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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
    1054
    PDF: 429
    HTML: 15
  • 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
    251
    PDF: 196
    HTML: 17
  • 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
    1582
    PDF: 503
    Appendix: 125
    HTML: 9
  • 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
    1290
    PDF: 534
    HTML: 16
  • 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
    1551
    PDF: 519
    APPENDIX: 107
    HTML: 14
  • 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
    946
    PDF: 476
    HTML: 18
  • 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
    3532
    PDF: 1395
    HTML: 148
  • 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
    4737
    PDF: 1573
    HTML: 1215
  • 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
    666
    PDF: 343
    HTML: 22
  • 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
    416
    PDF: 245
    HTML: 9
  • 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
    731
    PDF: 337
    HTML: 23
  • 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
    289
    PDF: 146
    HTML: 6
  • 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
    732
    PDF: 372
    HTML: 20
  • 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
    897
    PDF: 478
    HTML: 11
  • 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
    4335
    PDF: 1376
    HTML: 457
  • 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
    3036
    PDF: 366
    SUPPLEMENTARY MATERIAL: 87
    HTML: 21
  • 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
    2335
    PDF: 954
    HTML: 1176
  • 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
    976
    PDF: 487
    HTML: 21
  • 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
    783
    PDF: 322
    HTML: 22
  • 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
    1572
    PDF: 598
    HTML: 55
  • 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
    762
    PDF: 294
    HTML: 40
  • 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
    765
    PDF: 207
    HTML: 11
  • 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
    653
    PDF: 348
    HTML: 16
  • 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
    552
    PDF: 295
    HTML: 11
  • 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
    1328
    PDF: 488
    HTML: 10
  • 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
    2776
    PDF: 775
    HTML: 392
  • 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
    893
    PDF: 322
    HTML: 49
  • 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
    232
    PDF: 186
  • 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
    1427
    PDF: 815
  • 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
    1729
    PDF: 615
    HTML: 8
  • 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
    1703
    PDF: 811
    HTML: 31
  • 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
    1607
    PDF: 816
  • 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
    1083
    PDF: 371
    Supplementary: 72
    HTML: 24
  • 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
    862
    PDF: 448
    HTML: 74
  • 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
    3188
    PDF: 938
    HTML: 838
  • 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
    1977
    PDF: 871
    HTML: 269
  • 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
    1404
    PDF: 646
  • 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
    1065
    PDF: 420
    HTML: 23
  • 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
    3377
    PDF: 881
    HTML: 433
  • 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
    1253
    PDF: 543
  • 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
    2284
    PDF: 1089
    HTML: 414
  • 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
    4001
    PDF: 1311
    HTML: 611
  • 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
    752
    PDF: 404
    HTML: 11
  • 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
    1659
    PDF: 772
    HTML: 53
  • 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
    1736
    PDF: 635
    HTML: 24
  • 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
    740
    PDF: 334
    HTML: 27
  • 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
    1727
    PDF: 626
    HTML: 159
  • 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
    2094
    PDF: 911
    HTML: 67
1 - 48 of 48 items

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Vol. 57 No. 1 (2026)
Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective
Eleonora Iaccheri et al.
23 January 2026
Early Access
Portable solar-powered irrigation control station into a container for sustainable agriculture
Antonio Garcia-Chica et al.
4 November 2025
Vol. 56 No. 4 (2025)
Automatic sheep counting method and experimental study based on mask R-CNN
YiKun Fan et al.
12 September 2025
Early Access
Harnessing AI for sustainable agriculture: exergy efficiency optimization in maize via neighbourhood component analysis, principal component...
Kutalmis Turhal et al.
24 October 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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