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

Haifa Tamiminia, Bahram Salehi, Masoud Mahdianpari, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Systematic ReviewEngineeringData ScienceGeographyGeo-big Data Applications +8

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

Mohammadreza Sheykhmousa, Masoud Mahdianpari, Hamid Ghanbari, +3

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringMachine LearningForest BiometricsForestryLand Cover +18

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

Masoud Mahdianpari, Bahram Salehi, Mohammad Rezaee, +2

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningLand UseWetland Mapping +18

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, Bahram Salehi, Fariba Mohammadimanesh, +2

Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringForestrySentinel-2 Data +16

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

Masoud Mahdianpari, Bahram Salehi, Fariba Mohammadimanesh, +1

ISPRS Journal of Photogrammetry and Remote Sensing

Environmental MonitoringTerrasar-x ImageryAlos-2 L-bandSynthetic Aperture RadarLand Use +12

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

Mohammad Rezaee, Masoud Mahdianpari, Yun Zhang, +1

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural NetworkEngineeringWetland MappingLand CoverEarth Science +17

A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem

Fariba Mohammadimanesh, Bahram Salehi, Masoud Mahdianpari, +2

ISPRS Journal of Photogrammetry and Remote Sensing

RadarEarth ObservationConvolutional Neural NetworkPolarimetric Sar ImageryImage Analysis +13

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

Hamid Jafarzadeh, Masoud Mahdianpari, Eric W. Gill, +2

Remote Sensing

EngineeringMachine LearningBoosting Ensemble ClassifiersEnsemble AlgorithmEarth Science +20

Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada

Evan R. DeLancey, John F. Simms, Masoud Mahdianpari, +3

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningLarge-scale Wetland ClassificationCnn Product +16

A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland

Masoud Mahdianpari, Hamid Jafarzadeh, Jean Granger, +5

GIScience & Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringLand UseForestry +17