A multi-model ensemble approach for quantifying sub-pixel land cover fractions in the urban environments

Ensemble Learning From Synthetically Mixed Training Data for Quantifying Urban Land Cover With Support Vector Regression

(2017) Akpona Okujeni et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping vegetation and land cover in a large urban area using a multiple classifier system

(2017) Di Shi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multi-model inference for incorporating trophic and climate uncertainty into stock assessments

(2016) James Ianelli et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Hyperspectral image nonlinear unmixing and reconstruction by ELM regression ensemble

(2016) Borja Ayerdi et al.   NEUROCOMPUTING

Changes in landuse/landcover patterns and human population growth in the Lake Chivero catchment, Zimbabwe

(2016) Pamela Tendaupenyu et al.   Geocarto International

An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing

(2015) Nan Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Machine learning methods for sub-pixel land-cover classification in the spatially heterogeneous region of Flanders (Belgium): a multi-criteria comparison

(2015) Stien Heremans et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using Bayesian model averaging to estimate terrestrial evapotranspiration in China

(2015) Yang Chen et al.   JOURNAL OF HYDROLOGY

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

The EnMAP-Box—A Toolbox and Application Programming Interface for EnMAP Data Processing

(2015) Sebastian van der Linden et al.   Remote Sensing

The effects of endmember selection on modelling impervious surfaces using spectral mixture analysis: a case study in Sydney, Australia

(2014) Carol R. Jacobson   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover

(2014) Akpona Okujeni et al.   Remote Sensing

Assimilation of endmember variability in spectral mixture analysis for urban land cover extraction

(2013) Uttam Kumar et al.   ADVANCES IN SPACE RESEARCH

An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing

(2013) Nan Wang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A survey of multiple classifier systems as hybrid systems

(2013) Michał Woźniak et al.   Information Fusion

Subpixel Urban Land Cover Estimation

(2013) Jeffrey T. Walton   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Support vector regression and synthetically mixed training data for quantifying urban land cover

(2013) Akpona Okujeni et al.   REMOTE SENSING OF ENVIRONMENT

A spatially adaptive spectral mixture analysis for mapping subpixel urban impervious surface distribution

(2013) Chengbin Deng et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of clear-sky land surface longwave radiation from MODIS data products by merging multiple models

(2012) Haoran Wu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

BCI: A biophysical composition index for remote sensing of urban environments

(2012) Chengbin Deng et al.   REMOTE SENSING OF ENVIRONMENT

Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles

(2012) Ursula Gessner et al.   REMOTE SENSING OF ENVIRONMENT

Endmember variability in Spectral Mixture Analysis: A review

(2011) Ben Somers et al.   REMOTE SENSING OF ENVIRONMENT

A simple and effective method for filling gaps in Landsat ETM+ SLC-off images

(2011) Jin Chen et al.   REMOTE SENSING OF ENVIRONMENT

Land cover classification with coarse spatial resolution data to derive continuous and discrete maps for complex regions

(2011) R.R. Colditz 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

A Novel Technique for Subpixel Image Classification Based on Support Vector Machine

(2010) Francesca Bovolo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A pre-screened and normalized multiple endmember spectral mixture analysis for mapping impervious surface area in Lake Kasumigaura Basin, Japan

(2010) Fan Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Support vector machines in remote sensing: A review

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

Bayesian estimation of local signal and noise in multimodel simulations of climate change

(2010) Qingyun Duan et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

Extraction of urban impervious surfaces from an IKONOS image

(2009) Dengsheng Lu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of two spectral mixture modelling approaches for impervious surface mapping in urban areas

(2009) T. Van de Voorde et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks

(2009) Xuefei Hu et al.   REMOTE SENSING OF ENVIRONMENT

Medium Spatial Resolution Satellite Imagery for Estimating and Mapping Urban Impervious Surfaces Using LSMA and ANN

(2008) Qihao Weng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mapping of land degradation from space: a comparative study of Landsat ETM+ and ASTER data

(2008) Jay Gao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sub-pixel confusion–uncertainty matrix for assessing soft classifications

(2007) J.L. Silván-Cárdenas et al.   REMOTE SENSING OF ENVIRONMENT