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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
    2738
    PDF: 634
    HTML: 62
  • 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
    1352
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    HTML: 33
  • 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
    1767
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  • 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
    937
    PDF: 407
    HTML: 20
  • 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
    7860
    PDF: 2717
    HTML: 711
  • 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
    4391
    PDF: 1626
    HTML: 214
  • Estimating indoor heat stress in broiler and swine facilities using high-resolution Geo-KOMPSAT-2A satellite data

    Rial Arifin Rajagukguk, Jinseon Park, Heejou Kim, Chae-rin Lee, Ji-yeon Park, Se-yeon Lee, Taehwan Ha, Se-woon Hong
    07-07-2026
    https://doi.org/10.4081/jae.2026.2096
    762
    PDF: 105
    HTML: 9
  • 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
    3408
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  • 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
    2072
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    APPENDIX: 140
    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
    1469
    PDF: 533
    HTML: 88
  • 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
    1624
    PDF: 646
    HTML: 25
  • 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
    795
    PDF: 581
    HTML: 42
  • Smart precision agriculture using deep neural networks and multi-objective optimization for sensor deployment and yield estimation

    Hamdan Alshehri, Haitham Assiri
    23-01-2026
    https://doi.org/10.4081/jae.2025.1769
    1165
    PDF: 764
    HTML: 47
  • 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
    585
    PDF: 734
    HTML: 63
  • 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
    1104
    PDF: 457
    Supplementary: 67
    HTML: 125
  • 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
    2667
    PDF: 1240
    HTML: 213
  • 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
    1180
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  • 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
    1565
    PDF: 624
    HTML: 68
  • Acoustic feature analysis of normal and abnormal calls of white-feathered broilers

    Bowen Sun, Xiangchao Kong, Xingkai Peng, Changxi Chen, Wanchao Zhang, Guangyu Zhao, Yongmin Guo, Kaisi Yang
    18-12-2025
    https://doi.org/10.4081/jae.2025.1684
    702
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    HTML: 28
  • 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
    633
    PDF: 346
    HTML: 36
  • 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
    848
    PDF: 394
    HTML: 38
  • 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
    1122
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  • 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
    1547
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  • 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
    932
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  • Assessment of the territorial suitability for the creation of the greenways networks: Methodological application in the Sicilian landscape context

    Marzia Quattrone, Giovanna Tomaselli, Lara Riguccio, Patrizia Russo
    209-222
    12-09-2017
    https://doi.org/10.4081/jae.2017.696
    2952
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  • Proximal optical sensing for vineyard control and management: a review

    Alessio Tugnolo, Hugo M. Oliveira, Valentina Giovenzana, Roberto Beghi, Davide Bianchi, Alessia Pampuri, Andrea Casson, Lucio Brancadoro, Joao Piteira, Natacha Fontes, Antonio Graca, Paulo Freitas, Riccardo Guidetti
    01-07-2025
    https://doi.org/10.4081/jae.2025.1642
    1144
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  • Evaluation of microclimate in dairy farms using different model typologies in computational fluid dynamics analyses

    Enrica Santolini, Marco Bovo, Alberto Barbaresi, Daniele Torreggiani, Patrizia Tassinari
    09-07-2024
    https://doi.org/10.4081/jae.2024.1589
    1228
    PDF: 613
    HTML: 44
  • Estimating rice yield under different wheat residue coverage levels using multispectral Gaofen satellite data and remote sensing indices

    Muhammad Sohail Memon, Shuren Chen, Jun Guo, Babar Iqbal, Zhiqiang Du, Mohamed Farag Taha, Noreena Memon
    23-06-2025
    https://doi.org/10.4081/jae.2025.1698
    1996
    PDF: 441
    Supplementary: 125
    HTML: 31
  • Best practices in post-flood surveys: The study case of Pioverna torrent

    Alessio Cislaghi, Gian Battista Bischetti
    28-06-2022
    https://doi.org/10.4081/jae.2022.1312
    3409
    PDF: 894
    HTML: 94
  • 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
    1377
    PDF: 437
    HTML: 53
  • Development of a combined harvester navigation control system based on visual simultaneous localization and mapping-inertial guidance fusion

    Fuhao Zhu, Jin Chen, Zhuohuai Guan, Yahui Zhu, Hao Shi, Kai Cheng
    08-05-2024
    https://doi.org/10.4081/jae.2024.1583
    1546
    PDF: 666
    HTML: 45
  • A low-cost AI-based sensing approach to quantify ammonia volatilization as a driver of indirect greenhouse gas emissions

    Ünal Kızıl, Cafer Türkmen, Yakup Çıkılı, Sait Can Yücebaş, Ali Sümer
    17-06-2026
    https://doi.org/10.4081/jae.2026.2097
    233
    PDF: 102
  • 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
    2837
    PDF: 710
    HTML: 77
  • The influence of management and construction methods in the repair costs of Spain’s low-volume road network

    Eutiquio Gallego, Manuel Moya, Esperanza Ayuga-Téllez, Ana I. García, Francisco Ayuga
    118-126
    10-06-2016
    https://doi.org/10.4081/jae.2016.537
    2314
    PDF: 1097
    HTML: 610
  • Dynamic neural network modeling of thermal environments of two adjacent single-span greenhouses with different thermal curtain positions

    Timothy Denen Akpenpuun, Qazeem Opeyemi Ogunlowo, Wook-Ho Na, Prabhat Dutta, Anis Rabiu, Misbaudeen Aderemi Adesanya, Mohammadreza Nariman, Ezatullah Zakir, Hyeon Tae Kim, Hyun-Woo Lee
    20-02-2024
    https://doi.org/10.4081/jae.2024.1563
    3319
    PDF: 476
    SUPPLEMENTARY MATERIAL: 156
    HTML: 49
  • 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
    2097
    PDF: 1447
    HTML: 547
  • 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
    1340
    PDF: 584
    Appendix: 180
    HTML: 65
  • 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
    2132
    PDF: 1056
    HTML: 199
  • 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
    1455
    PDF: 734
    HTML: 139
  • Energy consumption evaluation of soil tillage operation using non-linear multibody tractor and plough models implemented in real-time simulator for different soils and speeds

    Michele Vignati, Federico Cheli, Federico Biraghi, Marco E. Pezzola, Claudio Maroni
    07-08-2025
    https://doi.org/10.4081/jae.2025.1722
    500
    PDF: 400
    HTML: 66
  • Proposal of an integrated 3D architectural survey method for application in historic agri-food building analysis and representation

    Salvatore Praticò, Raimondo Tripodi, Viviana Tirella, Salvatore Di Fazio, Francesco Barreca, Giuseppe Modica
    04-04-2023
    https://doi.org/10.4081/jae.2023.1521
    2548
    PDF: 1074
    HTML: 45
1 - 41 of 41 items

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Keywords

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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