Nombre de documents archivés : 66.
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.
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.
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.
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.
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.
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
(2023).
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data.
Geo-spatial Information Science
.
pp. 1-19.
DOI: 10.1080/10095020.2023.2167615.
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
, nº 4.
pp. 1123-1135.
DOI: 10.1016/j.asr.2023.03.049.
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.
DOI: 10.3390/agriculture12122083.
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
, vol. 115
.
p. 103095.
DOI: 10.1016/j.jag.2022.103095.
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.
p. 992.
DOI: 10.3390/rs14040992.
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
.
p. 100657.
DOI: 10.1016/j.rsase.2021.100657.
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
, vol. 834
.
p. 155324.
DOI: 10.1016/j.scitotenv.2022.155324.
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
, vol. 109
.
p. 102785.
DOI: 10.1016/j.jag.2022.102785.
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
, vol. 16
, nº 4.
pp. 1447-1468.
DOI: 10.5194/tc-16-1447-2022.
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
, vol. 108
.
p. 102727.
DOI: 10.1016/j.jag.2022.102727.
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
, vol. 70
, nº 12.
pp. 3845-3858.
DOI: 10.1016/j.asr.2022.03.019.
Ghosh, Swarnendu Sekhar; Dey, Subhadip; Bhogapurapu, Narayanarao; Homayouni, Saeid 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.
Remote Sensing
, vol. 14
, nº 4.
p. 934.
DOI: 10.3390/rs14040934.
Mohseni, Farzane; Mirmazloumi, S. Mohammad; Mokhtarzade, Mehdi; Jamali, Sadegh et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
Global Evaluation of SMAP/Sentinel-1 Soil Moisture Products.
Remote Sensing
, vol. 14
, nº 18.
p. 4624.
DOI: 10.3390/rs14184624.
Ghorbanzadeh, Omid; Shahabi, Hejar; Crivellari, Alessandro; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Blaschke, Thomas et Ghamisi, Pedram
(2022).
Landslide detection using deep learning and object-based image analysis.
Landslides
, vol. 19
, nº 4.
pp. 929-939.
DOI: 10.1007/s10346-021-01843-x.
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.
Remote Sensing
, vol. 14
, nº 9.
p. 2097.
DOI: 10.3390/rs14092097.
Bahrami, Hazhir; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; McNairn, Heather; Hosseini, Mehdi et Mahdianpari, Masoud
(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.
Canadian Journal of Remote Sensing
, vol. 48
, nº 2.
pp. 258-277.
DOI: 10.1080/07038992.2021.2011180.
Khorsandi, Mostafa; Homayouni, Saeid 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
, vol. 817
.
p. 153038.
DOI: 10.1016/j.scitotenv.2022.153038.
Dabboor, Mohammed; Olthof, Ian; Mahdianpari, Masoud; Mohammadimanesh, Fariba; Shokr, Mohammed; Brisco, Brian et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2022).
The RADARSAT Constellation Mission Core Applications: First Results.
Remote Sensing
, vol. 14
, nº 2.
p. 301.
DOI: 10.3390/rs14020301.
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
, vol. 14
, nº 11.
p. 2654.
DOI: 10.3390/rs14112654.
Hosseini, Mehdi; McNairn, Heather; Mitchell, Scott; Robertson, Laura Dingle; Davidson, Andrew; Ahmadian, Nima; Bhattacharya, Avik; Borg, Erik; Conrad, Christopher; Dabrowska-Zielinska, Katarzyna; de Abelleyra, Diego; Gurdak, Radoslaw; Kumar, Vineet; Kussul, Nataliia; Mandal, Dipankar; Rao, Y. S.; Saliendra, Nicanor; Shelestov, Andrii; Spengler, Daniel; Verón, Santiago R.; Homayouni, Saeid 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
, vol. 13
, nº 7.
p. 1348.
DOI: 10.3390/rs13071348.
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
, vol. 14
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pp. 3602-3613.
DOI: 10.1109/JSTARS.2021.3065569.
Ansari, Mohsen; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza et Niazmardi, Saeid
(2021).
A New Convolutional Kernel Classifier for Hyperspectral Image Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
, vol. 14
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pp. 11240-11256.
DOI: 10.1109/JSTARS.2021.3123087.
Shokri, Danesh; Rastiveis, Heidar; Sarasua, Wayne A.; Shams, Alireza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2021).
A Robust and Efficient Method for Power Lines Extraction from Mobile LiDAR Point Clouds.
PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
, vol. 89
, nº 3.
pp. 209-232.
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Hamidi, Masoumeh; Safari, Abdolreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2021).
An auto-encoder based classifier for crop mapping from multitemporal multispectral imagery.
International Journal of Remote Sensing
, vol. 42
, nº 3.
pp. 986-1016.
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Rahimzad, Maryam; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Alizadeh Naeini, Amin et Nadi, Saeed
(2021).
An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE).
Remote Sensing
, vol. 13
, nº 13.
p. 2501.
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Jafarzadeh, Hamid; Mahdianpari, Masoud; Gill, Eric; Mohammadimanesh, Fariba et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2021).
Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation.
Remote Sensing
, vol. 13
, nº 21.
p. 4405.
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Bahrami, Hazhir; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza; Mirzaei, Sayeh; Mahdianpari, Masoud et Reisi-Gahrouei, Omid
(2021).
Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations.
Agronomy
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p. 1363.
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Imanian, Ali; Asadi, Adel; Tangestani, Majid Hashemi; Homayouni, Saeid et Faghih, Ali
(2021).
Effect of Spectral Bandwidths on Linear Feature Extraction: An Evaluation of Landsat ETM+ and OLI Sensors.
In: Geomatics and Geospatial Technology (GGT), 23-24 mars 2021, Shah Alam, Malaisie.
Shayeganpour, Samira; Tangestani, Majid Hashemi; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Vincent, Robert K.
(2021).
Evaluating pixel-based vs. object-based image analysis approaches for lithological discrimination using VNIR data of WorldView-3.
Frontiers of Earth Science
, vol. 15
, nº 1.
pp. 38-53.
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Oubennaceur, Khalid; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Gauthier, Yves; Ratté-Fortin, Claudie; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Toussaint, Jean-Patrick
(2021).
Flood Risk Assessment under Climate Change: The Petite Nation River Watershed.
Climate
, vol. 9
, nº 8.
p. 125.
DOI: 10.3390/cli9080125.
Touati, Chaima; Ratsimbazafy, Tahiana; Poulin, Jimmy; Bernier, Monique; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Ludwig, Ralf Peter
(2021).
Landscape Freeze/Thaw Mapping from Active and Passive Microwave Earth Observations over the Tursujuq National Park, Quebec, Canada.
Écoscience
, vol. 28
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Mahdianpari, Masoud; Brisco, Brian; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Bourgeau-Chavez, Laura
(2021).
Mapping Pan-Canadian Wetlands Using Multi-Source Earth Observations: The Third Generation of 10m Canadian Wetland Inventory Map.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
, vol. 14
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Jafarzadeh, Hamid; Mahdianpari, Masoud; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Mohammadimanesh, Fariba et Dabboor, Mohammed
(2021).
Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review.
GIScience & Remote Sensing
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, nº 7.
pp. 1022-1051.
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Dufour-Beauséjour, Sophie; Bernier, Monique; Simon, Jérome; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gilbert, Véronique; Gauthier, Yves; Tuniq, Juupi; Wendleder, Anna et Roth, Achim
(2021).
Tenuous Correlation between Snow Depth or Sea Ice Thickness and C- or X-Band Backscattering in Nunavik Fjords of the Hudson Strait.
Remote Sensing
, vol. 13
, nº 4.
p. 768.
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Mahdianpari, Masoud; Brisco, Brian; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Bourgeau-Chavez, Laura
(2021).
The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Dey, Subhadip; Bhogapurapu, Narayanarao; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et McNairn, Heather
(2021).
Unsupervised Classification of Crop Growth Stages with Scattering Parameters from Dual-Pol Sentinel-1 SAR Data.
Remote Sensing
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Shahabi, Hejar; Rahimzad, Maryam; Tavakkoli Piralilou, Sepideh; Ghorbanzadeh, Omid; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Blaschke, Thomas; Lim, Samsung et Ghamisi, Pedram
(2021).
Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.
Remote Sensing
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Jamshidpour, Nasehe; Safari, Abdolreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2020).
A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification.
Remote Sensing
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(2020).
A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland.
GIScience & Remote Sensing
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(2020).
A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models.
Sensors
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Ahmadi, Salman et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2020).
A Novel Active Contours Model for Environmental Change Detection from Multitemporal Synthetic Aperture Radar Images.
Remote Sensing
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Hosseiny, Benyamin; Rastiveis, Heidar et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2020).
An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery.
Remote Sensing
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, nº 21.
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Mahdianpari, Masoud; Salehi, Bahram; Mohammadimanesh, Fariba; Brisco, Brian; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gill, Eric; DeLancey, Evan R. et Bourgeau-Chavez, Laura
(2020).
Big Data for a Big Country: The First Generation of Canadian Wetland Inventory Map at a Spatial Resolution of 10-m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform / Mégadonnées pour un grand pays: La première carte d'inventaire des zones humides du Canada à une résolution de 10 m à l'aide des données Sentinel-1 et Sentinel-2 sur la plate-forme informatique en nuage de Google Earth Engine™.
Canadian Journal of Remote Sensing
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Bahrami, Hazhir; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Shah-Hosseini, Reza; ZandKarimi, Arash et Safari, Abdolreza
(2020).
Efficient dust detection based on spectral and thermal observations of MODIS imagery.
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Reisi-Gahrouei, Omid; McNairn, Heather; Hosseini, Mehdi et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356
(2020).
Estimation of Crop Biomass and Leaf Area Index from Multitemporal and Multispectral Imagery Using Machine Learning Approaches.
Canadian Journal of Remote Sensing
, vol. 46
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Yavari, Adel; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Oubennaceur, Khalid et Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761
(2020).
Flood inundation modeling in ungauged basins using Unmanned Aerial Vehicles imagery.
Earth Observation and Geomatics Engineering
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(2020).
Integration of synthetic aperture radar and optical satellite data for corn biomass estimation.
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(2020).
Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models.
Remote Sensing
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Mahdianpari, Masoud; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Brisco, Brian; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gill, Eric; Huberty, Brian et Lang, Megan
(2020).
Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America.
Remote Sensing
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