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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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  • 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
    2669
    PDF: 615
    HTML: 57
  • 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
    1511
    PDF: 644
    HTML: 211
  • 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
    1728
    PDF: 1034
    HTML: 30
  • 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
    7661
    PDF: 2614
    HTML: 687
  • 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
    489
    PDF: 267
    HTML: 10
  • 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
    2443
    PDF: 585
    HTML: 59
  • 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
    1300
    PDF: 520
    HTML: 38
  • 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
    1551
    PDF: 609
    HTML: 64
  • 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
    1604
    PDF: 629
    HTML: 23
  • 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
    2324
    PDF: 895
    HTML: 160
  • 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
    775
    PDF: 570
    HTML: 40
  • 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
    1583
    PDF: 690
    HTML: 24
  • 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
    1024
    PDF: 608
    HTML: 42
  • 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
    4324
    PDF: 1608
    HTML: 211
  • 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
    1758
    PDF: 518
    HTML: 36
  • Grain kernel damage during threshing: a comprehensive review of theories and models

    George Ashwehmbom Looh, Fangping Xie, Xiushan Wang, Augustine Ngiejungbwen Looh, Hamdaoui Hind
    02-01-2025
    https://doi.org/10.4081/jae.2025.1674
    2056
    PDF: 1402
    HTML: 523
  • 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
    1167
    PDF: 733
    HTML: 18
  • 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
    1332
    PDF: 582
    HTML: 29
  • 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
    1386
    PDF: 483
    HTML: 36
  • Fluorescence hyper-spectral imaging to detecting faecal contamination on fresh tomatoes

    Roberto Romaniello, Giorgio Peri, Alessandro Leone
    7-11
    08-03-2016
    https://doi.org/10.4081/jae.2016.491
    2273
    PDF: 1072
    HTML: 852
  • 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
    1719
    PDF: 597
    HTML: 106
  • Ray-tracing method for fields of view simulation in agricultural and forestry vehicles

    Lorenzo Landi, Luca Burattini, Maurizio Cutini, Leonardo Vita, Luca Landi
    04-03-2025
    https://doi.org/10.4081/jae.2025.1697
    936
    PDF: 1226
    HTML: 57
  • 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
    2022
    PDF: 910
    HTML: 59
  • 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
    875
    PDF: 477
    HTML: 32
  • 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
    2605
    PDF: 1209
    HTML: 209
  • 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
    1091
    PDF: 458
    HTML: 29
  • Using Landsat 8 imagery in detecting cork oak (Quercus suber L.) woodlands: a case study in Calabria (Italy)

    Giuseppe Modica, Francesco Solano, Angelo Merlino, Salvatore Di Fazio, Francesco Barreca, Luigi Laudari, Carmelo Riccardo Fichera
    205-215
    15-12-2016
    https://doi.org/10.4081/jae.2016.571
    3200
    PDF: 1255
    HTML: 928
  • Optimisation of hot-water application technology for the control of broad-leaved dock (Rumex obtusifolius)

    Roy Latsch, Joachim Sauter
    137-145
    21-12-2014
    https://doi.org/10.4081/jae.2014.239
    3322
    PDF: 1997
    HTML: 1134
  • 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
    2037
    PDF: 665
    APPENDIX: 137
    HTML: 24
  • 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
    1170
    PDF: 489
    HTML: 27
  • 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
    1434
    PDF: 495
    HTML: 81
  • Characterisation of olive fruit for the milling process by using visible/near infrared spectroscopy

    Roberto Beghi, Valentina Giovenzana, Raffaele Civelli, Enrico Cini, Riccardo Guidetti
    e8
    04-10-2013
    https://doi.org/10.4081/jae.2013.e8
    4339
    PDF: 1373
    HTML: 1040
  • AI-powered autonomous spraying robot for precision orchard applications

    Dilara Gerdan Koc, Caner Koc, Mustafa Comakli
    10-12-2025
    https://doi.org/10.4081/jae.2025.1766
    2877
    PDF: 791
    HTML: 223
  • 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
    5663
    PDF: 2056
    HTML: 1715
  • 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
    1247
    PDF: 380
    HTML: 57
  • Machines for non-chemical intra-row weed control in narrow and wide-row crops: a review

    Andrea Peruzzi, Luisa Martelloni, Christian Frasconi, Marco Fontanelli, Michel Pirchio, Michele Raffaelli
    57-70
    01-06-2017
    https://doi.org/10.4081/jae.2017.583
    6883
    PDF: 3301
    Appendix: 437
    HTML: 4423
  • 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
    650
    PDF: 334
    HTML: 17
  • Hyperspectral imaging system to online monitoring the soy flour content in a functional pasta

    Roberto Romaniello, Antonietta Eliana Barrasso, Antonio Berardi, Claudio Perone, Antonia Tamborrino, Filippo Catalano, Antonietta Baiano
    04-08-2023
    https://doi.org/10.4081/jae.2023.1535
    1865
    PDF: 591
    HTML: 44
  • 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
    2379
    PDF: 1094
    HTML: 16
  • 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
    908
    PDF: 512
    HTML: 18
  • Design of green spaces located below the urbanised level. Themes, problems and solutions applied to a case study

    Alessandro Toccolini, Simone Felisari, Paolo Stefano Ferrario
    151-161
    18-12-2015
    https://doi.org/10.4081/jae.2015.484
    25374
    PDF: 932
    HTML: 1988
  • 3D modeling and volume measurement of bulk grains stored in large warehouses using bi-temporal multi-site terrestrial laser scanning data

    Xingbo Hu, Tian Xia, Leidong Yang, Fangming Wu, Ying Fan, Yinghong Tian
    23-01-2024
    https://doi.org/10.4081/jae.2024.1555
    2024
    PDF: 786
    HTML: 284
  • 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
    3381
    PDF: 960
    HTML: 454
  • 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
    2151
    PDF: 1003
    HTML: 72
  • 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
    957
    PDF: 566
    HTML: 41
  • Use of machine learning tools to estimate drying rate of apple and apricot wood discs

    Martina Balac, Andrija Rajković, Mihailo Milanović, Zoran Mileusnić, Rajko Miodragović, Aleksandra Dragičević, Olivera Ećim-Đurić
    04-09-2025
    https://doi.org/10.4081/jae.2025.1712
    563
    PDF: 704
    HTML: 58
  • Design and test of an efficient seedling pick-up device with a combination of air jet ejection and mechanical action

    Luhua Han, Haorui Ma, Menghan Mo, Francis Kumi, Jianping Hu, Hanping Mao
    16-04-2024
    https://doi.org/10.4081/jae.2024.1575
    1291
    PDF: 743
    HTML: 102
  • 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
    1131
    PDF: 506
    HTML: 27
  • 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
    3003
    PDF: 1127
    Appendix: 279
    HTML: 171
  • 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
    429
    PDF: 252
    HTML: 26
  • 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
    2235
    PDF: 427
    SUPPLEMENTARY MATERIAL: 109
    HTML: 20
  • Design and experiments of an integrated device for shrimp orientation and decapitation

    Panchen Ruan, Yifan Fang, Zetong Li, Qiansheng Tang, Liangyuan Xu
    16-10-2024
    https://doi.org/10.4081/jae.2024.1611
    1163
    PDF: 461
    HTML: 73
  • 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
    1355
    PDF: 429
    HTML: 51
  • An efficient headland-turning navigation system for a safflower picking robot

    Guomin Gao, Hui Guo, Jing Zhang, Zhenguo Zhang, Tianlun Wu, Hao Lu, Zhaoxin Qiu, Haiyang Chen, Zhen Lingxuan
    11-10-2023
    https://doi.org/10.4081/jae.2023.1539
    1974
    PDF: 963
    HTML: 90
  • 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
    2485
    PDF: 993
    HTML: 294
  • PRELIMINARY STUDY FOR THE IMPLEMENTATION OFAN IMAGE ANALYSIS ALGORITHM TO DETECT DAIRY COW PRESENCE AT THE FEED BARRIER

    Simona M.C. Porto, Claudia Arcidiacono, Giuseppe C. Guarnera, Giovanni Cascone
    17-24
    22-06-2012
    https://doi.org/10.4081/jae.2011.4.17
    1873
    PDF: 883
  • BIM concepts integration in academic education: a cross-sectional analysis

    Andrea De Montis, Antonio Ledda, Giovanna Calia, Vittorio Serra
    07-07-2026
    https://doi.org/10.4081/jae.2026.2054
    302
    PDF: 107
    Appendix: 44
    HTML: 0
  • Design and test of wireless monitoring system based on expandable awning composite greenhouse

    Juhua Chen, Tingting Zhang, Xiaoyu Yan
    25-02-2025
    https://doi.org/10.4081/jae.2025.1751
    1143
    PDF: 576
    HTML: 50
  • 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
    1295
    PDF: 620
    HTML: 44
  • 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
    920
    PDF: 400
    HTML: 16
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Vol. 57 No. 3 (2026)
Estimating indoor heat stress in broiler and swine facilities using high-resolution Geo-KOMPSAT-2A satellite data
Rial Arifin Rajagukguk et al.
7 July 2026
Vol. 57 No. 3 (2026)
BIM concepts integration in academic education: a cross-sectional analysis
Andrea De Montis et al.
7 July 2026
Vol. 57 No. 3 (2026)
Evaluation of cross-flow filtration and electrodialysis in four wine varieties under industrial conditions
Maria Alleri et al.
7 July 2026
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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