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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

  1343

  PDF: 632

  HTML: 179
• 

  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

  6037

  PDF: 2777

  Appendix: 301

  HTML: 4339
• 

  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

  312

  PDF: 169

  HTML: 16
• 

  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

  503

  PDF: 352

  HTML: 28
• 

  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

  451

  PDF: 141

  HTML: 9
• 

  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

  1859

  PDF: 390

  HTML: 45
• 

  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

  600

  PDF: 312

  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

  1627

  PDF: 239

  SUPPLEMENTARY MATERIAL: 38

  HTML: 11
• 

  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

  305

  PDF: 81

  HTML: 2
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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

  1247

  PDF: 543

  HTML: 101
• 

  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

  2856

  PDF: 1008

  HTML: 102
• 

  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

  2016

  PDF: 676

  HTML: 108
• 

  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

  303

  PDF: 197

  HTML: 2
• 

  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

  352

  PDF: 207

  HTML: 8
• 

  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

  2131

  PDF: 591

  HTML: 334
• 

  Comparing Sentinel-1, Sentinel-2, and Landsat-8 data in the early recognition of irrigated areas in central Italy

  Lorenzo Vergni, Alessandra Vinci, Francesca Todisco, Francesco Saverio Santaga, Marco Vizzari

  23-12-2021

  https://doi.org/10.4081/jae.2021.1265

  1459

  PDF: 649

  HTML: 68

• 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

  977

  PDF: 306

  HTML: 5
• 

  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

  2768

  PDF: 1073

  HTML: 127
• 

  Development of a combined harvester navigation control system based on visual simultaneous localization and mapping-inertial guidance fusion

  Fuhao Zhu, Jin Chen, Zhuohuai Guan, Yahui Zhu, Hao Shi, Kai Cheng

  08-05-2024

  https://doi.org/10.4081/jae.2024.1583

  390

  PDF: 266

  HTML: 5
• 

  An efficient headland-turning navigation system for a safflower picking robot

  Guomin Gao, Hui Guo, Jing Zhang, Zhenguo Zhang, Tianlun Wu, Hao Lu, Zhaoxin Qiu, Haiyang Chen, Zhen Lingxuan

  11-10-2023

  https://doi.org/10.4081/jae.2023.1539

  969

  PDF: 511

  HTML: 36
• 

  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

  582

  PDF: 325

  HTML: 3
• 

  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

  1439

  PDF: 703

  HTML: 47
• 

  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

  1097

  PDF: 552

  HTML: 56
• 

  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

  373

  PDF: 215

  HTML: 6

• 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

  1107

  PDF: 309

  APPENDIX: 60

  HTML: 8
• 

  Multi-temporal geomorphometric analysis to assess soil erosion under different tillage practices: A methodological case study

  Sara Cucchiaro, Laura Carretta, Paolo Nasta, Federico Cazorzi, Roberta Masin, Nunzio Romano, Paolo Tarolli

  31-03-2022

  https://doi.org/10.4081/jae.2022.1279

  1209

  PDF: 525

  Appendix: 129

  HTML: 47

• 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

  753

  PDF: 255

  SUPPLEMENTARY MATERIAL: 52

  HTML: 3
• 

  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

  492

  PDF: 195

  HTML: 24
• 

  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

  647

  PDF: 605

  HTML: 3

• 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

  969

  PDF: 372

  HTML: 21
• 

  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

  609

  PDF: 323

  HTML: 9
• 

  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

  2628

  PDF: 919

  HTML: 1654

• 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

  626

  PDF: 305

  HTML: 4

• 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

  1565

  PDF: 889
• 

  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

  178

  PDF: 190

  HTML: 10
• 

  Present and future of the numerical methods in buildings and infrastructures areas of biosystems engineering

  Francisco Ayuga

  1-12

  21-04-2015

  https://doi.org/10.4081/jae.2015.436

  3218

  PDF: 1799

  HTML: 2994
• 

  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

  1678

  PDF: 591

  HTML: 152
• 

  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

  818

  PDF: 322

  HTML: 7
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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

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

  945

  PDF: 361

  HTML: 9
• 

  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

  1643

  PDF: 556

  HTML: 12
• 

  Comparison of measurement methods of the front velocity of small-scale debris flows

  Francesco Bettella, Gian Battista Bischetti, Vincenzo D'Agostino, Simone Virginio Marai, Enrico Ferrari, Tamara Michelini

  129-137

  18-12-2015

  https://doi.org/10.4081/jae.2015.472

  1921

  PDF: 783

  HTML: 1072
• 

  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

  611

  PDF: 284

  HTML: 12

• ArduHydro: a low-cost device for water level measurement and monitoring

  Andrea Galli, Cosimo Peruzzi, Fabiola Gangi, Daniele Masseroni

  23-01-2024

  https://doi.org/10.4081/jae.2024.1554

  1050

  PDF: 816

  HTML: 31
• 

  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

  1508

  PDF: 623

  HTML: 38
• 

  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

  306

  PDF: 144

  HTML: 5
• 

  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

  421

  PDF: 194

  HTML: 18
• 

  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

  1840

  PDF: 1168

  HTML: 463
• 

  A review of the discrete element method/modelling in agricultural engineering

  Qing Guo, Huihuang Xia

  04-08-2023

  https://doi.org/10.4081/jae.2023.1534

  1649

  PDF: 771

  HTML: 25
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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

  3003

  PDF: 1298

  HTML: 2086
• 

  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

  488

  PDF: 184

  HTML: 18
• 

  Structural design and experimental tests on a model of tensegrity greenhouse prototype

  Giacomo Scarascia-Mugnozza, Silvana Fuina, Sergio Castellano

  30-09-2021

  https://doi.org/10.4081/jae.2021.1189

  1254

  PDF: 652

  HTML: 229
• 

  Experimental and numerical investigations of the impacts of separating board and anti-blocking mechanism on maize seeding

  Fang Huimin, Niu Mengmeng, Zhu Zhengbo, Zhang Qingyi

  31-03-2022

  https://doi.org/10.4081/jae.2022.1273

  974

  PDF: 512

  HTML: 59
• 

  Development and performance evaluation of an oil palm harvesting robot for the elimination of ergonomic risks associated with oil palm harvesting

  Ayodeji Nathaniel Oyedeji, Umar Ali Umar, Laminu Shettima Kuburi, Albright Abu Edet, Yau Mukhtar

  09-09-2022

  https://doi.org/10.4081/jae.2022.1388

  1621

  PDF: 887

  HTML: 456
• 

  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

  249

  PDF: 113

  HTML: 9

• IMPROVING PER-PIXEL CLASSIFICATION OF CROP-SHELTER COVERAGE BY TEXTURE ANALYSES OF HIGH-RESOLUTION SATELLITE PANCHROMATIC IMAGES

  Claudia Arcidiacono, Simona M.C. Porto

  9-16

  22-06-2012

  https://doi.org/10.4081/jae.2011.4.9

  1307

  PDF: 775
• 

  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

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

  1542

  PDF: 736

  HTML: 22
• 

  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

  5482

  PDF: 2346

  Appendix: 151

  HTML: 3759
• 

  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

  539

  PDF: 326

  HTML: 11
• 

  Modelling and verification of sesame seed particles using the discrete element method

  Noureldin Sharaby, Artyom Doroshenko, Andrey Butovchenko

  28-06-2022

  https://doi.org/10.4081/jae.2022.1286

  13298

  PDF: 623

  HTML: 104
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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

  5974

  PDF: 2080

  HTML: 4478
• 

  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

  2949

  PDF: 832

  HTML: 834
• 

  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

  2741

  PDF: 1770

  HTML: 1117