.2024.1588

897

Downloads: 424

HTML: 40
Structural design and experimental tests on a model of tensegrity greenhouse prototype

Giacomo Scarascia-Mugnozza, Silvana Fuina, Sergio Castellano

30-09-2021

https://doi.org/10.4081/jae.2021.1189

2070

Downloads: 1152

HTML: 454
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

1911

Downloads: 1168

HTML: 39
Static laser weeding system based on improved YOLOv8 and image fusion

Xiwang Du, Xia Li, Fangtao Duan, Jiawei Hua, Mengchao Hu

03-10-2024

https://doi.org/10.4081/jae.2024.1598

3016

Downloads: 1305

HTML: 239
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

8413

Downloads: 2945

HTML: 808
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

1086

Downloads: 660

HTML: 58
Probabilistic risk management for agricultural facilities under heavy snowfall: a Markov chain approach considering wet and dry snow conditions

Seokhyeon Kim, Seokhwan Hwang, Won Choi, Sangik Lee

28-01-2026

https://doi.org/10.4081/jae.2026.1937

702

Downloads: 446

HTML: 48
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

1159

Downloads: 519

HTML: 33
Double-branch deep convolutional neural network-based rice leaf diseases recognition and classification

Xiong Bi, Hongchun Wang

30-10-2023

https://doi.org/10.4081/jae.2023.1544

2221

Downloads: 1034

HTML: 29
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
Structural design, modeling and simulation analysis of a cage broiler inspection robot

Yongmin Guo, Xinwei Yu, Wanchao Zhang, Changxi Chen, Liji Yu

07-04-2025

https://doi.org/10.4081/jae.2025.1806

1114

Downloads: 622

HTML: 64
Apple recognition and picking sequence planning for harvesting robot in a complex environment

Wei Ji, Tong Zhang, Bo Xu, Guozhi He

31-10-2023

https://doi.org/10.4081/jae.2024.1549

2678

Downloads: 1535

HTML: 65
Assessment of an expanded-polypropylene isothermal box to improve logistic sustainability of catering services

Andrea Casson, Valentina Giovenzana, Alessio Tugnolo, Alessia Pampuri, Ilaria Fiorindo, Roberto Beghi, Riccardo Guidetti

28-06-2021

https://doi.org/10.4081/jae.2021.1139

2247

Downloads: 1172

HTML: 273
Harnessing AI for sustainable agriculture: exergy efficiency optimization in maize via neighbourhood component analysis, principal component analysis, extreme gradient boosting

Kutalmis Turhal, Umit Cigdem Turhal, Yasemin Onal

24-10-2025

https://doi.org/10.4081/jae.2025.1870

1257

Downloads: 548

HTML: 39
Agrivoltaic systems towards the European green deal and agricultural policies: a review

Gabriella Impallomeni, Francesco Barreca

11-11-2024

https://doi.org/10.4081/jae.2024.1632

2680

Downloads: 1092

HTML: 360
Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective

Eleonora Iaccheri, Luigi Ragni, Annachiara Berardinelli

23-01-2026

https://doi.org/10.4081/jae.2025.1817

1671

Downloads: 731

HTML: 259
Pallet standards in agri-food sector: a brief survey

Alessandro Trevisani, Eleonora Iaccheri, Angelo Fabbri, Adriano Guarnieri

90-95

02-10-2014

https://doi.org/10.4081/jae.2014.220

3726

Downloads: 1716

HTML: 4116
Detection method of potato leaf disease based on YOLOv5s

Jingtao Li, Hao Chen, Guisong Li, Yueqi Liu, Yanli Yang, Xia Liu, Chang Yi Wang

03-06-2024

https://doi.org/10.4081/jae.2024.1587

1167

Downloads: 707

HTML: 131
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

1890

Downloads: 699

HTML: 134
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

3795

Downloads: 1912

HTML: 362
Thermo-mechanical response of rigid plastic laminates for greenhouse covering

Silvana Fuina, Giuseppe C. Marano, Giuseppe Puglisi, Domenico De Tommasi, Giacomo Scarascia-Mugnozza

157-163

29-09-2016

https://doi.org/10.4081/jae.2016.549

81694

Downloads: 1313

HTML: 567
YOLO-Banana-Seg: a lightweight and efficient model for rapid segmentation of banana bunches and stalks in complex orchards

Runbo Fu, Fuqin Deng, Zhijie Wu, Lanhui Fu, Lei Zhou

16-09-2026

https://doi.org/10.4081/jae.2026.2095

43

Downloads: 31
Calibrating structural modelling simulation parameters of a lightweight temporary shelter using a lateral load test in situ

Francesco Barreca, Giuseppe Davide Cardinali, Viviana Tirella

30-12-2022

https://doi.org/10.4081/jae.2022.1418

2006

Downloads: 710
Design and experiment of brush-roller ginkgo leaf picker for the dwarf dense planting mode

Shanwen Zhang, Yongyuan Sun, Su Lu, Li Wang, Sian Liu, Zhongliu Wang, Min Dai, Jicheng Gao, Hong Miao

25-10-2023

https://doi.org/10.4081/jae.2023.1541

1967

Downloads: 780

HTML: 90
Recognition of pepper plant and ridge characteristics using an ultrasonic sensor for smart upland crop production

Mohammod Ali, Md Rejaul Karim, Md Sazzadul Kabir, Md Asrakul Haque, Kyu-Ho Lee, Sun-Ok Chung

21-07-2025

https://doi.org/10.4081/jae.2025.1881

991

Downloads: 613

HTML: 26
A safety-refined and smoothness-enhanced path-planning algorithm for an agricultural composite mobile manipulator in greenhouse crate handling

Haoxuan Hu, Chunyan Zhang

05-06-2026

https://doi.org/10.4081/jae.2026.2024

335

Downloads: 227
Automatic sheep counting method and experimental study based on mask R-CNN

YiKun Fan, Ting Li, Hao Lian, HuiLin Jiang, Wenqian Yang, Peng Zhou, Meian Li

12-09-2025

https://doi.org/10.4081/jae.2025.1614

1454

Downloads: 432

HTML: 74
Modelling and verification of sesame seed particles using the discrete element method

Noureldin Sharaby, Artyom Doroshenko, Andrey Butovchenko

28-06-2022

https://doi.org/10.4081/jae.2022.1286

26027

Downloads: 1253

HTML: 182
A review of the discrete element method/modelling in agricultural engineering

Qing Guo, Huihuang Xia

04-08-2023

https://doi.org/10.4081/jae.2023.1534

3615

Downloads: 1484

HTML: 65
Design and experiment of air-suction precision seed discharging device for wheat

Hong Hu, Jun Chen, Guanyue Zhang, Ziqiang Wu

14-07-2025

https://doi.org/10.4081/jae.2025.1828

797

Downloads: 898

HTML: 58
Development and test of a spring-finger roller-type hot pepper picking header

Zhiqiang Song, Chuanxing Du, Yongcheng Chen, Dianlei Han, Xinzhong Wang

19-02-2024

https://doi.org/10.4081/jae.2024.1562

1567

Downloads: 837

HTML: 20
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
Automated tea shoot picking using the YOLO network and Mamba images segmentation for top-view detection with a monocular camera

Zhiqiang Wang, Hui Niu, Jing Zhang, Wu Zhang, Jian Mao, Shengqi Zhang, Jun Liu, Guanpeng Zuo, Zhe Zheng, Zhenxiang Chi

18-11-2025

https://doi.org/10.4081/jae.2025.1637

810

Downloads: 411

HTML: 25
Design and experiment of Internet-of-Things cooling system in glass greenhouse based on computational fluid dynamics simulation

Zanbin Zhu, Yubin Li, Shoufu Gong

25-07-2022

https://doi.org/10.4081/jae.2023.1384

3041

Downloads: 1518

HTML: 63
Cost-effective IoT hyperspectral prototype for distributed agri-food product monitoring

Sara Vignati, Alessio Tugnolo, Marco Torrente, Alessia Pampuri, Riccardo Guidetti, Roberto Beghi, Valentina Giovenzana

14-07-2025

https://doi.org/10.4081/jae.2025.1664

1109

Downloads: 618

HTML: 63
Fatigue life evaluation and research trend in agricultural machinery: a review

Jeong-Hun Kim, Kwang-Mo Kim, Jeong-Gil Kim, Ju-Seok Nam

17-06-2026

https://doi.org/10.4081/jae.2026.1928

636

Downloads: 114

HTML: 4
Zanthoxylum infructescence detection based on adaptive density clustering

Diwei Wu, Shaohua Zeng, Shuai Wang, Yanan Chen, Yidan Xu

26-03-2024

https://doi.org/10.4081/jae.2024.1568

2289

Downloads: 595

HTML: 23
A nature-based system for improving Mediterranean buildings’ performance: contribution to energy saving by heat transfer reduction and influence of climatic parameters

Fabiana Convertino, Ileana Blanco, Evelia Schettini, Giuliano Vox

20-02-2023

https://doi.org/10.4081/jae.2023.1520

1957

Downloads: 762

HTML: 31
Dynamic analysis and experimental study of sweet potato seedling transplanting mechanism with non-circular gear system via ADAMS-EDEM co-simulation

Bingliang Ye, Hongbin Xue, Gaohong Yu, Yuxuan Ye, Haili Zhou

31-03-2026

https://doi.org/10.4081/jae.2026.1931

633

Downloads: 225

HTML: 56
Monitoring water-stressed spring tea canopy temperature using UAV-derived indices and clustering models

Jiaxing Xie, Yazhong Chen, Shuai Zhao, Jiaxin Wang, Liye Chen, Fan Luo, Zihao Chen, Weixian Sha, Peng Gao, Weixing Wang, Hongshan Liu

23-01-2026

https://doi.org/10.4081/jae.2025.1749

791

Downloads: 669

HTML: 52
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

849

Downloads: 625

HTML: 51
Empowering farmers with artificial intelligence: a retrieval-augmented generation based large language model advisory framework

Shreeram Sawant, Rahul Nair, Siddharth Hariharan

27-01-2026

https://doi.org/10.4081/jae.2026.1908

3927

Downloads: 1528

HTML: 114
Variable-rate spray system for unmanned aerial applications using lag compensation algorithm and pulse width modulation spray technology

Zhongkuan Wang, Sheng Wen, Yubin Lan, Yue Liu, Yingying Dong

31-10-2023

https://doi.org/10.4081/jae.2023.1547

2375

Downloads: 1263

HTML: 214
Performance evaluation of cassava starch-zinc nanocomposite film for tomatoes packaging

Adeshina Fadeyibi, Zinash D. Osunde, Evans C. Egwim, Peter A. Idah

137-146

29-05-2017

https://doi.org/10.4081/jae.2017.565

2615

Downloads: 1351

HTML: 444
Lychee cultivar fine-grained image classification method based on improved ResNet-34 residual network

Yiming Xiao, Jianhua Wang, Hongyi Xiong, Fangjun Xiao, Renhuan Huang, Licong Hong, Bofei Wu, Jinfeng Zhou, Yongbin Long, Yubin Lan

17-07-2024

https://doi.org/10.4081/jae.2024.1593

1433

Downloads: 632

HTML: 71

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