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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

  2249

  PDF: 561

  HTML: 39
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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

  739

  PDF: 547

  HTML: 31
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  Assessment of agricultural vulnerability and risk to climate change in sugarcane production through life cycle analysis and a multi-agent system

  Alina Evelyn Badillo-Márquez, Constantino Gerardo Moras-Sánchez, José Octavio Rico-Contreras, Ramiro Meza-Palacios, Alberto Alfonso Aguilar-Lasserre

  27-01-2026

  https://doi.org/10.4081/jae.2026.1934

  685

  PDF: 326

  HTML: 45
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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

  1659

  PDF: 904

  HTML: 27
• 

  The health risk of the agricultural production in potentially contaminated sites: an environmental-health risk analysis

  Giovanni Russo, Giuseppe Verdiani

  e15

  18-12-2012

  https://doi.org/10.4081/jae.2012.e15

  3246

  PDF: 972

  HTML: 482
• 

  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

  1064

  PDF: 434

  HTML: 27
• 

  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

  4179

  PDF: 1589

  HTML: 209
• 

  Sanitary risk analysis for farm workers exposed to environmental pollutants

  Simone Pascuzzi, Giovanni Russo, Giacomo Scarascia-Mugnozza, Giuseppe Verdiani

  e21

  26-03-2013

  https://doi.org/10.4081/jae.2012.e21

  3194

  PDF: 877

  HTML: 454
• 

  Towards the environmental sustainability assessment for the viticulture

  Lucia Recchia, Daniele Sarri, Marco Rimediotti, Paolo Boncinelli, Enrico Cini, Marco Vieri

  19-28

  05-04-2018

  https://doi.org/10.4081/jae.2018.586

  2636

  PDF: 1578

  HTML: 132
• 

  Intelligent system based on a satellite image detection algorithm and a fuzzy model for evaluating sugarcane crop quality by predicting uncertain climatic parameters

  Alina Evelyn Badillo-Márquez, Isaí Pardo-Escandón, Alberto Alfonso Aguilar-Lasserre, Constantino Gerardo Moras-Sánchez, Rita Flores-Asis

  09-07-2024

  https://doi.org/10.4081/jae.2024.1590

  1029

  PDF: 424

  HTML: 23
• 

  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

  1285

  PDF: 567

  HTML: 29
• 

  Recognition of pepper plant and ridge characteristics using an ultrasonic sensor for smart upland crop production

  Mohammod Ali, Md Rejaul Karim, Md Sazzadul Kabir, Md Asrakul Haque, Kyu-Ho Lee, Sun-Ok Chung

  21-07-2025

  https://doi.org/10.4081/jae.2025.1881

  833

  PDF: 472

  HTML: 16
• 

  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

  1280

  PDF: 508

  HTML: 37

• 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

  1963

  PDF: 651

  APPENDIX: 133

  HTML: 22
• 

  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

  1083

  PDF: 675

  HTML: 37
• 

  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

  6869

  PDF: 2216

  HTML: 647
• 

  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

  1432

  PDF: 722

  HTML: 55

• Analysis of microclimate temperature and relative humidity distribution of local poultry house in a subtropical area of Nigeria

  Qazeem Opeyemi Ogunlowo, Adedayo Afeez Azeez, Wook Ho Na, Anis Rabiu, Misbaudeen Aderemi Adesanya, Ezatullah Zakir, John Ademola Ijadunola, Bukola Olanrewaju Afolabi, Babajide Saheed Kosemani, Titus Adeyinka Ilori, Hyun-Woo Lee

  19-02-2024

  https://doi.org/10.4081/jae.2024.1561

  1509

  PDF: 564

  HTML: 170
• 

  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

  476

  PDF: 250

  HTML: 10
• 

  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

  1130

  PDF: 471

  HTML: 22
• 

  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

  2202

  PDF: 698

  HTML: 115
• 

  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

  1077

  PDF: 612

  HTML: 107
• 

  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

  595

  PDF: 174

  HTML: 24
• 

  Sustainability of grape-ethanol energy chain

  Ester Foppa Pedretti, Daniele Duca, Giuseppe Toscano, Giovanni Riva, Andrea Pizzi, Giorgio Rossini, Matteo Saltari, Chiara Mengarelli, Massimo Gardiman, Riccardo Flamini

  119-124

  05-11-2014

  https://doi.org/10.4081/jae.2014.425

  2834

  PDF: 1178

  HTML: 678
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  Automatic solution for detection, identification and biomedical monitoring of a cow using remote sensing for optimised treatment of cattle

  Yevgeny Beiderman, Mark Kunin, Eli Kolberg, Ilan Halachmi, Binyamin Abramov, Rafael Amsalem, Zeev Zalevsky

  153-160

  21-12-2014

  https://doi.org/10.4081/jae.2014.418

  3366

  PDF: 1114

  HTML: 1876
• 

  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

  1082

  PDF: 483

  HTML: 20
• 

  Detecting bacterial pustules on soybean plants by hyperspectral imaging

  Eun Li Kim, Chan Seok Ryu, Ye Seong Kang

  25-02-2026

  https://doi.org/10.4081/jae.2026.1941

  559

  PDF: 272

  HTML: 44
• 

  Guidelines for the design of a healing garden for the rehabilitation of psychiatric patients

  Chantal Erbino, Alessandro Toccolini, Ilda Vagge, Paolo Stefano Ferrario

  43-51

  30-06-2015

  https://doi.org/10.4081/jae.2015.426

  6387

  PDF: 2804

  HTML: 5081
• 

  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

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

  778

  PDF: 375

  HTML: 36
• 

  Motion behavior of a charged droplet impacting on hydrophilic and hydrophobic leaf surfaces

  Wei Hu, Zhouming Gao, Jian Chen, Xiaoya Dong, Baijing Qiu

  08-09-2025

  https://doi.org/10.4081/jae.2025.1736

  469

  PDF: 707

  HTML: 26

• Variable-rate spray system for unmanned aerial applications using lag compensation algorithm and pulse width modulation spray technology

  Zhongkuan Wang, Sheng Wen, Yubin Lan, Yue Liu, Yingying Dong

  31-10-2023

  https://doi.org/10.4081/jae.2023.1547

  2065

  PDF: 995

  HTML: 114
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  Evaluation of ammonia emissions from filtration of digestate used for fertigation

  Celeste Righi Ricco, Alberto Finzi, Viviana Guido, Elisabetta Riva, Omar Ferrari, Giorgio Provolo

  30-09-2021

  https://doi.org/10.4081/jae.2021.1187

  2175

  PDF: 838

  HTML: 58

• Selective spraying of grapevine’s diseases by a modular agricultural robot

  R. Oberti, M. Marchi, P. Tirelli, A. Calcante, M. Iriti, M. Hočevar, J. Baur, J. Pfaff, C. Schütz, H. Ulbrich

  08-09-2013

  https://doi.org/10.4081/jae.2013.271

  1983

  PDF: 1085
• 

  Design and experiment of a self-propelled target spraying machine for walnut orchards based on infrared laser sensing

  Peng Yan, Liangqing Li, Kui Liu, Lina Ma, Wangyuan Zong, Chengming Luo, Yangjie Xu

  08-09-2025

  https://doi.org/10.4081/jae.2025.1775

  417

  PDF: 193

  HTML: 22
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  Exploring the feasibility of near-infrared spectroscopy in analyzing and predicting the chemical and biochemical changes of chitin-amended soils

  Ken Abamba Omwange, Ana Chen, Renfu Lu, Carly Daiek, Julie Celini, Yan Liu

  03-02-2025

  https://doi.org/10.4081/jae.2025.1710

  848

  PDF: 363

  HTML: 26
• 

  The effects of the forward speed and air volume of an air-assisted sprayer on spray deposition in tendone trained vineyards

  Simone Pascuzzi

  e18

  18-12-2013

  https://doi.org/10.4081/jae.2013.e18

  4385

  PDF: 1350

  HTML: 1473
• 

  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

  1082

  PDF: 487

  HTML: 22
• 

  Analysis of temperature distribution in a naturally ventilated single-span greenhouse using computational fluid dynamics

  Oluwasegun Moses Ogundele, Jung-Hoo Kook, Sang-Min Kim, Jeong-In Choi, Niraj Tamrakar, Sijan Karki, Reginald Gbenga Azuatalam, Timothy Denen Akpenpuun , Hyeon Tae Kim

  23-02-2026

  https://doi.org/10.4081/jae.2026.1971

  771

  PDF: 183

  Supplementary: 44

  HTML: 56
• 

  Technological innovation in the winery addressing oenology 4.0: testing of an automated system for the alcoholic fermentation management

  Valentina Giovenzana, Stefano Baroffio, Roberto Beghi, Andrea Casson, Alessia Pampuri, Alessio Tugnolo, Diego De Filippi, Riccardo Guidetti

  23-12-2021

  https://doi.org/10.4081/jae.2021.1213

  1515

  PDF: 855

  Appendix: 256

  HTML: 145

• Optimization design and experiment of double-helix total mixed rations preparation mixer for silage straw feed

  Meizhou Chen, Guangfei Xu, Xianghao Li, Hongda Zhao, Yongli Zhao, Peisong Diao, Yinping Zhang

  22-03-2024

  https://doi.org/10.4081/jae.2024.1567

  1634

  PDF: 969

  SUPPLEMENTARY MATERIAL: 138

  HTML: 29
• 

  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

  8623

  PDF: 3701

  Appendix: 243

  HTML: 5551
• 

  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

  875

  PDF: 390

  HTML: 12
• 

  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

  1264

  PDF: 475

  HTML: 71
• 

  Environmental impact assessment of maize cultivation system considering different irrigation methods

  Filippo Vigo, Michele Zoli, Daniela Lovarelli, Jacopo Bacenetti

  12-05-2025

  https://doi.org/10.4081/jae.2025.1663

  800

  PDF: 682

  Supplementary: 107

  HTML: 96
• 

  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

  849

  PDF: 460

  HTML: 28
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  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

  2150

  PDF: 1034

  HTML: 111
• 

  Locomotor activity of dairy cows in new and converted barns

  Barbara Benz, Jens Hartung

  28-10-2025

  https://doi.org/10.4081/jae.2025.1706

  342

  PDF: 284

  HTML: 13
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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

  1158

  PDF: 427

  HTML: 26
• 

  Constant pressure control for variable-rate spray using closed-loop proportion integration differentiation regulation

  Wei Deng, Chunjiang Zhao, Liping Chen, Xiu Wang

  148-156

  29-09-2016

  https://doi.org/10.4081/jae.2016.512

  3272

  PDF: 1236

  HTML: 1708
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  Effect of different postharvest pre-treatments on the overall quality of organic strawberries during cold storage

  Burcu Aykanat, Francesco Genovese, Naouel Admane, Vincenzo Verrastro, Simona Marianna Sanzani, Maria Maddalena Cavalluzzi, Attilio Matera

  08-08-2025

  https://doi.org/10.4081/jae.2025.1752

  931

  PDF: 740

  HTML: 153

• Spectral analysis of a standard test track profile during passage of an agricultural tractor

  M. Cutini, R. Deboli, A. Calvo, C. Preti, M. Inserillo, C. Bisaglia

  08-09-2013

  https://doi.org/10.4081/jae.2013.387

  1098

  PDF: 733
• 

  Design and experiment of brush-roller ginkgo leaf picker for the dwarf dense planting mode

  Shanwen Zhang, Yongyuan Sun, Su Lu, Li Wang, Sian Liu, Zhongliu Wang, Min Dai, Jicheng Gao, Hong Miao

  25-10-2023

  https://doi.org/10.4081/jae.2023.1541

  1838

  PDF: 702

  HTML: 59
• 

  Productivity analysis and costs of wheel cable skidder during salvage logging in European beech stand

  Stanimir Stoilov, Salvatore F. Papandrea, Georgi Angelov, Delyan Oslekov, Giuseppe Zimbalatti, Andrea R. Proto

  01-08-2023

  https://doi.org/10.4081/jae.2023.1419

  1634

  PDF: 687

  HTML: 144

• 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

  1251

  PDF: 598

  HTML: 42
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  Application of response surface methodology for optimisation of Cornelian cherry - Capia pepper leather dried in a heat pump drying system

  Senanur Durgut Malçok, Azime Özkan Karabacak, Cüneyt Tunçkal, Canan Ece Tamer

  11-10-2023

  https://doi.org/10.4081/jae.2023.1538

  1481

  PDF: 740

  HTML: 39
• 

  Parameter estimation of soil water retention curve with Rao-1 algorithm

  Zhongju Wang, Chao Huang, Long Wang

  04-05-2022

  https://doi.org/10.4081/jae.2022.1283

  1570

  PDF: 538

  HTML: 137
• 

  In-field hyperspectral imaging: An overview on the ground-based applications in agriculture

  Alessandro Benelli, Chiara Cevoli, Angelo Fabbri

  129-139

  29-09-2020

  https://doi.org/10.4081/jae.2020.1030

  4916

  PDF: 2864

  HTML: 1666
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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

  1904

  PDF: 613

  Appendix: 164

  HTML: 16
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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

  554

  PDF: 611

  HTML: 52