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CVTNet: A Fusion of Convolutional Neural Networks and Vision Transformer for Wetland Mapping Using Sentinel-1 and Sentinel-2 Satellite Data.
- Published in:
- Remote Sensing, 2024, v. 16, n. 13, p. 2427, doi. 10.3390/rs16132427
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- Article
Urban methane emission monitoring across North America using TROPOMI data: an analytical inversion approach.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-58995-8
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- Article
Urban methane emission monitoring across North America using TROPOMI data: an analytical inversion approach.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-58995-8
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- Article
CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction.
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- Remote Sensing, 2024, v. 16, n. 8, p. 1467, doi. 10.3390/rs16081467
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- Article
Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach.
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- Remote Sensing, 2024, v. 16, n. 5, p. 831, doi. 10.3390/rs16050831
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- Article
Enhancing Wetland Mapping: Integrating Sentinel-1/2, GEDI Data, and Google Earth Engine.
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- Sensors (14248220), 2024, v. 24, n. 5, p. 1651, doi. 10.3390/s24051651
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- Article
Rapid Large-Scale Wetland Inventory Update Using Multi-Source Remote Sensing.
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- Remote Sensing, 2023, v. 15, n. 20, p. 4960, doi. 10.3390/rs15204960
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- Article
Iranian 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.
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- Environmental Monitoring & Assessment, 2023, v. 195, n. 5, p. 1, doi. 10.1007/s10661-023-11202-z
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- Article
Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification.
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- Remote Sensing, 2023, v. 15, n. 1, p. 75, doi. 10.3390/rs15010075
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- Article
Remote Sensing and Machine Learning Tools to Support Wetland Monitoring: A Meta-Analysis of Three Decades of Research.
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- Remote Sensing, 2022, v. 14, n. 23, p. 6104, doi. 10.3390/rs14236104
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- Article
A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization.
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- Remote Sensing, 2022, v. 14, n. 22, p. 5633, doi. 10.3390/rs14225633
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- Article
Monitoring Shoreline and Land Use/Land Cover Changes in Sandbanks Provincial Park Using Remote Sensing and Climate Data.
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- Water (20734441), 2022, v. 14, n. 22, p. 3593, doi. 10.3390/w14223593
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- Article
Mapping Two Decades of New York State Forest Aboveground Biomass Change Using Remote Sensing.
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- Remote Sensing, 2022, v. 14, n. 16, p. 4097, doi. 10.3390/rs14164097
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- Article
Eastern Arctic Sea Ice Sensing: First Results from the RADARSAT Constellation Mission Data.
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- Remote Sensing, 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/rs14051165
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TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning.
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- Remote Sensing, 2022, v. 14, n. 3, p. 438, doi. 10.3390/rs14030438
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- Article
The RADARSAT Constellation Mission Core Applications: First Results.
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- Remote Sensing, 2022, v. 14, n. 2, p. 301, doi. 10.3390/rs14020301
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- Article
Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data.
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- Remote Sensing, 2022, v. 14, n. 2, p. 359, doi. 10.3390/rs14020359
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- Article
Swin Transformer for Complex Coastal Wetland Classification Using the Integration of Sentinel-1 and Sentinel-2 Imagery.
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- Water (20734441), 2022, v. 14, n. 2, p. 178, doi. 10.3390/w14020178
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- Article
A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme.
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- Water (20734441), 2021, v. 13, n. 24, p. 3601, doi. 10.3390/w13243601
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- Article
Moving Toward L‐Band NASA‐ISRO SAR Mission (NISAR) Dense Time Series: Multipolarization Object‐Based Classification of Wetlands Using Two Machine Learning Algorithms.
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- Earth & Space Science, 2021, v. 8, n. 11, p. 1, doi. 10.1029/2021EA001742
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- Article
A Meta-Analysis on Harmful Algal Bloom (HAB) Detection and Monitoring: A Remote Sensing Perspective.
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- Remote Sensing, 2021, v. 13, n. 21, p. 4347, doi. 10.3390/rs13214347
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- Article
Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation.
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- Remote Sensing, 2021, v. 13, n. 21, p. 4405, doi. 10.3390/rs13214405
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- Article
Assessing the Impacts of Rising Sea Level on Coastal Morpho-Dynamics with Automated High-Frequency Shoreline Mapping Using Multi-Sensor Optical Satellites.
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- Remote Sensing, 2021, v. 13, n. 18, p. 3587, doi. 10.3390/rs13183587
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- Article
A Cloud-Based Framework for Large-Scale Monitoring of Ocean Plastics Using Multi-Spectral Satellite Imagery and Generative Adversarial Network.
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- Water (20734441), 2021, v. 13, n. 18, p. 2553, doi. 10.3390/w13182553
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- Article
Object-based random forest wetland mapping in Conne River, Newfoundland, Canada.
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- Journal of Applied Remote Sensing, 2021, v. 15, n. 3, p. 38506, doi. 10.1117/1.JRS.15.038506
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A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth.
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- Remote Sensing, 2021, v. 13, n. 15, p. 2869, doi. 10.3390/rs13152869
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- Article
Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations.
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- Agronomy, 2021, v. 11, n. 7, p. 1363, doi. 10.3390/agronomy11071363
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- Article
Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery.
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- Remote Sensing, 2021, v. 13, n. 11, p. 2046, doi. 10.3390/rs13112046
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Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models.
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- Remote Sensing, 2020, v. 12, n. 21, p. 3511, doi. 10.3390/rs12213511
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- Article
Hybrid Compact Polarimetric SAR for Environmental Monitoring with the RADARSAT Constellation Mission.
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- Remote Sensing, 2020, v. 12, n. 20, p. 3283, doi. 10.3390/rs12203283
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- Article
Wetland Monitoring Using SAR Data: A Meta-Analysis and Comprehensive Review.
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- Remote Sensing, 2020, v. 12, n. 14, p. 2190, doi. 10.3390/rs12142190
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- Article
Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America.
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- Remote Sensing, 2020, v. 12, n. 11, p. 1882, doi. 10.3390/rs12111882
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- Article
Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada.
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- Remote Sensing, 2020, v. 12, n. 1, p. 2, doi. 10.3390/rs12010002
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- Article
Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM).
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- Remote Sensing, 2019, v. 11, n. 13, p. 1582, doi. 10.3390/rs11131582
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- Article
Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification.
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- Remote Sensing, 2019, v. 11, n. 5, p. 516, doi. 10.3390/rs11050516
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- Article
A novel convolutional neural network for digital soil mapping.
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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Mapping land-based oil spills using high spatial resolution unmanned aerial vehicle imagery and electromagnetic induction survey data.
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- Journal of Applied Remote Sensing, 2018, v. 12, n. 3, p. 1, doi. 10.1117/1.JRS.12.036015
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- Article
Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery.
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- Remote Sensing, 2018, v. 10, n. 7, p. 1119, doi. 10.3390/rs10071119
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- Article