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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

1284

Downloads: 855

HTML: 54
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

2442

Downloads: 1483

HTML: 494
Analysis of climate change impacts on dependable flow in Lasang River watershed using the SWAT model

Grace O. Tulang, Victor B. Ella

04-06-2026

https://doi.org/10.4081/jae.2026.2129

572

Downloads: 179

HTML: 4
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

849

Downloads: 625

HTML: 51
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

2221

Downloads: 1034

HTML: 29
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

844

Downloads: 157

HTML: 8
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

1231

Downloads: 516

HTML: 31
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

4072

Downloads: 989

HTML: 1150
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

1395

Downloads: 659

HTML: 120
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

2227

Downloads: 1156

HTML: 161
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

8413

Downloads: 2945

HTML: 808
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

2232

Downloads: 1634

HTML: 670
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

3016

Downloads: 1305

HTML: 239
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

677

Downloads: 802

HTML: 65
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

1010

Downloads: 181

HTML: 26
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

1220

Downloads: 601

HTML: 157
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

716

Downloads: 839

HTML: 25
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

2424

Downloads: 970

HTML: 164
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

4529

Downloads: 1688

HTML: 265
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

999

Downloads: 628

HTML: 119
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

1917

Downloads: 2026

HTML: 98
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

3358

Downloads: 830

HTML: 58
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

1054

Downloads: 372

HTML: 143
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

1257

Downloads: 548

HTML: 39
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

2187

Downloads: 645

HTML: 35
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

2258

Downloads: 1414

HTML: 36
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

549

Downloads: 144

HTML: 30
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

1890

Downloads: 699

HTML: 134
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

779

Downloads: 625

HTML: 45
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

2374

Downloads: 1567

HTML: 1335
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

1688

Downloads: 1260

HTML: 118
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

791

Downloads: 669

HTML: 52
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

1159

Downloads: 519

HTML: 33
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

1671

Downloads: 731

HTML: 259
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

1416

Downloads: 845

HTML: 86
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

2936

Downloads: 997

HTML: 882
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

2292

Downloads: 1103

HTML: 103
Fatigue life evaluation and research trend in agricultural machinery: a review

Jeong-Hun Kim, Kwang-Mo Kim, Jeong-Gil Kim, Ju-Seok Nam

17-06-2026

https://doi.org/10.4081/jae.2026.1928

636

Downloads: 114

HTML: 4
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

1234

Downloads: 623

HTML: 28
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

702

Downloads: 446

HTML: 48
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

1539

Downloads: 932

HTML: 150
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

1693

Downloads: 1112

HTML: 57
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

1528

Downloads: 809

HTML: 52
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

2169

Downloads: 1036

HTML: 102
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

1706

Downloads: 738
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

4783

Downloads: 1306

HTML: 1037
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

2641

Downloads: 913

HTML: 270
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

2201

Downloads: 904

HTML: 333
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

4394

Downloads: 1411

HTML: 1051
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

983

Downloads: 423

HTML: 37
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

414

Downloads: 365

HTML: 20
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

1934

Downloads: 831

HTML: 67
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

2372

Downloads: 1110

HTML: 24
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

1647

Downloads: 749

HTML: 26
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

1480

Downloads: 1105
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

2021

Downloads: 1214

HTML: 180
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

2509

Downloads: 1708

HTML: 247
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

216

Downloads: 161
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

5498

Downloads: 2069

HTML: 1933
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

3430

Downloads: 1058

HTML: 848
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

628

Downloads: 910

HTML: 73
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

1109

Downloads: 618

HTML: 63
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

1488

Downloads: 453

HTML: 21
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

392

Downloads: 197
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

3150

Downloads: 1380

HTML: 1299
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

1452

Downloads: 815
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

6982

Downloads: 4014

HTML: 4450
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

3213

Downloads: 1316

HTML: 2893
Design and experiment of seed posture detection and adjustment device for garlic

Aijun Geng, Xinzhe Lin, Zhilong Zhang, Tianhua Li, Fengshuai Ling, Zongxin Guo

04-05-2026

https://doi.org/10.4081/jae.2026.1767

445

Downloads: 203

HTML: 3
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

1665

Downloads: 389

HTML: 43

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