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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

1986

PDF: 514

HTML: 27
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

1111

PDF: 768

HTML: 72
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

545

PDF: 280

HTML: 26
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

1687

PDF: 494

HTML: 34
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

430

PDF: 276

HTML: 16
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

845

PDF: 379

HTML: 11
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

1839

PDF: 972

HTML: 338
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

1575

PDF: 855

HTML: 27
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

718

PDF: 271

Supplementary: 44

HTML: 13
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

740

PDF: 359

HTML: 36
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

6421

PDF: 2013

HTML: 611
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

2237

PDF: 1091

HTML: 152
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

935

PDF: 523

HTML: 33
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

1008

PDF: 416

HTML: 27
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

320

PDF: 180

Supplementary: 43

HTML: 9
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

844

PDF: 519

HTML: 33
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

2117

PDF: 920

SUPPLEMENTARY MATERIAL: 114

HTML: 48
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

2057

PDF: 1070

HTML: 241
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

1870

PDF: 633

APPENDIX: 130

HTML: 21
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

419

PDF: 233

HTML: 10
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

1274

PDF: 458

HTML: 81
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

3595

PDF: 1494

HTML: 4015
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

980

PDF: 432

HTML: 19
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

2026

PDF: 887

HTML: 209
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

1391

PDF: 572

HTML: 125
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

1042

PDF: 582

HTML: 105
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

1152

PDF: 340

HTML: 54
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

22954

PDF: 968

HTML: 154
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

3052

PDF: 1277

HTML: 60
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

599

PDF: 599

HTML: 39
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

80965

PDF: 1248

HTML: 552
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

1371

PDF: 725

HTML: 18
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

2542

PDF: 1011

HTML: 46
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

546

PDF: 263

HTML: 11
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

2822

PDF: 1269

HTML: 59
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

977

PDF: 457

HTML: 47
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

2162

PDF: 407

SUPPLEMENTARY MATERIAL: 104

HTML: 18
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

1801

PDF: 701

HTML: 27
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

536

PDF: 133

HTML: 23
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

680

PDF: 523

HTML: 29
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

1791

PDF: 660

Supplementary: 54

HTML: 21
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

1982

PDF: 953

HTML: 108
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

2406

PDF: 1264

HTML: 434
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

1184

PDF: 546

HTML: 28
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

3449

PDF: 1726

HTML: 266
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

0

PDF: 0
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

1869

PDF: 606
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

1790

PDF: 688

HTML: 58
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

761

PDF: 422

HTML: 16
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

230

PDF: 62

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