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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

  2588

  PDF: 924

  HTML: 293
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  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

  6229

  PDF: 2945

  Appendix: 335

  HTML: 4351
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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

  437

  PDF: 215

  HTML: 21
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  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

  901

  PDF: 468

  HTML: 49
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  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

  623

  PDF: 209

  HTML: 12
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  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

  881

  PDF: 149

  Supplementary: 35

  HTML: 6
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  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

  201

  PDF: 88

  HTML: 1
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  Key technology of crop precision sowing based on the vision principle

  Bing Li, Jiyun Li

  25-08-2022

  https://doi.org/10.4081/jae.2022.1453

  2002

  PDF: 440

  HTML: 47
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  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

  716

  PDF: 370

  HTML: 37

• 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

  1819

  PDF: 304

  SUPPLEMENTARY MATERIAL: 57

  HTML: 13
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  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

  451

  PDF: 194

  HTML: 13
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  Cassava stalk detection for a cassava harvesting robot based on YOLO v4 and Mask R-CNN

  Thanaporn Singhpoo, Khwantri Saengprachatanarug, Seree Wongpichet, Jetsada Posom, Kanda Runapongsa Saikaew

  01-08-2023

  https://doi.org/10.4081/jae.2023.1301

  1514

  PDF: 625

  HTML: 108
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  Analysis of irrigation system performance based on an integrated approach with Sentinel-2 satellite images

  Meriem Er-Rami, Guido D'Urso, Nicola Lamaddalena, Daniela D'Agostino, Oscar Rosario Belfiore

  28-06-2021

  https://doi.org/10.4081/jae.2021.1170

  3089

  PDF: 1057

  HTML: 114
• 

  Modelling the impacts of water harvesting and climate change on rainfed maize yields in Senegal

  Andrea Setti, Giulio Castelli, Lorenzo Villani, Roberto Ferrise, Elena Bresci

  16-06-2023

  https://doi.org/10.4081/jae.2023.1524

  2209

  PDF: 741

  HTML: 131
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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

  401

  PDF: 263

  HTML: 3
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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

  479

  PDF: 281

  HTML: 10
• 

  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

  2433

  PDF: 690

  HTML: 369
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  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

  1649

  PDF: 763

  HTML: 81

• 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

  1140

  PDF: 398

  HTML: 7
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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

  3034

  PDF: 1244

  HTML: 140
• 

  Development of a combined harvester navigation control system based on visual simultaneous localization and mapping-inertial guidance fusion

  Fuhao Zhu, Jin Chen, Zhuohuai Guan, Yahui Zhu, Hao Shi, Kai Cheng

  08-05-2024

  https://doi.org/10.4081/jae.2024.1583

  623

  PDF: 375

  HTML: 9
• 

  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

  1166

  PDF: 619

  HTML: 39
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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

  745

  PDF: 413

  HTML: 9
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  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

  309

  PDF: 178

  HTML: 2
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  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

  1612

  PDF: 781

  HTML: 52
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  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

  1247

  PDF: 655

  HTML: 68
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  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

  548

  PDF: 259

  HTML: 8

• 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

  1320

  PDF: 413

  APPENDIX: 86

  HTML: 12
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  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

  1329

  PDF: 578

  Appendix: 157

  HTML: 54

• 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

  939

  PDF: 333

  SUPPLEMENTARY MATERIAL: 70

  HTML: 4
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  Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation

  Shuofeng Weng, Chaochun Yuan, Youguo He, Jie Shen, Lizhang Xu, Zhihao Zhu, Qiuye Yu, Xiaowei Yang

  14-07-2025

  https://doi.org/10.4081/jae.2025.1819

  749

  PDF: 288

  Appendix: 87

  HTML: 7
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  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

  207

  PDF: 112

  HTML: 3
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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

  692

  PDF: 263

  HTML: 26
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  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

  984

  PDF: 788

  HTML: 6
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  GPPK4PCM: pest classification model integrating growth period prior knowledge

  Jianhua Zheng, Junde Lu, Yusha Fu, Ruolin Zhao, Jinfang Liu, Zhaoxi Luo, Zhijie Luo

  18-07-2025

  https://doi.org/10.4081/jae.2025.1814

  134

  PDF: 67

  HTML: 1

• 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

  1178

  PDF: 541

  HTML: 34
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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

  552

  PDF: 89

  HTML: 2
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  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

  872

  PDF: 446

  HTML: 13
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  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

  2824

  PDF: 1036

  HTML: 1659

• 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

  788

  PDF: 381

  HTML: 7

• Selective spraying of grapevine’s diseases by a modular agricultural robot

  R. Oberti, M. Marchi, P. Tirelli, A. Calcante, M. Iriti, M. Hočevar, J. Baur, J. Pfaff, C. Schütz, H. Ulbrich

  08-09-2013

  https://doi.org/10.4081/jae.2013.271

  1630

  PDF: 942
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  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

  275

  PDF: 298

  HTML: 16
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  Present and future of the numerical methods in buildings and infrastructures areas of biosystems engineering

  Francisco Ayuga

  1-12

  21-04-2015

  https://doi.org/10.4081/jae.2015.436

  3315

  PDF: 1912

  HTML: 2996
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  Design and experiments of an automatic pipe winding machine

  Yanmei Meng, Tingting Zhang, Jin Wei, Jinlai Zhang, Xulei Zhai

  01-08-2023

  https://doi.org/10.4081/jae.2023.1429

  1853

  PDF: 767

  HTML: 160
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  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

  940

  PDF: 369

  HTML: 15
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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

  1061

  PDF: 412

  HTML: 11
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  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

  2017

  PDF: 636

  HTML: 18
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  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

  2082

  PDF: 828

  HTML: 1073
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  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

  734

  PDF: 404

  HTML: 13

• 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

  1557

  PDF: 1003

  HTML: 55
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  Evaluation of ammonia emissions from filtration of digestate used for fertigation

  Celeste Righi Ricco, Alberto Finzi, Viviana Guido, Elisabetta Riva, Omar Ferrari, Giorgio Provolo

  30-09-2021

  https://doi.org/10.4081/jae.2021.1187

  1713

  PDF: 684

  HTML: 39
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  Exploring the feasibility of near-infrared spectroscopy in analyzing and predicting the chemical and biochemical changes of chitin-amended soils

  Ken Abamba Omwange, Ana Chen, Renfu Lu, Carly Daiek, Julie Celini, Yan Liu

  03-02-2025

  https://doi.org/10.4081/jae.2025.1710

  390

  PDF: 209

  HTML: 10
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  Calibration and experiments of discrete element flexible model parameters for kiwifruit stalk

  Zhi He, Xinting Ding, Wei Hao, Kai Li, Weixin Gong, Zixu Li, Yongjie Cui

  02-12-2024

  https://doi.org/10.4081/jae.2024.1640

  581

  PDF: 270

  HTML: 20
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  Predicting plot soil loss by empirical and process-oriented approaches. A review

  Vincenzo Bagarello, Vito Ferro, Dennis Flanagan

  1-18

  05-04-2018

  https://doi.org/10.4081/jae.2018.710

  1980

  PDF: 1242

  HTML: 470
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  A review of the discrete element method/modelling in agricultural engineering

  Qing Guo, Huihuang Xia

  04-08-2023

  https://doi.org/10.4081/jae.2023.1534

  1995

  PDF: 919

  HTML: 42
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  Evaluation of the characteristics of vineyard pruning residues for energy applications: effect of different copper-based treatments

  Daniele Duca, Giuseppe Toscano, Andrea Pizzi, Giorgio Rossini, Sara Fabrizi, Giulia Lucesoli, Andrea Servili, Valeria Mancini, Gianfranco Romanazzi, Chiara Mengarelli

  22-27

  08-03-2016

  https://doi.org/10.4081/jae.2016.497

  3093

  PDF: 1386

  HTML: 2087
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  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

  586

  PDF: 281

  HTML: 21
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  Soil compaction in Northern Italian vineyards: challenges and mitigation strategies

  Domenico Pessina, Valeria Tadini, Lavinia Eleonora Galli

  13-02-2025

  https://doi.org/10.4081/jae.2025.1729

  387

  PDF: 191

  HTML: 19
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  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

  1437

  PDF: 732

  HTML: 246
• 

  Experimental and numerical investigations of the impacts of separating board and anti-blocking mechanism on maize seeding

  Fang Huimin, Niu Mengmeng, Zhu Zhengbo, Zhang Qingyi

  31-03-2022

  https://doi.org/10.4081/jae.2022.1273

  1096

  PDF: 580

  HTML: 61
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  Development and performance evaluation of an oil palm harvesting robot for the elimination of ergonomic risks associated with oil palm harvesting

  Ayodeji Nathaniel Oyedeji, Umar Ali Umar, Laminu Shettima Kuburi, Albright Abu Edet, Yau Mukhtar

  09-09-2022

  https://doi.org/10.4081/jae.2022.1388

  1816

  PDF: 1001

  HTML: 499
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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

  1776

  PDF: 827

  HTML: 32

• IMPROVING PER-PIXEL CLASSIFICATION OF CROP-SHELTER COVERAGE BY TEXTURE ANALYSES OF HIGH-RESOLUTION SATELLITE PANCHROMATIC IMAGES

  Claudia Arcidiacono, Simona M.C. Porto

  9-16

  22-06-2012

  https://doi.org/10.4081/jae.2011.4.9

  1392

  PDF: 824
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  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

  6689

  PDF: 2798

  Appendix: 181

  HTML: 4417
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  Design and test of an efficient seedling pick-up device with a combination of air jet ejection and mechanical action

  Luhua Han, Haorui Ma, Menghan Mo, Francis Kumi, Jianping Hu, Hanping Mao

  16-04-2024

  https://doi.org/10.4081/jae.2024.1575

  724

  PDF: 424

  HTML: 27
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  Modelling and verification of sesame seed particles using the discrete element method

  Noureldin Sharaby, Artyom Doroshenko, Andrey Butovchenko

  28-06-2022

  https://doi.org/10.4081/jae.2022.1286

  16470

  PDF: 728

  HTML: 108
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  The influence of branch inclination angles on the dynamic response of the olive tree to trunk shaking

  Pedro Sanchez-Cachinero, Fernando Aragon-Rodriguez, Sergio Tombesi, Rafael R. Sola-Guirado

  24-06-2025

  https://doi.org/10.4081/jae.2025.1670

  745

  PDF: 164

  HTML: 5
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  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

  6164

  PDF: 2210

  HTML: 4487
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  Statistical assessment of vegetation dynamics within protected areas using remote sensing data

  Maria Elena Menconi, David Grohmann

  e5

  14-06-2013

  https://doi.org/10.4081/jae.2013.e5

  3065

  PDF: 885

  HTML: 835
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  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

  2890

  PDF: 1822

  HTML: 1119