A comparison of Gaussian process regression, random forests and support vector regression for burn severity assessment in diseased forests

Influence of recent bark beetle outbreak on fire severity and postfire tree regeneration in montane Douglas-fir forests

(2013) Brian J. Harvey et al.   ECOLOGY

Bayesian Learning with Gaussian Processes for Supervised Classification of Hyperspectral Data

(2013) Kaiguang Zhao et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A Support Vector Regression Approach to Estimate Forest Biophysical Parameters at the Object Level Using Airborne Lidar Transects and QuickBird Data

(2013) Gang Chen et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

An alternative spectral index for rapid fire severity assessments

(2012) S. Veraverbeke et al.   REMOTE SENSING OF ENVIRONMENT

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Characterizing forest canopy structure with lidar composite metrics and machine learning

(2011) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating Spectral Indices for Assessing Fire Severity in Chaparral Ecosystems (Southern California) Using MODIS/ASTER (MASTER) Airborne Simulator Data

(2011) Sarah Harris et al.   Remote Sensing

Interacting disturbances: wildfire severity affected by stage of forest disease invasion

(2010) Margaret R. Metz et al.   ECOLOGICAL APPLICATIONS

Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

(2010) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

A multiscale geographic object-based image analysis to estimate lidar-measured forest canopy height using Quickbird imagery

(2010) Gang Chen et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests

(2009) Heather Keith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Using SPOT images and field sampling to map burn severity and vegetation factors affecting post forest fire erosion risk

(2008) D.M. Fox et al.   CATENA

Bark beetles, fuels, fires and implications for forest management in the Intermountain West

(2007) Michael J. Jenkins et al.   FOREST ECOLOGY AND MANAGEMENT