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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

3393

Downloads: 942

HTML: 98
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

974

Downloads: 663

HTML: 57
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

986

Downloads: 514

HTML: 64
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

2098

Downloads: 1247

HTML: 45
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

3385

Downloads: 1039

HTML: 494
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

1238

Downloads: 555

HTML: 41
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

4664

Downloads: 1734

HTML: 272
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

3304

Downloads: 953

HTML: 462
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

2805

Downloads: 1659

HTML: 144
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

1210

Downloads: 509

HTML: 37
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

1517

Downloads: 662

HTML: 75
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

1074

Downloads: 658

HTML: 33
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

1549

Downloads: 593

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

2298

Downloads: 1092

HTML: 32
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

1415

Downloads: 905

HTML: 70
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

8792

Downloads: 3110

HTML: 871
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

1619

Downloads: 923

HTML: 66
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

1849

Downloads: 922

HTML: 245
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

657

Downloads: 362

HTML: 17
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

1326

Downloads: 607

HTML: 45
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

3507

Downloads: 1048

HTML: 312
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

1232

Downloads: 739

HTML: 139
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

896

Downloads: 750

HTML: 65
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

2969

Downloads: 1280

HTML: 700
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

3498

Downloads: 1214

HTML: 1889
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

1355

Downloads: 677

HTML: 32
Detecting bacterial pustules on soybean plants by hyperspectral imaging

Eun Li Kim, Chan Seok Ryu, Ye Seong Kang

25-02-2026

https://doi.org/10.4081/jae.2026.1941

765

Downloads: 424

HTML: 64
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

6580

Downloads: 2956

HTML: 5172
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

973

Downloads: 457

HTML: 45
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

2532

Downloads: 1375

HTML: 253
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

692

Downloads: 946

HTML: 78
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

2382

Downloads: 930

HTML: 73
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

2184

Downloads: 1165
Design and development of an anti-drift device for maize (Zea mays L.)-soybean (Glycine max (L.) Merr.) intercropping systems

Li Jiang, Yuehan Li, Wei Lu, Guanqun Wang

06-05-2026

https://doi.org/10.4081/jae.2026.1874

427

Downloads: 215

HTML: 14
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

606

Downloads: 338

HTML: 48
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

4548

Downloads: 1446

HTML: 1483
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

1072

Downloads: 475

HTML: 45
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

1373

Downloads: 624

HTML: 39
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

1235

Downloads: 432

HTML: 156
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

1861

Downloads: 1332

HTML: 66
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

1693

Downloads: 1301

HTML: 164
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

9275

Downloads: 4392

HTML: 5984
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

1085

Downloads: 471

HTML: 34
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

1686

Downloads: 606

HTML: 110
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

1132

Downloads: 1028

HTML: 161
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

1002

Downloads: 552

HTML: 53
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

2390

Downloads: 1253

HTML: 120
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

484

Downloads: 407

HTML: 24
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

3450

Downloads: 1325

HTML: 1740
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

1425

Downloads: 558

HTML: 39
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

1198

Downloads: 819
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

1273

Downloads: 995

HTML: 338
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

2049

Downloads: 826

HTML: 98
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

1825

Downloads: 829

HTML: 183
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

1421

Downloads: 717

HTML: 69
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

1725

Downloads: 837

HTML: 60
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

1765

Downloads: 697

HTML: 168
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

5268

Downloads: 3033

HTML: 1729
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

2140

Downloads: 947

HTML: 26

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