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  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

  856

  PDF: 537

  HTML: 33
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  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

  5796

  PDF: 1818

  HTML: 539
• 

  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

  1366

  PDF: 394

  HTML: 20

• Apple recognition and picking sequence planning for harvesting robot in a complex environment

  Wei Ji, Tong Zhang, Bo Xu, Guozhi He

  31-10-2023

  https://doi.org/10.4081/jae.2024.1549

  1985

  PDF: 860

  SUPPLEMENTARY MATERIAL: 109

  HTML: 44
• 

  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

  1355

  PDF: 445

  Supplementary: 88

  HTML: 26
• 

  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

  790

  PDF: 397

  HTML: 16
• 

  Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions

  Carlos Alejandro Perez Garcia, Dafni Despoina Avgoustaki, Enrica Santolini, Daniele Torreggiani, Thomas Bartzanas, Patrizia Tassinari, Marco Bovo

  25-07-2025

  https://doi.org/10.4081/jae.2025.1793

  936

  PDF: 314

  HTML: 19
• 

  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

  2019

  PDF: 941

  HTML: 136
• 

  Automatic sheep counting method and experimental study based on mask R-CNN

  YiKun Fan, Ting Li, Hao Lian, HuiLin Jiang, Wenqian Yang, Peng Zhou, Meian Li

  12-09-2025

  https://doi.org/10.4081/jae.2025.1614

  1054

  PDF: 295

  HTML: 44
• 

  Sheep pose estimation via image analysis and body measurements derived from key points

  Cafer Tayyar Bati

  28-08-2025

  https://doi.org/10.4081/jae.2025.1719

  1155

  PDF: 407

  HTML: 64
• 

  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

  3149

  PDF: 1179

  HTML: 1689
• 

  Acoustic feature analysis of normal and abnormal calls of white-feathered broilers

  Bowen Sun, Xiangchao Kong, Xingkai Peng, Changxi Chen, Wanchao Zhang, Guangyu Zhao, Yongmin Guo, Kaisi Yang

  18-12-2025

  https://doi.org/10.4081/jae.2025.1684

  324

  PDF: 294

  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

  1036

  PDF: 402

  HTML: 50
• 

  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

  1649

  PDF: 939

  HTML: 109
• 

  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

  1551

  PDF: 391

  HTML: 18
• 

  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

  1955

  PDF: 930

  HTML: 61
• 

  Biomimetic tool design improves tillage efficiency, seedbed quality, and straw incorporation during rototilling in conservation farming

  Ian Torotwa, Qishuo Ding, Emmanuel Awuah, Ruiyin He

  16-03-2023

  https://doi.org/10.4081/jae.2023.1327

  1787

  PDF: 924

  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

  1337

  PDF: 700

  HTML: 24
• 

  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

  6683

  PDF: 3178

  Appendix: 397

  HTML: 4383
• 

  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

  670

  PDF: 377

  HTML: 15
• 

  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

  864

  PDF: 406

  HTML: 29
• 

  Agricultural mechanization perspective in Pakistan: present challenges and digital future

  Gohar Gulshan Mahmood, Sandro Liberatori, Fabrizio Mazzetto

  04-04-2025

  https://doi.org/10.4081/jae.2025.1636

  1863

  PDF: 1148

  Supplementary: 124

  HTML: 268
• 

  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

  1088

  PDF: 525

  HTML: 25
• 

  Comparative analysis of soil-sampling methods used in precision agriculture

  José Roberto Moreira Ribeiro Gonçalves, Gabriel Araújo e Silva Ferraz, Étore Francisco Reynaldo, Diego Bedin Marin, Patrícia Ferreira Ponciano Ferraz, Manuel Pérez-Ruiz, Giuseppe Rossi, Marco Vieri, Daniele Sarri

  25-01-2021

  https://doi.org/10.4081/jae.2021.1117

  5970

  PDF: 1908

  HTML: 350

• 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

  1882

  PDF: 895

  HTML: 95
• 

  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

  3201

  PDF: 1938

  HTML: 1129

• 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

  1455

  PDF: 558

  HTML: 19
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  3D numerical modelling of temperature and humidity index distribution in livestock structures: a cattle-barn case study

  Carlos Alejandro Perez Garcia, Marco Bovo, Daniele Torreggiani, Patrizia Tassinari, Stefano Benni

  12-05-2023

  https://doi.org/10.4081/jae.2023.1522

  2017

  PDF: 765

  HTML: 95
• 

  E-nose: a low-cost fruit ripeness monitoring system

  Pankaj Tyagi, Rahul Semwal, Anju Sharma, Uma Shanker Tiwary, Pritish Varadwaj

  03-11-2022

  https://doi.org/10.4081/jae.2022.1389

  5259

  PDF: 1765

  HTML: 1359
• 

  Precision monitoring of dry dairy cows herd: effects of environmental conditions, grazing availability and social network behavior

  Eliseo Roma, Lorenzo Leso, Santo Orlando, Mariangela Vallone, Matteo Barbari

  23-01-2026

  https://doi.org/10.4081/jae.2025.1897

  357

  PDF: 254

  Supplementary: 53

  HTML: 15
• 

  Energy consumption evaluation of soil tillage operation using non-linear multibody tractor and plough models implemented in real-time simulator for different soils and speeds

  Michele Vignati, Federico Cheli, Federico Biraghi, Marco E. Pezzola, Claudio Maroni

  07-08-2025

  https://doi.org/10.4081/jae.2025.1722

  378

  PDF: 241

  HTML: 33
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  Assessing the effect of barns structures and environmental conditions in dairy cattle farms monitored in Northern Italy

  Daniela Lovarelli, Elisabetta Riva, Gabriele Mattachini, Marcella Guarino, Giorgio Provolo

  23-12-2021

  https://doi.org/10.4081/jae.2021.1229

  2185

  PDF: 994

  HTML: 78
• 

  Handheld sensing system for data-driven irrigation management in olive orchards

  Eliseo Roma, Francisco Rovira-Más, Pietro Catania

  05-09-2025

  https://doi.org/10.4081/jae.2025.1960

  416

  PDF: 420

  HTML: 9
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  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

  1036

  PDF: 539

  HTML: 15
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  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

  1346

  PDF: 606

  HTML: 42

• 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

  1245

  PDF: 448

  SUPPLEMENTARY MATERIAL: 127

  HTML: 9
• 

  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

  944

  PDF: 401

  HTML: 26
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  Harvesting orchard pruning residues in southern Piedmont: a first evaluation of biomass production and harvest loss

  Marco Grella, Marco Manzone, Fabrizio Gioelli, Paolo Balsari

  e14

  18-12-2013

  https://doi.org/10.4081/jae.2013.e14

  4944

  PDF: 2102

  HTML: 1263

• The results of experimental research of a rotor seed-metering unit for sowing non-free-flowing seeds

  Shinar Ospanova, Mubarak Aduov, Sultan Kapov, Alexander Orlyansky, Kadirbek Volodya

  08-02-2024

  https://doi.org/10.4081/jae.2024.1556

  1925

  PDF: 562

  HTML: 109
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  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

  3070

  PDF: 860

  HTML: 410
• 

  Design and testing of a GPS/GSM collar prototype to combat cattle rustling

  Francesco M. Tangorra, Aldo Calcante, Stefano Nava, Gabriele Marchesi, Massimo Lazzari

  e10

  04-10-2013

  https://doi.org/10.4081/jae.2013.e10

  5240

  PDF: 1543

  HTML: 3215
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  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

  1280

  PDF: 506

  HTML: 78
• 

  Monitoring feeding behaviour of dairy cows using accelerometers

  Gabriele Mattachini, Elisabetta Riva, Francesca Perazzolo, Ezio Naldi, Giorgio Provolo

  54-58

  08-03-2016

  https://doi.org/10.4081/jae.2016.498

  5292

  PDF: 1969

  HTML: 1911
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  Study of the steering of a wide span vehicle controlled by a local positioning system

  Volodymyr Bulgakov, Simone Pascuzzi, Semjons Ivanovs, Volodymyr Kuvachov, Yulia Postol, Francesco Santoro, Viktor Melnyk

  30-09-2021

  https://doi.org/10.4081/jae.2021.1144

  1471

  PDF: 572

  HTML: 37
• 

  Noxious gases in rabbit housing systems: effects of cross and longitudinal ventilation

  Francesco da Borso, Alessandro Chiumenti, Marco Mezzadri, Francesco Teri

  222-229

  15-12-2016

  https://doi.org/10.4081/jae.2016.572

  2430

  PDF: 1036

  HTML: 956
• 

  Evaluation of the effects of different openers mounted on no-tillage planters on maize: a field study

  Marco Benetti, Franco Gasparini, Andrea Peruzzi, Luigi Sartori

  31-05-2024

  https://doi.org/10.4081/jae.2024.1586

  879

  PDF: 398

  HTML: 26
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  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

  366

  PDF: 193

  HTML: 12
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  Automatic travelling of agricultural support robot for a fruit farm. Verification of effectiveness of real-time kinematic-global navigation satellite system and developed a simulator for specification design

  Ren Hiraoka, Yuya Aoyagi, Kazuki Kobayashi

  02-02-2023

  https://doi.org/10.4081/jae.2023.1355

  2603

  PDF: 1030

  Appendix: 234

  HTML: 161
• 

  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

  929

  PDF: 424

  HTML: 17

• 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

  3144

  PDF: 418

  SUPPLEMENTARY MATERIAL: 114

  HTML: 25

• Satellite guidance systems in agriculture: experimental comparison between EZ-Steer/RTK and AUTOPILOT/EGNOS

  P. D'Antonio, C. D'Antonio, C. Evangelista, V. Doddato

  08-09-2013

  https://doi.org/10.4081/jae.2013.276

  1408

  PDF: 796

• Noise levels of a track-laying tractor during field operations in the vineyard

  Pietro Catania, Mariangela Vallone

  08-09-2013

  https://doi.org/10.4081/jae.2013.396

  1278

  PDF: 833
• 

  Modelling of agricultural land dynamics using artificial neural networks and geospatial analysis in Melur Taluk, Tamil Nadu, India

  Gowthaman M S, Murugasan R , Srinivasa Raju K, Makendran C

  21-07-2025

  https://doi.org/10.4081/jae.2025.1783

  529

  PDF: 491

  HTML: 11

• Analysis of poultry eating and drinking behavior by software eYeNamic

  A. De Montis, A. Pinna, M. Barra, E. Vranken

  08-09-2013

  https://doi.org/10.4081/jae.2013.275

  2791

  PDF: 1292
• 

  Design and test of wireless monitoring system based on expandable awning composite greenhouse

  Juhua Chen, Tingting Zhang, Xiaoyu Yan

  25-02-2025

  https://doi.org/10.4081/jae.2025.1751

  959

  PDF: 443

  HTML: 44

• An automatic system for the detection of dairy cows lying behaviour in free-stall barns

  Simona M.C. Porto, Claudia Arcidiacono, Umberto Anguzza, Andrea Giummarra, Giovanni Cascone

  08-09-2013

  https://doi.org/10.4081/jae.2013.273

  1919

  PDF: 931

• Harvesting of southern Piedmont’s orchards pruning residues: evaluations of biomass production and harvesting losses

  M. Grella, M. Manzone, F. Gioelli, P. Balsari

  08-09-2013

  https://doi.org/10.4081/jae.2013.350

  1235

  PDF: 687

• The RHEA-project robot for tree crops pesticide application

  Marco Vieri, Riccardo Lisci, Marco Rimediotti, Daniele Sarri

  08-09-2013

  https://doi.org/10.4081/jae.2013.313

  1784

  PDF: 899
• 

  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

  954

  PDF: 435

  HTML: 33
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  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

  770

  PDF: 432

  HTML: 24
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  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

  902

  PDF: 384

  HTML: 11
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  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

  669

  PDF: 503

  Supplementary: 87

  HTML: 46

• PRELIMINARY STUDY FOR THE IMPLEMENTATION OFAN IMAGE ANALYSIS ALGORITHM TO DETECT DAIRY COW PRESENCE AT THE FEED BARRIER

  Simona M.C. Porto, Claudia Arcidiacono, Giuseppe C. Guarnera, Giovanni Cascone

  17-24

  22-06-2012

  https://doi.org/10.4081/jae.2011.4.17

  1760

  PDF: 826

• ArduHydro: a low-cost device for water level measurement and monitoring

  Andrea Galli, Cosimo Peruzzi, Fabiola Gangi, Daniele Masseroni

  23-01-2024

  https://doi.org/10.4081/jae.2024.1554

  2529

  PDF: 1293

  HTML: 124
• 

  Report on the 41st International Symposium Actual Tasks on Agricultural Engineering, 19-22 February 2013, Opatija, Croatia

  Silvio Kosutic, Daniele De Wrachien

  26-03-2013

  https://doi.org/10.4081/jae.2013.notice1

  2530

  PDF: 900

  HTML: 190
• 

  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

  927

  PDF: 417

  HTML: 38
• 

  Report on the 45th International Symposium: Actual Tasks on Agricultural Engineering, 21st-24th February 2017, Opatija, Croatia

  Igor Kovacev, Daniele De Wrachien

  123-124

  01-06-2017

  https://doi.org/10.4081/jae.2017.732

  1804

  PDF: 778

  HTML: 890
• 

  Evaluation of microclimate in dairy farms using different model typologies in computational fluid dynamics analyses

  Enrica Santolini, Marco Bovo, Alberto Barbaresi, Daniele Torreggiani, Patrizia Tassinari

  09-07-2024

  https://doi.org/10.4081/jae.2024.1589

  1033

  PDF: 459

  HTML: 39
• 

  Prediction model of PTO shaft fatigue damage considering sandy loam and loam in rotary-tillage operation

  Moon-Kyeong Jang, Seung-Jun Kim, Young-Hoo Cho, Ju-Seok Nam

  24-01-2025

  https://doi.org/10.4081/jae.2025.1610

  1147

  PDF: 646

  HTML: 36
• 

  The early development of agricultural engineering disciplines in Italy

  Alessandro Santini

  04-09-2025

  https://doi.org/10.4081/jae.2025.1909

  321

  PDF: 511

  HTML: 25
• 

  Hazards assessment and technical actions due to the production of pressured hydrogen within a pilot photovoltaic-electrolyser-fuel cell power system for agricultural equipment

  Simone Pascuzzi, Ileana Blanco, Alexandros Sotirios Anifantis, Giacomo Scarascia-Mugnozza

  88-93

  10-06-2016

  https://doi.org/10.4081/jae.2016.507

  2956

  PDF: 1203

  HTML: 3078
• 

  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

  694

  PDF: 538

  HTML: 71
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  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

  2283

  PDF: 992

  HTML: 74