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Fariba Mohammadimanesh
Fariba Mohammadimanesh
C-Core, Memorial University
Verified email at c-core.ca
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Cited by
Cited by
Year
Support vector machine versus random forest for remote sensing image classification: A meta-analysis and systematic review
M Sheykhmousa, M Mahdianpari, H Ghanbari, F Mohammadimanesh, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
5582020
Very deep convolutional neural networks for complex land cover mapping using multispectral remote sensing imagery
M Mahdianpari, B Salehi, M Rezaee, F Mohammadimanesh, Y Zhang
Remote Sensing 10 (7), 1119, 2018
4132018
Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery
M Mahdianpari, B Salehi, F Mohammadimanesh, M Motagh
ISPRS Journal of Photogrammetry and Remote Sensing 130, 13-31, 2017
2822017
The first wetland inventory map of newfoundland at a spatial resolution of 10 m using sentinel-1 and sentinel-2 data on the google earth engine cloud computing platform
M Mahdianpari, B Salehi, F Mohammadimanesh, S Homayouni, E Gill
Remote Sensing 11 (1), 43, 2018
2712018
A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem
F Mohammadimanesh, B Salehi, M Mahdianpari, E Gill, M Molinier
ISPRS journal of photogrammetry and remote sensing 151, 223-236, 2019
1772019
A systematic review of landsat data for change detection applications: 50 years of monitoring the earth
MA Hemati, M Hasanlou, M Mahdianpari, F Mohammadimanesh
Remote sensing 13 (15), 2869, 2021
1122021
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 …
M Mahdianpari, B Salehi, F Mohammadimanesh, B Brisco, S Homayouni, ...
Canadian journal of remote sensing 46 (1), 15-33, 2020
1122020
Multi-temporal, multi-frequency, and multi-polarization coherence and SAR backscatter analysis of wetlands
F Mohammadimanesh, B Salehi, M Mahdianpari, B Brisco, M Motagh
ISPRS Journal of Photogrammetry and Remote Sensing 142, 78-93, 2018
962018
A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland
M Mahdianpari, H Jafarzadeh, JE Granger, F Mohammadimanesh, ...
GIScience & Remote Sensing 57 (8), 1102-1124, 2020
952020
Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using PolSAR imagery
M Mahdianpari, B Salehi, F Mohammadimanesh, B Brisco, S Mahdavi, ...
Remote Sensing of Environment 206, 300-317, 2018
912018
Bagging and boosting ensemble classifiers for classification of multispectral, hyperspectral and PolSAR data: a comparative evaluation
H Jafarzadeh, M Mahdianpari, E Gill, F Mohammadimanesh, ...
Remote Sensing 13 (21), 4405, 2021
802021
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran
R Taghizadeh-Mehrjardi, M Mahdianpari, F Mohammadimanesh, ...
Geoderma 376, 114552, 2020
782020
Meta-analysis of wetland classification using remote sensing: A systematic review of a 40-year trend in North America
M Mahdianpari, JE Granger, F Mohammadimanesh, B Salehi, B Brisco, ...
Remote Sensing 12 (11), 1882, 2020
702020
Meta-analysis of unmanned aerial vehicle (UAV) imagery for agro-environmental monitoring using machine learning and statistical models
R Eskandari, M Mahdianpari, F Mohammadimanesh, B Salehi, B Brisco, ...
Remote Sensing 12 (21), 3511, 2020
572020
An assessment of simulated compact polarimetric SAR data for wetland classification using random forest algorithm
M Mahdianpari, B Salehi, F Mohammadimanesh, B Brisco
Canadian Journal of Remote Sensing 43 (5), 468-484, 2017
562017
Wetland water level monitoring using interferometric synthetic aperture radar (InSAR): A review
F Mohammadimanesh, B Salehi, M Mahdianpari, B Brisco, M Motagh
Canadian journal of remote sensing 44 (4), 247-262, 2018
542018
The second generation Canadian wetland inventory map at 10 meters resolution using Google Earth Engine
M Mahdianpari, B Brisco, JE Granger, F Mohammadimanesh, B Salehi, ...
Canadian Journal of Remote Sensing 46 (3), 360-375, 2020
522020
WetNet: A spatial–temporal ensemble deep learning model for wetland classification using Sentinel-1 and Sentinel-2
B Hosseiny, M Mahdianpari, B Brisco, F Mohammadimanesh, B Salehi
IEEE transactions on geoscience and remote sensing 60, 1-14, 2021
472021
Full and simulated compact polarimetry SAR responses to Canadian wetlands: Separability analysis and classification
F Mohammadimanesh, B Salehi, M Mahdianpari, B Brisco, E Gill
Remote Sensing 11 (5), 516, 2019
472019
An efficient feature optimization for wetland mapping by synergistic use of SAR intensity, interferometry, and polarimetry data
F Mohammadimanesh, B Salehi, M Mahdianpari, M Motagh, B Brisco
International journal of applied earth observation and geoinformation 73 …, 2018
442018
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