logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
S

Saeid Homayouni

university of quebec

39H-index
278Paper Count
6.5KCitation Count
Published Papers 81
Publication Date
logo
Mid-season parcel-based crop type mapping using multi-source time series of big Earth observations and deep learning
errBig Earth Data
IF3.8
err2026-08-16
err0
errOAAI
errHazhir Bahrami; Saeid Homayouni; Catherine Champagne; Heather McNairn; Bahram Daneshfar; Karem Chokmani; Anastase Nteziyaremye; Ariel Zannou
errShare
errSave
Estimating particle size in silty lake sediments using a fine-tuned deep learning model on hyperspectral imagery
errSedimentary Geology
IF2.9
err2026-08-01
err0
PREAI
errKury, Milena Souza; Ghanbari, Hamid; Francus, Pierre; Antoniades, Dermot; Homayouni, Saeid
errShare
errSave
Active and incremental learning with RAUNet for advancing soil cover monitoring from mobile digital imaging through deep learning
errComputers and Electronics in Agriculture
IF8.9
err2026-07-01
err0
PREAI
errRahimzad, Maryam; Homayouni, Saeid; McNairn, Heather
errShare
errSave
From drone to satellite: Alfalfa fractional cover estimation with machine learning and sentinel-2
errEuropean Journal of Agronomy
IF5.5
err2026-04-15
err0
errOAAI
errHazhir Bahrami; Karem Chokmani; Saeid Homayouni; Viacheslav I. Adamchuk; Rami Albasha; Maxime Leduc; Catherine Champagne
errShare
errSave
Enhancing satellite based precipitation estimates through robust merging frameworks and streamlined ensemble machine learning model development
errApplied Water Science
IF5.7
err2026-02-22
err0
errOAAI
errMorteza Rahimpour; Majid Rahimzadegan; Taha B. M. J. Ouarda; Saeid Homayouni
errShare
errSave
Unsupervised Deep Learning for Environmental Risk Monitoring: Landslide Detection from Multi-Resolution Remote Sensing Imagery
errScience of Remote Sensing
IF5.2
err2026-01-29
err0
errOAAI
errHejar Shahabi; Saeid Homayouni; Omid Ghorbanzadeh; Didier Perret; Bernard Giroux; Jimmy Poulin
errShare
errSave
Exploring the effects of environmental changes on atmospheric thickness
errTheoretical and Applied Climatology
IF2.7
err2026-01-23
err0
PREAI
errSaadoun Salimi; Enayat Asadolahi; Saeid Homayouni; Taha B.M.J. Ouarda
errShare
errSave
Inundation-driven community transitions in saltmarsh environments: Insights from multi-scale classification models
errScience of The Total Environment
IF8
err2026-01-22
err0
errOAAI
errAcacia Markov; Jacob Stolle; Saeid Homayouni; Ioan Nistor; Abolghasem Pilechi
errShare
errSave
Self-Supervised Deep Learning for Urban Land Cover Classification from Very High Resolution Imagery
errCanadian Journal of Remote Sensing
IF2.1
err2025-12-31
err1
errOAAI
errRoy, Kaushik; Homayouni, Saeid; Zhang, Ying
errShare
errSave
Analyzing Climatic Anomalies and Ecological Impacts on Wetlands Environmental Conditions Using LSTM and Remote Sensing Imagery
errAdvances in Space Research
IF2.8
err2025-12-11
err0
PREAI
errParisa Dodangeh; Reza Shah-Hosseini; Saeid Homayouni
errShare
errSave
InSAR and GAT-LSTM integration for dam displacement prediction: Lessons from the Oldman River Dam, Canada
errInternational Journal of Applied Earth Observation and Geoinformation
IF8.6
err2025-12-04
err0
errOAAI
errRamin Farhadiani; Sayyed Mohammad Javad Mirzadeh; Ehsan Roshani; Daniel Cusson; Saeid Homayouni
errShare
errSave
Multi-Sensor AI-Based Urban Tree Crown Segmentation from High-Resolution Satellite Imagery for Smart Environmental Monitoring
errSmart Cities 2025, Vol. 8, Page 187
IF5.5
err2025-11-06
err0
errOAAI
errAmirmohammad Sharifi; Reza Shah-Hosseini; Danesh Shokri; Saeid Homayouni
errShare
errSave
High-Resolution Crop Evapotranspiration Estimation Using the Automated OPTRAM-ETc Method
errEarth Systems and Environment
IF4.7
err2025-10-09
err0
PREAI
errMohammad Alavi; Atefeh Nouraki; Saeid Homayouni; Mohammad Albaji; Mona Golabi; Abd Ali Naseri; Paul Célicourt
errShare
errSave
Enhancing U-Net Performance for High-Resolution Land Cover Classification Using a Dynamic Epoch-Centric Optimizer (DECO)
errremote sensing applications society and environment
IF0
err2025-07-21
err0
PREAI
errMahdi Farhangi; Asghar Milan; Danesh Shokri; Saeid Homayouni
errShare
errSave
Unlocking urban soil secrets: machine learning and spectrometry in Berlin’s heavy metal pollution study considering spatial data
errEnvironmental Monitoring and Assessment
IF3
err2025-07-19
err0
PREAI
errMahsa Nakhostin Rouhi; Mohammadmehdi Saberioon; Mohsen Makki; Saeid Homayouni; Majid Kiavarz; Seyed Kazem Alavipanah
errShare
errSave
Alfalfa stem count estimation using remote sensing imagery and machine learning on Google Earth Engine
errInternational Journal of Applied Earth Observation and Geoinformation
IF8.6
err2025-07-14
err0
PREAI
errHazhir Bahrami; Karem Chokmani; Saeid Homayouni; Viacheslav I. Adamchuk; Md Saifuzzaman; Rami Albasha; Maxime Leduc
errShare
errSave
A novel explainable stacking ensemble model for estimating design floods: A data-driven approach for ungauged regions
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-07-01
err0
PREAI
errKanani-Sadat, Yousef; Safari, Abdolreza; Nasseri, Mohsen; Homayouni, Saeid
errShare
errSave
Cloud computing-based freshwater ice mapping using synthetic aperture radar imagery
errEARTH SCIENCE INFORMATICS
IF3
err2025-05-22
err0
PREAI
errChaabani, Chayma; Salvo, Constanza Sofia; Homayouni, Saeid; Chokmani, Karem; Adebanjo, Hannah M.
errShare
errSave
Developing an ensemble machine learning framework for enhanced climate projections using CMIP6 data in the Middle East
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2025-05-08
err0
errOAAI
errKhosravi, Younes; Ouarda, Taha B. M. J.; Homayouni, Saeid
errShare
errSave
Alfalfa detection and stem count from proximal images using a combination of deep neural networks and machine learning
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2025-05-01
err0
errOAAI
errBahrami, Hazhir; Chokmani, Karem; Homayouni, Saeid; Adamchuk, Viacheslav I.; Saifuzzaman, Md; Leduc, Maxime
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
L
Lorenzo Bruzzone
H-index: 100 · Papers: 1.0K
H
Hamid Reza Pourghasemi
H-index: 98 · Papers: 378
T
Thomas J. Jackson
H-index: 93 · Papers: 505
Q
Qihao Weng
H-index: 90 · Papers: 581
T
Thomas Blaschke
H-index: 85 · Papers: 459
View more