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Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery

Remote sensing (Basel, Switzerland), 2018-07, Vol.10 (7), p.1119

2018

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Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery

ISPRS journal of photogrammetry and remote sensing, 2017-08, Vol.130, p.13-31

2017

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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

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (1), p.43

2019

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Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.6308-6325

2020

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A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth

Remote sensing (Basel, Switzerland), 2021-08, Vol.13 (15), p.2869

2021

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Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation

Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (21), p.4405

2021

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Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission

Remote sensing (Basel, Switzerland), 2020-10, Vol.12 (20), p.3283

2020

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Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3511

2020

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Urban methane emission monitoring across North America using TROPOMI data: an analytical inversion approach

Scientific reports, 2024-04, Vol.14 (1), p.9041-9041

2024

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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

Canadian journal of remote sensing, 2020-01, Vol.46 (1), p.15-33

2020

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A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.3602-3613

2021

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CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction

Remote sensing (Basel, Switzerland), 2024-04, Vol.16 (8), p.1467

2024

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Comprehensive Landsat-Based Analysis of Long-Term Surface Water Dynamics over Wetlands and Waterbodies in North America

Canadian journal of remote sensing, 2023-12, Vol.50 (1)

2023

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Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach

Remote sensing (Basel, Switzerland), 2024-03, Vol.16 (5), p.831

2024

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An Assessment of Simulated Compact Polarimetric SAR Data for Wetland Classification Using Random Forest Algorithm

Canadian journal of remote sensing, 2017-09, Vol.43 (5), p.468-484

2017

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Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification

Remote sensing (Basel, Switzerland), 2019-03, Vol.11 (5), p.516

2019

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Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review

Canadian journal of remote sensing, 2018-07, Vol.44 (4), p.247-262

2018

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Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine

Sensors (Basel, Switzerland), 2024-03, Vol.24 (5), p.1651

2024

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Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (11), p.1882

2020

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Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review

GIScience and remote sensing, 2021-10, Vol.58 (7), p.1022-1051

2021

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The Effect of PolSAR Image De-speckling on Wetland Classification: Introducing a New Adaptive Method

Canadian journal of remote sensing, 2017-09, Vol.43 (5), p.485-503

2017

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The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine

Canadian journal of remote sensing, 2020-05, Vol.46 (3), p.360-375

2020

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Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification

Remote sensing (Basel, Switzerland), 2023-01, Vol.15 (1), p.75

2023

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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, 2024, Vol.17, p.1035-1052

2024

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Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery

Remote sensing (Basel, Switzerland), 2021-06, Vol.13 (11), p.2046

2021

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Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery

Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery

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

Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth

Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation

Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission

Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models

Urban methane emission monitoring across North America using TROPOMI data: an analytical inversion approach

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

A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications

CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction

Comprehensive Landsat-Based Analysis of Long-Term Surface Water Dynamics over Wetlands and Waterbodies in North America

Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach

An Assessment of Simulated Compact Polarimetric SAR Data for Wetland Classification Using Random Forest Algorithm

Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification

Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review

Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine

Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America

Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review

The Effect of PolSAR Image De-speckling on Wetland Classification: Introducing a New Adaptive Method

The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine

Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification

Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches

Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery

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