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  Effect of different photoperiod regimes in combination with natural and artificial light on nutrient uptake in bok choy (Brassica rapa L.) using an internet of things-based hydroponics system

  Bayu Taruna Widjaja Putra, Wahyu Nurkholis Hadi Syahputra, Parawita Dewanti

  08-05-2024

  https://doi.org/10.4081/jae.2024.1579

  1758

  PDF: 1010

  HTML: 11
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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

  1070

  PDF: 522

  HTML: 25
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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

  1416

  PDF: 609

  HTML: 18
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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

  450

  PDF: 63

  HTML: 17
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  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

  407

  PDF: 196

  HTML: 3
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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

  387

  PDF: 374

  HTML: 44
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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

  5192

  PDF: 1754

  HTML: 1346

• 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

  1212

  PDF: 484

  HTML: 21
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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

  926

  PDF: 396

  HTML: 26
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  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

  1284

  PDF: 362

  HTML: 14
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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

  1287

  PDF: 679

  HTML: 24
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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

  1470

  PDF: 369

  HTML: 13
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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

  891

  PDF: 377

  HTML: 25
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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

  5674

  PDF: 1781

  HTML: 531
• 

  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: 472

  HTML: 11
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  The design of a force feedback soft gripper for tomato harvesting

  Asiwan Kultongkham, Supakit Kumnon, Tawan Thintawornkul, Teeranoot Chanthasopeephan

  18-03-2021

  https://doi.org/10.4081/jae.2021.1090

  5598

  PDF: 2288

  HTML: 750
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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

  776

  PDF: 387

  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
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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

  360

  PDF: 191

  HTML: 8
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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

  1335

  PDF: 439

  Supplementary: 87

  HTML: 26
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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

  1184

  PDF: 475

  HTML: 28
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  Design and test of wireless monitoring system based on expandable awning composite greenhouse

  Juhua Chen, Tingting Zhang, Xiaoyu Yan

  25-02-2025

  https://doi.org/10.4081/jae.2025.1751

  943

  PDF: 414

  HTML: 44
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  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

  881

  PDF: 365

  HTML: 9
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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

  914

  PDF: 304

  HTML: 19
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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

  3832

  PDF: 1488

  HTML: 167
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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

  3048

  PDF: 859

  HTML: 409
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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

  1023

  PDF: 602

  HTML: 61
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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

  1106

  PDF: 400

  HTML: 55
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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

  1021

  PDF: 534

  HTML: 15
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  Artificial intelligence to boost traceability systems for fraud prevention in the meat industry

  Alessandro Biglia, Paolo Barge, Cristina Tortia, Lorenzo Comba, Davide Ricauda Aimonino, Paolo Gay

  30-12-2022

  https://doi.org/10.4081/jae.2022.1328

  2501

  PDF: 1280
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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

  762

  PDF: 422

  HTML: 23
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  Real-time assessment of plant photosynthetic pigment contents with an artificial intelligence approach in a mobile application

  Kestrilia Rega Prilianti, Syaiful Anam, Tatas Hardo Panintingjati Brotosudarmo, Agus Suryanto

  220-228

  21-12-2020

  https://doi.org/10.4081/jae.2020.1082

  3106

  PDF: 1065

  HTML: 244
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  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

  1338

  PDF: 598

  HTML: 40
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  Effect of variable chipping clearance and operational speed on the cassava chip geometry

  Samuel Kojo Ahorsu, Hayford Ofori, Jonathan Ampah, Ernest Kodzo Kumah, Maxwell Budu

  28-06-2022

  https://doi.org/10.4081/jae.2022.1303

  1111

  PDF: 643

  HTML: 176
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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

  920

  PDF: 503

  HTML: 25
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  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

  834

  PDF: 523

  HTML: 27
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  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

  2378

  PDF: 820

  HTML: 35
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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

  845

  PDF: 396

  HTML: 29
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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

  959

  PDF: 552

  HTML: 100
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  Empowering farmers with artificial intelligence: a retrieval-augmented generation based large language model advisory framework

  Shreeram Sawant, Rahul Nair, Siddharth Hariharan

  27-01-2026

  https://doi.org/10.4081/jae.2026.1908

  915

  PDF: 370

  Supplementary: 22
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  Optimization of multioutlet hydrant location and pressurized irrigation network layout using the GRASP metaheuristic

  César González-Pavón, Carmen Virginia Palau, Juan Manzano-Juárez, Santiago Guillem-Picó, Ibán Balbastre-Peralta

  05-08-2025

  https://doi.org/10.4081/jae.2025.1633

  499

  PDF: 428

  HTML: 22

• 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