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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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  • Comparison of two different artificial neural network models for prediction of soil penetration resistance

    İlker Ünal, Önder Kabaş, Salih Sözer
    29-12-2023
    https://doi.org/10.4081/jae.2024.1550
    1211
    PDF: 484
    HTML: 20
  • 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
    387
    PDF: 373
    HTML: 44
  • 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
    1731
    PDF: 558
    Appendix: 141
    HTML: 13
  • 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
    1416
    PDF: 607
    HTML: 18
  • 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
    1727
    PDF: 593
    APPENDIX: 119
    HTML: 20
  • 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
    1069
    PDF: 522
    HTML: 25
  • 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
    3824
    PDF: 1488
    HTML: 167
  • 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
    5188
    PDF: 1751
    HTML: 1345
  • 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
    924
    PDF: 396
    HTML: 26
  • 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
    1461
    PDF: 368
    HTML: 13
  • Modelling of agricultural land dynamics using artificial neural networks and geospatial analysis in Melur Taluk, Tamil Nadu, India

    Gowthaman M S, Murugasan R , Srinivasa Raju K, Makendran C
    21-07-2025
    https://doi.org/10.4081/jae.2025.1783
    521
    PDF: 468
    HTML: 11
  • 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
    936
    PDF: 427
    HTML: 31
  • 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
    360
    PDF: 190
    HTML: 8
  • 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
    848
    PDF: 480
    HTML: 26
  • 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
    1021
    PDF: 534
    HTML: 15
  • 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
    5660
    PDF: 1774
    HTML: 531
  • 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
    3132
    PDF: 414
    SUPPLEMENTARY MATERIAL: 112
    HTML: 25
  • 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
    2444
    PDF: 1004
    HTML: 1192
  • 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
    444
    PDF: 62
    HTML: 17
  • 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
    1284
    PDF: 678
    HTML: 24
  • 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
    831
    PDF: 520
    HTML: 27
  • 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
    890
    PDF: 375
    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
    1694
    PDF: 674
    HTML: 60
  • 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
    1106
    PDF: 398
    HTML: 55
  • Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions

    Carlos Alejandro Perez Garcia, Dafni Despoina Avgoustaki, Enrica Santolini, Daniele Torreggiani, Thomas Bartzanas, Patrizia Tassinari, Marco Bovo
    25-07-2025
    https://doi.org/10.4081/jae.2025.1793
    912
    PDF: 302
    HTML: 19
  • 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
    1243
    PDF: 492
    HTML: 71
  • 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
    761
    PDF: 421
    HTML: 23
  • 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
    772
    PDF: 386
    HTML: 16
  • 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
    1448
    PDF: 555
    HTML: 19
  • 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
    404
    PDF: 192
    HTML: 3
  • 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
    3045
    PDF: 859
    HTML: 409
  • 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
    1022
    PDF: 600
    HTML: 60
  • 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
    1262
    PDF: 356
    HTML: 14
  • Screening of grated cheese authenticity by nir spectroscopy

    Chiara Cevoli, Angelo Fabbri, Alessandro Gori, Maria Fiorenza Caboni, Adriano Guarnieri
    08-09-2013
    https://doi.org/10.4081/jae.2013.295
    1507
    PDF: 878
  • Monitoring and multi-scenario simulation of agricultural land changes using Landsat imageries and future land use simulation model on coastal of Alanya

    Melis Inalpulat
    31-10-2023
    https://doi.org/10.4081/jae.2024.1548
    1901
    PDF: 675
    HTML: 13
  • 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
    1847
    PDF: 859
    HTML: 36
  • FRESHNESS GRADING OF SHELL EGGS USING A DIELECTRIC TECHNIQUE AND ARTIFICIAL NEURAL NETWORK METHOD

    Angelo Fabbri, Luigi Ragni, Annachiara Berardinelli, Chiara Cevoli, Alessandro Giunchi, Adriano Guarnieri
    49-54
    30-09-2008
    https://doi.org/10.4081/jae.2008.3.49
    1697
    PDF: 847
  • Investigating the impact of integrating land consolidation with agricultural mechanization on the technical, energy, and environmental dimensions of paddy production

    Farshad Haghjooy Maklavani, Mohammad Gholami Parashkoohi, Davood Mohammad Zamani, Hamed Afshari
    11-02-2025
    https://doi.org/10.4081/jae.2025.1721
    1332
    PDF: 438
    Supplementary: 86
    HTML: 26
  • 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
    958
    PDF: 551
    HTML: 100
  • Statistical assessment of vegetation dynamics within protected areas using remote sensing data

    Maria Elena Menconi, David Grohmann
    e5
    14-06-2013
    https://doi.org/10.4081/jae.2013.e5
    3274
    PDF: 987
    HTML: 840
  • Classifications of runoff and sediment data to improve the rating curve method

    Hossein Khaledian, Homayoun Faghih, Ata Amini
    147-153
    08-05-2017
    https://doi.org/10.4081/jae.2017.641
    2069
    PDF: 908
    HTML: 274
  • A neuro-fuzzy model to predict the inflow to the guardialfiera multipurpose dam (Southern Italy) at medium-long time scales

    L.F. Termite, F. Todisco, L. Vergni, F. Mannocchi
    08-09-2013
    https://doi.org/10.4081/jae.2013.400
    1447
    PDF: 690
  • 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
    1182
    PDF: 474
    HTML: 28
  • Spectra evolution over on-vine holding of Italia table grapes: prediction of maturity and discrimination for harvest times using a Vis-NIR hyperspectral device

    Francesca Piazzolla, Maria Luisa Amodio, Giancarlo Colelli
    109-116
    01-06-2017
    https://doi.org/10.4081/jae.2017.639
    2415
    PDF: 1163
    HTML: 415
  • Thermo-fluid-dynamic modelling of a cold store for cheese maturation

    Ferruccio Giametta, Flavio Fucci, Pasquale Catalano, Giovanna La Fianza
    e26
    26-03-2013
    https://doi.org/10.4081/jae.2012.e26
    3489
    PDF: 945
    HTML: 438
  • NEURAL NETWORKS FOR THE SIMULATION OF MICROCLIMATIC PARAMETERS IN DAIRY HOUSES

    Alessandro D'Emilio, Rosari Mazzarella, Simona M.C. Porto
    45-53
    30-06-2009
    https://doi.org/10.4081/jae.2009.2.45
    1293
    PDF: 572
  • Evaluating the efficiency of energy use in cultivation of medicinal plants: a case study on garden thyme and peppermint employing life cycle assessment and support vector machine modeling

    Farid Tamhidi, Morteza Almassi, Mohammad Ghahderijani, Hossein Bakhoda
    17-02-2025
    https://doi.org/10.4081/jae.2025.1723
    917
    PDF: 502
    HTML: 25
  • The use of hyperspectral imaging in the visible and near infrared region to discriminate between table grapes harvested at different times

    Francesca Piazzolla, Maria Luisa Amodio, Giancarlo Colelli
    e7
    04-10-2013
    https://doi.org/10.4081/jae.2013.e7
    4086
    PDF: 1356
    HTML: 617
  • On evaluating the hypothesis of shape similarity between soil particle-size distribution and water retention function

    Ugo Lazzaro, Caterina Mazzitelli, Benedetto Sica, Paola Di Fiore, Nunzio Romano, Paolo Nasta
    26-10-2023
    https://doi.org/10.4081/jae.2023.1542
    1959
    PDF: 966
    HTML: 27
  • 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
    845
    PDF: 393
    HTML: 29
  • Comparative analysis of flood and rainfall frequency in the ungauged sub-watersheds of Kakia and Esamburumbur in Narok town, Kenya, using the EBA4SUB rainfall-runoff model

    Eva Audrey Yessito Houessou-Dossou, John Mwangi Gathenya, Mugwima Njuguna, Zachary Abiero Gariy, Andrea Petroselli
    02-05-2022
    https://doi.org/10.4081/jae.2022.1307
    1839
    PDF: 686
    HTML: 168
  • Assessment of drought stress in arid olive groves using HidroMORE model

    Abderrahman Sghaier, Hanen Dhaou, Lassaad Jarray , Zouhair Abaab, Ahmed Sekrafi, Mohamed Ouessar
    31-03-2022
    https://doi.org/10.4081/jae.2022.1264
    2256
    PDF: 979
    HTML: 74
  • Long-term monitoring of deficit irrigation regimes on citrus orchards in Sicily

    Daniela Vanella, Filippo Ferlito, Biagio Torrisi, Alessio Giuffrida, Salvatore Pappalardo, Daniela Saitta, Giuseppe Longo-Minnolo, Simona Consoli
    23-12-2021
    https://doi.org/10.4081/jae.2021.1193
    1784
    PDF: 852
    HTML: 55
1 - 53 of 53 items

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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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