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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

  DOI https://doi.org/10.4081/jae.2025.1954

  • 3,473 abstract views
  • 1,027 PDF
  • 103 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1776

  • 2,121 abstract views
  • 1,298 PDF
  • 45 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1814

  • 663 abstract views
  • 375 PDF
  • 18 HTML
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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

  DOI https://doi.org/10.4081/jae.2022.1432

  • 4,700 abstract views
  • 1,756 PDF
  • 276 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1641

  • 8,893 abstract views
  • 3,153 PDF
  • 884 HTML
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  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

  DOI https://doi.org/10.4081/jae.2024.1606

  • 1,100 abstract views
  • 490 PDF
  • 36 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1593

  • 1,539 abstract views
  • 674 PDF
  • 76 HTML

• Double-branch deep convolutional neural network-based rice leaf diseases recognition and classification

  Xiong Bi, Hongchun Wang

  30-10-2023

  DOI https://doi.org/10.4081/jae.2023.1544

  • 2,322 abstract views
  • 951 PDF
  • 167 APPENDIX
  • 33 HTML
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  IBAC-Net: integrative brightness adaptive plant leaf disease classification

  Xing Xu, Hongya Ma, Yun Zhao, Xiaoshu Lv

  11-03-2025

  DOI https://doi.org/10.4081/jae.2025.1772

  • 989 abstract views
  • 681 PDF
  • 58 HTML
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  Leveraging deep semantic segmentation for assisted weed detection

  Francisco Garibaldi-Márquez, Gerardo Flores, Luis M. Valentín-Coronado

  18-02-2025

  DOI https://doi.org/10.4081/jae.2025.1741

  • 1,721 abstract views
  • 635 PDF
  • 114 HTML
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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

  DOI https://doi.org/10.4081/jae.2022.1381

  • 3,619 abstract views
  • 1,201 PDF
  • 511 HTML
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  Sheep pose estimation via image analysis and body measurements derived from key points

  Cafer Tayyar Bati

  28-08-2025

  DOI https://doi.org/10.4081/jae.2025.1719

  • 2,029 abstract views
  • 773 PDF
  • 148 HTML

• Comparative analysis of 2D and 3D vineyard yield prediction system using artificial intelligence

  Dhanashree Barbole, Parul M. Jadhav

  30-10-2023

  DOI https://doi.org/10.4081/jae.2023.1545

  • 1,794 abstract views
  • 859 PDF
  • 42 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1595

  • 1,266 abstract views
  • 574 PDF
  • 44 HTML
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  Estimating indoor heat stress in broiler and swine facilities using high-resolution Geo-KOMPSAT-2A satellite data

  Rial Arifin Rajagukguk, Jinseon Park, Heejou Kim, Chae-rin Lee, Ji-yeon Park, Se-yeon Lee, Taehwan Ha, Se-woon Hong

  07-07-2026

  DOI https://doi.org/10.4081/jae.2026.2096

  • 1,171 abstract views
  • 277 PDF
  • 35 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1769

  • 1,439 abstract views
  • 935 PDF
  • 70 HTML

• 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

  DOI https://doi.org/10.4081/jae.2024.1564

  • 1,688 abstract views
  • 851 PDF
  • 94 HTML
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  Potato powdery scab segmentation using improved GrabCut algorithm

  Rui Liu, Tong Zhu, Jiawei Wu, Jingtao Li

  09-05-2024

  DOI https://doi.org/10.4081/jae.2024.1585

  • 1,016 abstract views
  • 557 PDF
  • 53 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1749

  • 906 abstract views
  • 781 PDF
  • 68 HTML

• Zanthoxylum infructescence detection based on adaptive density clustering

  Diwei Wu, Shaohua Zeng, Shuai Wang, Yanan Chen, Yidan Xu

  26-03-2024

  DOI https://doi.org/10.4081/jae.2024.1568

  • 2,363 abstract views
  • 504 PDF
  • 143 SUPPLEMENTARY MATERIAL
  • 25 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1712

  • 761 abstract views
  • 865 PDF
  • 70 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1581

  • 1,304 abstract views
  • 833 PDF
  • 42 HTML
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  Pitaya detection using an improved lightweight Faster R-CNN based on MobileNetV3 in densely planted pitaya orchards

  Yulong Nan, Huichun Zhang, Jiaqiang Zheng, Kunqi Yang

  17-07-2025

  DOI https://doi.org/10.4081/jae.2025.1886

  • 768 abstract views
  • 470 PDF
  • 64 HTML
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  Monitoring mini-tomatoes growth: A non-destructive machine vision-based alternative

  Fernando Ferreira Abreu, Luiz Henrique Antunes Rodrigues

  09-09-2022

  DOI https://doi.org/10.4081/jae.2022.1366

  • 2,354 abstract views
  • 1,149 PDF
  • 80 HTML
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  Static laser weeding system based on improved YOLOv8 and image fusion

  Xiwang Du, Xia Li, Fangtao Duan, Jiawei Hua, Mengchao Hu

  03-10-2024

  DOI https://doi.org/10.4081/jae.2024.1598

  • 3,255 abstract views
  • 1,399 PDF
  • 255 HTML
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  Real-time banana harvest readiness prediction using mobile SE-enhanced YOLO classification

  Preety Baglat, Fábio Mendonça, Sheikh Shanawaz Mostafa, Sidharth Gupta, Francisco Silva, Helena Garcês, Ruben Sousa, Diana Côrte, Fernando Morgado-Dias

  28-01-2026

  DOI https://doi.org/10.4081/jae.2026.2003

  • 1,363 abstract views
  • 627 PDF
  • 97 Supplementary
  • 178 HTML
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  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

  DOI https://doi.org/10.4081/jae.2023.1301

  • 2,519 abstract views
  • 1,038 PDF
  • 165 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1870

  • 1,343 abstract views
  • 630 PDF
  • 48 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1594

  • 1,175 abstract views
  • 715 PDF
  • 68 HTML
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  Fast identification of tomatoes in natural environments by improved YOLOv5s

  Hongbo Wang, Zhicheng Xie, Yongzheng Yang, Junmao Li, Zilu Huang, Zhihong Yu

  09-07-2024

  DOI https://doi.org/10.4081/jae.2024.1588

  • 985 abstract views
  • 478 PDF
  • 47 HTML
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  Acoustic feature analysis of normal and abnormal calls of white-feathered broilers

  Bowen Sun, Xiangchao Kong, Xingkai Peng, Changxi Chen, Wanchao Zhang, Guangyu Zhao, Yongmin Guo, Kaisi Yang

  18-12-2025

  DOI https://doi.org/10.4081/jae.2025.1684

  • 897 abstract views
  • 721 PDF
  • 64 HTML
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  Intelligent monitoring system for plastic film and drip tape laying quality in film mulching planters based on multi-sensor fusion

  Haoqiang Sun, Jincheng Chen, Baiwei Wang, Yuze He, Chao Ji

  06-05-2026

  DOI https://doi.org/10.4081/jae.2026.2099

  • 1,212 abstract views
  • 281 PDF
  • 26 HTML
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  Automatic sheep counting method and experimental study based on mask R-CNN

  YiKun Fan, Ting Li, Hao Lian, HuiLin Jiang, Wenqian Yang, Peng Zhou, Meian Li

  12-09-2025

  DOI https://doi.org/10.4081/jae.2025.1614

  • 1,556 abstract views
  • 495 PDF
  • 81 HTML
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  SCS-YOLO11: a robust detection framework for pileus of deer antler mushrooms in greenhouse environments

  Shuzhen Yang, Jiahong Du, Dongjian Zhang, sangsang Li

  15-12-2025

  DOI https://doi.org/10.4081/jae.2025.1930

  • 702 abstract views
  • 480 PDF
  • 44 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1783

  • 807 abstract views
  • 883 PDF
  • 33 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1587

  • 1,253 abstract views
  • 755 PDF
  • 142 HTML
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  AI-powered autonomous spraying robot for precision orchard applications

  Dilara Gerdan Koc, Caner Koc, Mustafa Comakli

  10-12-2025

  DOI https://doi.org/10.4081/jae.2025.1766

  • 3,559 abstract views
  • 1,077 PDF
  • 320 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1637

  • 936 abstract views
  • 486 PDF
  • 27 HTML
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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

  DOI https://doi.org/10.4081/jae.2024.1654

  • 1,522 abstract views
  • 649 PDF
  • 60 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1732

  • 1,397 abstract views
  • 1,090 PDF
  • 138 HTML
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  Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective

  Eleonora Iaccheri, Luigi Ragni, Annachiara Berardinelli

  23-01-2026

  DOI https://doi.org/10.4081/jae.2025.1817

  • 1,835 abstract views
  • 820 PDF
  • 293 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1730

  • 1,609 abstract views
  • 594 PDF
  • 45 HTML
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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

  DOI https://doi.org/10.4081/jae.2023.1421

  • 1,831 abstract views
  • 807 PDF
  • 32 HTML
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  Lightweight sandy vegetation object detection algorithm based on attention mechanism

  Zhongwei Hua, Min Guan

  21-11-2022

  DOI https://doi.org/10.4081/jae.2022.1471

  • 1,882 abstract views
  • 591 PDF
  • 45 HTML
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  Detection of early collision and compression bruises for pears based on hyperspectral imaging technology

  Guanglai Wang, Congcong Wang, Dayang Liu

  09-07-2024

  DOI https://doi.org/10.4081/jae.2024.1591

  • 1,091 abstract views
  • 686 PDF
  • 130 HTML
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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

  DOI https://doi.org/10.4081/jae.2022.1389

  • 6,179 abstract views
  • 2,300 PDF
  • 1,999 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1793

  • 1,333 abstract views
  • 599 PDF
  • 33 HTML
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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

  DOI https://doi.org/10.4081/jae.2025.1642

  • 1,378 abstract views
  • 701 PDF
  • 32 HTML
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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

  DOI https://doi.org/10.4081/jae.2023.1532

  • 1,568 abstract views
  • 603 PDF
  • 54 HTML
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  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

  DOI https://doi.org/10.4081/jae.2023.1528

  • 1,675 abstract views
  • 1,382 PDF
  • 37 HTML
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  Aeroponic systems design: considerations and challenges

  Albert Min, Nam Nguyen, Liam Howatt, Marlowe Tavares, Jaho Seo

  15-09-2022

  DOI https://doi.org/10.4081/jae.2022.1387

  • 9,341 abstract views
  • 4,142 PDF
  • 287 Appendix
  • 6,022 HTML
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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

  14-09-2017 Pages 167-174

  DOI https://doi.org/10.4081/jae.2017.595

  • 2,738 abstract views
  • 1,162 PDF
  • 1,227 HTML
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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

  DOI https://doi.org/10.4081/jae.2021.1160

  • 2,219 abstract views
  • 1,004 PDF
  • 82 HTML

• Apple recognition and picking sequence planning for harvesting robot in a complex environment

  Wei Ji, Tong Zhang, Bo Xu, Guozhi He

  31-10-2023

  DOI https://doi.org/10.4081/jae.2024.1549

  • 2,819 abstract views
  • 1,540 PDF
  • 153 SUPPLEMENTARY MATERIAL
  • 73 HTML
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  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

  DOI https://doi.org/10.4081/jae.2024.1599

  • 1,408 abstract views
  • 651 PDF
  • 39 HTML
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  Drag reduction design and experiments for the chisel-shaped shovel tip

  Longlong Wang, Changjiang Zheng, Mingke Li, Tongtong Mi, Songze Li, Xuemei Yi

  16-04-2024

  DOI https://doi.org/10.4081/jae.2024.1576

  • 1,466 abstract views
  • 658 PDF
  • 34 HTML

• 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

  DOI https://doi.org/10.4081/jae.2024.1560

  • 1,436 abstract views
  • 735 PDF
  • 72 HTML
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  Key technology of crop precision sowing based on the vision principle

  Bing Li, Jiyun Li

  25-08-2022

  DOI https://doi.org/10.4081/jae.2022.1453

  • 2,574 abstract views
  • 788 PDF
  • 70 HTML
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  Application of MOS gas sensors for detecting mechanical damage of tea plants

  Yubing Sun, Yutong Zheng

  02-12-2024

  DOI https://doi.org/10.4081/jae.2024.1647

  • 1,553 abstract views
  • 513 PDF
  • 68 HTML
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  Hyperspectral imaging to measure apricot attributes during storage

  Alessandro Benelli, Chiara Cevoli, Angelo Fabbri, Luigi Ragni

  28-06-2022

  DOI https://doi.org/10.4081/jae.2022.1311

  • 2,028 abstract views
  • 880 PDF
  • 83 HTML

• Real-time straw moisture content detection system for mobile straw granulator

  Wei Wang, Yuanjuan Gong, Xuewei Bai, Rui Tan

  26-03-2024

  DOI https://doi.org/10.4081/jae.2024.1570

  • 2,977 abstract views
  • 822 PDF
  • 101 HTML
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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

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

  • 3,075 abstract views
  • 1,551 PDF
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  Design and experiment of seed posture detection and adjustment device for garlic

  Aijun Geng, Xinzhe Lin, Zhilong Zhang, Tianhua Li, Fengshuai Ling, Zongxin Guo

  04-05-2026

  DOI https://doi.org/10.4081/jae.2026.1767

  • 630 abstract views
  • 329 PDF
  • 14 HTML
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  Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation

  Shuofeng Weng, Chaochun Yuan, Youguo He, Jie Shen, Lizhang Xu, Zhihao Zhu, Qiuye Yu, Xiaowei Yang

  14-07-2025

  DOI https://doi.org/10.4081/jae.2025.1819

  • 1,548 abstract views
  • 729 PDF
  • 232 Appendix
  • 100 HTML
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  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

  DOI https://doi.org/10.4081/jae.2024.1623

  • 1,673 abstract views
  • 839 PDF
  • 184 HTML
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  Thermal comfort optimisation of vernacular rural buildings: passive solutions to retrofit a typical farmhouse in central Italy

  Maria Elena Menconi, Massimo Chiappini, Jan L.M. Hensen, David Grohmann

  29-06-2017 Pages 127-136

  DOI https://doi.org/10.4081/jae.2017.668

  • 2,670 abstract views
  • 1,537 PDF
  • 362 HTML
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  Biomimetic tool design improves tillage efficiency, seedbed quality, and straw incorporation during rototilling in conservation farming

  Ian Torotwa, Qishuo Ding, Emmanuel Awuah, Ruiyin He

  16-03-2023

  DOI https://doi.org/10.4081/jae.2023.1327

  • 2,319 abstract views
  • 1,171 PDF
  • 226 HTML
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  Assessing the effect of barns structures and environmental conditions in dairy cattle farms monitored in Northern Italy

  Daniela Lovarelli, Elisabetta Riva, Gabriele Mattachini, Marcella Guarino, Giorgio Provolo

  23-12-2021

  DOI https://doi.org/10.4081/jae.2021.1229

  • 2,621 abstract views
  • 1,193 PDF
  • 152 HTML
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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

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

  • 4,570 abstract views
  • 1,700 PDF
  • 190 Supplementary
  • 166 HTML
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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

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

  • 2,715 abstract views
  • 1,227 PDF
  • 40 HTML