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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

4671

Downloads: 1736

HTML: 273
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

976

Downloads: 459

HTML: 45
Thin-layer catalytic far-infrared radiation drying and flavour of tomato slices

Ernest Ekow Abano, Hai Le Ma, Wenjuan Qu

37-45

20-06-2014

https://doi.org/10.4081/jae.2014.226

3009

Downloads: 1192

HTML: 1195
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

1382

Downloads: 1071

HTML: 127
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

1380

Downloads: 632

HTML: 39
Hyperspectral prediction of pigment content in tomato leaves based on logistic-optimized sparrow search algorithm and back propagation neural network

Jiangui Zhao, Tingyu Zhu, Zhichao Qiu, Tao Li, Guoliang Wang, Zhiwei Li, Huiling Du

20-06-2023

https://doi.org/10.4081/jae.2023.1528

1663

Downloads: 1373

HTML: 36
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

8802

Downloads: 3116

HTML: 876
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

977

Downloads: 664

HTML: 57
Variation in ultrasonic frequency and time as pre-treatments to air-drying of carrot

Ernest Ekow Abano, Livingston Kobina Sam-Amoah, Ato Bart-Plange

e23

26-03-2013

https://doi.org/10.4081/jae.2012.e23

3434

Downloads: 1356

HTML: 580
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

3407

Downloads: 957

HTML: 98
Monitoring mini-tomatoes growth: A non-destructive machine vision-based alternative

Fernando Ferreira Abreu, Luiz Henrique Antunes Rodrigues

09-09-2022

https://doi.org/10.4081/jae.2022.1366

2338

Downloads: 1130

HTML: 79
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

1418

Downloads: 908

HTML: 70
Limits and prospects of photovoltaic covers in Mediterranean greenhouses

Alvaro Marucci, Adolfo Gusman, Barbara Pagniello, Andrea Cappuccini

e1

14-06-2013

https://doi.org/10.4081/jae.2013.e1

4028

Downloads: 1217

HTML: 871
Scale-up analysis and critical issues of an experimental pilot plant for edible film production using agricultural waste processing

Fabrizio Sarghini, Prospero Di Pierro, Antonio Veneruso, Paolo Masi

e22

26-03-2013

https://doi.org/10.4081/jae.2012.e22

4142

Downloads: 1220

HTML: 1671
Comparing actual transpiration fluxes as measured at leaf-scale and calculated by a physically based agro-hydrological model

Ameneh Sobhani, Shawkat B.M. Hassan, Giovanna Dragonetti, Raffaella Balestrini, Mauro Centritto, Antonio Coppola, Alessandro Comegna

20-06-2023

https://doi.org/10.4081/jae.2023.1527

1853

Downloads: 896

HTML: 36
Performance evaluation of cassava starch-zinc nanocomposite film for tomatoes packaging

Adeshina Fadeyibi, Zinash D. Osunde, Evans C. Egwim, Peter A. Idah

137-146

29-05-2017

https://doi.org/10.4081/jae.2017.565

2695

Downloads: 1389

HTML: 450
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

2105

Downloads: 1261

HTML: 45
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

1004

Downloads: 552

HTML: 53
Analysis of the internal shading in a photovoltaic greenhouse tunnel

Alvaro Marucci, Danilo Monarca, Andrea Colantoni, Enio Campiglia, Andrea Cappuccini

154-160

14-09-2017

https://doi.org/10.4081/jae.2017.622

2921

Downloads: 1360

HTML: 418
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

2309

Downloads: 1098

HTML: 32
Effect of different photoperiod regimes in combination with natural and artificial light on nutrient uptake in bok choy (Brassica rapa L.) using an internet of things-based hydroponics system

Bayu Taruna Widjaja Putra, Wahyu Nurkholis Hadi Syahputra, Parawita Dewanti

08-05-2024

https://doi.org/10.4081/jae.2024.1579

2695

Downloads: 1213

HTML: 39
Fluorescence hyper-spectral imaging to detecting faecal contamination on fresh tomatoes

Roberto Romaniello, Giorgio Peri, Alessandro Leone

7-11

08-03-2016

https://doi.org/10.4081/jae.2016.491

2377

Downloads: 1134

HTML: 860
Multi-class segmentation of navel orange surface defects based on improved DeepLabv3+

Yun Zhu, Shuwen Liu, Xiaojun Wu, Lianfeng Gao, Youyun Xu

20-02-2024

https://doi.org/10.4081/jae.2024.1564

1677

Downloads: 835

HTML: 91
Pitaya detection using an improved lightweight Faster R-CNN based on MobileNetV3 in densely planted pitaya orchards

Yulong Nan, Huichun Zhang, Jiaqiang Zheng, Kunqi Yang

17-07-2025

https://doi.org/10.4081/jae.2025.1886

751

Downloads: 451

HTML: 61
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

1244

Downloads: 556

HTML: 42
Analysis of internal shading degree to a prototype of dynamics photovoltaic greenhouse through simulation software

Alvaro Marucci, Danilo Monarca, Massimo Cecchini, Andrea Colantoni, Andrea Cappuccini

144-150

18-12-2015

https://doi.org/10.4081/jae.2015.483

4207

Downloads: 1461

HTML: 2109
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

988

Downloads: 514

HTML: 64
A wireless telecommunications network for real-time monitoring of greenhouse microclimate

Giuliano Vox, Pierfrancesco Losito, Fabio Valente, Rinaldo Consoletti, Giacomo Scarascia-Mugnozza, Evelia Schettini, Cristoforo Marzocca, Francesco Corsi

70-79

02-10-2014

https://doi.org/10.4081/jae.2014.237

3455

Downloads: 1243

HTML: 2124
Economic and environmental benefits of using a spray control system for the distribution of pesticides

F. Calegari, D. Tassi, M. Vincini

08-09-2013

https://doi.org/10.4081/jae.2013.274

1795

Downloads: 821
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

748

Downloads: 848

HTML: 70
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

4591

Downloads: 1527

HTML: 879
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

1887

Downloads: 897

HTML: 74
Assessment of an expanded-polypropylene isothermal box to improve logistic sustainability of catering services

Andrea Casson, Valentina Giovenzana, Alessio Tugnolo, Alessia Pampuri, Ilaria Fiorindo, Roberto Beghi, Riccardo Guidetti

28-06-2021

https://doi.org/10.4081/jae.2021.1139

2371

Downloads: 1214

HTML: 281
Coupling effect of water and nitrogen on olive (Olea europaea L.) using NSGA-Ⅱ algorithm in hilly areas of Southwest China

Huanping Liu, Caixia Zheng, Zhiliang Zhang, Zakaria Issaka, Yingjun She, Xiaopei Tang, Xi Chen, Min Yan, Wenjun Yu, Xiaohu Yuan

08-04-2026

https://doi.org/10.4081/jae.2026.1803

484

Downloads: 156

HTML: 10
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

7110

Downloads: 4184

HTML: 4470
Comparing Sentinel-1, Sentinel-2, and Landsat-8 data in the early recognition of irrigated areas in central Italy

Lorenzo Vergni, Alessandra Vinci, Francesca Todisco, Francesco Saverio Santaga, Marco Vizzari

23-12-2021

https://doi.org/10.4081/jae.2021.1265

2424

Downloads: 1048

HTML: 145
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

1728

Downloads: 838

HTML: 60
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

1236

Downloads: 740

HTML: 139
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

2053

Downloads: 831

HTML: 98
Power need of an implement for removing polymer residues from the soil surface in Kazakh horticulture

Adilkhan Niyazbayev, Francesco Garbati Pegna, Kanat Khazimov, Erik Umbetov, Kulmuhanbet Akhmetov, Zhadyra Sagyndykova, Marat Khazimov

20-07-2022

https://doi.org/10.4081/jae.2022.1382

1828

Downloads: 949

HTML: 68
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

1779

Downloads: 842

HTML: 41
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

1523

Downloads: 665

HTML: 76
Agrivoltaic systems towards the European green deal and agricultural policies: a review

Gabriella Impallomeni, Francesco Barreca

11-11-2024

https://doi.org/10.4081/jae.2024.1632

2849

Downloads: 1160

HTML: 392
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

1268

Downloads: 844

HTML: 71
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

1141

Downloads: 267

HTML: 31
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

1495

Downloads: 635

HTML: 56
Hyperspectral imaging system to online monitoring the soy flour content in a functional pasta

Roberto Romaniello, Antonietta Eliana Barrasso, Antonio Berardi, Claudio Perone, Antonia Tamborrino, Filippo Catalano, Antonietta Baiano

04-08-2023

https://doi.org/10.4081/jae.2023.1535

2007

Downloads: 673

HTML: 53
Thermo-mechanical response of rigid plastic laminates for greenhouse covering

Silvana Fuina, Giuseppe C. Marano, Giuseppe Puglisi, Domenico De Tommasi, Giacomo Scarascia-Mugnozza

157-163

29-09-2016

https://doi.org/10.4081/jae.2016.549

81898

Downloads: 1353

HTML: 575
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

2322

Downloads: 1283

HTML: 164
Pallet standards in agri-food sector: a brief survey

Alessandro Trevisani, Eleonora Iaccheri, Angelo Fabbri, Adriano Guarnieri

90-95

02-10-2014

https://doi.org/10.4081/jae.2014.220

3815

Downloads: 1755

HTML: 4128
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

2797

Downloads: 1366

HTML: 434
Application of MOS gas sensors for detecting mechanical damage of tea plants

Yubing Sun, Yutong Zheng

02-12-2024

https://doi.org/10.4081/jae.2024.1647

1540

Downloads: 495

HTML: 66
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

2507

Downloads: 1021

HTML: 165
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

3428

Downloads: 905

HTML: 73

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