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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

3401

Downloads: 948

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

977

Downloads: 664

HTML: 57
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: 719

HTML: 70
Unmanned aerial vehicle and proximal sensing of vegetation indices in olive tree (Olea europaea)

Eliseo Roma, Pietro Catania, Mariangela Vallone, Santo Orlando

12-10-2023

https://doi.org/10.4081/jae.2023.1536

1999

Downloads: 1207

HTML: 140
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

2103

Downloads: 1255

HTML: 45
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

2376

Downloads: 1134

HTML: 860
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

1183

Downloads: 651

HTML: 70
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

1079

Downloads: 670

HTML: 128
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

1522

Downloads: 664

HTML: 75
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

1820

Downloads: 784

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

767

Downloads: 425

HTML: 64
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

2006

Downloads: 673

HTML: 53
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

1088

Downloads: 473

HTML: 34
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

1661

Downloads: 1373

HTML: 36
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

2011

Downloads: 863

HTML: 83
Image analysis of real-time classification of cherry fruit from colour features

José F. Reyes, Elías Contreras, Christian Correa, Pedro Melin

23-12-2021

https://doi.org/10.4081/jae.2021.1160

2199

Downloads: 990

HTML: 82
Using Landsat 8 imagery in detecting cork oak (Quercus suber L.) woodlands: a case study in Calabria (Italy)

Giuseppe Modica, Francesco Solano, Angelo Merlino, Salvatore Di Fazio, Francesco Barreca, Luigi Laudari, Carmelo Riccardo Fichera

205-215

15-12-2016

https://doi.org/10.4081/jae.2016.571

3466

Downloads: 1341

HTML: 938
A test for monitoring erosion on the Cape Fear experimental hillslope using a low-cost camera

Andrea Petroselli, Ettore Arcangeletti, Ciro Apollonio, Flavia Tauro, Salvatore Grimaldi

28-07-2025

https://doi.org/10.4081/jae.2025.1786

1052

Downloads: 378

HTML: 58
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

1358

Downloads: 678

HTML: 32
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

1797

Downloads: 799

HTML: 283
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

2792

Downloads: 1365

HTML: 434
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

1376

Downloads: 631

HTML: 39
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

2693

Downloads: 1211

HTML: 39
The use of hyperspectral imaging in the visible and near infrared region to discriminate between table grapes harvested at different times

Francesca Piazzolla, Maria Luisa Amodio, Giancarlo Colelli

e7

04-10-2013

https://doi.org/10.4081/jae.2013.e7

4394

Downloads: 1496

HTML: 652
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

897

Downloads: 752

HTML: 65
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

2293

Downloads: 708

HTML: 38
Assessment of drought stress in arid olive groves using HidroMORE model

Abderrahman Sghaier, Hanen Dhaou, Lassaad Jarray , Zouhair Abaab, Ahmed Sekrafi, Mohamed Ouessar

31-03-2022

https://doi.org/10.4081/jae.2022.1264

2791

Downloads: 1367

HTML: 142
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

5274

Downloads: 3033

HTML: 1729

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