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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

1123

PDF: 728

HTML: 40
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

7617

PDF: 2572

HTML: 683
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

2837

PDF: 953

Supplementary: 118

HTML: 58
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

2844

PDF: 772

HTML: 221
Apple recognition and picking sequence planning for harvesting robot in a complex environment

Wei Ji, Tong Zhang, Bo Xu, Guozhi He

31-10-2023

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

2465

PDF: 1092

SUPPLEMENTARY MATERIAL: 117

HTML: 55
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

1570

PDF: 567

Supplementary: 99

HTML: 30
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

1104

PDF: 538

HTML: 21
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

1145

PDF: 434

HTML: 27
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

2601

PDF: 1198

HTML: 206
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

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

1239

PDF: 377

HTML: 57
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

1681

PDF: 580

HTML: 99
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

3312

PDF: 1248

HTML: 1710
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

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

668

PDF: 504

HTML: 22
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

1428

PDF: 486

HTML: 80
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

1795

PDF: 1061

HTML: 125
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

2649

PDF: 604

HTML: 55
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

2146

PDF: 997

HTML: 72
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

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

1963

PDF: 1014

HTML: 197
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

1720

PDF: 1028

HTML: 30
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

6879

PDF: 3290

Appendix: 437

HTML: 4422
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

902

PDF: 504

HTML: 18
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

1376

PDF: 478

HTML: 36
Agricultural mechanization perspective in Pakistan: present challenges and digital future

Gohar Gulshan Mahmood, Sandro Liberatori, Fabrizio Mazzetto

04-04-2025

https://doi.org/10.4081/jae.2025.1636

2178

PDF: 1491

Supplementary: 174

HTML: 426
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

1329

PDF: 577

HTML: 29
Comparative analysis of soil-sampling methods used in precision agriculture

José Roberto Moreira Ribeiro Gonçalves, Gabriel Araújo e Silva Ferraz, Étore Francisco Reynaldo, Diego Bedin Marin, Patrícia Ferreira Ponciano Ferraz, Manuel Pérez-Ruiz, Giuseppe Rossi, Marco Vieri, Daniele Sarri

25-01-2021

https://doi.org/10.4081/jae.2021.1117

6370

PDF: 1984

HTML: 383
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

2126

PDF: 1027

HTML: 161
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

3316

PDF: 1994

HTML: 1134
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

1596

PDF: 623

HTML: 23
3D numerical modelling of temperature and humidity index distribution in livestock structures: a cattle-barn case study

Carlos Alejandro Perez Garcia, Marco Bovo, Daniele Torreggiani, Patrizia Tassinari, Stefano Benni

12-05-2023

https://doi.org/10.4081/jae.2023.1522

2186

PDF: 828

HTML: 100
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

5643

PDF: 2050

HTML: 1706
Precision monitoring of dry dairy cows herd: effects of environmental conditions, grazing availability and social network behavior

Eliseo Roma, Lorenzo Leso, Santo Orlando, Mariangela Vallone, Matteo Barbari

23-01-2026

https://doi.org/10.4081/jae.2025.1897

516

PDF: 367

Supplementary: 71

HTML: 17
Energy consumption evaluation of soil tillage operation using non-linear multibody tractor and plough models implemented in real-time simulator for different soils and speeds

Michele Vignati, Federico Cheli, Federico Biraghi, Marco E. Pezzola, Claudio Maroni

07-08-2025

https://doi.org/10.4081/jae.2025.1722

478

PDF: 379

HTML: 62
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

2403

PDF: 1065

HTML: 99
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

724

PDF: 363

HTML: 48
Handheld sensing system for data-driven irrigation management in olive orchards

Eliseo Roma, Francisco Rovira-Más, Pietro Catania

05-09-2025

https://doi.org/10.4081/jae.2025.1960

592

PDF: 637

HTML: 16
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

1473

PDF: 791

HTML: 55
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

1164

PDF: 730

HTML: 18
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

1374

PDF: 514

SUPPLEMENTARY MATERIAL: 137

HTML: 14
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

1206

PDF: 436

HTML: 26
Harvesting orchard pruning residues in southern Piedmont: a first evaluation of biomass production and harvest loss

Marco Grella, Marco Manzone, Fabrizio Gioelli, Paolo Balsari

e14

18-12-2013

https://doi.org/10.4081/jae.2013.e14

5086

PDF: 2158

HTML: 1291
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

3374

PDF: 957

HTML: 453
The results of experimental research of a rotor seed-metering unit for sowing non-free-flowing seeds

Shinar Ospanova, Mubarak Aduov, Sultan Kapov, Alexander Orlyansky, Kadirbek Volodya

08-02-2024

https://doi.org/10.4081/jae.2024.1556

2075

PDF: 640

HTML: 136
Design and testing of a GPS/GSM collar prototype to combat cattle rustling

Francesco M. Tangorra, Aldo Calcante, Stefano Nava, Gabriele Marchesi, Massimo Lazzari

e10

04-10-2013

https://doi.org/10.4081/jae.2013.e10

5380

PDF: 1652

HTML: 3253
Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective

Eleonora Iaccheri, Luigi Ragni, Annachiara Berardinelli

23-01-2026

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

1506

PDF: 635

HTML: 210
Monitoring feeding behaviour of dairy cows using accelerometers

Gabriele Mattachini, Elisabetta Riva, Francesca Perazzolo, Ezio Naldi, Giorgio Provolo

54-58

08-03-2016

https://doi.org/10.4081/jae.2016.498

5447

PDF: 2037

HTML: 1924
Noxious gases in rabbit housing systems: effects of cross and longitudinal ventilation

Francesco da Borso, Alessandro Chiumenti, Marco Mezzadri, Francesco Teri

222-229

15-12-2016

https://doi.org/10.4081/jae.2016.572

2599

PDF: 1086

HTML: 1001
Study of the steering of a wide span vehicle controlled by a local positioning system

Volodymyr Bulgakov, Simone Pascuzzi, Semjons Ivanovs, Volodymyr Kuvachov, Yulia Postol, Francesco Santoro, Viktor Melnyk

30-09-2021

https://doi.org/10.4081/jae.2021.1144

1576

PDF: 624

HTML: 48
Evaluation of the effects of different openers mounted on no-tillage planters on maize: a field study

Marco Benetti, Franco Gasparini, Andrea Peruzzi, Luigi Sartori

31-05-2024

https://doi.org/10.4081/jae.2024.1586

997

PDF: 435

HTML: 48
Design and effectiveness of an injection system for the application of liquid manure (slurry) to soil

Lale Ghanizadeh Hesar, Ahmet Ince, Kamil Ekinci, Huseyin Gucum

15-12-2025

https://doi.org/10.4081/jae.2025.1912

645

PDF: 321

HTML: 25
Automatic travelling of agricultural support robot for a fruit farm. Verification of effectiveness of real-time kinematic-global navigation satellite system and developed a simulator for specification design

Ren Hiraoka, Yuya Aoyagi, Kazuki Kobayashi

02-02-2023

https://doi.org/10.4081/jae.2023.1355

2996

PDF: 1124

Appendix: 275

HTML: 171
Dynamic neural network modeling of thermal environments of two adjacent single-span greenhouses with different thermal curtain positions

Timothy Denen Akpenpuun, Qazeem Opeyemi Ogunlowo, Wook-Ho Na, Prabhat Dutta, Anis Rabiu, Misbaudeen Aderemi Adesanya, Mohammadreza Nariman, Ezatullah Zakir, Hyeon Tae Kim, Hyun-Woo Lee

20-02-2024

https://doi.org/10.4081/jae.2024.1563

3296

PDF: 465

SUPPLEMENTARY MATERIAL: 146

HTML: 45
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

1128

PDF: 502

HTML: 27
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

1138

PDF: 568

HTML: 50
An automatic system for the detection of dairy cows lying behaviour in free-stall barns

Simona M.C. Porto, Claudia Arcidiacono, Umberto Anguzza, Andrea Giummarra, Giovanni Cascone

08-09-2013

https://doi.org/10.4081/jae.2013.273

2019

PDF: 996
Harvesting of southern Piedmontâ€™s orchards pruning residues: evaluations of biomass production and harvesting losses

M. Grella, M. Manzone, F. Gioelli, P. Balsari

08-09-2013

https://doi.org/10.4081/jae.2013.350

1314

PDF: 716
The RHEA-project robot for tree crops pesticide application

Marco Vieri, Riccardo Lisci, Marco Rimediotti, Daniele Sarri

08-09-2013

https://doi.org/10.4081/jae.2013.313

1963

PDF: 993
Satellite guidance systems in agriculture: experimental comparison between EZ-Steer/RTK and AUTOPILOT/EGNOS

P. D'Antonio, C. D'Antonio, C. Evangelista, V. Doddato

08-09-2013

https://doi.org/10.4081/jae.2013.276

1507

PDF: 843
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

667

PDF: 735

HTML: 13
Noise levels of a track-laying tractor during field operations in the vineyard

Pietro Catania, Mariangela Vallone

08-09-2013

https://doi.org/10.4081/jae.2013.396

1377

PDF: 876
Analysis of poultry eating and drinking behavior by software eYeNamic

A. De Montis, A. Pinna, M. Barra, E. Vranken

08-09-2013

https://doi.org/10.4081/jae.2013.275

3834

PDF: 1343
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

1222

PDF: 527

HTML: 38
Development and evaluation of various types of manually operated soil crust breakers

Bahadır Candan, Davut Karayel

12-03-2026

https://doi.org/10.4081/jae.2026.1827

361

PDF: 101

HTML: 8
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

874

PDF: 475

HTML: 32
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

904

PDF: 727

Supplementary: 110

HTML: 98
PRELIMINARY STUDY FOR THE IMPLEMENTATION OFAN IMAGE ANALYSIS ALGORITHM TO DETECT DAIRY COW PRESENCE AT THE FEED BARRIER

Simona M.C. Porto, Claudia Arcidiacono, Giuseppe C. Guarnera, Giovanni Cascone

17-24

22-06-2012

https://doi.org/10.4081/jae.2011.4.17

1873

PDF: 882
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

1163

PDF: 482

HTML: 27
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

3259

PDF: 1419

HTML: 171
Report on the 41st International Symposium Actual Tasks on Agricultural Engineering, 19-22 February 2013, Opatija, Croatia

Silvio Kosutic, Daniele De Wrachien

26-03-2013

https://doi.org/10.4081/jae.2013.notice1

2603

PDF: 930

HTML: 195
Prediction model of PTO shaft fatigue damage considering sandy loam and loam in rotary-tillage operation

Moon-Kyeong Jang, Seung-Jun Kim, Young-Hoo Cho, Ju-Seok Nam

24-01-2025

https://doi.org/10.4081/jae.2025.1610

1396

PDF: 734

HTML: 47
The early development of agricultural engineering disciplines in Italy

Alessandro Santini

04-09-2025

https://doi.org/10.4081/jae.2025.1909

429

PDF: 811

HTML: 64
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

983

PDF: 793

HTML: 197
Hazards assessment and technical actions due to the production of pressured hydrogen within a pilot photovoltaic-electrolyser-fuel cell power system for agricultural equipment

Simone Pascuzzi, Ileana Blanco, Alexandros Sotirios Anifantis, Giacomo Scarascia-Mugnozza

88-93

10-06-2016

https://doi.org/10.4081/jae.2016.507

3092

PDF: 1279

HTML: 3083
Assessment of drought stress in arid olive groves using HidroMORE model

Abderrahman Sghaier, Hanen Dhaou, Lassaad Jarray , Zouhair Abaab, Ahmed Sekrafi, Mohamed Ouessar

31-03-2022

https://doi.org/10.4081/jae.2022.1264

2586

PDF: 1224

HTML: 112
Cost-effective IoT hyperspectral prototype for distributed agri-food product monitoring

Sara Vignati, Alessio Tugnolo, Marco Torrente, Alessia Pampuri, Riccardo Guidetti, Roberto Beghi, Valentina Giovenzana

14-07-2025

https://doi.org/10.4081/jae.2025.1664

1035

PDF: 538

HTML: 57
Report on the 45th International Symposium: Actual Tasks on Agricultural Engineering, 21st-24th February 2017, Opatija, Croatia

Igor Kovacev, Daniele De Wrachien

123-124

01-06-2017

https://doi.org/10.4081/jae.2017.732

1874

PDF: 803

HTML: 897
Evaluation of microclimate in dairy farms using different model typologies in computational fluid dynamics analyses

Enrica Santolini, Marco Bovo, Alberto Barbaresi, Daniele Torreggiani, Patrizia Tassinari

09-07-2024

https://doi.org/10.4081/jae.2024.1589

1202

PDF: 511

HTML: 42

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