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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

1205

PDF: 808

HTML: 47
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

8056

PDF: 2816

HTML: 752
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

3539

PDF: 1178

Supplementary: 143

HTML: 69
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

3104

PDF: 883

HTML: 260
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

2565

PDF: 1193

SUPPLEMENTARY MATERIAL: 125

HTML: 57
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

1667

PDF: 652

Supplementary: 107

HTML: 33
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

1167

PDF: 593

HTML: 24
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

1192

PDF: 487

HTML: 30
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

2931

PDF: 1268

HTML: 222
Dynamic calibration of broiler apparent temperature using real-time panting rate and machine learning: a pilot study

Yongmin Guo, Yali Ma, Changxi Chen, Xiangchao Kong, Deqi Hao, Sai Luo

09-04-2026

https://doi.org/10.4081/jae.2026.2110

702

PDF: 98

HTML: 0
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

1312

PDF: 407

HTML: 69
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

1806

PDF: 665

HTML: 124
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

3352

PDF: 1272

HTML: 1718
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

721

PDF: 580

HTML: 35
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

1501

PDF: 550

HTML: 92
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

1835

PDF: 1109

HTML: 128
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

2848

PDF: 672

HTML: 69
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

2218

PDF: 1041

HTML: 74
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

2156

PDF: 1066

HTML: 207
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

1810

PDF: 1112

HTML: 34
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

6939

PDF: 3397

Appendix: 447

HTML: 4439
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

952

PDF: 579

HTML: 21
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

1433

PDF: 506

HTML: 40
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

2252

PDF: 1602

Supplementary: 195

HTML: 506
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

1388

PDF: 613

HTML: 42
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

6485

PDF: 2018

HTML: 396
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

2262

PDF: 1085

HTML: 201
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

3339

PDF: 2013

HTML: 1137
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

1651

PDF: 667

HTML: 28
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

2234

PDF: 864

HTML: 102
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

5792

PDF: 2136

HTML: 1781
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

556

PDF: 417

Supplementary: 82

HTML: 19
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

516

PDF: 428

HTML: 74
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

2444

PDF: 1091

HTML: 104
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

799

PDF: 404

HTML: 55
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

635

PDF: 711

HTML: 25
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

1198

PDF: 775

HTML: 23
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

1508

PDF: 858

HTML: 57
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

1406

PDF: 554

SUPPLEMENTARY MATERIAL: 142

HTML: 18
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

1258

PDF: 463

HTML: 28
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

5113

PDF: 2184

HTML: 1300
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

2111

PDF: 674

HTML: 143
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

3429

PDF: 1004

HTML: 468
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

5417

PDF: 1679

HTML: 3265
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

1578

PDF: 686

HTML: 235
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

5477

PDF: 2054

HTML: 1928
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

1614

PDF: 657

HTML: 54
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

2628

PDF: 1100

HTML: 1076
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

1046

PDF: 458

HTML: 53
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

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

835

PDF: 129

HTML: 18
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

697

PDF: 421

HTML: 30
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

3125

PDF: 1172

Appendix: 290

HTML: 178
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

3329

PDF: 485

SUPPLEMENTARY MATERIAL: 157

HTML: 51
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

1173

PDF: 528

HTML: 30
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

1537

PDF: 859
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

691

PDF: 805

HTML: 15
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

1393

PDF: 897
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

3878

PDF: 1367
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

1180

PDF: 611

HTML: 55
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

2038

PDF: 1014
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

1332

PDF: 733
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

1998

PDF: 1019
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

1324

PDF: 571

HTML: 40
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

403

PDF: 141

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

911

PDF: 507

HTML: 43
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

1224

PDF: 519

HTML: 36
Determination of ammonia concentrations on different floor types in dairy cow housing using a dynamic flux chamber

Barbara Banzhaf, Jens Hartung

24-03-2026

https://doi.org/10.4081/jae.2026.2042

768

PDF: 104

HTML: 1
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

968

PDF: 783

Supplementary: 120

HTML: 114
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

1890

PDF: 896
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

3399

PDF: 1481

HTML: 194
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

2618

PDF: 947

HTML: 198
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

1888

PDF: 812

HTML: 902
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

1247

PDF: 627

HTML: 45
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

1461

PDF: 781

HTML: 49
The early development of agricultural engineering disciplines in Italy

Alessandro Santini

04-09-2025

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

461

PDF: 882

HTML: 91
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

1069

PDF: 890

HTML: 277
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

3123

PDF: 1298

HTML: 3089
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

2639

PDF: 1285

HTML: 134
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

1066

PDF: 583

HTML: 61

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