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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

1615

PDF: 426

HTML: 18
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

623

PDF: 488

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

1364

PDF: 719

HTML: 25
The health risk of the agricultural production in potentially contaminated sites: an environmental-health risk analysis

Giovanni Russo, Giuseppe Verdiani

e15

18-12-2012

https://doi.org/10.4081/jae.2012.e15

3183

PDF: 936

HTML: 478
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

918

PDF: 394

HTML: 27
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

3903

PDF: 1520

HTML: 171
Sanitary risk analysis for farm workers exposed to environmental pollutants

Simone Pascuzzi, Giovanni Russo, Giacomo Scarascia-Mugnozza, Giuseppe Verdiani

e21

26-03-2013

https://doi.org/10.4081/jae.2012.e21

3110

PDF: 845

HTML: 449
Towards the environmental sustainability assessment for the viticulture

Lucia Recchia, Daniele Sarri, Marco Rimediotti, Paolo Boncinelli, Enrico Cini, Marco Vieri

19-28

05-04-2018

https://doi.org/10.4081/jae.2018.586

2553

PDF: 1541

HTML: 128
Intelligent system based on a satellite image detection algorithm and a fuzzy model for evaluating sugarcane crop quality by predicting uncertain climatic parameters

Alina Evelyn Badillo-Márquez, Isaí Pardo-Escandón, Alberto Alfonso Aguilar-Lasserre, Constantino Gerardo Moras-Sánchez, Rita Flores-Asis

09-07-2024

https://doi.org/10.4081/jae.2024.1590

944

PDF: 399

HTML: 18
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

1098

PDF: 534

HTML: 25
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

684

PDF: 387

HTML: 15
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

1203

PDF: 482

HTML: 29
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

1747

PDF: 602

APPENDIX: 122

HTML: 20
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

891

PDF: 557

HTML: 33
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

5879

PDF: 1847

HTML: 549
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

1359

PDF: 607

HTML: 42
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

1344

PDF: 517

HTML: 148
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

388

PDF: 205

HTML: 10
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

915

PDF: 397

HTML: 12
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

1442

PDF: 443

HTML: 24
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

978

PDF: 559

HTML: 102
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

482

PDF: 89

HTML: 21
Sustainability of grape-ethanol energy chain

Ester Foppa Pedretti, Daniele Duca, Giuseppe Toscano, Giovanni Riva, Andrea Pizzi, Giorgio Rossini, Matteo Saltari, Chiara Mengarelli, Massimo Gardiman, Riccardo Flamini

119-124

05-11-2014

https://doi.org/10.4081/jae.2014.425

2743

PDF: 1148

HTML: 676
Automatic solution for detection, identification and biomedical monitoring of a cow using remote sensing for optimised treatment of cattle

Yevgeny Beiderman, Mark Kunin, Eli Kolberg, Ilan Halachmi, Binyamin Abramov, Rafael Amsalem, Zeev Zalevsky

153-160

21-12-2014

https://doi.org/10.4081/jae.2014.418

3260

PDF: 1062

HTML: 1870
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

803

PDF: 409

HTML: 16
Guidelines for the design of a healing garden for the rehabilitation of psychiatric patients

Chantal Erbino, Alessandro Toccolini, Ilda Vagge, Paolo Stefano Ferrario

43-51

30-06-2015

https://doi.org/10.4081/jae.2015.426

6276

PDF: 2743

HTML: 5045
Fast identification of tomatoes in natural environments by improved YOLOv5s

Hongbo Wang, Zhicheng Xie, Yongzheng Yang, Junmao Li, Zilu Huang, Zhihong Yu

09-07-2024

https://doi.org/10.4081/jae.2024.1588

707

PDF: 349

HTML: 34
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

380

PDF: 509

HTML: 18
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

1892

PDF: 906

HTML: 99
Evaluation of ammonia emissions from filtration of digestate used for fertigation

Celeste Righi Ricco, Alberto Finzi, Viviana Guido, Elisabetta Riva, Omar Ferrari, Giorgio Provolo

30-09-2021

https://doi.org/10.4081/jae.2021.1187

2057

PDF: 804

HTML: 50
Selective spraying of grapevineâ€™s diseases by a modular agricultural robot

R. Oberti, M. Marchi, P. Tirelli, A. Calcante, M. Iriti, M. HoÄevar, J. Baur, J. Pfaff, C. Schütz, H. Ulbrich

08-09-2013

https://doi.org/10.4081/jae.2013.271

1897

PDF: 1045
Design and experiment of a self-propelled target spraying machine for walnut orchards based on infrared laser sensing

Peng Yan, Liangqing Li, Kui Liu, Lina Ma, Wangyuan Zong, Chengming Luo, Yangjie Xu

08-09-2025

https://doi.org/10.4081/jae.2025.1775

350

PDF: 156

HTML: 16
The effects of the forward speed and air volume of an air-assisted sprayer on spray deposition in tendone trained vineyards

Simone Pascuzzi

e18

18-12-2013

https://doi.org/10.4081/jae.2013.e18

4298

PDF: 1325

HTML: 1470
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

735

PDF: 334

HTML: 21
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

941

PDF: 432

HTML: 17
Technological innovation in the winery addressing oenology 4.0: testing of an automated system for the alcoholic fermentation management

Valentina Giovenzana, Stefano Baroffio, Roberto Beghi, Andrea Casson, Alessia Pampuri, Alessio Tugnolo, Diego De Filippi, Riccardo Guidetti

23-12-2021

https://doi.org/10.4081/jae.2021.1213

1444

PDF: 737

Appendix: 246

HTML: 142
Optimization design and experiment of double-helix total mixed rations preparation mixer for silage straw feed

Meizhou Chen, Guangfei Xu, Xianghao Li, Hongda Zhao, Yongli Zhao, Peisong Diao, Yinping Zhang

22-03-2024

https://doi.org/10.4081/jae.2024.1567

1360

PDF: 868

SUPPLEMENTARY MATERIAL: 123

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

8252

PDF: 3522

Appendix: 235

HTML: 5378
Fine-grained recognition algorithm of crop pests based on cross-layer bilinear aggregation and multi-task learning

Juquan Ruan, Shuo Liu, Wanjing Mao, Shan Zeng, Zhuoyi Zhang, Guangsun Yin

30-10-2024

https://doi.org/10.4081/jae.2024.1606

803

PDF: 368

HTML: 11
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

1056

PDF: 419

HTML: 51
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

676

PDF: 521

Supplementary: 92

HTML: 50
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

775

PDF: 434

HTML: 24
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

1977

PDF: 972

HTML: 109
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

289

PDF: 244

HTML: 11
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

3155

PDF: 1186

HTML: 1690
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

959

PDF: 402

HTML: 26
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

703

PDF: 561

HTML: 73
Spectral analysis of a standard test track profile during passage of an agricultural tractor

M. Cutini, R. Deboli, A. Calvo, C. Preti, M. Inserillo, C. Bisaglia

08-09-2013

https://doi.org/10.4081/jae.2013.387

1042

PDF: 710
Design and experiment of brush-roller ginkgo leaf picker for the dwarf dense planting mode

Shanwen Zhang, Yongyuan Sun, Su Lu, Li Wang, Sian Liu, Zhongliu Wang, Min Dai, Jicheng Gao, Hong Miao

25-10-2023

https://doi.org/10.4081/jae.2023.1541

1728

PDF: 670

HTML: 55
Productivity analysis and costs of wheel cable skidder during salvage logging in European beech stand

Stanimir Stoilov, Salvatore F. Papandrea, Georgi Angelov, Delyan Oslekov, Giuseppe Zimbalatti, Andrea R. Proto

01-08-2023

https://doi.org/10.4081/jae.2023.1419

1515

PDF: 620

HTML: 131
Distinguishing tea stalks of Wuyuan green tea using hyperspectral imaging analysis and convolutional neural network

Xin Yu, Ling Zhao, Zongbin Liu, Yiqing Zhang

16-02-2024

https://doi.org/10.4081/jae.2024.1560

1151

PDF: 565

HTML: 25
Application of response surface methodology for optimisation of Cornelian cherry - Capia pepper leather dried in a heat pump drying system

Senanur Durgut Malçok, Azime Özkan Karabacak, Cüneyt Tunçkal, Canan Ece Tamer

11-10-2023

https://doi.org/10.4081/jae.2023.1538

1378

PDF: 677

HTML: 35
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

316

PDF: 177
Parameter estimation of soil water retention curve with Rao-1 algorithm

Zhongju Wang, Chao Huang, Long Wang

04-05-2022

https://doi.org/10.4081/jae.2022.1283

1433

PDF: 509

HTML: 128
Modelling sensorial and nutritional changes to better define quality and shelf life of fresh-cut melons

Maria Luisa Amodio, Antonio Derossi, Giancarlo Colelli

e6

14-06-2013

https://doi.org/10.4081/jae.2013.e6

4318

PDF: 1404

HTML: 852
In-field hyperspectral imaging: An overview on the ground-based applications in agriculture

Alessandro Benelli, Chiara Cevoli, Angelo Fabbri

129-139

29-09-2020

https://doi.org/10.4081/jae.2020.1030

4719

PDF: 2778

HTML: 1636
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

1765

PDF: 575

Appendix: 145

HTML: 14
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

418

PDF: 413

HTML: 45

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