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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

1129

PDF: 735

HTML: 41
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

2380

PDF: 1433

HTML: 488
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

771

PDF: 565

HTML: 40
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

2034

PDF: 664

APPENDIX: 137

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

1145

PDF: 435

HTML: 27
Testing the shape-similarity hypothesis between particle-size distribution and water retention for Sicilian soils

Chiara Antinoro, Vincenzo Bagarello, Vito Ferro, Giuseppe Giordano, Massimo Iovino

e18

18-12-2012

https://doi.org/10.4081/jae.2012.e18

4023

PDF: 961

HTML: 1144
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

1214

PDF: 613

HTML: 37
Effect of envelope characteristics on the accuracy of discretised greenhouse model in TRNSYS

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

07-07-2022

https://doi.org/10.4081/jae.2022.1420

2173

Appendix: 394

PDF: 632

HTML: 152
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

7622

PDF: 2574

HTML: 683
Grain kernel damage during threshing: a comprehensive review of theories and models

George Ashwehmbom Looh, Fangping Xie, Xiushan Wang, Augustine Ngiejungbwen Looh, Hamdaoui Hind

02-01-2025

https://doi.org/10.4081/jae.2025.1674

2048

PDF: 1373

HTML: 517
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

2602

PDF: 1201

HTML: 206
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

560

PDF: 695

HTML: 58
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

1057

PDF: 437

Supplementary: 59

HTML: 118
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: 737

HTML: 13
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

2315

PDF: 891

HTML: 160
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

4316

PDF: 1602

HTML: 211
Detection of early collision and compression bruises for pears based on hyperspectral imaging technology

Guanglai Wang, Congcong Wang, Dayang Liu

09-07-2024

https://doi.org/10.4081/jae.2024.1591

907

PDF: 557

HTML: 25
Evaluating flow regime alterations due to point sources in intermittent rivers: A modelling approach

Giovanni Francesco Ricci, Faouzi Zahi, Ersilia D'Ambrosio, Anna Maria De Girolamo, Giuseppe Parete, Taha-Hocine Debieche, Francesco Gentile

28-06-2022

https://doi.org/10.4081/jae.2022.1333

1833

PDF: 757

S1: 359

S2: 444

S3: 322

HTML: 92
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

3297

PDF: 465

SUPPLEMENTARY MATERIAL: 146

HTML: 45
Analysis of temperature distribution in a naturally ventilated single-span greenhouse using computational fluid dynamics

Oluwasegun Moses Ogundele, Jung-Hoo Kook, Sang-Min Kim, Jeong-In Choi, Niraj Tamrakar, Sijan Karki, Reginald Gbenga Azuatalam, Timothy Denen Akpenpuun , Hyeon Tae Kim

23-02-2026

https://doi.org/10.4081/jae.2026.1971

797

PDF: 216

Supplementary: 48

HTML: 85
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

1164

PDF: 484

HTML: 27
Estimating rice yield under different wheat residue coverage levels using multispectral Gaofen satellite data and remote sensing indices

Muhammad Sohail Memon, Shuren Chen, Jun Guo, Babar Iqbal, Zhiqiang Du, Mohamed Farag Taha, Noreena Memon

23-06-2025

https://doi.org/10.4081/jae.2025.1698

1960

PDF: 399

Supplementary: 115

HTML: 28
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

2192

PDF: 1315

HTML: 33
Development of a “PCM-in-container” energy storage model component for a possible building energy evaluation in TRNSYS 18

Qazeem Opeyemi Ogunlowo, Timothy Denen Akpenpuun, Wook Ho Na, Misbaudeen Aderemi Adesanya, Anis Rabiu, Adedayo Afeez Azeez, Ayoade Oladele Atere, Hyun-Woo Lee, Sangik Lee

20-03-2026

https://doi.org/10.4081/jae.2026.1936

440

PDF: 85

HTML: 14
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

1705

PDF: 581

HTML: 99
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

674

PDF: 508

HTML: 22
Assessing, measuring and modelling erosion in calanchi areas: a review

Nathalie Almaru Caraballo-Arias, Vito Ferro

181-190

15-12-2016

https://doi.org/10.4081/jae.2016.573

2327

PDF: 1519

HTML: 1330
Design of attitude-adjustable chassis and dynamic stress analysis of key components for crawler combine harvester

Jinpeng Hu, Yang Yu, Tianle Ma, Peng Liu, Lizhang Xu

30-12-2024

https://doi.org/10.4081/jae.2024.1685

1503

PDF: 1060

Supplementary: 93

HTML: 81
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

650

PDF: 210

HTML: 25
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

1088

PDF: 446

HTML: 29
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: 637

HTML: 210
Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation

Shuofeng Weng, Chaochun Yuan, Youguo He, Jie Shen, Lizhang Xu, Zhihao Zhu, Qiuye Yu, Xiaowei Yang

14-07-2025

https://doi.org/10.4081/jae.2025.1819

1311

PDF: 561

Appendix: 174

HTML: 56
Estimation of semolina dough rheological parameters by inversion of a finite elements model

Angelo Fabbri, Chiara Cevoli

95-99

01-10-2015

https://doi.org/10.4081/jae.2015.469

2898

PDF: 976

HTML: 877
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: 829

HTML: 100
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

1108

PDF: 548

HTML: 21
Operation technological process research in the cleaning system of the grain combine

Ildar Badretdinov, Salavat Mudarisov, Eduard Khasanov, Ruslan Nasyrov, Marat Tuktarov

28-06-2021

https://doi.org/10.4081/jae.2021.1129

1477

PDF: 838

HTML: 124
Definition of linear regression models to calculate the technical parameters of Italian agricultural tractors

Aldo Calcante, Roberto Oberti, Francesco M. Tangorra

16-06-2023

https://doi.org/10.4081/jae.2023.1525

1620

PDF: 1034

HTML: 48
Probabilistic risk management for agricultural facilities under heavy snowfall: a Markov chain approach considering wet and dry snow conditions

Seokhyeon Kim, Seokhwan Hwang, Won Choi, Sangik Lee

28-01-2026

https://doi.org/10.4081/jae.2026.1937

613

PDF: 287

Supplementary: 60

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

1397

PDF: 734

HTML: 47
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

1966

PDF: 959

HTML: 90
A 2D hydrodynamic-sedimentological model for gravel bed rivers. Part II, Case study: the Brenta River in Italy

Gabriel Kaless, Johnny Moretto, Fabio Delai, Luca Mao, Mario A. Lenzi

08-09-2013

https://doi.org/10.4081/jae.2013.262

1651

PDF: 678
Effect of different technologies and animal manures on solid-liquid separation efficiencies

Giorgia Cocolo, Silvia Curnis, Maibritt Hjorth, Giorgio Provolo

e9

27-09-2012

https://doi.org/10.4081/jae.2012.e9

4719

PDF: 1268

HTML: 1030
Multi-component Lattice Boltzmann simulation of the hydrodynamics in drip emitters

Giacomo Falcucci, Vesselin K. Krastev, Chiara Biscarini

175-180

14-09-2017

https://doi.org/10.4081/jae.2017.649

2605

PDF: 861

HTML: 265
Studies of tractor maintenance and replacement strategies of Wonji Shoa Factory, Ethiopia

Kishor P. Kolhe, Demelash G. Lemi, Siraj K. Busse

23-01-2024

https://doi.org/10.4081/jae.2024.1552

2091

PDF: 644

HTML: 289
Characterisation of olive fruit for the milling process by using visible/near infrared spectroscopy

Roberto Beghi, Valentina Giovenzana, Raffaele Civelli, Enrico Cini, Riccardo Guidetti

e8

04-10-2013

https://doi.org/10.4081/jae.2013.e8

4337

PDF: 1371

HTML: 1040
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

910

PDF: 377

HTML: 28
Locomotor activity of dairy cows in new and converted barns

Barbara Benz, Jens Hartung

28-10-2025

https://doi.org/10.4081/jae.2025.1706

353

PDF: 297

HTML: 15
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: 751

HTML: 63
Energy efficiency of a hybrid cable yarding system: A case study in the North-Eastern Italian Alps under real working conditions

Alberto Cadei, Omar Mologni, Luca Marchi, Francesco Sforza, Dominik Röser, Raffaele Cavalli, Stefano Grigolato

30-09-2021

https://doi.org/10.4081/jae.2021.1185

2281

PDF: 980

HTML: 21
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

1583

PDF: 682

HTML: 24
The ability of tree stems to intercept debris flows in forested fan areas: A laboratory modelling study

Francesco Bettella, Tamara Michelini, Vincenzo D'Agostino, Gian Battista Bischetti

42-51

05-04-2018

https://doi.org/10.4081/jae.2018.712

1954

PDF: 1146

HTML: 175
USE OF THE JONASSONâ€™S MODEL TO ESTIMATE THE VAN GENUCHTEN PARAMETERS FROM TEXTURAL DATA OF SOME SOILS IN SOUTHERN ITALY

Alessandro Comegna, Angelo Sommella, Gerardo Severino

1-6

31-03-2007

https://doi.org/10.4081/jae.2007.1.1

1446

PDF: 1078
Soil electrical conductivity estimated by time domain reflectometry and electromagnetic induction sensors: Accounting for the different sensor observation volumes

Ali Saeed, Alessandro Comegna, Giovanna Dragonetti, Nicola Lamaddalena, Angelo Sommella, Antonio Coppola

223-234

04-12-2017

https://doi.org/10.4081/jae.2017.716

2465

PDF: 989

Appendix: 678

HTML: 243
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

105

PDF: 75
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: 2039

HTML: 1924
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

3382

PDF: 1038

HTML: 844
Motion behavior of a charged droplet impacting on hydrophilic and hydrophobic leaf surfaces

Wei Hu, Zhouming Gao, Jian Chen, Xiaoya Dong, Baijing Qiu

08-09-2025

https://doi.org/10.4081/jae.2025.1736

506

PDF: 793

HTML: 27
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
The influence of branch inclination angles on the dynamic response of the olive tree to trunk shaking

Pedro Sanchez-Cachinero, Fernando Aragon-Rodriguez, Sergio Tombesi, Rafael R. Sola-Guirado

24-06-2025

https://doi.org/10.4081/jae.2025.1670

1401

PDF: 388

HTML: 16
Field-based implementation of machine learning forecasting for energy-efficient temperature control in a greenhouse system

Sunyong Park, DaeHyun Kim, Kwang Cheol Oh

05-06-2026

https://doi.org/10.4081/jae.2026.2199

233

PDF: 124
Forest use strategies in watershed management and restoration: application to three small mountain watersheds in Latin America

Juan Ãngel Mintegui Aguirre, José Carlos Robredo Sánchez, Carlos de Gonzalo Aranoa, Pablo Huelin Rueda, Jorge Fallas, Felipe Cisneros, Pedro Cisneros, Adriana Urciuolo, Rodolfo Iturraspe

3-14

20-06-2014

https://doi.org/10.4081/jae.2014.221

3096

PDF: 1341

HTML: 1269
RICOSTRUZIONE DI PROFILI DI CONTENUTO Dâ€™ACQUA IN UN SUOLO STRUTTURATO SOTTOPOSTO A LAVORAZIONI

Paolo Damiani, Guido Ciollaro, Antonio Coppola

45-51

30-06-2008

https://doi.org/10.4081/jae.2008.2.45

1417

PDF: 794
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

6880

PDF: 3294

Appendix: 437

HTML: 4423
Design and preliminary test of a fluidised bed photoreactor for ethylene oxidation on mesoporous mixed SiO2/TiO2 nanocomposites under UV-A illumination

Maria Lucia V. de Chiara, Maria Luisa Amodio, Francesco Scura, Luigina Spremulli, Giancarlo Colelli

146-152

21-12-2014

https://doi.org/10.4081/jae.2014.435

3169

PDF: 1281

HTML: 2888
Solid tailings after supercritical CO₂ extraction of lignocellulosic biomass as a source of quality biochar for energetic use and as soil improvement

Wioleta Radawiec, Janusz Gołaszewski, Barbara Kalisz

21-06-2023

https://doi.org/10.4081/jae.2023.1344

1614

PDF: 345

HTML: 37

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