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M. Mahdianpari · SciRah

Researcher profile · Semantic Scholar

M. Mahdianpari

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M. Mahdianpari — researcher profile on SciRah

h-index: 41
Works: 141
Citations: 7,396

Most-cited papers

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
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 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
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
Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data
Ali Jamali, M. Mahdianpari
2022Remote Sensing88 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
State-wide forest canopy height and aboveground biomass map for New York with 10 m resolution, integrating GEDI, Sentinel-1, and Sentinel-2 data
H. Tamiminia, B. Salehi, M. Mahdianpari, T. Goulden
2023Ecological Informatics69 citations Open access
Semantic Scholar
FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction
Mohammad Marjani, S. A. Ahmadi, M. Mahdianpari
2023Ecological Informatics59 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
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
Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations
Hazhir Bahrami, Saeid Homayouni, A. Safari, Sayeh Mirzaei +2 more
2021Agronomy42 citations Open access
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
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
A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA
A. Zarei, M. Hasanlou, M. Mahdianpari
2021ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences40 citations Open access
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
A Meta-Analysis of Sea Ice Monitoring Using Spaceborne Polarimetric SAR: Advances in the Last Decade
Hangyu Lyu, Weimin Huang, M. Mahdianpari
2022IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing36 citations Open access
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
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
Mapping potential wetlands by a new framework method using random forest algorithm and big earth Earth data: a case study in China's Yangtze River Basin
Heng-Xing Xiang, Yan-Biao Xi, De-Hua Mao, M. Mahdianpari +5 more
2023Global Ecology and Conservation31 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
Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data
Hangyu Lyu, Weimin Huang, M. Mahdianpari
2022Remote Sensing29 citations Open access
Semantic Scholar
A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization
Hazhir Bahrami, H. Mcnairn, M. Mahdianpari, Saeid Homayouni
2022Remote Sensing29 citations Open access
Semantic Scholar
RADARSAT Constellation Mission’s Operational Polarimetric Modes: A User-Driven Radar Architecture
R. Raney, B. Brisco, M. Dabboor, M. Mahdianpari
202129 citations Open access
Semantic Scholar
A Cloud-Based Framework for Large-Scale Monitoring of Ocean Plastics Using Multi-Spectral Satellite Imagery and Generative Adversarial Network
Ali Jamali, M. Mahdianpari
2021Water29 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
Comparison of Machine and Deep Learning Methods to Estimate Shrub Willow Biomass from UAS Imagery
H. Tamiminia, B. Salehi, M. Mahdianpari, C. Beier +2 more
2021Canadian journal of remote sensing25 citations
Semantic Scholar
Wet-GC: A Novel Multimodel Graph Convolutional Approach for Wetland Classification Using Sentinel-1 and 2 Imagery With Limited Training Samples
H. Jafarzadeh, M. Mahdianpari, E. Gill
2022IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing24 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
Assessing the Impacts of Rising Sea Level on Coastal Morpho-Dynamics with Automated High-Frequency Shoreline Mapping Using Multi-Sensor Optical Satellites
N. Adebisi, A. Balogun, M. Mahdianpari, Teh Hee Min
2021Remote Sensing23 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
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping
M. Merchant, B. Brisco, M. Mahdianpari, L. Bourgeau-Chavez +3 more
2023International Journal of Applied Earth Observation and Geoinformation19 citations Open access
Semantic Scholar
Moving Toward L‐Band NASA‐ISRO SAR Mission (NISAR) Dense Time Series: Multipolarization Object‐Based Classification of Wetlands Using Two Machine Learning Algorithms
S. Adeli, B. Salehi, M. Mahdianpari, L. J. Quackenbush +1 more
2021Earth and Space Science19 citations Open access
Semantic Scholar
FusionFireNet: A CNN-LSTM Model for Short-Term Wildfire Hotspot Prediction Utilizing Spatio-Temporal Datasets
Niloofar Alizadeh, M. Mahdianpari, Emadoddin Hemmati, Mohammad Marjani
2024Remote Sensing Applications Society and Environment17 citations Open access
Semantic Scholar
Swin Transformer for Complex Coastal Wetland Classification Using the Integration of Sentinel-1 and Sentinel-2 Imagery
Ali Jamali, M. Mahdianpari
2022Water16 citations Open access
Semantic Scholar
Wet-ConViT: A Hybrid Convolutional-Transformer Model for Efficient Wetland Classification Using Satellite Data
Ali Radman, F. Mohammadimanesh, M. Mahdianpari
2024Remote Sensing15 citations Open access
Semantic Scholar
3-D Hybrid CNN Combined With 3-D Generative Adversarial Network for Wetland Classification With Limited Training Data
Ali Jamali, M. Mahdianpari, F. Mohammadimanesh, B. Brisco +1 more
2022IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing15 citations Open access
Semantic Scholar
Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification
Ali Radman, M. Mahdianpari, B. Brisco, B. Salehi +1 more
2022Remote Sensing15 citations Open access
Semantic Scholar
TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning
Rezvan Habibollahi, S. Seydi, M. Hasanlou, M. Mahdianpari
2022Remote Sensing15 citations Open access
Semantic Scholar
Object-based random forest wetland mapping in Conne River, Newfoundland, Canada
J. Granger, M. Mahdianpari, T. Puestow, S. Warren +3 more
2021Journal of Applied Remote Sensing15 citations
Semantic Scholar

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