Nombre de documents archivés : 89.
Bahrami, Hazhir
ORCID: https://orcid.org/0000-0003-1371-7337; Chokmani, Karem
ORCID: https://orcid.org/0000-0003-0018-0761; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Adamchuk, Viacheslav I.; Saifuzzaman, Md et Leduc, Maxime
(2025).
Alfalfa detection and stem count from proximal images using a combination of deep neural networks and machine learning.
Computers and Electronics in Agriculture
, vol. 232
.
p. 110115.
DOI: 10.1016/j.compag.2025.110115.
Hamed Alizadeh Moghaddam, Sayyed
ORCID: https://orcid.org/0000-0003-2992-4277; Gazor, Saeed
ORCID: https://orcid.org/0000-0003-4368-6682; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et Karami, Fahime
(2025).
Integrating Local and Global Features in a Convolutional Vision Transformer for Wetland Mapping.
IEEE Sensors Journal
, vol. 25
, nº 5.
pp. 8674-8683.
DOI: 10.1109/JSEN.2025.3529762.
Patridge, Pasha April; Quintal-Marineau, Magalie
ORCID: https://orcid.org/0000-0003-2763-8955; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Poulin, Jimmy; Risi, Lydia
ORCID: https://orcid.org/0000-0003-3710-7955; Marmette, Marie-Christine; Bernier, Monique
ORCID: https://orcid.org/0000-0002-7812-4965 et Gauthier, Yves
(2025).
Camera's at Marine Infrastructures in Nunavik (Caiman) / Caméras aux infrastructures Maritimes du Nunavik
[Vidéo]
Nouraki, Atefeh; Golabi, Mona; Albaji, Mohammad; Naseri, Abd Ali et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2025).
Estimation of surface soil moisture using the Thermal-Optical TRApezoid Model with Landsat-8 data.
Journal of Water and Irrigation Management
, vol. 14
, nº 4.
pp. 827-844.
DOI: 10.22059/JWIM.2024.376802.1163.
Shokri, Danesh
ORCID: https://orcid.org/0000-0003-3555-7645; Larouche, Christian
ORCID: https://orcid.org/0000-0002-6288-4169 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2025).
Real-Time Moving Vehicle Counting and Speed Estimation Toward Efficient Traffic Surveillance.
IEEE Access
, vol. 13
.
pp. 36687-36700.
DOI: 10.1109/ACCESS.2025.3540950.
Farhadiani, Ramin; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et Mahdianpari, Masoud
(2024).
Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data: Classification des cultures à l’aide de données multitemporelles radar à synthèse d’ouverture en mode polarimétrie compacte de la Mission de la Constellation RADARSAT.
Canadian Journal of Remote Sensing
, vol. 50
, nº 1.
p. 2384883.
DOI: 10.1080/07038992.2024.2384883.
Shahabi, Hejar; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Perret, Didier et Giroux, Bernard
ORCID: https://orcid.org/0000-0002-2042-2759
(2024).
Mapping Complex Landslide Scars Using Deep Learning and High-Resolution Topographic Derivatives from LiDAR Data in Quebec, Canada.
Canadian Journal of Remote Sensing
, vol. 50
, nº 1.
p. 2418087.
DOI: 10.1080/07038992.2024.2418087.
Khosravi, Younes; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et Ouarda, Taha B.M.J.
(2024).
Spatio-temporal evaluation of MODIS temperature vegetation dryness index in the Middle East.
Ecological Informatics
, vol. 84
.
p. 102894.
DOI: 10.1016/j.ecoinf.2024.102894.
Nouraki, Atefeh; Golabi, Mona; Albaji, Mohammad; Naseri, Abd Ali et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
Enhanced root zone soil moisture monitoring using multitemporal remote sensing data and machine learning techniques.
Remote Sensing Applications: Society and Environment
, vol. 36
.
p. 101354.
DOI: 10.1016/j.rsase.2024.101354.
Hosseiny, Benyamin; Zaboli, Mahdieh et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
Forest Change Mapping using Multi-Source Satellite SAR, Optical, and LiDAR Remote Sensing Data.
In: ISPRS TC IV Mid-term Symposium, 22–25 October 2024, Fremantle, Australia.
Farhadiani, Ramin et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
Evaluation of Polarimetric SAR Despeckling Methods for Crop Classification from RCM Compact Polarimetry Data.
In: Canadian Symposium on Remote Sensing (CSRS), 10-13 juin 2024, Halifax, Canada.
Kanani-Sadat, Yousef
ORCID: https://orcid.org/0000-0002-9215-5354; Safari, Abdolreza; Nasseri, Mohsen
ORCID: https://orcid.org/0000-0002-7584-7631 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
A novel explainable PSO-XGBoost model for regional flood frequency analysis at a national scale: Exploring spatial heterogeneity in flood drivers.
Journal of Hydrology
, vol. 638
.
p. 131493.
DOI: 10.1016/j.jhydrol.2024.131493.
Kariminejad, Narges; Shahabi, Hejar; Ghorbanzadeh, Omid
ORCID: https://orcid.org/0000-0002-9664-8770; Shafaie, Vahid; Hosseinalizadeh, Mohsen; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et Pourghasemi, Hamid Reza
(2024).
Evaluation of Various Deep Learning Algorithms for Landslide and Sinkhole Detection from UAV Imagery in a Semi-arid Environment.
Earth Systems and Environment
, vol. 8
, nº 4.
pp. 1387-1398.
DOI: 10.1007/s41748-024-00419-8.
Hamidi, Masoumeh; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza et Hasani, Hadiseh
(2024).
Deep learning based crop-type mapping using SAR and optical data fusion.
International Journal of Applied Earth Observation and Geoinformation
, vol. 129
.
p. 103860.
DOI: 10.1016/j.jag.2024.103860.
Bahrami, Hazhir
ORCID: https://orcid.org/0000-0003-1371-7337; Esmaeili, Pouya; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Pour, Amin Beiranvand
ORCID: https://orcid.org/0000-0001-8783-5120; Chokmani, Karem
ORCID: https://orcid.org/0000-0003-0018-0761 et Bahroudi, Abbas
(2024).
Machine Learning-Based Lithological Mapping from ASTER Remote-Sensing Imagery.
Minerals
, vol. 14
, nº 2.
p. 202.
DOI: 10.3390/min14020202.
Khosravi, Younes; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et St-Hilaire, André
ORCID: https://orcid.org/0000-0001-8443-5885
(2024).
An integrated dryness index based on geographically weighted regression and satellite earth observations.
Science of The Total Environment
, vol. 911
.
p. 168807.
DOI: 10.1016/j.scitotenv.2023.168807.
Alavi, Mohammad; Albaji, Mohammad
ORCID: https://orcid.org/0000-0002-5483-5834; Golabi, Mona; Ali Naseri, Abd et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
Estimation of sugarcane evapotranspiration from remote sensing and limited meteorological variables using machine learning models.
Journal of Hydrology
, vol. 629
.
p. 130605.
DOI: 10.1016/j.jhydrol.2023.130605.
Jafarzadeh, Hamid
ORCID: https://orcid.org/0000-0001-7785-1872; Verma, Abhinav
ORCID: https://orcid.org/0000-0002-8349-8697; Mahdianpari, Masoud
ORCID: https://orcid.org/0000-0002-7234-959X; Bhattacharya, Avik
ORCID: https://orcid.org/0000-0001-6720-6108 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
Enhanced Crop Discrimination and Monitoring Using Compact-Polarimetric SAR Signature Analysis From RADARSAT Constellation Mission.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
, vol. 17
.
pp. 6308-6327.
DOI: 10.1109/JSTARS.2024.3366883.
Sahraei, Roya
ORCID: https://orcid.org/0000-0003-0270-8208; Ghorbanian, Arsalan
ORCID: https://orcid.org/0000-0001-8406-683X; Kanani-Sadat, Yousef
ORCID: https://orcid.org/0000-0002-9215-5354; Jamali, Sadegh
ORCID: https://orcid.org/0000-0002-0961-9497 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2024).
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data.
Geo-spatial Information Science
, vol. 27
, nº 4.
pp. 1290-1308.
DOI: 10.1080/10095020.2023.2167615.
Shokri, Danesh
ORCID: https://orcid.org/0000-0003-3555-7645; Rastiveis, Heidar
ORCID: https://orcid.org/0000-0002-2767-3462; Sarasua, Wayne A.
ORCID: https://orcid.org/0000-0002-3910-446X; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Hosseiny, Benyamin
ORCID: https://orcid.org/0000-0002-8212-2639 et Shams, Alireza
ORCID: https://orcid.org/0000-0001-5369-1122
(2023).
An enhanced descriptor extraction algorithm for power line detection from point clouds.
Geographical Research
, vol. 61
, nº 4.
pp. 480-502.
DOI: 10.1111/1745-5871.12604.
Shokri, Danesh; Larouche, Christian
ORCID: https://orcid.org/0000-0002-6288-4169 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
A Comparative Analysis of Multi-Label Deep Learning Classifiers for Real-Time Vehicle Detection to Support Intelligent Transportation Systems.
Smart Cities
, vol. 6
, nº 5.
pp. 2982-3004.
DOI: 10.3390/smartcities6050134.
Abadi, Mohammad; Zamani, Abbasali
ORCID: https://orcid.org/0000-0001-9703-3025; Khosravi, Younes et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
Comprehensive Risk Assessment of Heavy Metals in Topsoil and Their Risks to Human Health and Ecosystem in Zanjan Mineral Province, Western Iran.
Water, Air, & Soil Pollution
, vol. 234
, nº 10.
p. 627.
DOI: 10.1007/s11270-023-06610-3.
Sahraei, Roya
ORCID: https://orcid.org/0000-0003-0270-8208; Kanani‐Sadat, Yousef; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza; Oubennaceur, Khalid et Chokmani, Karem
ORCID: https://orcid.org/0000-0003-0018-0761
(2023).
A novel hybrid GIS ‐based multi‐criteria decision‐making approach for flood susceptibility analysis in large ungauged watersheds.
Journal of Flood Risk Management
, vol. 16
, nº 2.
e12879.
DOI: 10.1111/jfr3.12879.
Radman, Ali
ORCID: https://orcid.org/0000-0002-7030-8794; Shah-Hosseini, Reza
ORCID: https://orcid.org/0000-0002-7552-5392 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
A deep convolutional neural network for burn progression mapping using Sentinel-1 SAR time-series.
International Journal of Remote Sensing
, vol. 44
, nº 7.
pp. 2196-2215.
DOI: 10.1080/01431161.2023.2197131.
Ghosh, Swarnendu Sekhar; Bhogapurapu, Narayanarao; Bhattacharya, Avik et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
Enhancing Plant Area Index Retrieval Using Gaussian Process Regression from Dual-Polarimetric SAR Data.
In: International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), 27-29 janvier 2023, Hyderabad, India.
Rajabi, Roozbeh; Zehtabian, Amin; Singh, Keshav D.; Tabatabaeenejad, Alireza; Ghamisi, Pedram et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
Editorial: Hyperspectral imaging in environmental monitoring and analysis.
Frontiers in Environmental Science
, vol. 11
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p. 1353447.
DOI: 10.3389/fenvs.2023.1353447.
Radman, Ali; Shah-Hosseini, Reza et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
An Unsupervised Saliency-Guided Deep Convolutional Neural Network for Accurate Burn Mapping from Sentinel-1 SAR Data.
Remote Sensing
, vol. 15
, nº 5.
p. 1184.
DOI: 10.3390/rs15051184.
Zhang, Qiyue; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Zhao, Pengwu et Zhou, Mei
(2023).
Burned vegetation recovery trajectory and its driving factors using satellite remote-sensing datasets in the Great Xing’An forest region of Inner Mongolia.
International Journal of Wildland Fire
, vol. 32
, nº 2.
pp. 244-261.
DOI: 10.1071/WF21167.
Jafarzadeh, Hamid
ORCID: https://orcid.org/0000-0001-7785-1872; Verma, Abhinav
ORCID: https://orcid.org/0000-0002-8349-8697; Mahdianpari, Masoud
ORCID: https://orcid.org/0000-0002-7234-959X; Gill, Eric W.
ORCID: https://orcid.org/0000-0001-8329-0821; Bhattacharya, Avik
ORCID: https://orcid.org/0000-0001-6720-6108 et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2023).
Compact-Polarimetric SAR Signature Analysis for Wetland Characterization Using RADARSAT Constellation Mission.
IEEE Transactions on Geoscience and Remote Sensing
, vol. 62
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p. 5202016.
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Shayeganpour, Samira; Tangestani, Majid Hashemi; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et Gorsevski, Pece V.
(2023).
Ocher deposit prospecting using object-based image analysis of WorldView-3 VNIR data: A case study in Hormuz Island, southern Iran.
Advances in Space Research
, vol. 72
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pp. 1123-1135.
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Rabiei-Dastjerdi, Hamidreza
ORCID: https://orcid.org/0000-0003-2576-793X; Amini, Saeid
ORCID: https://orcid.org/0000-0002-3774-5730; McArdle, Gavin
ORCID: https://orcid.org/0000-0003-0613-546X et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
City-region or city? That is the question: modelling sprawl in Isfahan using geospatial data and technology.
GeoJournal
, vol. 88
, nº S1.
pp. 135-155.
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Saadat Seresht, Mohammad; Seydi, Seyd Teymoor; Hasanlou, Mahdi et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
A Convolutional Neural Network Method for Rice Mapping Using Time-Series of Sentinel-1 and Sentinel-2 Imagery.
Agriculture
, vol. 12
, nº 12.
p. 2083.
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Jamali, Ali; Mahdianpari, Masoud; Mohammadimanesh, Fariba et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples.
International Journal of Applied Earth Observation and Geoinformation
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Rostami, Amirhossein; Shah-Hosseini, Reza; Asgari, Shabnam; Zarei, Arastou; Aghdami-Nia, Mohammad et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
Active Fire Detection from Landsat-8 Imagery Using Deep Multiple Kernel Learning.
Remote Sensing
, vol. 14
, nº 4.
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Azadbakht, Mohsen; Ashourloo, Davoud; Aghighi, Hossein; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Shahrabi, Hamid Salehi; Matkan, AliAkbar et Radiom, Soheil
(2022).
Alfalfa yield estimation based on time series of Landsat 8 and PROBA-V images: An investigation of machine learning techniques and spectral-temporal features.
Remote Sensing Applications: Society and Environment
, vol. 25
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p. 100657.
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Faraji, Marjan; Nadi, Saeed; Ghaffarpasand, Omid; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et Downey, Kay
(2022).
An integrated 3D CNN-GRU deep learning method for short-term prediction of PM2.5 concentration in urban environment.
Science of The Total Environment
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Aghdami-Nia, Mohammad; Shah-Hosseini, Reza; Rostami, Amirhossein et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
Automatic coastline extraction through enhanced sea-land segmentation by modifying Standard U-Net.
International Journal of Applied Earth Observation and Geoinformation
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Madaeni, Fatemehalsadat; Chokmani, Karem
ORCID: https://orcid.org/0000-0003-0018-0761; Lhissou, Rachid; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Gauthier, Yves et Tolszczuk-Leclerc, Simon
(2022).
Convolutional neural network and long short-term memory models for ice-jam predictions.
The Cryosphere
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Bhattarai, Rajeev; Rahimzadeh-Bajgiran, Parinaz; Weiskittel, Aaron; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Gara, Tawanda W. et Hanavan, Ryan P.
(2022).
Estimating species-specific leaf area index and basal area using optical and SAR remote sensing data in Acadian mixed spruce-fir forests, USA.
International Journal of Applied Earth Observation and Geoinformation
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Bhogapurapu, Narayanarao; Dey, Subhadip; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et Rao, Y. S.
(2022).
Field-scale soil moisture estimation using sentinel-1 GRD SAR data.
Advances in Space Research
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ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et McNairn, Heather
(2022).
Gaussian Process Regression Model for Crop Biophysical Parameter Retrieval from Multi-Polarized C-Band SAR Data.
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ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
Global Evaluation of SMAP/Sentinel-1 Soil Moisture Products.
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ORCID: https://orcid.org/0000-0002-0214-5356; Blaschke, Thomas et Ghamisi, Pedram
(2022).
Landslide detection using deep learning and object-based image analysis.
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Saboori, Mojtaba; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356; Shah-Hosseini, Reza et Zhang, Ying
(2022).
Optimum Feature and Classifier Selection for Accurate Urban Land Use/Cover Mapping from Very High Resolution Satellite Imagery.
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(2022).
Regional Crop Characterization Using Multi-Temporal Optical and Synthetic Aperture Radar Earth Observations Data./ Caractérisation régionale des cultures à l’aide de données d’observations de la Terre multitemporelles optiques et celles d’un radar à synthèse d’ouverture.
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ORCID: https://orcid.org/0000-0002-0214-5356 et Van Oel, Pieter
(2022).
The edge of the petri dish for a nation: Water resources carrying capacity assessment for Iran.
Science of The Total Environment
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ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
The RADARSAT Constellation Mission Core Applications: First Results.
Remote Sensing
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p. 301.
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Amini, Saeid; Saber, Mohsen; Rabiei-Dastjerdi, Hamidreza et Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
Urban Land Use and Land Cover Change Analysis Using Random Forest Classification of Landsat Time Series.
Remote Sensing
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ORCID: https://orcid.org/0000-0002-0214-5356 et Becker-Reshef, Inbal
(2021).
A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index.
Remote Sensing
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Ghanbari, Hamid; Mahdianpari, Masoud; Homayouni, Saeid
ORCID: https://orcid.org/0000-0002-0214-5356 et Mohammadimanesh, Fariba
(2021).
A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Ansari, Mohsen; Homayouni, Saeid
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