Related references
Note: Only part of the references are listed.WetNet: A Spatial-Temporal Ensemble Deep Learning Model for Wetland Classification Using Sentinel-1 and Sentinel-2
Benyamin Hosseiny et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2022)
Review on Convolutional Neural Networks (CNN) in vegetation remote sensing
Teja Kattenborn et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2021)
Image classification with deep learning in the presence of noisy labels: A survey
Gorkem Algan et al.
KNOWLEDGE-BASED SYSTEMS (2021)
Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework
Muhammad Attique Khan et al.
PATTERN RECOGNITION LETTERS (2021)
Vision Transformers for Remote Sensing Image Classification
Yakoub Bazi et al.
REMOTE SENSING (2021)
A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme
Ali Jamali et al.
WATER (2021)
Wetland Mapping Using Multi-Spectral Satellite Imagery and Deep Convolutional Neural Networks: A Case Study in Newfoundland and Labrador, Canada
Ali Jamali et al.
CANADIAN JOURNAL OF REMOTE SENSING (2021)
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification
Danfeng Hong et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2021)
Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data
Ali Jamali et al.
GISCIENCE & REMOTE SENSING (2021)
Object-based random forest wetland mapping in Conne River, Newfoundland, Canada
Jean Elizabeth Granger et al.
JOURNAL OF APPLIED REMOTE SENSING (2021)
Improved Support Vector Machine Enabled Radial Basis Function and Linear Variants for Remote Sensing Image Classification
Abdul Razaque et al.
SENSORS (2021)
Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery
Ali Jamali et al.
REMOTE SENSING (2021)
The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform
Masoud Mahdianpari et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications
Hamid Ghanbari et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
Evaluation of the Landsat-Based Canadian Wetland Inventory Map Using Multiple Sources: Challenges of Large-Scale Wetland Classification Using Remote Sensing
Meisam Amani et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention
Haikel Alhichri et al.
IEEE ACCESS (2021)
How climate change might affect tree regeneration following fire at northern latitudes: a review
Dominique Boucher et al.
NEW FORESTS (2020)
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
Masoud Mahdianpari et al.
CANADIAN JOURNAL OF REMOTE SENSING (2020)
HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers
Ji He et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)
Analysis of various optimizers on deep convolutional neural network model in the application of hyperspectral remote sensing image classification
Somenath Bera et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2020)
Ancient Mural Classification Method Based on Improved AlexNet Network
Jianfang Cao et al.
STUDIES IN CONSERVATION (2020)
Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada
Evan R. DeLancey et al.
REMOTE SENSING (2020)
Mapping wetland characteristics using temporally dense Sentinel-1 and Sentinel-2 data: A case study in the St. Lucia wetlands, South Africa
Bart Slagter et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2020)
Supervised wetland classification using high spatial resolution optical, SAR, and LiDAR imagery
Meisam Amani et al.
JOURNAL OF APPLIED REMOTE SENSING (2020)
A remote sensing approach to mapping fire severity in south-eastern Australia using sentinel 2 and random forest
Rebecca Gibson et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Process Variable Importance Analysis by Use of Random Forests in a Shapley Regression Framework
Chris Aldrich
MINERALS (2020)
National wetland mapping in China: A new product resulting from object-based and hierarchical classification of Landsat 8 OLI images
Dehua Mao et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2020)
Evaluation of Sentinel 1-derived and open-access digital elevation model products in mountainous areas of Western Ghats, India
Suresh Devaraj et al.
ARABIAN JOURNAL OF GEOSCIENCES (2020)
Training data requirements for fire severity mapping using Landsat imagery and random forest
Luke Collins et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran
R. Taghizadeh-Mehrjardi et al.
GEODERMA (2020)
A comprehensive review of deep learning applications in hydrology and water resources
Muhammed Sit et al.
WATER SCIENCE AND TECHNOLOGY (2020)
Wetland Mapping with Landsat 8 OLI, Sentinel-1, ALOS-1 PALSAR, and LiDAR Data in Southern New Brunswick, Canada
Armand LaRocque et al.
REMOTE SENSING (2020)
Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America
Masoud Mandianpari et al.
REMOTE SENSING (2020)
A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland
M. Mahdianpari et al.
GISCIENCE & REMOTE SENSING (2020)
A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models
Ayub Mohammadi et al.
SENSORS (2020)
A Deep Neural Network Combined CNN and GCN for Remote Sensing Scene Classification
Jiali Liang et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review
Mohammadreza Sheykhmousa et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)
5 Full and Simulated Compact Polarimetry SAR Responses to Canadian Wetlands: Separability Analysis and Classification
Fariba Mohammadimanesh et al.
REMOTE SENSING (2019)
A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem
Fariba Mohammadimanesh et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)
Deep learning in remote sensing applications: A meta-analysis and review
Lei Ma et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)
A cloud detection algorithm for satellite imagery based on deep learning
Jacob Hoxbroe Jeppesen et al.
REMOTE SENSING OF ENVIRONMENT (2019)
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
Masoud Mahdianpari et al.
REMOTE SENSING (2019)
Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery
Mohammad Rezaee et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)
3-D Deep Learning Approach for Remote Sensing Image Classification
Amina Ben Hamida et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)
A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification
Ce Zhang et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
Spectral analysis of wetlands using multi-source optical satellite imagery
Meisam Amani et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
Multi-temporal, multi-frequency, and multi-polarization coherence and SAR backscatter analysis of wetlands
Fariba Mohammadimanesh et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
China's wetlands loss to urban expansion
Dehua Mao et al.
LAND DEGRADATION & DEVELOPMENT (2018)
The utility of Random Forests for wildfire severity mapping
L. Collins et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using Po1SAR imagery
Masoud Mahdianpari et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery
Masoud Mahdianpari et al.
REMOTE SENSING (2018)
Wildfire-mediated vegetation change in boreal forests of Alberta, Canada
Diana Stralberg et al.
ECOSPHERE (2018)
Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review
Fariba Mohammadimanesh et al.
CANADIAN JOURNAL OF REMOTE SENSING (2018)
Monthly Analysis of Wetlands Dynamics Using Remote Sensing Data
Gordana Kaplan et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2018)
Potential carbon loss associated with post-settlement wetland conversion in southern Ontario, Canada
Eunji Byun et al.
CARBON BALANCE AND MANAGEMENT (2018)
Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery
Masoud Mandianpari et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)
An Assessment of Simulated Compact Polarimetric SAR Data for Wetland Classification Using Random Forest Algorithm
Masoud Mahdianpari et al.
CANADIAN JOURNAL OF REMOTE SENSING (2017)
Random forest in remote sensing: A review of applications and future directions
Mariana Belgiu et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)
Estimating global natural wetland methane emissions using process modelling: spatio-temporal patterns and contributions to atmospheric methane fluctuations
Qiuan Zhu et al.
GLOBAL ECOLOGY AND BIOGEOGRAPHY (2015)
Increased tree establishment in Lithuanian peat bogs - Insights from field and remotely sensed approaches
Johannes Edvardsson et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2015)
Suitability mapping of global wetland areas and validation with remotely sensed data
Zhu Peng et al.
SCIENCE CHINA-EARTH SCIENCES (2014)
Tidal wetland stability in the face of human impacts and sea-level rise
Matthew L. Kirwan et al.
NATURE (2013)
Drivers of Wetland Conversion: a Global Meta-Analysis
Sanneke van Asselen et al.
PLOS ONE (2013)
An assessment of the effectiveness of a random forest classifier for land-cover classification
V. F. Rodriguez-Galiano et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2012)
Beyond Predictions: Biodiversity Conservation in a Changing Climate
Terence P. Dawson et al.
SCIENCE (2011)
Hurricane-induced failure of low salinity wetlands
Nick C. Howes et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2010)
Decreased summer water table depth affects peatland vegetation
Angela Breeuwer et al.
BASIC AND APPLIED ECOLOGY (2009)
Causes and consequences of invasive plants in wetlands: Opportunities, opportunists, and outcomes
JB Zedler et al.
CRITICAL REVIEWS IN PLANT SCIENCES (2004)
The value of wetlands: importance of scale and landscape setting
WJ Mitsch et al.
ECOLOGICAL ECONOMICS (2000)
Share Paper
