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Journal of Agricultural Engineering

eISSN 2239-6268 - pISSN 1974-7071

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Editor-in-Chief: Riccardo Guidetti, Milan, Italy

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  • Tomato leaf diseases recognition based on deep convolutional neural networks

    Kai Tian, Jiefeng Zeng, Tianci Song, Zhuliu Li, Asenso Evans, Jiuhao Li
    25-08-2022
    https://doi.org/10.4081/jae.2022.1432
    2894
    PDF: 1164
    HTML: 133
  • 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
    1961
    PDF: 797
    HTML: 217
  • 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
    352
    PDF: 252
    HTML: 2
  • 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
    687
    PDF: 370
    HTML: 12
  • 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
    1220
    PDF: 373
    APPENDIX: 79
    HTML: 10
  • 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
    218
    PDF: 254
    HTML: 15
  • Leveraging deep semantic segmentation for assisted weed detection

    Francisco Garibaldi-Márquez, Gerardo Flores, Luis M. Valentín-Coronado
    18-02-2025
    https://doi.org/10.4081/jae.2025.1741
    364
    PDF: 133
    HTML: 8
  • An intelligent system for detecting Mediterranean fruit fly [Medfly; Ceratitis capitata (Wiedemann)]

    Yusuf Uzun, Mehmet Resit Tolun, Halil Tanyer Eyyuboglu, Filiz Sarı
    30-06-2022
    https://doi.org/10.4081/jae.2022.1381
    2300
    PDF: 647
    HTML: 346
  • Comparative analysis of 2D and 3D vineyard yield prediction system using artificial intelligence

    Dhanashree Barbole, Parul M. Jadhav
    30-10-2023
    https://doi.org/10.4081/jae.2023.1545
    1057
    PDF: 362
    HTML: 6
  • 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
    473
    PDF: 236
    HTML: 5
  • Multi-class segmentation of navel orange surface defects based on improved DeepLabv3+

    Yun Zhu, Shuwen Liu, Xiaojun Wu, Lianfeng Gao, Youyun Xu
    20-02-2024
    https://doi.org/10.4081/jae.2024.1564
    944
    PDF: 359
    HTML: 17
  • Potato powdery scab segmentation using improved GrabCut algorithm

    Rui Liu, Tong Zhu, Jiawei Wu, Jingtao Li
    09-05-2024
    https://doi.org/10.4081/jae.2024.1585
    429
    PDF: 245
    HTML: 8
  • 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
    1739
    PDF: 283
    SUPPLEMENTARY MATERIAL: 54
    HTML: 11
  • Automated system for the detection of risk in agricultural sugarcane harvesting using digital image processing and deep learning

    Alina Evelyn Badillo-Márquez, Jonathan J. Cid-Galiot, Rubén Posada-Gómez, Alberto Alfonso Aguilar-Lasserre
    08-05-2024
    https://doi.org/10.4081/jae.2024.1581
    658
    PDF: 389
    HTML: 3
  • Monitoring mini-tomatoes growth: A non-destructive machine vision-based alternative

    Fernando Ferreira Abreu, Luiz Henrique Antunes Rodrigues
    09-09-2022
    https://doi.org/10.4081/jae.2022.1366
    1540
    PDF: 763
    HTML: 49
  • 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
    654
    PDF: 414
    HTML: 36
  • 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
    1359
    PDF: 601
    HTML: 101
  • 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
    516
    PDF: 282
    HTML: 7
  • 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
    379
    PDF: 201
    HTML: 16
  • 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
    662
    PDF: 355
    HTML: 21
  • AC-YOLO: citrus detection in the natural environment of orchards

    Xu Xiao, Yaonan Wang, Yiming Jiang, Haotian Wu, Zhe Zhang, Rujing Wang
    27-12-2024
    https://doi.org/10.4081/jae.2024.1654
    404
    PDF: 202
    HTML: 7
  • Operational evaluation of an optical sensor for the automatic in-line estimation of total mixed ration fibre length and particle size in a mixing wagon

    Massimo Brambilla, Andrea Lazzari, Simone Giovinazzo, Francesco Tangorra, Aldo Calcante, Carlo Bisaglia
    04-03-2025
    https://doi.org/10.4081/jae.2025.1730
    510
    PDF: 236
    HTML: 22
  • Anthocyanins estimation in homogeneous bean landrace (Phaseolus vulgaris L.) using probabilistic representation and convolutional neural networks

    José Luis Morales-Reyes, Héctor-Gabriel Acosta-Mesa, Elia-Nora Aquino-Bolaños, Socorro Herrera Meza, Aldo Márquez Grajales
    01-08-2023
    https://doi.org/10.4081/jae.2023.1421
    1048
    PDF: 443
    HTML: 11
  • 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
    1345
    PDF: 373
    HTML: 26
  • Detection of early collision and compression bruises for pears based on hyperspectral imaging technology

    Guanglai Wang, Congcong Wang, Dayang Liu
    09-07-2024
    https://doi.org/10.4081/jae.2024.1591
    421
    PDF: 275
    HTML: 5
  • E-nose: a low-cost fruit ripeness monitoring system

    Pankaj Tyagi, Rahul Semwal, Anju Sharma, Uma Shanker Tiwary, Pritish Varadwaj
    03-11-2022
    https://doi.org/10.4081/jae.2022.1389
    3484
    PDF: 1273
    HTML: 953
  • 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
    46
    PDF: 15
  • 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
    1014
    PDF: 395
    HTML: 9
  • Parametric evaluation of segmentation techniques for paddy diseases analysis

    Hemanthakumar R. Kappali, Sadyojatha K.M., Prashanthi S.K.
    04-08-2023
    https://doi.org/10.4081/jae.2023.1532
    900
    PDF: 353
    HTML: 9
  • Aeroponic systems design: considerations and challenges

    Albert Min, Nam Nguyen, Liam Howatt, Marlowe Tavares, Jaho Seo
    15-09-2022
    https://doi.org/10.4081/jae.2022.1387
    5855
    PDF: 2555
    Appendix: 169
    HTML: 4018
  • Soil depth modelling using terrain analysis and satellite imagery: the case study of Qeshlaq mountainous watershed (Kurdistan, Iran)

    Salahudin Zahedi, Kaka Shahedi, Mahmod Habibnejad Rawshan, Karim Solimani, Kourosh Dadkhah
    167-174
    14-09-2017
    https://doi.org/10.4081/jae.2017.595
    2105
    PDF: 886
    HTML: 1138
  • 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
    46
    PDF: 24
  • Image analysis of real-time classification of cherry fruit from colour features

    José F. Reyes, Elías Contreras, Christian Correa, Pedro Melin
    23-12-2021
    https://doi.org/10.4081/jae.2021.1160
    1428
    PDF: 718
    HTML: 26
  • 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
    1199
    PDF: 499
    SUPPLEMENTARY MATERIAL: 47
    HTML: 13
  • Identification of drought-salinity combined stress in tomato plants by vegetation indices

    Alessandro Biglia, Francesco Gresta, Davide Lucien Patono, Lorenzo Comba, Claudio Lovisolo, Paolo Gay, Andrea Schubert
    23-10-2024
    https://doi.org/10.4081/jae.2024.1599
    461
    PDF: 239
    HTML: 6
  • Drag reduction design and experiments for the chisel-shaped shovel tip

    Longlong Wang, Changjiang Zheng, Mingke Li, Tongtong Mi, Songze Li, Xuemei Yi
    16-04-2024
    https://doi.org/10.4081/jae.2024.1576
    556
    PDF: 323
    HTML: 8
  • Distinguishing tea stalks of Wuyuan green tea using hyperspectral imaging analysis and convolutional neural network

    Xin Yu, Ling Zhao, Zongbin Liu, Yiqing Zhang
    16-02-2024
    https://doi.org/10.4081/jae.2024.1560
    699
    PDF: 358
    HTML: 4
  • 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
    1930
    PDF: 425
    HTML: 46
  • Application of MOS gas sensors for detecting mechanical damage of tea plants

    Yubing Sun, Yutong Zheng
    02-12-2024
    https://doi.org/10.4081/jae.2024.1647
    599
    PDF: 244
    HTML: 25
  • Hyperspectral imaging to measure apricot attributes during storage

    Alessandro Benelli, Chiara Cevoli, Angelo Fabbri, Luigi Ragni
    28-06-2022
    https://doi.org/10.4081/jae.2022.1311
    1320
    PDF: 515
    HTML: 50
  • Artificial intelligence to boost traceability systems for fraud prevention in the meat industry

    Alessandro Biglia, Paolo Barge, Cristina Tortia, Lorenzo Comba, Davide Ricauda Aimonino, Paolo Gay
    30-12-2022
    https://doi.org/10.4081/jae.2022.1328
    1761
    PDF: 1041
  • Real-time straw moisture content detection system for mobile straw granulator

    Wei Wang, Yuanjuan Gong, Xuewei Bai, Rui Tan
    26-03-2024
    https://doi.org/10.4081/jae.2024.1570
    2391
    PDF: 380
    HTML: 22
  • Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation

    Shuofeng Weng, Chaochun Yuan, Youguo He, Jie Shen, Lizhang Xu, Zhihao Zhu, Qiuye Yu, Xiaowei Yang
    14-07-2025
    https://doi.org/10.4081/jae.2025.1819
    336
    PDF: 203
    Appendix: 70
    HTML: 0
  • Satellite remote sensing for monitoring citrus orchards water requirements at the irrigation district scale

    Giuseppe Longo-Minnolo, Alessandro D’Emilio, Juan Miguel Ramírez-Cuesta, Daniela Vanella, Serena Guarrera, Giacoma Manerchia Maserà, Simona Consoli
    31-10-2024
    https://doi.org/10.4081/jae.2024.1623
    642
    PDF: 443
    HTML: 18
  • 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
    60
    PDF: 17
  • Thermal comfort optimisation of vernacular rural buildings: passive solutions to retrofit a typical farmhouse in central Italy

    Maria Elena Menconi, Massimo Chiappini, Jan L.M. Hensen, David Grohmann
    127-136
    29-06-2017
    https://doi.org/10.4081/jae.2017.668
    2048
    PDF: 1190
    HTML: 324
  • Biomimetic tool design improves tillage efficiency, seedbed quality, and straw incorporation during rototilling in conservation farming

    Ian Torotwa, Qishuo Ding, Emmanuel Awuah, Ruiyin He
    16-03-2023
    https://doi.org/10.4081/jae.2023.1327
    1265
    PDF: 676
    HTML: 106
  • Assessing the effect of barns structures and environmental conditions in dairy cattle farms monitored in Northern Italy

    Daniela Lovarelli, Elisabetta Riva, Gabriele Mattachini, Marcella Guarino, Giorgio Provolo
    23-12-2021
    https://doi.org/10.4081/jae.2021.1229
    1666
    PDF: 790
    HTML: 23
  • Effect of different photoperiod regimes in combination with natural and artificial light on nutrient uptake in bok choy (Brassica rapa L.) using an internet of things-based hydroponics system

    Bayu Taruna Widjaja Putra, Wahyu Nurkholis Hadi Syahputra, Parawita Dewanti
    08-05-2024
    https://doi.org/10.4081/jae.2024.1579
    774
    PDF: 695
    HTML: 3
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  • Avocado oil extraction processes: method for cold-pressed high-quality edible oil production versus traditional production
    286
  • Aeroponic systems design: considerations and challenges
    262
  • E-nose: a low-cost fruit ripeness monitoring system
    121
  • Agricultural mechanization perspective in Pakistan: present challenges and digital future
    117
  • YOLO deep learning algorithm for object detection in agriculture: a review
    112

Keywords

Vol. 56 No. 3 (2025)
Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation
Shuofeng Weng et al.
14 July 2025
Vol. 56 No. 3 (2025)
Cost-effective IoT hyperspectral prototype for distributed agri-food product monitoring
Sara Vignati et al.
14 July 2025
Early Access
Avoidable food waste in the distribution sector: quantification and valorization
Arianna Cusmai et al.
26 June 2025
Vol. 56 No. 3 (2025)
Estimating rice yield under different wheat residue coverage levels using multispectral Gaofen satellite data and remote sensing indices
Muhammad Sohail Memon et al.
23 June 2025
Early Access
The influence of branch inclination angles on the dynamic response of the olive tree to trunk shaking
Pedro Sanchez-Cachinero et al.
24 June 2025
Early Access
A test for monitoring erosion on the Cape Fear experimental hillslope using a low-cost camera
Andrea Petroselli et al.
28 July 2025
Early Access
Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions
Carlos Alejandro Perez Garcia et al.
25 July 2025
Early Access
Tomato detection in natural environment based on improved YOLOv8 network
Wancheng Dong et al.
24 July 2025
Journal of Agricultural Engineering

is the official journal of the Italian Society of Agricultural Engineering and it is published online by PAGEPress®, Pavia, Italy. Registered in Pavia, n. 9/2012. All credits and honors to PKP for their OJS.

pISSN: 1974-7071
eISSN: 2239-6268

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