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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

1417

Downloads: 906

HTML: 70
Analysis of climate change impacts on dependable flow in Lasang River watershed using the SWAT model

Grace O. Tulang, Victor B. Ella

04-06-2026

https://doi.org/10.4081/jae.2026.2129

822

Downloads: 296

HTML: 14
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
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

974

Downloads: 457

HTML: 45
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
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

1319

Downloads: 587

HTML: 33
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

8799

Downloads: 3116

HTML: 875
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

1140

Downloads: 267

HTML: 31
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

1394

Downloads: 685

HTML: 57
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

4666

Downloads: 1734

HTML: 272
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

1766

Downloads: 698

HTML: 168
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

1328

Downloads: 608

HTML: 45
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

6117

Downloads: 2274

HTML: 1974
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

3026

Downloads: 1017

HTML: 885
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

1203

Downloads: 658

HTML: 72
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

3299

Downloads: 1641

HTML: 724
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
Fatigue life evaluation and research trend in agricultural machinery: a review

Jeong-Hun Kim, Kwang-Mo Kim, Jeong-Gil Kim, Ju-Seok Nam

17-06-2026

https://doi.org/10.4081/jae.2026.1928

835

Downloads: 222

HTML: 39
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

9278

Downloads: 4399

HTML: 5992
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

2304

Downloads: 1075

HTML: 108
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

2376

Downloads: 1146

HTML: 106
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

1143

Downloads: 648

HTML: 192
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

1295

Downloads: 823

HTML: 41
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

2063

Downloads: 892

HTML: 52
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

932

Downloads: 855

HTML: 42
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

1613

Downloads: 819
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

2355

Downloads: 635

HTML: 25
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
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
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

1538

Downloads: 494

HTML: 66

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