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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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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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

  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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
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  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