Using Random Forest Classification and Nationally Available Geospatial Data to Screen for Wetlands over Large Geographic Regions

Evaluating the potential for site-specific modification of LiDAR DEM derivatives to improve environmental planning-scale wetland identification using Random Forest classification

(2018) Gina L. O'Neil et al.   JOURNAL OF HYDROLOGY

Identifying Feasible Locations for Wetland Creation or Restoration in Catchments by Suitability Modelling Using Light Detection and Ranging (LiDAR) Digital Elevation Model (DEM)

(2018) Evelyn Uuemaa et al.   Water

Four Decades of Estuarine Wetland Changes in the Yellow River Delta Based on Landsat Observations Between 1973 and 2013

(2018) Changming Zhu et al.   Water

Land Cover Mapping from Remotely Sensed and Auxiliary Data for Harmonized Official Statistics

(2018) Hugo Costa et al.   ISPRS International Journal of Geo-Information

The Classification of Noise-Afflicted Remotely Sensed Data Using Three Machine-Learning Techniques: Effect of Different Levels and Types of Noise on Accuracy

(2018) Sornkitja Boonprong et al.   ISPRS International Journal of Geo-Information

Monthly Analysis of Wetlands Dynamics Using Remote Sensing Data

(2018) Gordana Kaplan et al.   ISPRS International Journal of Geo-Information

CO-RIP: A Riparian Vegetation and Corridor Extent Dataset for Colorado River Basin Streams and Rivers

(2018) Brian D. Woodward et al.   ISPRS International Journal of Geo-Information

A Review of Wetland Remote Sensing

(2017) Meng Guo et al.   SENSORS

Integrating Radarsat-2, Lidar, and Worldview-3 Imagery to Maximize Detection of Forested Inundation Extent in the Delmarva Peninsula, USA

(2017) Melanie Vanderhoof et al.   Remote Sensing

A Survey of Predictive Modeling on Imbalanced Domains

(2016) Paula Branco et al.   ACM COMPUTING SURVEYS

Applying a weighted random forests method to extract karst sinkholes from LiDAR data

(2016) Junfeng Zhu et al.   JOURNAL OF HYDROLOGY

Random Forest Classification of Wetland Landcovers from Multi-Sensor Data in the Arid Region of Xinjiang, China

(2016) Shaohong Tian et al.   Remote Sensing

A Geospatial Methodology to Identify Locations of Concentrated Runoff from Agricultural Fields

(2015) Gregory Hancock et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

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

(2015) Steven M. Kloiber et al.   WETLANDS

Use of bi-Seasonal Landsat-8 Imagery for Mapping Marshland Plant Community Combinations at the Regional Scale

(2015) Sébastien Rapinel et al.   WETLANDS

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

Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance

(2014) Muhammad Hasan Ali Baig et al.   Remote Sensing Letters

Detecting Emergence, Growth, and Senescence of Wetland Vegetation with Polarimetric Synthetic Aperture Radar (SAR) Data

(2014) Alisa Gallant et al.   Water

Wetland mapping with LiDAR derivatives, SAR polarimetric decompositions, and LiDAR–SAR fusion using a random forest classifier

(2013) Koreen Millard et al.   CANADIAN JOURNAL OF REMOTE SENSING

A comparison of wetness indices for the prediction of observed connected saturated areas under contrasting conditions

(2013) Geneviève Ali et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Coastal wetland mapping combining multi-date SAR and LiDAR

(2013) Thomas Richard Allen et al.   Geocarto International

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

Topographic Metrics for Improved Mapping of Forested Wetlands

(2012) Megan Lang et al.   WETLANDS

Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data

(2011) Xin Miao 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

Remote Sensing of Wetlands: Case Studies Comparing Practical Techniques

(2011) Victor Klemas   JOURNAL OF COASTAL RESEARCH

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

Topographic modelling of soil moisture conditions: a comparison and verification of two models

(2009) P. N. C. Murphy et al.   EUROPEAN JOURNAL OF SOIL SCIENCE