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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

951

PDF: 583

HTML: 33
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

729

PDF: 409

HTML: 16
Agrivoltaic systems towards the European green deal and agricultural policies: a review

Gabriella Impallomeni, Francesco Barreca

11-11-2024

https://doi.org/10.4081/jae.2024.1632

1939

PDF: 863

HTML: 195
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

979

PDF: 342

HTML: 21
The design of a force feedback soft gripper for tomato harvesting

Asiwan Kultongkham, Supakit Kumnon, Tawan Thintawornkul, Teeranoot Chanthasopeephan

18-03-2021

https://doi.org/10.4081/jae.2021.1090

5704

PDF: 2322

HTML: 752
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

380

PDF: 355

HTML: 14
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

2059

PDF: 784

HTML: 96
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

297

PDF: 88
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

994

PDF: 410

HTML: 26
Working speed optimization of the fully automated vegetable seedling transplanter

Bhola Paudel, Jayanta Kumar Basak, Seong Woo Jeon, Gun Ho Lee, Nibas Chandra Deb, Sijan Karki, Hyeon Tae Kim

26-03-2024

https://doi.org/10.4081/jae.2024.1569

1307

PDF: 834

HTML: 81
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

2010

PDF: 991

HTML: 109
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

848

PDF: 434

HTML: 19
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

3171

PDF: 427

SUPPLEMENTARY MATERIAL: 128

HTML: 28
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

1303

PDF: 589

Supplementary: 43

HTML: 9
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

2227

PDF: 1010

HTML: 83
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

1964

PDF: 1231

Supplementary: 144

HTML: 289
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

1439

PDF: 817

HTML: 27
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

8342

PDF: 3556

Appendix: 235

HTML: 5428
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

1116

PDF: 435

HTML: 56
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

1653

PDF: 496

HTML: 50
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

1016

PDF: 505

HTML: 46
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

1779

PDF: 476

HTML: 24
Effect of glazing configuration as an energy-saving strategy in naturally ventilated greenhouses for strawberry (Seolhyang sp.) cultivation

Timothy Denen Akpenpuun, Wook Ho Na, Qazeem Opeyemi Ogunlowo, Anis Rabiu, Misbaudeen Aderemi Adesanya, Kwame Sasu Addae, Hyeon Tae Kim, Hyun-Woo Lee

10-05-2021

https://doi.org/10.4081/jae.2021.1177

1680

PDF: 889

HTML: 50
Towards a smart automated surface irrigation management in rice-growing areas in Italy

Daniele Masseroni, Jasim Uddin, Reece Tyrrell, Iven Mareels, Claudio Gandolfi, Arianna Facchi

42-48

17-02-2017

https://doi.org/10.4081/jae.2017.585

3675

PDF: 1584

HTML: 1364
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

6092

PDF: 1949

HTML: 579
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

462

PDF: 481

HTML: 12
Portable solar-powered irrigation control station into a container for sustainable agriculture

Antonio Garcia-Chica, Angel Mariano Rodriguez-Perez , Rosa Maria Chica, Julio Jose Caparros Mancera, Cesar Antonio Rodriguez Gonzalez

04-11-2025

https://doi.org/10.4081/jae.2025.1780

1098

PDF: 273

HTML: 25
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

375

PDF: 207

HTML: 1
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

1204

PDF: 669

HTML: 41
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

1076

PDF: 476

HTML: 39
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

3140

PDF: 892

HTML: 428
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

2673

PDF: 1051

Appendix: 242

HTML: 164
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

1126

PDF: 539

HTML: 27
Measurement of longwave radiative properties of energy-saving greenhouse screens

Adeel Rafiq, Wook Ho Na, Adnan Rasheed, Jong Won Lee, Hyeon Tae Kim, Hyun Woo Lee

30-09-2021

https://doi.org/10.4081/jae.2021.1209

1806

PDF: 787

HTML: 30
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

1370

PDF: 527

HTML: 157
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

946

PDF: 416

HTML: 14
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

1066

PDF: 648

HTML: 15
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

792

PDF: 443

HTML: 26
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

2619

PDF: 1329

HTML: 139
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

1342

PDF: 556

HTML: 84
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

1027

PDF: 463

HTML: 36
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

2131

PDF: 990

HTML: 144
The influence of management and construction methods in the repair costs of Spainâ€™s low-volume road network

Eutiquio Gallego, Manuel Moya, Esperanza Ayuga-Téllez, Ana I. García, Francisco Ayuga

118-126

10-06-2016

https://doi.org/10.4081/jae.2016.537

2226

PDF: 932

HTML: 586
Real-time straw moisture content detection system for mobile straw granulator

Wei Wang, Yuanjuan Gong, Xuewei Bai, Rui Tan

26-03-2024

https://doi.org/10.4081/jae.2024.1570

2713

PDF: 601

HTML: 63
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

1997

PDF: 947

HTML: 67
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

1272

PDF: 465

SUPPLEMENTARY MATERIAL: 129

HTML: 12

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