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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

2848

PDF: 672

HTML: 69
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

1167

PDF: 593

HTML: 24
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

1835

PDF: 1109

HTML: 128
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

3227

PDF: 1277

HTML: 933
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

1578

PDF: 686

HTML: 235
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

715

PDF: 283

HTML: 37
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

2060

PDF: 467

Supplementary: 128

HTML: 32
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

1406

PDF: 554

SUPPLEMENTARY MATERIAL: 142

HTML: 18
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

3420

PDF: 908

HTML: 108
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

952

PDF: 579

HTML: 21
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

2309

PDF: 994

HTML: 136
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

8056

PDF: 2816

HTML: 752
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

3415

PDF: 1163

HTML: 1881
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

2470

PDF: 601

HTML: 60
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

635

PDF: 711

HTML: 25
Evaluation of cropping calendar adherence on an irrigated lowland rice production area using remote sensing-derived aboveground biomass production

Alvin John B. Felipe, Ronaldo B. Saludes, Rubenito M. Lampayan, Patrick Lemuel P. Relativo

03-04-2026

https://doi.org/10.4081/jae.2026.1826

686

PDF: 270

HTML: 57
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

3753

PDF: 1287

HTML: 278
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

2639

PDF: 1285

HTML: 134
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

691

PDF: 805

HTML: 15
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

2229

PDF: 790

HTML: 19
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

3409

PDF: 1050

HTML: 847
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

1677

PDF: 770

HTML: 37
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

1173

PDF: 528

HTML: 30
A wireless telecommunications network for real-time monitoring of greenhouse microclimate

Giuliano Vox, Pierfrancesco Losito, Fabio Valente, Rinaldo Consoletti, Giacomo Scarascia-Mugnozza, Evelia Schettini, Cristoforo Marzocca, Francesco Corsi

70-79

02-10-2014

https://doi.org/10.4081/jae.2014.237

3365

PDF: 1194

HTML: 2118
Detecting bacterial pustules on soybean plants by hyperspectral imaging

Eun Li Kim, Chan Seok Ryu, Ye Seong Kang

25-02-2026

https://doi.org/10.4081/jae.2026.1941

625

PDF: 349

HTML: 53
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

2487

PDF: 1133

HTML: 20
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

1180

PDF: 611

HTML: 55
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

2626

PDF: 1094

HTML: 1209
3D modeling and volume measurement of bulk grains stored in large warehouses using bi-temporal multi-site terrestrial laser scanning data

Xingbo Hu, Tian Xia, Leidong Yang, Fangming Wu, Ying Fan, Yinghong Tian

23-01-2024

https://doi.org/10.4081/jae.2024.1555

2091

PDF: 864

HTML: 309
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

6707

PDF: 2542

HTML: 4565
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

1205

PDF: 808

HTML: 47
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

1804

PDF: 849

Appendix: 214

HTML: 90
Satellite remote sensing for monitoring citrus orchards water requirements at the irrigation district scale

Giuseppe Longo-Minnolo, Alessandro D’Emilio, Juan Miguel Ramírez-Cuesta, Daniela Vanella, Serena Guarrera, Giacoma Manerchia Maserà, Simona Consoli

31-10-2024

https://doi.org/10.4081/jae.2024.1623

1472

PDF: 754

HTML: 140
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

2104

PDF: 1526
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

947

PDF: 419

HTML: 24
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

3104

PDF: 883

HTML: 260
Design and experiment of a self-propelled target spraying machine for walnut orchards based on infrared laser sensing

Peng Yan, Liangqing Li, Kui Liu, Lina Ma, Wangyuan Zong, Chengming Luo, Yangjie Xu

08-09-2025

https://doi.org/10.4081/jae.2025.1775

476

PDF: 288

HTML: 34
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

1312

PDF: 645

HTML: 52
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

970

PDF: 329

HTML: 38
The evolution of a mountain road network from its original use during the First World War to meeting todayâ€™s forestry needs: current management

Raffaele Cavalli, Stefano Grigolato, Marco Pellegrini

e19

18-12-2012

https://doi.org/10.4081/jae.2012.e19

2855

PDF: 807

HTML: 308
REMOTE SENSING AND SURFACE ENERGY FLUX MODELS TO DERIVE EVAPOTRANSPIRATION AND CROP COEFFICIENT

Salvatore Barbagallo, Giuseppe Luigi Cirelli, Simona Consoli, Vincenzo Tamburino, Attilio Toscano

29-36

30-06-2008

https://doi.org/10.4081/jae.2008.2.29

2014

PDF: 973
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

835

PDF: 129

HTML: 18
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

2262

PDF: 1085

HTML: 201
Optical sensing for stream flow observations: A review

Flavia Tauro, Andrea Petroselli, Salvatore Grimaldi

199-206

27-04-2018

https://doi.org/10.4081/jae.2018.836

2590

PDF: 1588

HTML: 140
Riparian vegetation as a marker for bankfull and management discharge evaluation: The case study of Rio Torbido river basin (central Italy)

Ciro Apollonio, Andrea Petroselli, Paolo Cornelini, Vito Manzari, Federico Preti, Salvatore Grimaldi

28-06-2021

https://doi.org/10.4081/jae.2021.1140

1778

PDF: 989

HTML: 20
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

3399

PDF: 1481

HTML: 194
STIMA DELLâ€™EVAPOTRASPIRAZIONE EFFETTIVA MEDIANTE TELERILEVAMENTO AEREO IPERSPETTRALE

Giuseppe Ciraolo, Mario Minacapilli, Maurizio Sciortino

49-60

30-06-2007

https://doi.org/10.4081/jae.2007.2.49

1857

PDF: 1548
Evaluation of the morphological quality index in the Cordevole river (Bl, Italy)

Emanuel Rigon, Johnny Moretto, Riccardo Rainato, Mario Aristide Lenzi, Andrea Zorzi

e15

18-12-2013

https://doi.org/10.4081/jae.2013.e15

4528

PDF: 1482

HTML: 1757
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

1312

PDF: 407

HTML: 69
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

1810

PDF: 1112

HTML: 34
Multi-class segmentation of navel orange surface defects based on improved DeepLabv3+

Yun Zhu, Shuwen Liu, Xiaojun Wu, Lianfeng Gao, Youyun Xu

20-02-2024

https://doi.org/10.4081/jae.2024.1564

1578

PDF: 639

HTML: 77
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

1084

PDF: 465

HTML: 31
Kernel density estimation analyses based on a low power-global positioning system for monitoring environmental issues of grazing cattle

Simona M.C. Porto, Giulia Castagnolo, Francesca Valenti, Giovanni Cascone

25-03-2022

https://doi.org/10.4081/jae.2021.1323

2242

PDF: 1081

HTML: 113
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

1667

PDF: 652

Supplementary: 107

HTML: 33
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

765

PDF: 847

HTML: 46
Different irrigation regimes influence soil salt ion and soil nutrient status in Lycium ruthenicum cultivation

Rong Hui, Huijuan Tan, Xinrong Li

18-04-2025

https://doi.org/10.4081/jae.2025.1815

748

PDF: 467

HTML: 87
Effectiveness of alternative management scenarios on the sediment load in a Mediterranean agricultural watershed

Ossama M. M. Abdelwahab, Ronald L. Bingner, Fabio Milillo, Francesco Gentile

125-136

05-11-2014

https://doi.org/10.4081/jae.2014.430

3754

PDF: 1384

HTML: 1344
Soil electrical conductivity estimated by time domain reflectometry and electromagnetic induction sensors: Accounting for the different sensor observation volumes

Ali Saeed, Alessandro Comegna, Giovanna Dragonetti, Nicola Lamaddalena, Angelo Sommella, Antonio Coppola

223-234

04-12-2017

https://doi.org/10.4081/jae.2017.716

2488

PDF: 994

Appendix: 687

HTML: 245
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

4342

PDF: 1516

HTML: 4432
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

811

PDF: 596

HTML: 44
Hydrologic performance assessment of nature-based solutions: a case study in North-eastern Italy

Tommaso Baggio, Francesco Bettella, Lucia Bortolini, Vincenzo d'Agostino

02-02-2023

https://doi.org/10.4081/jae.2023.1485

2876

PDF: 842

Appendix: 174

HTML: 59
Shallow landslide susceptibility assessment in a data-poor region of Guatemala (Comitancillo municipality)

Federico Preti, Tommaso Letterio

85-94

01-10-2015

https://doi.org/10.4081/jae.2015.450

2559

PDF: 902

HTML: 1734
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

1563

PDF: 688

HTML: 53
Analysis of the flooding event of October 22-23, 2005 in a small basin in the province of Bari (Southern Italy)

Tiziana Bisantino, Vincenzo Pizzo, Maurizio Polemio, Francesco Gentile

197-204

15-12-2016

https://doi.org/10.4081/jae.2016.531

2577

PDF: 1322

HTML: 738
Potential biogas production from agricultural by-products in Sicily. A case study of citrus pulp and olive pomace

Francesca Valenti, Simona M.C. Porto, Giovanni Cascone, Claudia Arcidiacono

196-202

13-07-2017

https://doi.org/10.4081/jae.2017.727

3154

PDF: 1321

HTML: 305
Application, validation and comparison in different geographical contexts of an integrated model for the design of ecological networks

Carmelo Riccardo Fichera, Luigi Laudari, Giuseppe Modica

52-61

30-06-2015

https://doi.org/10.4081/jae.2015.459

2988

PDF: 1401

HTML: 1310
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

1198

PDF: 775

HTML: 23
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

6485

PDF: 2018

HTML: 396
Vernacular farm buildings in landscape planning: a typological analysis in a southern Italian region

Pietro Picuno

e20

18-12-2012

https://doi.org/10.4081/jae.2012.e20

3841

PDF: 1361

HTML: 1915
Assessing, measuring and modelling erosion in calanchi areas: a review

Nathalie Almaru Caraballo-Arias, Vito Ferro

181-190

15-12-2016

https://doi.org/10.4081/jae.2016.573

2352

PDF: 1552

HTML: 1333
Terraced landscapes: risk and liability

Gabriele Delogu, Lorenzo Boccia, Giuseppina Mari

04-11-2024

https://doi.org/10.4081/jae.2024.1618

1552

PDF: 608

HTML: 159
Using a terrestrial laser scanner to detect wood characteristics in gravel-bed rivers

Alessia Tonon, Lorenzo Picco, Diego Ravazzolo, Mario Aristide Lenzi

161-167

21-12-2014

https://doi.org/10.4081/jae.2014.431

3001

PDF: 1108

HTML: 538
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

1392

PDF: 455

HTML: 56
Thermo-mechanical response of rigid plastic laminates for greenhouse covering

Silvana Fuina, Giuseppe C. Marano, Giuseppe Puglisi, Domenico De Tommasi, Giacomo Scarascia-Mugnozza

157-163

29-09-2016

https://doi.org/10.4081/jae.2016.549

81478

PDF: 1287

HTML: 566
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

1364

PDF: 603

Appendix: 191

HTML: 78
Exploiting soil spectroscopy in the VNIR-SWIR range to estimate soil organic carbon stock: what role can sampling density and spacing play?

Caterina Mazzitelli, Nunzio Romano, Eyal Ben-Dor, Lis Wollesen de Jonge, Cecilie Hermansen, Paolo Nasta

23-06-2026

https://doi.org/10.4081/jae.2026.1995

179

PDF: 131
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

792

PDF: 774

HTML: 35

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