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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

  1678

  PDF: 726

  HTML: 199
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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

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

  600

  PDF: 386

  HTML: 30
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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

  736

  PDF: 649

  HTML: 3
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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

  500

  PDF: 271

  HTML: 7
• 

  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

  645

  PDF: 339

  HTML: 20

• 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

  1724

  PDF: 271

  SUPPLEMENTARY MATERIAL: 50

  HTML: 11
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  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

  490

  PDF: 174

  HTML: 10
• 

  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

  388

  PDF: 188

  HTML: 7
• 

  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

  1328

  PDF: 358

  HTML: 26
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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

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

  1324

  PDF: 573

  HTML: 101
• 

  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

  339

  PDF: 116

  HTML: 5
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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

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

  443

  PDF: 229

  HTML: 6

• 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

  824

  PDF: 272

  SUPPLEMENTARY MATERIAL: 63

  HTML: 3
• 

  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

  2852

  PDF: 1126

  HTML: 130
• 

  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

  5704

  PDF: 2472

  Appendix: 164

  HTML: 3896
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  Application of MOS gas sensors for detecting mechanical damage of tea plants

  Yubing Sun, Yutong Zheng

  02-12-2024

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

  571

  PDF: 229

  HTML: 24
• 

  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

  414

  PDF: 231

  HTML: 8
• 

  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

  198

  PDF: 224

  HTML: 14
• 

  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

  2262

  PDF: 628

  HTML: 344

• 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

  1044

  PDF: 348

  HTML: 5
• 

  Machines for non-chemical intra-row weed control in narrow and wide-row crops: a review

  Andrea Peruzzi, Luisa Martelloni, Christian Frasconi, Marco Fontanelli, Michel Pirchio, Michele Raffaelli

  57-70

  01-06-2017

  https://doi.org/10.4081/jae.2017.583

  6096

  PDF: 2847

  Appendix: 316

  HTML: 4341

• 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

  1186

  PDF: 345

  APPENDIX: 73

  HTML: 9
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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

  892

  PDF: 342

  HTML: 9
• 

  Optimisation of hot-water application technology for the control of broad-leaved dock (Rumex obtusifolius)

  Roy Latsch, Joachim Sauter

  137-145

  21-12-2014

  https://doi.org/10.4081/jae.2014.239

  2805

  PDF: 1788

  HTML: 1117
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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

  637

  PDF: 369

  HTML: 3
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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

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

  1516

  PDF: 746

  HTML: 47
• 

  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

  464

  PDF: 228

  HTML: 4
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  Design and preliminary test of a fluidised bed photoreactor for ethylene oxidation on mesoporous mixed SiO2/TiO2 nanocomposites under UV-A illumination

  Maria Lucia V. de Chiara, Maria Luisa Amodio, Francesco Scura, Luigina Spremulli, Giancarlo Colelli

  146-152

  21-12-2014

  https://doi.org/10.4081/jae.2014.435

  2802

  PDF: 1060

  HTML: 2851
• 

  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

  1150

  PDF: 591

  HTML: 56
• 

  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

  994

  PDF: 384

  HTML: 9
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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

  328

  PDF: 179

  HTML: 6
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  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

  1909

  PDF: 414

  HTML: 45
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  Energetic and economic viability of olive stone recovery as a renewable energy source: a Southern Italy case study

  Alessandro Parenti, Piernicola Masella, Lorenzo Guerrini, Antonio Guiso, Paolo Spugnoli

  60-63

  02-10-2014

  https://doi.org/10.4081/jae.2014.230

  2201

  PDF: 816

  HTML: 544
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  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

  2670

  PDF: 957

  HTML: 1656

• 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

  1033

  PDF: 428

  HTML: 22
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  Design and test of an efficient seedling pick-up device with a combination of air jet ejection and mechanical action

  Luhua Han, Haorui Ma, Menghan Mo, Francis Kumi, Jianping Hu, Hanping Mao

  16-04-2024

  https://doi.org/10.4081/jae.2024.1575

  603

  PDF: 360

  HTML: 12
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  Evaluation of the characteristics of vineyard pruning residues for energy applications: effect of different copper-based treatments

  Daniele Duca, Giuseppe Toscano, Andrea Pizzi, Giorgio Rossini, Sara Fabrizi, Giulia Lucesoli, Andrea Servili, Valeria Mancini, Gianfranco Romanazzi, Chiara Mengarelli

  22-27

  08-03-2016

  https://doi.org/10.4081/jae.2016.497

  3048

  PDF: 1343

  HTML: 2086
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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

  1539

  PDF: 722

  HTML: 86
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  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

  52

  PDF: 27
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  Design and experiments of an automatic pipe winding machine

  Yanmei Meng, Tingting Zhang, Jin Wei, Jinlai Zhang, Xulei Zhai

  01-08-2023

  https://doi.org/10.4081/jae.2023.1429

  1754

  PDF: 673

  HTML: 154
• 

  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

  3099

  PDF: 823

  HTML: 799
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  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

  2662

  PDF: 969

  HTML: 899
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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

  670

  PDF: 348

  HTML: 12
• 

  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

  2773

  PDF: 548

  HTML: 41
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  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

  675

  PDF: 372

  HTML: 9
• 

  Predicting plot soil loss by empirical and process-oriented approaches. A review

  Vincenzo Bagarello, Vito Ferro, Dennis Flanagan

  1-18

  05-04-2018

  https://doi.org/10.4081/jae.2018.710

  1919

  PDF: 1208

  HTML: 468
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  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

  5800

  PDF: 2489

  HTML: 4835
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  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

  1334

  PDF: 377

  HTML: 28
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  Soil compaction in Northern Italian vineyards: challenges and mitigation strategies

  Domenico Pessina, Valeria Tadini, Lavinia Eleonora Galli

  13-02-2025

  https://doi.org/10.4081/jae.2025.1729

  289

  PDF: 147

  HTML: 15
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  Reduction of odorous compounds emissions from swine slurry by electrolytic treatments and copper addition

  Mauro Podrecca, Alessandro Chiumenti, Francesco Da Borso, Marco Contin, Maria De Nobili

  12-20

  17-02-2017

  https://doi.org/10.4081/jae.2017.546

  1876

  PDF: 919

  HTML: 545
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  Structural design, modeling and simulation analysis of a cage broiler inspection robot

  Yongmin Guo, Xinwei Yu, Wanchao Zhang, Changxi Chen, Liji Yu

  07-04-2025

  https://doi.org/10.4081/jae.2025.1806

  322

  PDF: 164

  HTML: 6
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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

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

  336

  PDF: 235

  HTML: 2
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  Modelling the impacts of water harvesting and climate change on rainfed maize yields in Senegal

  Andrea Setti, Giulio Castelli, Lorenzo Villani, Roberto Ferrise, Elena Bresci

  16-06-2023

  https://doi.org/10.4081/jae.2023.1524

  2067

  PDF: 700

  HTML: 113
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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

  1576

  PDF: 651

  HTML: 38
• 

  Analysis of irrigation system performance based on an integrated approach with Sentinel-2 satellite images

  Meriem Er-Rami, Guido D'Urso, Nicola Lamaddalena, Daniela D'Agostino, Oscar Rosario Belfiore

  28-06-2021

  https://doi.org/10.4081/jae.2021.1170

  2916

  PDF: 1032

  HTML: 105
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  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

  1343

  PDF: 665

  HTML: 71
• 

  Improving building energy modelling by applying advanced 3D surveying techniques on agri-food facilities

  Francesco Barreca, Giuseppe Modica, Salvatore Di Fazio, Viviana Tirella, Raimondo Tripodi, Carmelo Riccardo Fichera

  203-208

  27-09-2017

  https://doi.org/10.4081/jae.2017.677

  2997

  PDF: 815

  HTML: 246
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  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

  1021

  PDF: 542

  Appendix: 163

  HTML: 126
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  Analysis of the effects of agricultural land use change on rural environment and landscape through historical cartography and GIS tools

  Dina Statuto, Giuseppe Cillis, Pietro Picuno

  28-39

  08-03-2016

  https://doi.org/10.4081/jae.2016.468

  6054

  PDF: 2137

  HTML: 4480
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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

  3021

  PDF: 856

  HTML: 834
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  Calibration and experiments of discrete element flexible model parameters for kiwifruit stalk

  Zhi He, Xinting Ding, Wei Hao, Kai Li, Weixin Gong, Zixu Li, Yongjie Cui

  02-12-2024

  https://doi.org/10.4081/jae.2024.1640

  488

  PDF: 228

  HTML: 18