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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

2142

PDF: 530

HTML: 34
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

704

PDF: 533

HTML: 31
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

2303

PDF: 1109

HTML: 167
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

1613

PDF: 888

HTML: 27
Automated system for the detection of risk in agricultural sugarcane harvesting using digital image processing and deep learning

Alina Evelyn Badillo-Márquez, Jonathan J. Cid-Galiot, Rubén Posada-Gómez, Alberto Alfonso Aguilar-Lasserre

08-05-2024

https://doi.org/10.4081/jae.2024.1581

1093

PDF: 661

HTML: 17
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

1526

PDF: 600

HTML: 22
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

1221

PDF: 594

HTML: 28
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

1502

PDF: 649

HTML: 23
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

1256

PDF: 501

HTML: 36
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

2053

PDF: 974

HTML: 71
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

2224

PDF: 1054

HTML: 846
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

4087

PDF: 1573

HTML: 208
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

1000

PDF: 415

HTML: 22
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

771

PDF: 290

Supplementary: 48

HTML: 17
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

1955

PDF: 891

HTML: 48
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

992

PDF: 468

HTML: 47
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

1896

PDF: 639

APPENDIX: 131

HTML: 21
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

3129

PDF: 1217

HTML: 923
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

887

PDF: 279

HTML: 27
Multi-temporal geomorphometric analysis to assess soil erosion under different tillage practices: A methodological case study

Sara Cucchiaro, Laura Carretta, Paolo Nasta, Federico Cazorzi, Roberta Masin, Nunzio Romano, Paolo Tarolli

31-03-2022

https://doi.org/10.4081/jae.2022.1279

1693

PDF: 782

Appendix: 204

HTML: 73
An intelligent system for detecting Mediterranean fruit fly [Medfly; Ceratitis capitata (Wiedemann)]

Yusuf Uzun, Mehmet Resit Tolun, Halil Tanyer Eyyuboglu, Filiz Sarı

30-06-2022

https://doi.org/10.4081/jae.2022.1381

3260

PDF: 918

HTML: 442
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

3333

PDF: 1102

HTML: 1874
Use of 3D scanning technique to determine tire deformation in static conditions

Weronika Ptak, Jarosław Czarnecki, Marek Brennensthul

31-03-2022

https://doi.org/10.4081/jae.2022.1221

1608

PDF: 666

HTML: 90
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

1052

PDF: 594

HTML: 105
Measurement of food colour in L*a*b* units from RGB digital image using least squares support vector machine regression

Roberto Romaniello, Alessandro Leone, Giorgio Peri

138-143

18-12-2015

https://doi.org/10.4081/jae.2015.482

4206

PDF: 1456

HTML: 4412
Zanthoxylum infructescence detection based on adaptive density clustering

Diwei Wu, Shaohua Zeng, Shuai Wang, Yanan Chen, Yidan Xu

26-03-2024

https://doi.org/10.4081/jae.2024.1568

2174

PDF: 411

SUPPLEMENTARY MATERIAL: 104

HTML: 19
Soil depth modelling using terrain analysis and satellite imagery: the case study of Qeshlaq mountainous watershed (Kurdistan, Iran)

Salahudin Zahedi, Kaka Shahedi, Mahmod Habibnejad Rawshan, Karim Solimani, Kourosh Dadkhah

167-174

14-09-2017

https://doi.org/10.4081/jae.2017.595

2533

PDF: 1047

HTML: 1202
Operational evaluation of an optical sensor for the automatic in-line estimation of total mixed ration fibre length and particle size in a mixing wagon

Massimo Brambilla, Andrea Lazzari, Simone Giovinazzo, Francesco Tangorra, Aldo Calcante, Carlo Bisaglia

04-03-2025

https://doi.org/10.4081/jae.2025.1730

932

PDF: 454

HTML: 34
Analysis of the effects of agricultural land use change on rural environment and landscape through historical cartography and GIS tools

Dina Statuto, Giuseppe Cillis, Pietro Picuno

28-39

08-03-2016

https://doi.org/10.4081/jae.2016.468

6601

PDF: 2436

HTML: 4546
A novel method for measurement of the angle of repose of granular seeds in discrete element methods

Xin Du, Cailing Liu, Changqing Liu, Qixin Sun, Shufa Chen

01-08-2023

https://doi.org/10.4081/jae.2023.1504

2102

PDF: 954

HTML: 228
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

1426

PDF: 590

HTML: 130
Understanding land use and land cover change in a prolonged conflict affected farming system: the case of Tuban district, Yemen

Molla Mekonnen Alemu, Hussein Gadain, Brigadier Libanda

15-11-2024

https://doi.org/10.4081/jae.2024.1635

1498

PDF: 718

HTML: 27
Comparison of measurement methods of the front velocity of small-scale debris flows

Francesco Bettella, Gian Battista Bischetti, Vincenzo D'Agostino, Simone Virginio Marai, Enrico Ferrari, Tamara Michelini

129-137

18-12-2015

https://doi.org/10.4081/jae.2015.472

2314

PDF: 921

HTML: 1092
Design and experimental study of bionic digging shovel based on vole’s front middle toe

Hanhao Wang, Yaoming Li, Ying Wu, Kuizhou Ji, Yanbin Liu

22-08-2025

https://doi.org/10.4081/jae.2025.1831

620

PDF: 545

HTML: 34
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

2021

PDF: 1055

HTML: 14
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

1750

PDF: 1018

HTML: 121
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

1024

PDF: 424

HTML: 27
Best practices in post-flood surveys: The study case of Pioverna torrent

Alessio Cislaghi, Gian Battista Bischetti

28-06-2022

https://doi.org/10.4081/jae.2022.1312

3310

PDF: 807

HTML: 79
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

548

PDF: 147

HTML: 24
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

1697

PDF: 364

Supplementary: 111

HTML: 25
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

936

PDF: 464

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

1777

PDF: 723

HTML: 63
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

2086

PDF: 565

HTML: 81
Structural design and experimental tests on a model of tensegrity greenhouse prototype

Giacomo Scarascia-Mugnozza, Silvana Fuina, Sergio Castellano

30-09-2021

https://doi.org/10.4081/jae.2021.1189

1855

PDF: 984

HTML: 346
Hot foam and hot water for weed control: A comparison

Luisa Martelloni, Christian Frasconi, Mino Sportelli, Marco Fontanelli, Michele Raffaelli, Andrea Peruzzi

30-09-2021

https://doi.org/10.4081/jae.2021.1167

3937

PDF: 1188

HTML: 201
Design and effectiveness of an injection system for the application of liquid manure (slurry) to soil

Lale Ghanizadeh Hesar, Ahmet Ince, Kamil Ekinci, Huseyin Gucum

15-12-2025

https://doi.org/10.4081/jae.2025.1912

524

PDF: 276

HTML: 17
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

8538

PDF: 3642

Appendix: 242

HTML: 5500
Medium- and short-term channel and island evolution in a disturbed gravel bed river (Brenta River, Italy)

Johnny Moretto, Emanuel Rigon, Luca Mao, Lorenzo Picco, Fabio Delai, Mario Aristide Lenzi

e27

26-03-2013

https://doi.org/10.4081/jae.2012.e27

3452

PDF: 1000

HTML: 808
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

3238

PDF: 1225

HTML: 1702
Proposal of an integrated 3D architectural survey method for application in historic agri-food building analysis and representation

Salvatore Praticò, Raimondo Tripodi, Viviana Tirella, Salvatore Di Fazio, Francesco Barreca, Giuseppe Modica

04-04-2023

https://doi.org/10.4081/jae.2023.1521

2449

PDF: 938

HTML: 39
CLASSIFICATION OF CROP-SHELTER COVERAGE BY RGB AERIAL IMAGES: A COMPENDIUM OF EXPERIENCES AND FINDINGS

Claudia Arcidiacono, Simona M.C.Porto

1-11

30-09-2010

https://doi.org/10.4081/jae.2010.3.1

2222

PDF: 1024
Application of Computer Vision for quality control in frozen mixed berries production: colour calibration issues

D. Ricauda Aimonino, P. Gay, L. Comba

08-09-2013

https://doi.org/10.4081/jae.2013.296

1696

PDF: 689
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

779

PDF: 437

HTML: 16
Impact of a flexible irrigation reservation system on water savings in a surface irrigation district in northern Italy

Fabiola Gangi, Giorgio Scotti, Claudio Gandolfi, Daniele Masseroni

22-08-2025

https://doi.org/10.4081/jae.2025.1694

491

PDF: 286

Supplementary: 80

HTML: 10
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

1044

PDF: 652

HTML: 35
Monitoring and multi-scenario simulation of agricultural land changes using Landsat imageries and future land use simulation model on coastal of Alanya

Melis Inalpulat

31-10-2023

https://doi.org/10.4081/jae.2024.1548

2029

PDF: 733

HTML: 15
Characteristics and distribution of trulli constructions in the area of the site of community importance Murgia of Trulli

Giuseppe Ruggiero, Stefano Dal Sasso, Rosa Viviana Loisi, Giuseppe Verdiani

e13

10-10-2013

https://doi.org/10.4081/jae.2013.e13

4587

PDF: 1270

HTML: 2473
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

1744

PDF: 739

S1: 321

S2: 394

S3: 287

HTML: 86
COMPARING COMMERCIAL OPTICAL SENSORS FOR CROP MONITORING TASKS IN PRECISION VITICULTURE

Fabrizio Mazzetto, Aldo Calcante, Aira Mena

11-18

31-03-2009

https://doi.org/10.4081/jae.2009.1.11

2033

PDF: 1479
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

1845

PDF: 606

Appendix: 163

HTML: 16
Adaptive simulation of the impact of changes in land use on water resources in the lower Aswa basin

Martine Nyeko, Guido D'Urso, Walter W. Immerzeel

e24

26-03-2013

https://doi.org/10.4081/jae.2012.e24

3681

PDF: 1061

HTML: 744
Optimisation of hot-water application technology for the control of broad-leaved dock (Rumex obtusifolius)

Roy Latsch, Joachim Sauter

137-145

21-12-2014

https://doi.org/10.4081/jae.2014.239

3272

PDF: 1973

HTML: 1134
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

4350

PDF: 1343

HTML: 1473
Design and experiment of furrow side pick-up soil blade for wheat strip-till planter using the discrete element method

Lei Liu, Xianliang Wang, Xiaokang Zhong, Xiangcai Zhang, Yuanle Geng, Hua Zhou, Tao Chen

30-10-2023

https://doi.org/10.4081/jae.2023.1546

1461

PDF: 1059

HTML: 32
Effects of six primary tillage implements on energy inputs and residue cover in Central Italy

Roberto Fanigliulo, Marcello Biocca, Daniele Pochi

177-180

29-09-2016

https://doi.org/10.4081/jae.2016.519

3752

PDF: 1555

HTML: 1573
Theoretical analysis and experiment of seed-picking mechanism of belt high-speed seed-guiding device for corn

Chengcheng Ma, Shujuan Yi, Guixiang Tao, Yifei Li, Hanwu Liu

30-10-2023

https://doi.org/10.4081/jae.2023.1543

1464

PDF: 505

HTML: 52
Estimation of thermal conductivity of short pastry biscuit at different baking stages

Chiara Cevoli, Angelo Fabbri, Simone Virginio Marai, Enrico Ferrari, Adriano Guarnieri

64-69

02-10-2014

https://doi.org/10.4081/jae.2014.232

3333

PDF: 1098

HTML: 1399
Ray-tracing method for fields of view simulation in agricultural and forestry vehicles

Lorenzo Landi, Luca Burattini, Maurizio Cutini, Leonardo Vita, Luca Landi

04-03-2025

https://doi.org/10.4081/jae.2025.1697

853

PDF: 1072

HTML: 46
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

3126

PDF: 1258

HTML: 2884
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

2162

PDF: 947

HTML: 130
An active-optical reflectance sensor in-field testing for the prediction of winter wheat harvest metrics

Marko Milan Kostić, Nataša Ljubičić, Vladimir Aćin, Milan Mirosavljević, Maša Budjen, Miloš Rajković, Nebojša Dedović

16-02-2024

https://doi.org/10.4081/jae.2024.1559

1304

PDF: 488

SUPPLEMENTARY MATERIAL: 133

HTML: 13
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

4200

PDF: 1399

HTML: 626
Real-time assessment of plant photosynthetic pigment contents with an artificial intelligence approach in a mobile application

Kestrilia Rega Prilianti, Syaiful Anam, Tatas Hardo Panintingjati Brotosudarmo, Agus Suryanto

220-228

21-12-2020

https://doi.org/10.4081/jae.2020.1082

3193

PDF: 1104

HTML: 260
Testing mechanical characteristics of chestnut stakes used in bed sills for stream restoration

Salvatore Benfratello, Costanza Di Stefano, Vito Ferro, Luigi Palizzolo

161-166

14-09-2017

https://doi.org/10.4081/jae.2017.655

1994

PDF: 895

HTML: 120
Working speed optimization of the fully automated vegetable seedling transplanter

Bhola Paudel, Jayanta Kumar Basak, Seong Woo Jeon, Gun Ho Lee, Nibas Chandra Deb, Sijan Karki, Hyeon Tae Kim

26-03-2024

https://doi.org/10.4081/jae.2024.1569

1351

PDF: 867

HTML: 86
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

2533

PDF: 1229

HTML: 420

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