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

SVM-based soft classification of urban tree species using very high-spatial resolution remote-sensing imagery

(2016) Jianhua Zhou et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classification of coastal wetlands in eastern China using polarimetric SAR data

(2015) Yuanyuan Chen et al.   Arabian Journal of Geosciences

Combined use of LiDAR data and multispectral earth observation imagery for wetland habitat mapping

(2015) Sébastien Rapinel et al.   International Journal of Applied Earth Observation and Geoinformation

Hyper-temporal SPOT-NDVI dataset parameterization captures species distributions

(2015) Atkilt Girma et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Mapping dynamic cover types in a large seasonally flooded wetland using extended principal component analysis and object-based classification

(2015) Iryna Dronova et al.   REMOTE SENSING OF ENVIRONMENT

Prospective HyspIRI global observations of tidal wetlands

(2015) Kevin R. Turpie et al.   REMOTE SENSING OF ENVIRONMENT

Four decades of winter wetland changes in Poyang Lake based on Landsat observations between 1973 and 2013

(2015) Xingxing Han et al.   REMOTE SENSING OF ENVIRONMENT

Water Area Extraction Using RADARSAT SAR Imagery Combined with Landsat Imagery and Terrain Information

(2015) Seunghwan Hong et al.   SENSORS

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

(2015) Steven M. Kloiber et al.   WETLANDS

Wetlands of the Lowland Amazon Basin: Extent, Vegetative Cover, and Dual-season Inundated Area as Mapped with JERS-1 Synthetic Aperture Radar

(2015) Laura L. Hess et al.   WETLANDS

Analysis of landscape fragmentation processes and driving forces in wetlands in arid areas: A case study of the middle reaches of the Heihe River, China

(2014) Penghui Jiang et al.   ECOLOGICAL INDICATORS

Wetland Changes and Their Responses to Climate Change in the “Three-River Headwaters” Region of China since the 1990s

(2014) Laga Tong et al.   Energies

Improving image classification in a complex wetland ecosystem through image fusion techniques

(2014) Lalit Kumar et al.   Journal of Applied Remote Sensing

Hydrological dynamics of temporary wetlands in the southern Great Plains as a function of surrounding land use

(2014) S.D. Collins et al.   JOURNAL OF ARID ENVIRONMENTS

Mapping agricultural wetlands in the Sacramento Valley, USA with satellite remote sensing

(2014) Nathan Torbick et al.   WETLANDS ECOLOGY AND MANAGEMENT

High-resolution landcover classification using Random Forest

(2014) Matthew M. Hayes et al.   Remote Sensing Letters

Improved Wetland Classification Using Eight-Band High Resolution Satellite Imagery and a Hybrid Approach

(2014) Charles Lane et al.   Remote Sensing

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

Remote sensing of plant communities as a tool for assessing the condition of semiarid Mediterranean saline wetlands in agricultural catchments

(2013) J. Martínez-López et al.   International Journal of Applied Earth Observation and Geoinformation

Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data

(2013) Chengquan Huang et al.   REMOTE SENSING OF ENVIRONMENT

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

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

(2012) V.F. Rodriguez-Galiano et al.   REMOTE SENSING OF ENVIRONMENT

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

Ecological monitoring of wetlands in semi-arid region of Konya closed Basin, Turkey

(2011) Jay Krishna Thakur et al.   Regional Environmental Change

Object-based analysis and change detection of major wetland cover types and their classification uncertainty during the low water period at Poyang Lake, China

(2011) Iryna Dronova et al.   REMOTE SENSING OF ENVIRONMENT

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Use of textural measurements to map invasive wetland plants in the Hudson River National Estuarine Research Reserve with IKONOS satellite imagery

(2010) Magdeline Laba et al.   REMOTE SENSING OF ENVIRONMENT

Wetland monitoring using classification trees and SPOT-5 seasonal time series

(2009) Aurélie Davranche et al.   REMOTE SENSING OF ENVIRONMENT

Mapping wetlands in the Lower Mekong Basin for wetland resource and conservation management using Landsat ETM images and field survey data

(2008) Charlotte MacAlister et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT