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Comparison of two different artificial neural network models for prediction of soil penetration resistance

İlker Ünal, Önder Kabaş, Salih Sözer

29-12-2023

https://doi.org/10.4081/jae.2024.1550

1394

PDF: 542

HTML: 30
Use of machine learning tools to estimate drying rate of apple and apricot wood discs

Martina Balac, Andrija Rajković, Mihailo Milanović, Zoran Mileusnić, Rajko Miodragović, Aleksandra Dragičević, Olivera Ećim-Đurić

04-09-2025

https://doi.org/10.4081/jae.2025.1712

559

PDF: 688

HTML: 58
Fuzzy neural network PID control design of camellia fruit vibration picking manipulator

Ziyan Fan, Lijun Li, Zicheng Gao

01-08-2023

https://doi.org/10.4081/jae.2023.1466

1939

PDF: 622

Appendix: 173

HTML: 17
Anthocyanins estimation in homogeneous bean landrace (Phaseolus vulgaris L.) using probabilistic representation and convolutional neural networks

José Luis Morales-Reyes, Héctor-Gabriel Acosta-Mesa, Elia-Nora Aquino-Bolaños, Socorro Herrera Meza, Aldo Márquez Grajales

01-08-2023

https://doi.org/10.4081/jae.2023.1421

1582

PDF: 676

HTML: 24
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

2012

PDF: 662

APPENDIX: 136

HTML: 24
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

1316

PDF: 574

HTML: 29
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

4310

PDF: 1599

HTML: 211
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

5634

PDF: 2042

HTML: 1704
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

1205

PDF: 435

HTML: 26
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

2631

PDF: 598

HTML: 55
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: 729

HTML: 13
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

1219

PDF: 526

HTML: 38
GPPK4PCM: pest classification model integrating growth period prior knowledge

Jianhua Zheng, Junde Lu, Yusha Fu, Ruolin Zhao, Jinfang Liu, Zhaoxi Luo, Zhijie Luo

18-07-2025

https://doi.org/10.4081/jae.2025.1814

482

PDF: 260

HTML: 10
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

1019

PDF: 592

HTML: 41
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

1163

PDF: 727

HTML: 18
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

7604

PDF: 2558

HTML: 679
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

3294

PDF: 463

SUPPLEMENTARY MATERIAL: 140

HTML: 44
Soil depth modelling using terrain analysis and satellite imagery: the case study of Qeshlaq mountainous watershed (Kurdistan, Iran)

Salahudin Zahedi, Kaka Shahedi, Mahmod Habibnejad Rawshan, Karim Solimani, Kourosh Dadkhah

167-174

14-09-2017

https://doi.org/10.4081/jae.2017.595

2607

PDF: 1068

HTML: 1206
Monitoring water-stressed spring tea canopy temperature using UAV-derived indices and clustering models

Jiaxing Xie, Yazhong Chen, Shuai Zhao, Jiaxin Wang, Liye Chen, Fan Luo, Zihao Chen, Weixian Sha, Peng Gao, Weixing Wang, Hongshan Liu

23-01-2026

https://doi.org/10.4081/jae.2025.1749

642

PDF: 200

HTML: 25
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: 1023

HTML: 29
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

1113

PDF: 723

HTML: 39
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

1085

PDF: 444

HTML: 29
Hyperspectral imaging to measure apricot attributes during storage

Alessandro Benelli, Chiara Cevoli, Angelo Fabbri, Luigi Ragni

28-06-2022

https://doi.org/10.4081/jae.2022.1311

1852

PDF: 746

HTML: 63
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

1676

PDF: 572

HTML: 99
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

1142

PDF: 432

HTML: 26
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

1502

PDF: 630

HTML: 210
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

873

PDF: 474

HTML: 32
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

1101

PDF: 533

HTML: 21
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: 618

HTML: 23
Automated tea shoot picking using the YOLO network and Mamba images segmentation for top-view detection with a monocular camera

Zhiqiang Wang, Hui Niu, Jing Zhang, Wu Zhang, Jian Mao, Shengqi Zhang, Jun Liu, Guanpeng Zuo, Zhe Zheng, Zhenxiang Chi

18-11-2025

https://doi.org/10.4081/jae.2025.1637

640

PDF: 327

HTML: 16
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

3371

PDF: 950

HTML: 453
Tomato detection in natural environment based on improved YOLOv8 network

Wancheng Dong, Yipeng Zhao, Jiaxing Pei, Zuolong Feng, Zhikai Ma, Leilei Wang, Simon Shemin Wang

24-07-2025

https://doi.org/10.4081/jae.2025.1732

1195

PDF: 893

HTML: 84
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

2840

PDF: 769

HTML: 218
Screening of grated cheese authenticity by nir spectroscopy

Chiara Cevoli, Angelo Fabbri, Alessandro Gori, Maria Fiorenza Caboni, Adriano Guarnieri

08-09-2013

https://doi.org/10.4081/jae.2013.295

1621

PDF: 933
Monitoring and multi-scenario simulation of agricultural land changes using Landsat imageries and future land use simulation model on coastal of Alanya

Melis Inalpulat

31-10-2023

https://doi.org/10.4081/jae.2024.1548

2173

PDF: 756

HTML: 17
Image analysis of real-time classification of cherry fruit from colour features

José F. Reyes, Elías Contreras, Christian Correa, Pedro Melin

23-12-2021

https://doi.org/10.4081/jae.2021.1160

2007

PDF: 903

HTML: 59
FRESHNESS GRADING OF SHELL EGGS USING A DIELECTRIC TECHNIQUE AND ARTIFICIAL NEURAL NETWORK METHOD

Angelo Fabbri, Luigi Ragni, Annachiara Berardinelli, Chiara Cevoli, Alessandro Giunchi, Adriano Guarnieri

49-54

30-09-2008

https://doi.org/10.4081/jae.2008.3.49

1837

PDF: 891
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

1569

PDF: 561

Supplementary: 97

HTML: 30
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

1104

PDF: 644

HTML: 108
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

3380

PDF: 1034

HTML: 844
Real-time banana harvest readiness prediction using mobile SE-enhanced YOLO classification

Preety Baglat, Fábio Mendonça, Sheikh Shanawaz Mostafa, Sidharth Gupta, Francisco Silva, Helena Garcês, Ruben Sousa, Diana Côrte, Fernando Morgado-Dias

28-01-2026

https://doi.org/10.4081/jae.2026.2003

1055

PDF: 416

Supplementary: 56

HTML: 117
Classifications of runoff and sediment data to improve the rating curve method

Hossein Khaledian, Homayoun Faghih, Ata Amini

147-153

08-05-2017

https://doi.org/10.4081/jae.2017.641

2199

PDF: 957

HTML: 278
A neuro-fuzzy model to predict the inflow to the guardialfiera multipurpose dam (Southern Italy) at medium-long time scales

L.F. Termite, F. Todisco, L. Vergni, F. Mannocchi

08-09-2013

https://doi.org/10.4081/jae.2013.400

1550

PDF: 745
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

1297

PDF: 516

HTML: 38
Exploiting soil spectroscopy in the VNIR-SWIR range to estimate soil organic carbon stock: what role can sampling density and spacing play?

Caterina Mazzitelli, Nunzio Romano, Eyal Ben-Dor, Lis Wollesen de Jonge, Cecilie Hermansen, Paolo Nasta

23-06-2026

https://doi.org/10.4081/jae.2026.1995

99

PDF: 74
Spectra evolution over on-vine holding of Italia table grapes: prediction of maturity and discrimination for harvest times using a Vis-NIR hyperspectral device

Francesca Piazzolla, Maria Luisa Amodio, Giancarlo Colelli

109-116

01-06-2017

https://doi.org/10.4081/jae.2017.639

2597

PDF: 1262

HTML: 421
Thermo-fluid-dynamic modelling of a cold store for cheese maturation

Ferruccio Giametta, Flavio Fucci, Pasquale Catalano, Giovanna La Fianza

e26

26-03-2013

https://doi.org/10.4081/jae.2012.e26

3635

PDF: 987

HTML: 442
NEURAL NETWORKS FOR THE SIMULATION OF MICROCLIMATIC PARAMETERS IN DAIRY HOUSES

Alessandro D'Emilio, Rosari Mazzarella, Simona M.C. Porto

45-53

30-06-2009

https://doi.org/10.4081/jae.2009.2.45

1411

PDF: 604
The use of hyperspectral imaging in the visible and near infrared region to discriminate between table grapes harvested at different times

Francesca Piazzolla, Maria Luisa Amodio, Giancarlo Colelli

e7

04-10-2013

https://doi.org/10.4081/jae.2013.e7

4255

PDF: 1417

HTML: 631
Evaluating the efficiency of energy use in cultivation of medicinal plants: a case study on garden thyme and peppermint employing life cycle assessment and support vector machine modeling

Farid Tamhidi, Morteza Almassi, Mohammad Ghahderijani, Hossein Bakhoda

17-02-2025

https://doi.org/10.4081/jae.2025.1723

1080

PDF: 648

HTML: 41
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: 1218

HTML: 112
Long-term monitoring of deficit irrigation regimes on citrus orchards in Sicily

Daniela Vanella, Filippo Ferlito, Biagio Torrisi, Alessio Giuffrida, Salvatore Pappalardo, Daniela Saitta, Giuseppe Longo-Minnolo, Simona Consoli

23-12-2021

https://doi.org/10.4081/jae.2021.1193

1972

PDF: 934

HTML: 63
On evaluating the hypothesis of shape similarity between soil particle-size distribution and water retention function

Ugo Lazzaro, Caterina Mazzitelli, Benedetto Sica, Paola Di Fiore, Nunzio Romano, Paolo Nasta

26-10-2023

https://doi.org/10.4081/jae.2023.1542

2187

PDF: 1305

HTML: 33
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: 473

HTML: 36
Comparative analysis of flood and rainfall frequency in the ungauged sub-watersheds of Kakia and Esamburumbur in Narok town, Kenya, using the EBA4SUB rainfall-runoff model

Eva Audrey Yessito Houessou-Dossou, John Mwangi Gathenya, Mugwima Njuguna, Zachary Abiero Gariy, Andrea Petroselli

02-05-2022

https://doi.org/10.4081/jae.2022.1307

1968

PDF: 754

HTML: 178

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