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Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

ISPRS journal of photogrammetry and remote sensing, 2020-06, Vol.164, p.152-170

2020

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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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Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (2), p.359

2022

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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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Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-09, Vol.11 (9), p.3030-3039

2018

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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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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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A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples

International journal of applied earth observation and geoinformation, 2022-12, Vol.115, p.103095, Article 103095

2022

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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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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.9041-16, Article 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 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, Vol.15, p.6158-6179

2022

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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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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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Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data

Remote sensing (Basel, Switzerland), 2022-03, Vol.14 (5), p.1165

2022

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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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A Cloud-Based Framework for Large-Scale Monitoring of Ocean Plastics Using Multi-Spectral Satellite Imagery and Generative Adversarial Network

Water (Basel), 2021-09, Vol.13 (18), p.2553

2021

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Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing

Remote sensing (Basel, Switzerland), 2023-10, Vol.15 (20), p.4960

2023

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A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization

Remote sensing (Basel, Switzerland), 2022-11, Vol.14 (22), p.5633

2022

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Swin Transformer for Complex Coastal Wetland Classification Using the Integration of Sentinel-1 and Sentinel-2 Imagery

Water (Basel), 2022-01, Vol.14 (2), p.178

2022

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Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

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

Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data

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

Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing 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

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

A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples

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

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 Sea Ice Monitoring Using Spaceborne Polarimetric SAR: Advances in the Last Decade

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

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

Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data

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

A Cloud-Based Framework for Large-Scale Monitoring of Ocean Plastics Using Multi-Spectral Satellite Imagery and Generative Adversarial Network

Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing

A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization

Swin Transformer for Complex Coastal Wetland Classification Using the Integration of Sentinel-1 and Sentinel-2 Imagery

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