Analyzing Land Cover Change and Urban Growth Trajectories of the Mega-Urban Region of Dhaka Using Remotely Sensed Data and an Ensemble Classifier

Estimating Mediterranean forest parameters using multi seasonal Landsat 8 OLI imagery and an ensemble learning method

(2017) Irene Chrysafis et al.   REMOTE SENSING OF ENVIRONMENT

Urban Land Extraction Using VIIRS Nighttime Light Data: An Evaluation of Three Popular Methods

(2017) Yinyin Dou et al.   Remote Sensing

Random forest for ordinal responses: Prediction and variable selection

(2016) Silke Janitza et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A new approach for land cover classification and change analysis: Integrating backdating and an object-based method

(2016) Wenjuan Yu et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring Urban Dynamics in the Southeast U.S.A. Using Time-Series DMSP/OLS Nightlight Imagery

(2016) Qingting Li et al.   Remote Sensing

Land cover mapping based on random forest classification of multitemporal spectral and thermal images

(2015) Vahid Eisavi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Impact of Urbanization and Land-Use Change on Surface Climate in Middle and Lower Reaches of the Yangtze River, 1988–2008

(2015) Xiaowei Yao et al.   Advances in Meteorology

Examination of land use/land cover changes, urban growth dynamics, and environmental sustainability in Chittagong city, Bangladesh

(2015) Mohammad Mehedy Hassan et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Variable selection by Random Forests using data with missing values

(2014) A. Hapfelmeier et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Agricultural landscape pattern changes in response to urbanization at ecoregional scale

(2014) Shiliang Su et al.   ECOLOGICAL INDICATORS

Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

(2014) Yuguo Qian et al.   Remote Sensing

Assessing the effect of green cover spatial patterns on urban land surface temperature using landscape metrics approach

(2014) Ali Asgarian et al.   URBAN ECOSYSTEMS

Variability of annual daily maximum rainfall of Dhaka, Bangladesh

(2013) Faisal Ahammed et al.   ATMOSPHERIC RESEARCH

Use of random forests for modeling and mapping forest canopy fuels for fire behavior analysis in Lassen Volcanic National Park, California, USA

(2012) Andrew D. Pierce et al.   FOREST ECOLOGY AND MANAGEMENT

Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest

(2012) Sandra Oliveira et al.   FOREST ECOLOGY AND MANAGEMENT

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

Assessment of Spatiotemporal Varying Relationships Between Rainfall, Land Cover and Surface Water Area Using Geographically Weighted Regression

(2011) Stuart Brown et al.   ENVIRONMENTAL MODELING & ASSESSMENT

Global land use change, economic globalization, and the looming land scarcity

(2011) Eric F. Lambin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Mapping urbanization dynamics at regional and global scales using multi-temporal DMSP/OLS nighttime light data

(2011) Qingling Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends

(2011) Qihao Weng   REMOTE SENSING OF ENVIRONMENT

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing land-use statistics to model land cover change in a mountainous landscape in the European Alps

(2008) Gillian N. Rutherford et al.   ECOLOGICAL MODELLING

Using remote sensing and GIS to detect and monitor land use and land cover change in Dhaka Metropolitan of Bangladesh during 1960–2005

(2008) Ashraf M. Dewan et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Empirical characterization of random forest variable importance measures

(2007) Kellie J. Archer et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS