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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
    2918
    PDF: 696
    HTML: 75
  • 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
    816
    PDF: 600
    HTML: 50
  • Assessment of agricultural vulnerability and risk to climate change in sugarcane production through life cycle analysis and a multi-agent system

    Alina Evelyn Badillo-Márquez, Constantino Gerardo Moras-Sánchez, José Octavio Rico-Contreras, Ramiro Meza-Palacios, Alberto Alfonso Aguilar-Lasserre
    27-01-2026
    https://doi.org/10.4081/jae.2026.1934
    815
    PDF: 418
    HTML: 57
  • 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
    1824
    PDF: 1125
    HTML: 38
  • The health risk of the agricultural production in potentially contaminated sites: an environmental-health risk analysis

    Giovanni Russo, Giuseppe Verdiani
    e15
    18-12-2012
    https://doi.org/10.4081/jae.2012.e15
    3317
    PDF: 999
    HTML: 486
  • 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
    1127
    PDF: 499
    HTML: 33
  • 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
    4448
    PDF: 1664
    HTML: 258
  • Sanitary risk analysis for farm workers exposed to environmental pollutants

    Simone Pascuzzi, Giovanni Russo, Giacomo Scarascia-Mugnozza, Giuseppe Verdiani
    e21
    26-03-2013
    https://doi.org/10.4081/jae.2012.e21
    3246
    PDF: 916
    HTML: 457
  • Towards the environmental sustainability assessment for the viticulture

    Lucia Recchia, Daniele Sarri, Marco Rimediotti, Paolo Boncinelli, Enrico Cini, Marco Vieri
    19-28
    05-04-2018
    https://doi.org/10.4081/jae.2018.586
    2715
    PDF: 1617
    HTML: 141
  • Intelligent system based on a satellite image detection algorithm and a fuzzy model for evaluating sugarcane crop quality by predicting uncertain climatic parameters

    Alina Evelyn Badillo-Márquez, Isaí Pardo-Escandón, Alberto Alfonso Aguilar-Lasserre, Constantino Gerardo Moras-Sánchez, Rita Flores-Asis
    09-07-2024
    https://doi.org/10.4081/jae.2024.1590
    1089
    PDF: 468
    HTML: 32
  • 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
    1394
    PDF: 617
    HTML: 53
  • 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
    960
    PDF: 587
    HTML: 24
  • 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
    1421
    PDF: 545
    HTML: 44
  • 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
    1226
    PDF: 825
    HTML: 54
  • 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
    8175
    PDF: 2853
    HTML: 772
  • Agricultural machinery photoelectric automatic navigation control system based on back propagation neural network

    Yerong Sun, Kechuan Yi
    05-07-2023
    https://doi.org/10.4081/jae.2023.1530
    1521
    PDF: 867
    HTML: 58
  • Analysis of microclimate temperature and relative humidity distribution of local poultry house in a subtropical area of Nigeria

    Qazeem Opeyemi Ogunlowo, Adedayo Afeez Azeez, Wook Ho Na, Anis Rabiu, Misbaudeen Aderemi Adesanya, Ezatullah Zakir, John Ademola Ijadunola, Bukola Olanrewaju Afolabi, Babajide Saheed Kosemani, Titus Adeyinka Ilori, Hyun-Woo Lee
    19-02-2024
    https://doi.org/10.4081/jae.2024.1561
    1717
    PDF: 745
    HTML: 221
  • 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
    561
    PDF: 302
    HTML: 13
  • 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
    1230
    PDF: 530
    HTML: 38
  • 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
    3162
    PDF: 911
    HTML: 274
  • 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
    1142
    PDF: 695
    HTML: 121
  • 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
    736
    PDF: 305
    HTML: 42
  • Sustainability of grape-ethanol energy chain

    Ester Foppa Pedretti, Daniele Duca, Giuseppe Toscano, Giovanni Riva, Andrea Pizzi, Giorgio Rossini, Matteo Saltari, Chiara Mengarelli, Massimo Gardiman, Riccardo Flamini
    119-124
    05-11-2014
    https://doi.org/10.4081/jae.2014.425
    2875
    PDF: 1244
    HTML: 685
  • Automatic solution for detection, identification and biomedical monitoring of a cow using remote sensing for optimised treatment of cattle

    Yevgeny Beiderman, Mark Kunin, Eli Kolberg, Ilan Halachmi, Binyamin Abramov, Rafael Amsalem, Zeev Zalevsky
    153-160
    21-12-2014
    https://doi.org/10.4081/jae.2014.418
    3419
    PDF: 1167
    HTML: 1884
  • 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
    1184
    PDF: 602
    HTML: 26
  • Detecting bacterial pustules on soybean plants by hyperspectral imaging

    Eun Li Kim, Chan Seok Ryu, Ye Seong Kang
    25-02-2026
    https://doi.org/10.4081/jae.2026.1941
    636
    PDF: 359
    HTML: 56
  • Guidelines for the design of a healing garden for the rehabilitation of psychiatric patients

    Chantal Erbino, Alessandro Toccolini, Ilda Vagge, Paolo Stefano Ferrario
    43-51
    30-06-2015
    https://doi.org/10.4081/jae.2015.426
    6455
    PDF: 2897
    HTML: 5131
  • 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
    878
    PDF: 416
    HTML: 40
  • Motion behavior of a charged droplet impacting on hydrophilic and hydrophobic leaf surfaces

    Wei Hu, Zhouming Gao, Jian Chen, Xiaoya Dong, Baijing Qiu
    08-09-2025
    https://doi.org/10.4081/jae.2025.1736
    565
    PDF: 892
    HTML: 72
  • 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
    2283
    PDF: 1096
    HTML: 206
  • Evaluation of ammonia emissions from filtration of digestate used for fertigation

    Celeste Righi Ricco, Alberto Finzi, Viviana Guido, Elisabetta Riva, Omar Ferrari, Giorgio Provolo
    30-09-2021
    https://doi.org/10.4081/jae.2021.1187
    2268
    PDF: 888
    HTML: 65
  • Selective spraying of grapevine’s diseases by a modular agricultural robot

    R. Oberti, M. Marchi, P. Tirelli, A. Calcante, M. Iriti, M. Hočevar, J. Baur, J. Pfaff, C. Schütz, H. Ulbrich
    08-09-2013
    https://doi.org/10.4081/jae.2013.271
    2075
    PDF: 1122
  • Design and development of an anti-drift device for maize (Zea mays L.)-soybean (Glycine max (L.) Merr.) intercropping systems

    Li Jiang, Yuehan Li, Wei Lu, Guanqun Wang
    06-05-2026
    https://doi.org/10.4081/jae.2026.1874
    277
    PDF: 108
    HTML: 0
  • 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
    483
    PDF: 297
    HTML: 39
  • Exploring the feasibility of near-infrared spectroscopy in analyzing and predicting the chemical and biochemical changes of chitin-amended soils

    Ken Abamba Omwange, Ana Chen, Renfu Lu, Carly Daiek, Julie Celini, Yan Liu
    03-02-2025
    https://doi.org/10.4081/jae.2025.1710
    958
    PDF: 411
    HTML: 36
  • The effects of the forward speed and air volume of an air-assisted sprayer on spray deposition in tendone trained vineyards

    Simone Pascuzzi
    e18
    18-12-2013
    https://doi.org/10.4081/jae.2013.e18
    4452
    PDF: 1397
    HTML: 1480
  • 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
    1189
    PDF: 540
    HTML: 31
  • Analysis of temperature distribution in a naturally ventilated single-span greenhouse using computational fluid dynamics

    Oluwasegun Moses Ogundele, Jung-Hoo Kook, Sang-Min Kim, Jeong-In Choi, Niraj Tamrakar, Sijan Karki, Reginald Gbenga Azuatalam, Timothy Denen Akpenpuun , Hyeon Tae Kim
    23-02-2026
    https://doi.org/10.4081/jae.2026.1971
    949
    PDF: 276
    Supplementary: 63
    HTML: 127
  • Technological innovation in the winery addressing oenology 4.0: testing of an automated system for the alcoholic fermentation management

    Valentina Giovenzana, Stefano Baroffio, Roberto Beghi, Andrea Casson, Alessia Pampuri, Alessio Tugnolo, Diego De Filippi, Riccardo Guidetti
    23-12-2021
    https://doi.org/10.4081/jae.2021.1213
    1596
    PDF: 917
    Appendix: 307
    HTML: 152
  • Optimization design and experiment of double-helix total mixed rations preparation mixer for silage straw feed

    Meizhou Chen, Guangfei Xu, Xianghao Li, Hongda Zhao, Yongli Zhao, Peisong Diao, Yinping Zhang
    22-03-2024
    https://doi.org/10.4081/jae.2024.1567
    1709
    PDF: 1074
    SUPPLEMENTARY MATERIAL: 148
    HTML: 57
  • 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
    9016
    PDF: 3954
    Appendix: 259
    HTML: 5805
  • 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
    949
    PDF: 427
    HTML: 28
  • 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
    1515
    PDF: 557
    HTML: 96
  • Environmental impact assessment of maize cultivation system considering different irrigation methods

    Filippo Vigo, Michele Zoli, Daniela Lovarelli, Jacopo Bacenetti
    12-05-2025
    https://doi.org/10.4081/jae.2025.1663
    980
    PDF: 794
    Supplementary: 123
    HTML: 129
  • 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
    916
    PDF: 513
    HTML: 45
  • Kernel density estimation analyses based on a low power-global positioning system for monitoring environmental issues of grazing cattle

    Simona M.C. Porto, Giulia Castagnolo, Francesca Valenti, Giovanni Cascone
    25-03-2022
    https://doi.org/10.4081/jae.2021.1323
    2256
    PDF: 1093
    HTML: 114
  • Locomotor activity of dairy cows in new and converted barns

    Barbara Benz, Jens Hartung
    28-10-2025
    https://doi.org/10.4081/jae.2025.1706
    396
    PDF: 350
    HTML: 20
  • A study comparing energy consumption and environmental emissions in ostrich meat and egg production

    Behrooz Behboodi, Mohammad Gholami Parashkoohi, Davood Mohammad Zamani, Saeed Firouzi
    11-02-2025
    https://doi.org/10.4081/jae.2025.1718
    1267
    PDF: 483
    HTML: 30
  • Constant pressure control for variable-rate spray using closed-loop proportion integration differentiation regulation

    Wei Deng, Chunjiang Zhao, Liping Chen, Xiu Wang
    148-156
    29-09-2016
    https://doi.org/10.4081/jae.2016.512
    3361
    PDF: 1275
    HTML: 1722
  • Spectral analysis of a standard test track profile during passage of an agricultural tractor

    M. Cutini, R. Deboli, A. Calvo, C. Preti, M. Inserillo, C. Bisaglia
    08-09-2013
    https://doi.org/10.4081/jae.2013.387
    1148
    PDF: 777
  • Effect of different postharvest pre-treatments on the overall quality of organic strawberries during cold storage

    Burcu Aykanat, Francesco Genovese, Naouel Admane, Vincenzo Verrastro, Simona Marianna Sanzani, Maria Maddalena Cavalluzzi, Attilio Matera
    08-08-2025
    https://doi.org/10.4081/jae.2025.1752
    1085
    PDF: 906
    HTML: 298
  • 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
    1928
    PDF: 765
    HTML: 88
  • Productivity analysis and costs of wheel cable skidder during salvage logging in European beech stand

    Stanimir Stoilov, Salvatore F. Papandrea, Georgi Angelov, Delyan Oslekov, Giuseppe Zimbalatti, Andrea R. Proto
    01-08-2023
    https://doi.org/10.4081/jae.2023.1419
    1708
    PDF: 742
    HTML: 157
  • 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
    1317
    PDF: 653
    HTML: 54
  • Application of response surface methodology for optimisation of Cornelian cherry - Capia pepper leather dried in a heat pump drying system

    Senanur Durgut Malçok, Azime Özkan Karabacak, Cüneyt Tunçkal, Canan Ece Tamer
    11-10-2023
    https://doi.org/10.4081/jae.2023.1538
    1606
    PDF: 782
    HTML: 55
  • Parameter estimation of soil water retention curve with Rao-1 algorithm

    Zhongju Wang, Chao Huang, Long Wang
    04-05-2022
    https://doi.org/10.4081/jae.2022.1283
    1692
    PDF: 589
    HTML: 154
  • Modelling sensorial and nutritional changes to better define quality and shelf life of fresh-cut melons

    Maria Luisa Amodio, Antonio Derossi, Giancarlo Colelli
    e6
    14-06-2013
    https://doi.org/10.4081/jae.2013.e6
    4490
    PDF: 1485
    HTML: 871
  • In-field hyperspectral imaging: An overview on the ground-based applications in agriculture

    Alessandro Benelli, Chiara Cevoli, Angelo Fabbri
    129-139
    29-09-2020
    https://doi.org/10.4081/jae.2020.1030
    5148
    PDF: 2945
    HTML: 1694
  • Fuzzy neural network PID control design of camellia fruit vibration picking manipulator

    Ziyan Fan, Lijun Li, Zicheng Gao
    01-08-2023
    https://doi.org/10.4081/jae.2023.1466
    2006
    PDF: 657
    Appendix: 206
    HTML: 21
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Vol. 57 No. 3 (2026)
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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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