Large-scale probabilistic identification of boreal peatlands using Google Earth Engine, open-access satellite data, and machine learning

Monitoring Hydro Temporal Variability in Alberta, Canada with Multi-Temporal Sentinel-1 SAR Data

(2018) Evan R. DeLancey et al.   CANADIAN JOURNAL OF REMOTE SENSING

PEATMAP: Refining estimates of global peatland distribution based on a meta-analysis

(2018) Jiren Xu et al.   CATENA

Wetland hydroperiod classification in the western prairies using multitemporal synthetic aperture radar

(2018) Joshua S. Montgomery et al.   HYDROLOGICAL PROCESSES

A Hierarchical Fully Convolutional Network Integrated with Sparse and Low-Rank Subspace Representations for PolSAR Imagery Classification

(2018) Yan Wang et al.   Remote Sensing

Enhancing Land Cover Mapping through Integration of Pixel-Based and Object-Based Classifications from Remotely Sensed Imagery

(2018) Yuehong Chen et al.   Remote Sensing

Monitoring Hydro Temporal Variability in Alberta, Canada with Multi-Temporal Sentinel-1 SAR Data

(2018) Evan R. DeLancey et al.   CANADIAN JOURNAL OF REMOTE SENSING

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Contributions of C-Band SAR Data and Polarimetric Decompositions to Subarctic Boreal Peatland Mapping

(2017) Michael A. Merchant et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Google Earth Engine: Planetary-scale geospatial analysis for everyone

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

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

Moving to the RADARSAT Constellation Mission: Comparing Synthesized Compact Polarimetry and Dual Polarimetry Data with Fully Polarimetric RADARSAT-2 Data for Image Classification of Peatlands

(2017) Lori White et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

A Physically Based Terrain Morphology and Vegetation Structural Classification for Wetlands of the Boreal Plains, Alberta, Canada

(2016) Laura Chasmer et al.   CANADIAN JOURNAL OF REMOTE SENSING

Using forest structure to predict the distribution of treed boreal peatlands in Canada

(2016) Dan K. Thompson et al.   FOREST ECOLOGY AND MANAGEMENT

Rapid carbon loss and slow recovery following permafrost thaw in boreal peatlands

(2016) Miriam C. Jones et al.   GLOBAL CHANGE BIOLOGY

A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research

(2016) Reza Khatami et al.   REMOTE SENSING OF ENVIRONMENT

Mapping and Hydrologic Attribution of Temporary Wetlands Using Recurrent Landsat Imagery

(2016) Daniel Dvorett et al.   WETLANDS

A Physically Based Terrain Morphology and Vegetation Structural Classification for Wetlands of the Boreal Plains, Alberta, Canada

(2016) Laura Chasmer et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote sensing of ecosystem services: A systematic review

(2015) Caio C. de Araujo Barbosa et al.   ECOLOGICAL INDICATORS

Global vulnerability of peatlands to fire and carbon loss

(2015) Merritt R. Turetsky et al.   Nature Geoscience

Remote Sensing Reversion of Water Depths and Water Management for the Stopover Site of Siberian Cranes at Momoge, China

(2015) Hongxing Jiang et al.   WETLANDS

The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands

(2015) Jennifer Corcoran et al.   Remote Sensing

A Collection of SAR Methodologies for Monitoring Wetlands

(2015) Lori White et al.   Remote Sensing

On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping

(2015) Koreen Millard et al.   Remote Sensing

On the Effects of Scale for Ecosystem Services Mapping

(2014) Adrienne Grêt-Regamey et al.   PLoS One

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota

(2013) Jennifer Corcoran et al.   Remote Sensing

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation

(2012) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Topographic Metrics for Improved Mapping of Forested Wetlands

(2012) Megan Lang et al.   WETLANDS

Scale-dependent controls on the area burned in the boreal forest of Canada, 1980–2005

(2010) Marc-André Parisien et al.   ECOLOGICAL APPLICATIONS

Value of Using Different Vegetative Indices to Quantify Agricultural Crop Characteristics at Different Growth Stages under Varying Management Practices

(2010) Jerry L. Hatfield et al.   Remote Sensing

Improved Sigma Filter for Speckle Filtering of SAR Imagery

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

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY