Masoud Mahdianpari, Ph.D.
Remote Sensing Technical Lead, C-CORE
Cross-Appointed Professor, Department of Electrical and Computer Engineering, Memorial University of Newfoundland
Masoud Mahdianpari, Ph.D.
Remote Sensing Technical Lead, C-CORE
Cross-Appointed Professor, Department of Electrical and Computer Engineering, Memorial University of Newfoundland
2023
Canadian Journal of Remote Sensing
2023-12-21 | Journal article
DOI: 10.1080/07038992.2023.2293058
Ecological Informatics
2023-13-13 | Journal article
DOI: 10.1016/j.ecoinf.2023.102404
IEEE Transactions on Geoscience and Remote Sensing
2023-12-13 | Journal article
DOI: 10.1109/TGRS.2023.3342625
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping
International Journal of Applied Earth Observation and Geoinformation
2023-12-01 | Journal article
DOI: 10.1016/j.jag.2023.103589
FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction
Ecological Informatics
2023-12-01 | Journal article
DOI: 10.1016/j.ecoinf.2023.102282
Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing
Remote Sensing
2023-10-14 | Journal article
DOI: 10.3390/rs15204960
Beyond supervised learning in remote sensing: A systematic review of deep learning approaches
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2023-09-19 | Journal article
DOI: 10.1109/JSTARS.2023.3316733
Remote Sensing of Environment
2023-09-01 | Journal article
DOI: 10.1016/j.rse.2023.113708
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium
2023-07-16 | Conference article
DOI: 10.1109/IGARSS52108.2023.10283059
Generating A 10 M Resolution Canopy Height Model Of New York State Using Gedi And Sentinel-2 Data
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium
2023-07-16 | Conference article
DOI: 10.1109/IGARSS52108.2023.10282782
Crop Discrimination and Mapping Using Multi-Temporal RCM Compact Polarimetry SAR Data
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium
2023-07-16 | Conference article
DOI: 10.1109/IGARSS52108.2023.10282545
Gedi and Sentinel-2 Integration for Mapping Complex Wetlands
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium
2023-07-16 | Conference article
DOI: 10.1109/IGARSS52108.2023.10283238
Goldschmidt 2023 Conference
2023-07-13 | Conference article
Climate Change-Driven Coastal Erosion in Sandbanks Provincial Park, Ontario, Canada
The 33rd International Ocean and Polar Engineering Conference
2023-06-19 | Conference article
Evaluation of Iceberg Draft and Iceberg-Seabed Interaction Using Random Forest Regression Algorithm
The 33rd International Ocean and Polar Engineering Conference
2023-06-19 | Conference article
Environmental Monitoring and Assessment
2023-05 | Journal article
DOI: 10.1007/s10661-023-11202-z
Sensitivity analysis of parameters governing the iceberg draft through neural network-based models
Journal of Ocean Engineering and Marine Energy
2023-05-03 | Journal article
DOI: 10.1007/s40722-023-00285-y
Global Ecology and Conservation
2023-04-01 | Journal article
DOI: 10.1016/j.gecco.2023.e02397
HYPERSPECTRAL IMAGE CLASSIFICATION USING MULTI-LAYER PERCEPTRON MIXER (MLP-MIXER)
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2023-02-07 | Journal article
Determination of Parameters Affecting the Estimation of Iceberg Draft
China Ocean Engineering
2023-02 | Journal article
DOI: 10.1007/s13344-023-0006-6
2022
International Journal of Applied Earth Observation and Geoinformation
2022-12-1 | Journal article
DOI: 10.1016/j.jag.2022.103095
Remote Sensing
2022-12-1 | Journal article
DOI: 10.3390/rs14236104
Remote Sensing
2022-12-23 | Journal article
DOI: 10.3390/rs15010075
Water
2022-11-8 | Journal article
DOI: 10.3390/w14223593
Ecological Informatics
2022-12-1 | Journal article
DOI: 10.1016/j.ecoinf.2022.101904
Iceberg-seabed interaction analysis in sand by a random forest algorithm
Polar Science
2022-10-21 | Journal article
DOI: 10.1016/j.polar.2022.100902
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022-9-26 | Journal article
DOI: 10.1109/JSTARS.2022.3206143
Mapping Two Decades of New York State Forest Aboveground Biomass Change Using Remote Sensing
Remote Sensing
2022-8-21 | Journal article
DOI: 10.3390/rs14164097
Iceberg-seabed interaction evaluation in clay seabed using tree-based machine learning algorithms
Journal of Pipeline Science and Engineering
2022-8-1 | Journal article
DOI: 10.1016/j.jpse.2022.100075
A Meta-Analysis of Sea Ice Monitoring Using Spaceborne Polarimetric SAR: Advances in the Last Decade
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022-07-27 | Journal article
DOI: 10.1109/JSTARS.2022.3194324
IEEE International Geoscience and Remote Sensing Symposium
2022-07-17 | Conference article
DOI: 10.1109/IGARSS46834.2022.9884716
Machine Learning Methods for Water Quality Monitoring Over Finger Lakes Using Sentinel-2
IEEE International Geoscience and Remote Sensing Symposium
2022-07-17 | Conference article
DOI: 10.1109/IGARSS46834.2022.9883230
IEEE International Geoscience and Remote Sensing Symposium
2022-07-17 | Conference article
DOI: 10.1109/IGARSS46834.2022.9883985
Wetland Classification with Swin Transformer Using Sentinel-1 and Sentinel-2 Data
IEEE International Geoscience and Remote Sensing Symposium
2022-07-17 | Conference article
DOI: 10.1109/IGARSS46834.2022.9884602
Results Update on the Performance of the Radarsat Constellation Mission
IEEE International Geoscience and Remote Sensing Symposium
2022-07-17 | Conference article
DOI: 10.1109/IGARSS46834.2022.9883906
Wetland Mapping by Jointly Use of Convolutional Neural Network and Graph Convolutional Network
IEEE International Geoscience and Remote Sensing Symposium
2022-07-17 | Conference article
DOI: 10.1109/IGARSS46834.2022.9883783
NFNet Based Sea Ice Classification From RADARSAT Constellation Mission Data
International Conference on Agro-geoinformatics (Agro-Geoinformatics)
2022-07 | Conference article
DOI: 10.1109/LGRS.2022.3185557
ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2022-06 | Journal article
DOI: 10.5194/isprs-archives-XLVI-M-2-2022-191-2022
SAR Despeckling based on CNN and Bayesian Estimator in Complex Wavelet Domain
IEEE Geoscience and Remote Sensing Letters
2022-06 | Journal article
DOI: 10.1109/LGRS.2022.3185557
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022-06 | Journal article
DOI: 10.1109/JSTARS.2022.3177579
PolSAR Image Classification based on Deep Convolutional Neural Networks using Wavelet Transformationhttps://ieeexplore.ieee.org/abstract/document/9802110
IEEE Geoscience and Remote Sensing Letters
2022-06-21 | Journal article
DOI: 10.1109/LGRS.2022.3185118
Canadian Journal of Remote Sensing
2022-03-04 | Journal article
DOI: 10.1080/07038992.2021.2011180
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences
2022 | Conference article
DOI: 10.5194/isprs-archives-XLIII-B3-2022-471-2022
Meta-Learning for Wetland Cclassification using a combination of Sentinel-1 and Sentinel-2 imegery
ISPRS Annals of the Photogrammetry, Remote Sensing, and Spatial Information Sciences
2022 | Conference article
DOI: 10.5194/isprs-annals-V-3-2022-47-2022
ISPRS Annals of the Photogrammetry, Remote Sensing, and Spatial Information Sciences
2022 | Conference article
DOI: 10.5194/isprs-annals-V-3-2022-485-2022
ISPRS Annals of the Photogrammetry, Remote Sensing, and Spatial Information Sciences
2022 | Conference article
DOI: 10.5194/isprs-annals-V-3-2022-411-2022
The RADARSAT Constellation Mission Core Applications: First Results
Remote Sensing
2022-01 | Journal article
DOI: 10.3390/rs14020301
Water
2022-01 | Journal article
DOI: 10.3390/w14020178
Remote Sensing
2022-01 | Journal article
DOI: 10.3390/rs14020359
Remote Sensing
2022-01 | Journal article
DOI: 10.3390/rs14030438
Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data
Remote Sensing
2022-02-26 | Journal article
DOI: 10.3390/rs14051165
Simulation of Subgouge Sand Deformations Using Robust Machine Learning Algorithms
Offshore Technology Conference
2022-04-25 | Conference article
DOI: 10.4043/31937-MS
Geocarto International
2022-04-27 | Journal article
DOI: 10.1080/10106049.2022.2071475
2021
Remote Sensing
2021-07-22 | Journal article
DOI: 10.3390/rs13152869
Remote Sensing
2021-11-02 | Journal article
DOI: 10.3390/rs13214405
A Meta-Analysis on Harmful Algal Bloom (HAB) Detection and Monitoring: A Remote Sensing Perspective
Remote Sensing
2021-10-28 | Journal article
DOI: 10.3390/rs13214347
Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data
GIScience & Remote Sensing
2021-10-03 | Journal article
DOI: 10.1080/15481603.2021.1965399
GIScience & Remote Sensing
2021-10-03 | Journal article
DOI: 10.1080/15481603.2021.1952542
Remote Sensing
2021-09-09 | Journal article
DOI: 10.3390/rs13183587
Water
2021-09 | Journal article
DOI: 10.3390/w13182553
Agronomy
2021-07-03 | Journal article
DOI: 10.3390/agronomy11071363
Remote Sensing
2021-05-22 | Journal article
DOI: 10.3390/rs13112046
CJRS’ Special Issue on Deep Learning for Environmental Applications of Remote Sensing Data
Canadian Journal of Remote Sensing
2021-03-04 | Journal article
DOI: 10.1080/07038992.2021.1931786
Comparison of Machine and Deep Learning Methods to Estimate Shrub Willow Biomass from UAS Imagery
Canadian Journal of Remote Sensing
2021-03-04 | Journal article
DOI: 10.1080/07038992.2021.1926952
Canadian Journal of Remote Sensing
2021-03-04 | Journal article
DOI: 10.1080/07038992.2021.1901562
RADARSAT Constellation Mission’s Operational Polarimetric Modes: A User-Driven Radar Architecture
Canadian Journal of Remote Sensing
2021-01-02 | Journal article
DOI: 10.1080/07038992.2021.1907566
A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021 | Journal article
DOI: 10.1109/JSTARS.2021.3065569
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021 | Journal article
DOI: 10.1109/JSTARS.2021.3105645
IEEE Transactions on Geoscience and Remote Sensing
2021 | Journal article
DOI: 10.1109/TGRS.2021.3113856
2020
GIScience & Remote Sensing
2020-11-16 | Journal article
DOI: 10.1080/15481603.2020.1846948
Remote Sensing
2020-10-26 | Journal article
DOI: 10.3390/rs12213511
Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission
Remote Sensing
2020-10 | Journal article
DOI: 10.3390/rs12203283
Wetland Monitoring Using SAR Data: A Meta-Analysis and Comprehensive Review
Remote Sensing
2020-07-09 | Journal article
DOI: 10.3390/rs12142190
Google Earth Engine for geo-big data applications: A meta-analysis and systematic review
ISPRS Journal of Photogrammetry and Remote Sensing
2020-06 | Journal article
DOI: 10.1016/j.isprsjprs.2020.04.001
Remote Sensing
2020-06 | Journal article
DOI: 10.3390/rs12111882
Canadian Journal of Remote Sensing
2020-05-03 | Journal article
DOI: 10.1080/07038992.2020.1802584
Canadian Journal of Remote Sensing
2020-01-02 | Journal article
DOI: 10.1080/07038992.2019.1711366
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020 | Journal article
DOI: 10.1109/JSTARS.2020.3026724
2019
Remote Sensing
2019-12 | Journal article
DOI: 10.3390/rs12010002
A Gaussian random field model for de-speckling of multi-polarized Synthetic Aperture Radar data
Advances in Space Research
2019-07 | Journal article
DOI: 10.1016/j.asr.2019.03.013
GIScience & Remote Sensing
2019-05-19 | Journal article
DOI: 10.1080/15481603.2018.1513444
Remote Sensing
2019-03-03 | Journal article
DOI: 10.3390/rs11050516
2018
International Journal of Applied Earth Observation and Geoinformation
2018-12 | Journal article
DOI: 10.1016/j.jag.2018.06.005
Remote Sensing
2018-12 | Journal article
DOI: 10.3390/rs11010043
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2018-09 | Journal article
DOI: 10.1109/JSTARS.2018.2846178
Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review
Canadian Journal of Remote Sensing
2018-07-04 | Journal article
DOI: 10.1080/07038992.2018.1477680
Remote Sensing
2018-07 | Journal article
DOI: 10.3390/rs10071119
Remote Sensing of Environment
2018-03 | Journal article
DOI: 10.1016/j.rse.2017.11.005
ISPRS Journal of Photogrammetry and Remote Sensing
2018 | Journal article
DOI: 10.1016/j.isprsjprs.2018.05.009
2017
IGTF 2017 – Imaging and Geospatial Technology Forum 2017, ASPRS Annual Conference
2017 | Conference paper
EID: 2-s2.0-85021734554
Canadian Journal of Remote Sensing
2017 | Journal article
DOI: 10.1080/07038992.2017.1381550
IGTF 2017 – Imaging and Geospatial Technology Forum 2017, ASPRS Annual Conference
2017 | Conference paper
EID: 2-s2.0-85021717564
Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery
ISPRS Journal of Photogrammetry and Remote Sensing
2017 | Journal article
DOI: 10.1016/j.isprsjprs.2017.05.010
The Effect of PolSAR Image De-speckling on Wetland Classification: Introducing a New Adaptive Method
Canadian Journal of Remote Sensing
2017 | Journal article
DOI: 10.1080/07038992.2017.1381549
2016
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives
2016 | Conference paper
DOI: 10.5194/isprsarchives-XLI-B7-305-2016
Agricultural land classification based on statistical analysis of full Polarimetric SAR data
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives
2013 | Conference paper
EID: 2-s2.0-84924334832
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives
2013 | Conference paper
EID: 2-s2.0-84924341202
Polarimetric SAR Data for Urban Land Cover Classification Using Finite Mixture Model
EGU General Assembly Conference Abstracts
2013 | Conference paper
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
2012 | Conference paper
DOI: 10.1109/IGARSS.2012.6351584