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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

  995

  PDF: 614

  HTML: 34
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  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

  843

  PDF: 378

  HTML: 11
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  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

  737

  PDF: 358

  HTML: 36
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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

  1921

  PDF: 503

  HTML: 26
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  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

  1000

  PDF: 358

  HTML: 22
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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

  6343

  PDF: 1996

  HTML: 602
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  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

  1088

  PDF: 485

  HTML: 40
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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

  4010

  PDF: 1548

  HTML: 206
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  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

  1486

  PDF: 520

  HTML: 135
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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

  974

  PDF: 430

  HTML: 17
• 

  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

  5407

  PDF: 1818

  HTML: 1401
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  Estimation of semolina dough rheological parameters by inversion of a finite elements model

  Angelo Fabbri, Chiara Cevoli

  95-99

  01-10-2015

  https://doi.org/10.4081/jae.2015.469

  2835

  PDF: 957

  HTML: 876
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  Structural design, modeling and simulation analysis of a cage broiler inspection robot

  Yongmin Guo, Xinwei Yu, Wanchao Zhang, Changxi Chen, Liji Yu

  07-04-2025

  https://doi.org/10.4081/jae.2025.1806

  834

  PDF: 515

  HTML: 33
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  Calibration and comparison of different CFD approaches for airflow analysis in a glass greenhouse

  Stefano Benni, Enrica Santolini, Alberto Barbaresi, Daniele Torreggiani, Patrizia Tassinari

  49-52

  17-02-2017

  https://doi.org/10.4081/jae.2017.568

  3131

  PDF: 1549

  HTML: 708
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  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

  1436

  PDF: 1019

  HTML: 23
• 

  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

  8433

  PDF: 3591

  Appendix: 239

  HTML: 5455
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  An efficient headland-turning navigation system for a safflower picking robot

  Guomin Gao, Hui Guo, Jing Zhang, Zhenguo Zhang, Tianlun Wu, Hao Lu, Zhaoxin Qiu, Haiyang Chen, Zhen Lingxuan

  11-10-2023

  https://doi.org/10.4081/jae.2023.1539

  1652

  PDF: 882

  HTML: 56
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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

  2075

  PDF: 793

  HTML: 97
• 

  A CFD simulation method for nozzle droplet deposition characteristics and corresponding experimental validation

  Jie Yan, Jianyu Wang, Chi Lv, Songlin Wang

  07-02-2025

  https://doi.org/10.4081/jae.2025.1708

  769

  PDF: 484

  HTML: 106
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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

  1078

  PDF: 652

  HTML: 16
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  Measurement of longwave radiative properties of energy-saving greenhouse screens

  Adeel Rafiq, Wook Ho Na, Adnan Rasheed, Jong Won Lee, Hyeon Tae Kim, Hyun Woo Lee

  30-09-2021

  https://doi.org/10.4081/jae.2021.1209

  1819

  PDF: 795

  HTML: 31
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  Optimization of multioutlet hydrant location and pressurized irrigation network layout using the GRASP metaheuristic

  César González-Pavón, Carmen Virginia Palau, Juan Manzano-Juárez, Santiago Guillem-Picó, Ibán Balbastre-Peralta

  05-08-2025

  https://doi.org/10.4081/jae.2025.1633

  569

  PDF: 562

  HTML: 22

• A neuro-fuzzy model to predict the inflow to the guardialfiera multipurpose dam (Southern Italy) at medium-long time scales

  L.F. Termite, F. Todisco, L. Vergni, F. Mannocchi

  08-09-2013

  https://doi.org/10.4081/jae.2013.400

  1470

  PDF: 727

• 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

  2156

  PDF: 404

  SUPPLEMENTARY MATERIAL: 103

  HTML: 18
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  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

  1477

  PDF: 634

  HTML: 22
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  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

  1758

  PDF: 708

  HTML: 61
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  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

  1267

  PDF: 397

  HTML: 50