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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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  • 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
    213
    PDF: 245
    HTML: 14
  • 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
    1207
    PDF: 369
    APPENDIX: 78
    HTML: 10
  • 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
    625
    PDF: 402
    HTML: 35
  • 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
    680
    PDF: 368
    HTML: 12
  • 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
    1922
    PDF: 423
    HTML: 45
  • 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
    346
    PDF: 247
    HTML: 2
  • 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
    1051
    PDF: 360
    HTML: 6
  • 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
    356
    PDF: 129
    HTML: 5
  • 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
    895
    PDF: 349
    HTML: 9
  • 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
    1423
    PDF: 710
    HTML: 26
  • 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
    2682
    PDF: 979
    HTML: 899
  • 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
    694
    PDF: 353
    HTML: 4
  • 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
    648
    PDF: 379
    HTML: 3
  • 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
    1882
    PDF: 783
    HTML: 213
  • 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
    936
    PDF: 357
    HTML: 17
  • 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
    2877
    PDF: 1150
    HTML: 133
  • 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
    1344
    PDF: 589
    HTML: 101
  • 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
    3776
    PDF: 1246
    HTML: 604
  • 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
    1532
    PDF: 759
    HTML: 48
  • 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
    425
    PDF: 244
    HTML: 8
  • 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
    1916
    PDF: 936
    HTML: 828
  • 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
    1043
    PDF: 439
    HTML: 11
  • 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
    512
    PDF: 280
    HTML: 7
  • Parameters influencing deposit estimation when using water sensitive papers

    Emanuele Cerruto, Claudia Aglieco, Sabina Failla, Giuseppe Manetto
    e9
    04-10-2013
    https://doi.org/10.4081/jae.2013.e9
    3617
    PDF: 977
    HTML: 1049
  • Understanding land use and land cover change in a prolonged conflict affected farming system: the case of Tuban district, Yemen

    Molla Mekonnen Alemu, Hussein Gadain, Brigadier Libanda
    15-11-2024
    https://doi.org/10.4081/jae.2024.1635
    699
    PDF: 390
    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
    2287
    PDF: 643
    HTML: 346
  • Rural landscape and cultural routes: a multicriteria spatial classification method tested on an Italian case study

    Irene Diti, Daniele Torreggiani, Patrizia Tassinari
    23-29
    21-04-2015
    https://doi.org/10.4081/jae.2015.451
    3281
    PDF: 1363
    HTML: 1147
  • 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
    455
    PDF: 235
    HTML: 6
  • 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
    410
    PDF: 273
    HTML: 5
  • 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
    655
    PDF: 349
    HTML: 21
  • 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
    400
    PDF: 200
    HTML: 7
  • 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
    1736
    PDF: 281
    SUPPLEMENTARY MATERIAL: 53
    HTML: 11
  • Unmanned aerial vehicle and proximal sensing of vegetation indices in olive tree (Olea europaea)

    Eliseo Roma, Pietro Catania, Mariangela Vallone, Santo Orlando
    12-10-2023
    https://doi.org/10.4081/jae.2023.1536
    1159
    PDF: 603
    HTML: 58
  • Testing of ultrasonic vibration to speed up the remuage operation in sparkling wine production

    Alessio Tugnolo, Roberto Beghi, Valentina Giovenzana, Alessia Pampuri, Simone Virginio Marai, Andrea Casson, Enrico Ferrari, Riccardo Guidetti
    16-04-2024
    https://doi.org/10.4081/jae.2024.1577
    591
    PDF: 285
    HTML: 47
  • 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
    614
    PDF: 439
    HTML: 17
  • 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
    2787
    PDF: 586
    HTML: 45
  • 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
    1338
    PDF: 370
    HTML: 26
  • Comparing Sentinel-1, Sentinel-2, and Landsat-8 data in the early recognition of irrigated areas in central Italy

    Lorenzo Vergni, Alessandra Vinci, Francesca Todisco, Francesco Saverio Santaga, Marco Vizzari
    23-12-2021
    https://doi.org/10.4081/jae.2021.1265
    1550
    PDF: 736
    HTML: 71
  • 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
    1257
    PDF: 450
    HTML: 3
  • 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
    1346
    PDF: 392
    HTML: 28
  • 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
    469
    PDF: 235
    HTML: 5
  • 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
    2103
    PDF: 880
    HTML: 1137
  • 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
    1312
    PDF: 509
    HTML: 48
  • Hyperspectral prediction of pigment content in tomato leaves based on logistic-optimized sparrow search algorithm and back propagation neural network

    Jiangui Zhao, Tingyu Zhu, Zhichao Qiu, Tao Li, Guoliang Wang, Zhiwei Li, Huiling Du
    20-06-2023
    https://doi.org/10.4081/jae.2023.1528
    1009
    PDF: 394
    HTML: 9
  • Apple recognition and picking sequence planning for harvesting robot in a complex environment

    Wei Ji, Tong Zhang, Bo Xu, Guozhi He
    31-10-2023
    https://doi.org/10.4081/jae.2024.1549
    1192
    PDF: 491
    SUPPLEMENTARY MATERIAL: 46
    HTML: 13
  • IMPROVING PER-PIXEL CLASSIFICATION OF CROP-SHELTER COVERAGE BY TEXTURE ANALYSES OF HIGH-RESOLUTION SATELLITE PANCHROMATIC IMAGES

    Claudia Arcidiacono, Simona M.C. Porto
    9-16
    22-06-2012
    https://doi.org/10.4081/jae.2011.4.9
    1347
    PDF: 811
  • CLASSIFICATION OF CROP-SHELTER COVERAGE BY RGB AERIAL IMAGES: A COMPENDIUM OF EXPERIENCES AND FINDINGS

    Claudia Arcidiacono, Simona M.C.Porto
    1-11
    30-09-2010
    https://doi.org/10.4081/jae.2010.3.1
    1959
    PDF: 895
  • 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
    5797
    PDF: 2531
    Appendix: 168
    HTML: 3962
  • 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
    1975
    PDF: 985
    HTML: 395
  • Effects of controlled burn rice husk ash on geotechnical properties of the soil

    Najmun Nahar, Alex Otieno Owino, Sayful Kabir Khan, Zakaria Hossain, Noma Tamaki
    23-12-2021
    https://doi.org/10.4081/jae.2021.1216
    1385
    PDF: 678
    HTML: 72
  • Multi-temporal geomorphometric analysis to assess soil erosion under different tillage practices: A methodological case study

    Sara Cucchiaro, Laura Carretta, Paolo Nasta, Federico Cazorzi, Roberta Masin, Nunzio Romano, Paolo Tarolli
    31-03-2022
    https://doi.org/10.4081/jae.2022.1279
    1240
    PDF: 552
    Appendix: 152
    HTML: 48
  • Testing the shape-similarity hypothesis between particle-size distribution and water retention for Sicilian soils

    Chiara Antinoro, Vincenzo Bagarello, Vito Ferro, Giuseppe Giordano, Massimo Iovino
    e18
    18-12-2012
    https://doi.org/10.4081/jae.2012.e18
    3559
    PDF: 751
    HTML: 1123
  • Medium- and short-term channel and island evolution in a disturbed gravel bed river (Brenta River, Italy)

    Johnny Moretto, Emanuel Rigon, Luca Mao, Lorenzo Picco, Fabio Delai, Mario Aristide Lenzi
    e27
    26-03-2013
    https://doi.org/10.4081/jae.2012.e27
    3106
    PDF: 829
    HTML: 799
  • Evaluating flow regime alterations due to point sources in intermittent rivers: A modelling approach

    Giovanni Francesco Ricci, Faouzi Zahi, Ersilia D'Ambrosio, Anna Maria De Girolamo, Giuseppe Parete, Taha-Hocine Debieche, Francesco Gentile
    28-06-2022
    https://doi.org/10.4081/jae.2022.1333
    1163
    PDF: 536
    S1: 238
    S2: 296
    S3: 197
    HTML: 55
  • Potential biogas production from agricultural by-products in Sicily. A case study of citrus pulp and olive pomace

    Francesca Valenti, Simona M.C. Porto, Giovanni Cascone, Claudia Arcidiacono
    196-202
    13-07-2017
    https://doi.org/10.4081/jae.2017.727
    2387
    PDF: 1090
    HTML: 268
  • 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
    1786
    PDF: 770
    HTML: 55
  • 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
    1797
    PDF: 604
    HTML: 17
  • Adaptive simulation of the impact of changes in land use on water resources in the lower Aswa basin

    Martine Nyeko, Guido D'Urso, Walter W. Immerzeel
    e24
    26-03-2013
    https://doi.org/10.4081/jae.2012.e24
    3349
    PDF: 900
    HTML: 709
  • An active-optical reflectance sensor in-field testing for the prediction of winter wheat harvest metrics

    Marko Milan Kostić, Nataša Ljubičić, Vladimir Aćin, Milan Mirosavljević, Maša Budjen, Miloš Rajković, Nebojša Dedović
    16-02-2024
    https://doi.org/10.4081/jae.2024.1559
    837
    PDF: 288
    SUPPLEMENTARY MATERIAL: 67
    HTML: 3
  • 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
    1133
    PDF: 484
    HTML: 27
  • Effects of six primary tillage implements on energy inputs and residue cover in Central Italy

    Roberto Fanigliulo, Marcello Biocca, Daniele Pochi
    177-180
    29-09-2016
    https://doi.org/10.4081/jae.2016.519
    3305
    PDF: 1319
    HTML: 1538
  • The spading machine as an alternative to the plough for the primary tillage

    Davide M. Giordano, Davide Facchinetti, Domenico Pessina
    36-40
    21-04-2015
    https://doi.org/10.4081/jae.2015.445
    5226
    PDF: 1183
    HTML: 3315
  • 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
    1560
    PDF: 742
    HTML: 89
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  • Avocado oil extraction processes: method for cold-pressed high-quality edible oil production versus traditional production
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    274
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    129
  • YOLO deep learning algorithm for object detection in agriculture: a review
    129
  • E-nose: a low-cost fruit ripeness monitoring system
    127

Keywords

Vol. 56 No. 3 (2025)
Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation
Shuofeng Weng et al.
14 July 2025
Vol. 56 No. 3 (2025)
Cost-effective IoT hyperspectral prototype for distributed agri-food product monitoring
Sara Vignati et al.
14 July 2025
Early Access
Avoidable food waste in the distribution sector: quantification and valorization
Arianna Cusmai et al.
26 June 2025
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Estimating rice yield under different wheat residue coverage levels using multispectral Gaofen satellite data and remote sensing indices
Muhammad Sohail Memon et al.
23 June 2025
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The influence of branch inclination angles on the dynamic response of the olive tree to trunk shaking
Pedro Sanchez-Cachinero et al.
24 June 2025
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A test for monitoring erosion on the Cape Fear experimental hillslope using a low-cost camera
Andrea Petroselli et al.
28 July 2025
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Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions
Carlos Alejandro Perez Garcia et al.
25 July 2025
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Tomato detection in natural environment based on improved YOLOv8 network
Wancheng Dong et al.
24 July 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.

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