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

Landsat-based classification in the cloud: An opportunity for a paradigm shift in land cover monitoring

(2017) G. Azzari et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

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

Identifying Small Depressional Wetlands and Using a Topographic Position Index to Infer Hydroperiod Regimes for Pond-Breeding Amphibians

(2017) Jeffrey W. Riley et al.   WETLANDS

Micro-topography driven vegetation patterns in open mosaic landscapes

(2016) Cici Alexander et al.   ECOLOGICAL INDICATORS

Assessing Nebraska playa wetland inundation status during 1985–2015 using Landsat data and Google Earth Engine

(2016) Zhenghong Tang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

ROSCC: An Efficient Remote Sensing Observation-Sharing Method Based on Cloud Computing for Soil Moisture Mapping in Precision Agriculture

(2016) Lianjie Zhou et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The dynamics of Earth's surface water

(2016) Dai Yamazaki et al.   NATURE

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

(2016) Jean-François Pekel et al.   NATURE

Using a multiscale, probabilistic approach to identify spatial-temporal wetland gradients

(2016) Charlotte G. Gabrielsen et al.   REMOTE SENSING OF ENVIRONMENT

Water Bodies’ Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band

(2016) Yun Du et al.   Remote Sensing

Collect Earth: Land Use and Land Cover Assessment through Augmented Visual Interpretation

(2016) Adia Bey et al.   Remote Sensing

Detecting the Boundaries of Urban Areas in India: A Dataset for Pixel-Based Image Classification in Google Earth Engine

(2016) Ran Goldblatt et al.   Remote Sensing

Machine learning in geosciences and remote sensing

(2016) David J. Lary et al.   Geoscience Frontiers

Distinguishing and mapping permanent and reversible paludified landscapes in Canadian black spruce forests

(2015) Ahmed Laamrani et al.   GEODERMA

A Semi-Automated, Multi-Source Data Fusion Update of a Wetland Inventory for East-Central Minnesota, USA

(2015) Steven M. Kloiber et al.   WETLANDS

An analysis of controls on fire activity in boreal Canada: comparing models built with different temporal resolutions

(2014) Marc-André Parisien et al.   ECOLOGICAL APPLICATIONS

An evaluation of DEMs derived from LiDAR and photogrammetry for wetland mapping

(2014) A R Hogg et al.   FORESTRY CHRONICLE

An Effective Method for Detecting Potential Woodland Vernal Pools Using High-Resolution LiDAR Data and Aerial Imagery

(2014) Qiusheng Wu et al.   Remote Sensing

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

(2013) M. C. Hansen et al.   SCIENCE

The integration of optical, topographic, and radar data for wetland mapping in northern Minnesota

(2012) Jennifer Corcoran et al.   CANADIAN JOURNAL OF REMOTE SENSING

Application of the topographic position index to heterogeneous landscapes

(2012) Jeroen De Reu et al.   GEOMORPHOLOGY

Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications

(2012) Kurt C. Kornelsen et al.   JOURNAL OF HYDROLOGY

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

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

Topographic Metrics for Improved Mapping of Forested Wetlands

(2012) Megan Lang et al.   WETLANDS

Determinants of reproductive success in dominant pairs of clownfish: a boosted regression tree analysis

(2011) Peter M. Buston et al.   JOURNAL OF ANIMAL ECOLOGY

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

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

Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data

(2010) Imen Gherboudj et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of earth observation based long term vegetation trends — Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data

(2009) Rasmus Fensholt 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

A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and kappa

(2008) Elizabeth A. Freeman et al.   ECOLOGICAL MODELLING

A working guide to boosted regression trees

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

Free Access to Landsat Imagery

(2008) C. E. Woodcock et al.   SCIENCE

Characterizing hydrodynamics on boreal landscapes using archived synthetic aperture radar imagery

(2007) G. Z. Sass et al.   HYDROLOGICAL PROCESSES