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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

3188

Downloads: 851

HTML: 89
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

1323

Downloads: 1048

HTML: 121
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

703

Downloads: 422

HTML: 54
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

1819

Downloads: 553

HTML: 43
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

916

Downloads: 189

HTML: 17
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

613

Downloads: 418

HTML: 39
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

1016

Downloads: 454

HTML: 34
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

2012

Downloads: 1194

HTML: 42
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

1254

Downloads: 634

HTML: 167
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

921

Downloads: 444

HTML: 43
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

2097

Downloads: 1163

HTML: 464
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

3069

Downloads: 1329

HTML: 244
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

8550

Downloads: 3008

HTML: 844
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

1113

Downloads: 673

HTML: 61
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

727

Downloads: 471

HTML: 50
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

1181

Downloads: 535

HTML: 37
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

2716

Downloads: 1594

HTML: 69
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

2305

Downloads: 1200

HTML: 278
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

2243

Downloads: 1064

HTML: 31
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

610

Downloads: 339

HTML: 16
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

1147

Downloads: 639

HTML: 70
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

1277

Downloads: 572

HTML: 42
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

2744

Downloads: 1123

HTML: 373
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

1713

Downloads: 754

HTML: 267
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

3762

Downloads: 1731

HTML: 4124
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

1187

Downloads: 724

HTML: 135
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

1922

Downloads: 724

HTML: 139
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

684

Downloads: 253

HTML: 61
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

829

Downloads: 712

HTML: 61
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

880

Downloads: 642

HTML: 54
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

4079

Downloads: 1605

HTML: 137
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

2406

Downloads: 1297

HTML: 227
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

2641

Downloads: 1378

HTML: 448
Efficient and explainable attention-based multitask learning for fruit type, ripeness, and disease classification

Rida El Chall, Sarah Alayan, Abed Ellatif Samhat

25-09-2026

https://doi.org/10.4081/jae.2026.2108

83

Downloads: 24
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

1465

Downloads: 648

HTML: 73
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

3847

Downloads: 1940

HTML: 371
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

81780

Downloads: 1339

HTML: 571
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

104

Downloads: 67
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

2018

Downloads: 726
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

1995

Downloads: 807

HTML: 94
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

1021

Downloads: 637

HTML: 31
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

367

Downloads: 270
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

1481

Downloads: 445

HTML: 75
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

26371

Downloads: 1285

HTML: 187
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

3681

Downloads: 1513

HTML: 69
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

828

Downloads: 920

HTML: 61
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

1591

Downloads: 846

HTML: 23
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

2725

Downloads: 1251

HTML: 57
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

843

Downloads: 430

HTML: 26
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

3080

Downloads: 1538

HTML: 66
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

1128

Downloads: 633

HTML: 67
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

723

Downloads: 159

HTML: 10
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

2311

Downloads: 613

HTML: 25
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

1978

Downloads: 778

HTML: 35

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