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

Use of GIS and high resolution LiDAR in salt marsh restoration site suitability assessments in the upper Bay of Fundy, Canada

(2013) K. Millard et al.   WETLANDS ECOLOGY AND MANAGEMENT

Towards operational radar-only crop type classification: comparison of a traditional decision tree with a random forest classifier

(2012) B. Deschamps et al.   CANADIAN JOURNAL OF REMOTE SENSING

Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests

(2012) Dennis C. Duro et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Surface moisture and vegetation influences on lidar intensity data in an agricultural watershed

(2011) Kevin Garroway et al.   CANADIAN JOURNAL OF REMOTE SENSING

Classification of sorted patterned ground areas based on their environmental characteristics (Skagafjörður, Northern Iceland)

(2011) Thierry Feuillet et al.   GEOMORPHOLOGY

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

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

Contextual land-cover classification: incorporating spatial dependence in land-cover classification models using random forests and the Getis statistic

(2011) B. Ghimire et al.   Remote Sensing Letters

Dealing with microtopography of an ombrotrophic bog for simulating ecosystem-level CO2 exchanges

(2010) Jianghua Wu et al.   ECOLOGICAL MODELLING

Advances in Canadian Peatland Hydrology, 2003-2007

(2009) J M Waddington et al.   Canadian Water Resources Journal

Airborne small-footprint discrete-return LiDAR data in the assessment of boreal mire surface patterns, vegetation, and habitats

(2009) Ilkka Korpela et al.   FOREST ECOLOGY AND MANAGEMENT

Phase of Target Scattering for Wetland Characterization Using Polarimetric C-Band SAR

(2009) R. Touzi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classifier ensembles for land cover mapping using multitemporal SAR imagery

(2009) Björn Waske et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Radar detection of wetland ecosystems: a review

(2008) Floyd M. Henderson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A multi-scale remote sensing approach for monitoring northern peatland hydrology: Present possibilities and future challenges

(2008) Angela Harris et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Spatially explicit simulation of peatland hydrology and carbon dioxide exchange: Influence of mesoscale topography

(2008) O. Sonnentag et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Remote sensing imagery in vegetation mapping: a review

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

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