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 new synergistic approach for monitoring wetlands using Sentinels -1 and 2 data with object-based machine learning algorithms

(2018) Andrew Whyte et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

(2018) Mohammad Rezaee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An efficient feature optimization for wetland mapping by synergistic use of SAR intensity, interferometry, and polarimetry data

(2018) Fariba Mohammadimanesh et al.   International Journal of Applied Earth Observation and Geoinformation

Multi-temporal, multi-frequency, and multi-polarization coherence and SAR backscatter analysis of wetlands

(2018) Fariba Mohammadimanesh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using PolSAR imagery

(2018) Masoud Mahdianpari et al.   REMOTE SENSING OF ENVIRONMENT

A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems

(2018) Rosa Aguilar et al.   Remote Sensing

Mapping Vegetation and Land Use Types in Fanjingshan National Nature Reserve Using Google Earth Engine

(2018) Yu Tsai et al.   Remote Sensing

Using Google Earth Engine to Map Complex Shade-Grown Coffee Landscapes in Northern Nicaragua

(2018) Lisa C. Kelley et al.   Remote Sensing

Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran)

(2018) Sasan Vafaei et al.   Remote Sensing

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

(2018) Masoud Mahdianpari et al.   Remote Sensing

Monitoring surface changes in discontinuous permafrost terrain using small baseline SAR interferometry, object-based classification, and geological features: a case study from Mayo, Yukon Territory, Canada

(2018) Fariba Mohammadimanesh et al.   GIScience & Remote Sensing

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

(2018) Pardhasaradhi Teluguntla et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping land-based oil spills using high spatial resolution unmanned aerial vehicle imagery and electromagnetic induction survey data

(2018) Masoud Mahdianpari et al.   Journal of Applied Remote Sensing

Mapping Mining Areas in the Brazilian Amazon Using MSI/Sentinel-2 Imagery (2017)

(2018) Felipe de Lucia Lobo et al.   Remote Sensing

Mapping up-to-Date Paddy Rice Extent at 10 M Resolution in China through the Integration of Optical and Synthetic Aperture Radar Images

(2018) Xin Zhang et al.   Remote Sensing

Targeted Grassland Monitoring at Parcel Level Using Sentinels, Street-Level Images and Field Observations

(2018) Raphaël d’Andrimont et al.   Remote Sensing

Google Earth Engine Applications Since Inception: Usage, Trends, and Potential

(2018) Lalit Kumar et al.   Remote Sensing

Leveraging the Google Earth Engine for Drought Assessment Using Global Soil Moisture Data

(2018) Nazmus Sazib et al.   Remote Sensing

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

(2018) Fariba Mohammadimanesh et al.   CANADIAN JOURNAL OF REMOTE SENSING

A National Assessment of Wetland Status and Trends for Canada’s Forested Ecosystems Using 33 Years of Earth Observation Satellite Data

(2018) Michael Wulder et al.   Remote Sensing

Radar Remote Sensing of Agricultural Canopies: A Review

(2017) Susan C. Steele-Dunne et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A mangrove forest map of China in 2015: Analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform

(2017) Bangqian Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2017) Masoud Mahdianpari et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping major land cover dynamics in Beijing using all Landsat images in Google Earth Engine

(2017) Huabing Huang et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

(2017) Phan Thanh Noi et al.   SENSORS

Google Earth Engine, Open-Access Satellite Data, and Machine Learning in Support of Large-Area Probabilistic Wetland Mapping

(2017) Jennifer Hird et al.   Remote Sensing

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

(2017) Masoud Mahdianpari et al.   CANADIAN JOURNAL OF REMOTE SENSING

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

(2017) Masoud Mahdianpari et al.   CANADIAN JOURNAL OF REMOTE SENSING

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High-resolution mapping of global surface water and its long-term changes

(2016) Jean-François Pekel et al.   NATURE

Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine

(2016) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

Dual-season and full-polarimetric C band SAR assessment for vegetation mapping in the Amazon várzea wetlands

(2016) Luiz Felipe de Almeida Furtado et al.   REMOTE SENSING OF ENVIRONMENT

A novel approach to mapping land conversion using Google Earth with an application to East Africa

(2015) Andrew Jacobson et al.   ENVIRONMENTAL MODELLING & SOFTWARE

The Challenges of Remote Monitoring of Wetlands

(2015) Alisa Gallant   Remote Sensing

Jeffries Matusita based mixed-measure for improved spectral matching in hyperspectral image analysis

(2014) S. Padma et al.   International Journal of Applied Earth Observation and Geoinformation

Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data

(2014) Sybrand van Beijma et al.   REMOTE SENSING OF ENVIRONMENT

A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping

(2013) Patrick Griffiths et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Analysis of Dynamic Thresholds for the Normalized Difference Water Index

(2013) Lei Ji et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

Seasonal Composite Landsat TM/ETM+ Images Using the Medoid (a Multi-Dimensional Median)

(2013) Neil Flood   Remote Sensing

Wetlands, carbon, and climate change

(2012) William J. Mitsch et al.   LANDSCAPE ECOLOGY

The European Earth monitoring (GMES) programme: Status and perspectives

(2012) Josef Aschbacher et al.   REMOTE SENSING OF ENVIRONMENT

Opening the archive: How free data has enabled the science and monitoring promise of Landsat

(2012) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of pixel- and object-based classification in land cover change mapping

(2011) Laura Dingle Robertson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of multisource image fusion methods and land cover classification

(2011) D. Amarsaikhan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Continuity of Landsat observations: Short term considerations

(2010) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Wetland mapping in the Congo Basin using optical and radar remotely sensed data and derived topographical indices

(2009) Jean-Robert B. Bwangoy et al.   REMOTE SENSING OF ENVIRONMENT

Web-enabled Landsat Data (WELD): Landsat ETM+ composited mosaics of the conterminous United States

(2009) David P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Mapping northern wetlands with high resolution satellite images and LiDAR

(2009) Melissa Maxa et al.   WETLANDS

Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review

(2009) Elhadi Adam et al.   WETLANDS ECOLOGY AND MANAGEMENT

Improved Sigma Filter for Speckle Filtering of SAR Imagery

(2008) Jong-Sen Lee et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote sensing imagery in vegetation mapping: a review

(2008) Y. Xie et al.   Journal of Plant Ecology