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F. Mohammadimanesh · SciRah

Researcher profile · Semantic Scholar

F. Mohammadimanesh

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F. Mohammadimanesh — researcher profile on SciRah

h-index: 37
Works: 91
Citations: 4,925

Most-cited papers

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 +2 more
2020IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing814 citations Open access
Semantic Scholar
Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery
M. Mahdianpari, B. Salehi, M. Rezaee, F. Mohammadimanesh +1 more
2018Remote Sensing399 citations Open access
Semantic Scholar
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
2017275 citations
Semantic Scholar
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, Saeid Homayouni +1 more
2018Remote Sensing269 citations Open access
Semantic Scholar
A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth
M. Hemati, M. Hasanlou, M. Mahdianpari, F. Mohammadimanesh
2021Remote Sensing224 citations Open access
Semantic Scholar
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 +1 more
2019Isprs Journal of Photogrammetry and Remote Sensing219 citations
Semantic Scholar
Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation
H. Jafarzadeh, M. Mahdianpari, E. Gill, F. Mohammadimanesh +1 more
2021Remote Sensing178 citations Open access
Semantic Scholar
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, J. Granger, F. Mohammadimanesh +4 more
2020138 citations Open access
Semantic Scholar
Multi-temporal, multi-frequency, and multi-polarization coherence and SAR backscatter analysis of wetlands
F. Mohammadimanesh, B. Salehi, M. Mahdianpari, B. Brisco +1 more
2018107 citations
Semantic Scholar
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
M. Mahdianpari, B. Salehi, F. Mohammadimanesh, B. Brisco +4 more
2020Canadian journal of remote sensing101 citations
Semantic Scholar
A Meta-Analysis on Harmful Algal Bloom (HAB) Detection and Monitoring: A Remote Sensing Perspective
Rabia Munsaf Khan, B. Salehi, M. Mahdianpari, F. Mohammadimanesh +2 more
2021Remote Sensing98 citations Open access
Semantic Scholar
Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America
M. Mahdianpari, J. Granger, F. Mohammadimanesh, B. Salehi +5 more
2020Remote Sensing94 citations Open access
Semantic Scholar
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran
Ruhollah Taghizadeh‐Mehrjardi, M. Mahdianpari, F. Mohammadimanesh, T. Behrens +3 more
2020Geoderma94 citations
Semantic Scholar
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 +1 more
2021IEEE Transactions on Geoscience and Remote Sensing93 citations
Semantic Scholar
Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models
Roghieh Eskandari, M. Mahdianpari, F. Mohammadimanesh, B. Salehi +2 more
2020Remote Sensing91 citations Open access
Semantic Scholar
CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction
Mohammad Marjani, M. Mahdianpari, F. Mohammadimanesh
2024Remote Sensing86 citations Open access
Semantic Scholar
Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using PolSAR imagery
M. Mahdianpari, B. Salehi, F. Mohammadimanesh, B. Brisco +3 more
201883 citations
Semantic Scholar
Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review
H. Jafarzadeh, M. Mahdianpari, Saeid Homayouni, F. Mohammadimanesh +1 more
2021GIScience & Remote Sensing66 citations Open access
Semantic Scholar
Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review
F. Mohammadimanesh, B. Salehi, M. Mahdianpari, B. Brisco +1 more
2018Canadian journal of remote sensing65 citations
Semantic Scholar
The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine
M. Mahdianpari, B. Brisco, J. Granger, F. Mohammadimanesh +5 more
202056 citations
Semantic Scholar
An Assessment of Simulated Compact Polarimetric SAR Data for Wetland Classification Using Random Forest Algorithm
M. Mahdianpari, B. Salehi, F. Mohammadimanesh, B. Brisco
201755 citations
Semantic Scholar
A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications
H. Ghanbari, M. Mahdianpari, Saeid Homayouni, F. Mohammadimanesh
2021IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing53 citations Open access
Semantic Scholar
S2MetNet: A novel dataset and deep learning benchmark for methane point source quantification using Sentinel-2 satellite imagery
Ali Radman, M. Mahdianpari, D. Varon, F. Mohammadimanesh
2023Remote Sensing of Environment52 citations
Semantic Scholar
Remote Sensing and Machine Learning Tools to Support Wetland Monitoring: A Meta-Analysis of Three Decades of Research
H. Jafarzadeh, M. Mahdianpari, E. Gill, B. Brisco +1 more
2022Remote Sensing52 citations Open access
Semantic Scholar
Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data
Ali Jamali, M. Mahdianpari, B. Brisco, J. Granger +2 more
2021GIScience & Remote Sensing52 citations Open access
Semantic Scholar
Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission
B. Brisco, M. Mahdianpari, F. Mohammadimanesh
2020Remote Sensing51 citations Open access
Semantic Scholar
Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches
B. Hosseiny, M. Mahdianpari, M. Hemati, Ali Radman +2 more
2024IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing50 citations Open access
Semantic Scholar
A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples
Ali Jamali, M. Mahdianpari, F. Mohammadimanesh, Saeid Homayouni
2022International Journal of Applied Earth Observation and Geoinformation49 citations Open access
Semantic Scholar
The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform
M. Mahdianpari, B. Brisco, J. Granger, F. Mohammadimanesh +3 more
2021IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing49 citations Open access
Semantic Scholar
3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer
Ali Jamali, M. Mahdianpari, B. Brisco, De-Hua Mao +2 more
2022Ecological Informatics47 citations Open access
Semantic Scholar
PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation
Ali Jamali, M. Mahdianpari, F. Mohammadimanesh, A. Bhattacharya +1 more
2022IEEE Geoscience and Remote Sensing Letters44 citations
Semantic Scholar
Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM)
M. Mahdianpari, F. Mohammadimanesh, H. Mcnairn, Andrew A. Davidson +3 more
2019Remote Sensing43 citations Open access
Semantic Scholar
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 +1 more
2018International Journal of Applied Earth Observation and Geoinformation43 citations
Semantic Scholar
CVTNet: A Fusion of Convolutional Neural Networks and Vision Transformer for Wetland Mapping Using Sentinel-1 and Sentinel-2 Satellite Data
Mohammad Marjani, M. Mahdianpari, F. Mohammadimanesh, Eric W. Gill
2024Remote Sensing41 citations Open access
Semantic Scholar
Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification
F. Mohammadimanesh, B. Salehi, M. Mahdianpari, B. Brisco +1 more
2019Remote Sensing41 citations Open access
Semantic Scholar
Application of Explainable Artificial Intelligence in Predicting Wildfire Spread: An ASPP-Enabled CNN Approach
Mohammad Marjani, M. Mahdianpari, S. A. Ahmadi, Emadoddin Hemmati +2 more
2024IEEE Geoscience and Remote Sensing Letters40 citations
Semantic Scholar
Wetland Mapping Using Multi-Spectral Satellite Imagery and Deep Convolutional Neural Networks: A Case Study in Newfoundland and Labrador, Canada
Ali Akbar Jamali, M. Mahdianpari, B. Brisco, J. Granger +2 more
202139 citations
Semantic Scholar
The Effect of PolSAR Image De-speckling on Wetland Classification: Introducing a New Adaptive Method
M. Mahdianpari, B. Salehi, F. Mohammadimanesh
201735 citations
Semantic Scholar
Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery
Ali Jamali, M. Mahdianpari, B. Brisco, J. Granger +2 more
2021Remote Sensing34 citations Open access
Semantic Scholar
Smart solutions for smart cities: Urban wetland mapping using very-high resolution satellite imagery and airborne LiDAR data in the City of St. John's, NL, Canada.
M. Mahdianpari, J. Granger, F. Mohammadimanesh, S. Warren +3 more
2020Journal of Environmental Management34 citations
Semantic Scholar
Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach
M. Hemati, M. Mahdianpari, H. Shiri, F. Mohammadimanesh
2024Remote Sensing33 citations Open access
Semantic Scholar
Advancements in satellite-based methane point source monitoring: A systematic review
F. Mohammadimanesh, M. Mahdianpari, Ali Radman, Daniel J. Varon +2 more
2025Isprs Journal of Photogrammetry and Remote Sensing31 citations Open access
Semantic Scholar
Monitoring surface changes in discontinuous permafrost terrain using small baseline SAR interferometry, object-based classification, and geological features: a case study from Mayo, Yukon Territory, Canada
F. Mohammadimanesh, B. Salehi, M. Mahdianpari, J. English +2 more
2018GIScience & Remote Sensing31 citations Open access
Semantic Scholar
A Novel Spatio-Temporal Vision Transformer Model for Improving Wetland Mapping Using Multi-Seasonal Sentinel Data
Mohammad Marjani, F. Mohammadimanesh, M. Mahdianpari, Eric W. Gill
2024Remote Sensing Applications Society and Environment30 citations Open access
Semantic Scholar
A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme
Ali Jamali, M. Mahdianpari, F. Mohammadimanesh, B. Brisco +1 more
2021Water26 citations Open access
Semantic Scholar
Urban methane emission monitoring across North America using TROPOMI data: an analytical inversion approach
M. Hemati, M. Mahdianpari, R. Nassar, H. Shiri +1 more
2024Scientific Reports25 citations Open access
Semantic Scholar
The RADARSAT Constellation Mission Core Applications: First Results
M. Dabboor, I. Olthof, M. Mahdianpari, F. Mohammadimanesh +3 more
2022Remote Sensing25 citations Open access
Semantic Scholar
Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine
H. Jafarzadeh, M. Mahdianpari, Eric W. Gill, F. Mohammadimanesh
2024Italian National Conference on Sensors23 citations Open access
Semantic Scholar
Advancing Wetland Aboveground Biomass Mapping: Insights from High-Resolution PlanetScope Data in the Mississippi River Delta
M. Hemati, M. Mahdianpari, H. Shiri, F. Mohammadimanesh +2 more
2025Remote Sensing Applications Society and Environment21 citations Open access
Semantic Scholar
PRISMethaNet: A novel deep learning model for landfill methane detection using PRISMA satellite data
Mohammad Marjani, F. Mohammadimanesh, Daniel J. Varon, Ali Radman +1 more
2024Isprs Journal of Photogrammetry and Remote Sensing20 citations Open access
Semantic Scholar

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M. Mahdianpari — researcher profile on SciRah
B. Salehi×28
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B. Brisco×22
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Saeid Homayouni×15
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