Unmixing-based Sentinel-2 downscaling for urban land cover mapping

Detailed urban surface characterization using spectra from enhanced spatial resolution Sentinel-2 imagery and a hierarchical multiple endmember spectral mixture analysis approach

(2019) Dimitra Tzelidi et al.   Journal of Applied Remote Sensing

Understanding an urbanizing planet: Strategic directions for remote sensing

(2019) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Mapping impervious surface fractions using automated Fisher transformed unmixing

(2019) Fei Xu et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the impact of endmember variability on linear Spectral Mixture Analysis (LSMA): A theoretical and simulation analysis

(2019) Chishan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Deep learning-based fusion of Landsat-8 and Sentinel-2 images for a harmonized surface reflectance product

(2019) Zhenfeng Shao et al.   REMOTE SENSING OF ENVIRONMENT

Annual maps of global artificial impervious area (GAIA) between 1985 and 2018

(2019) Peng Gong et al.   REMOTE SENSING OF ENVIRONMENT

Generalizing machine learning regression models using multi-site spectral libraries for mapping vegetation-impervious-soil fractions across multiple cities

(2018) Akpona Okujeni et al.   REMOTE SENSING OF ENVIRONMENT

Super-resolution of Sentinel-2 images: Learning a globally applicable deep neural network

(2018) Charis Lanaras et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The Harmonized Landsat and Sentinel-2 surface reflectance data set

(2018) Martin Claverie et al.   REMOTE SENSING OF ENVIRONMENT

The aggravation of urban air quality deterioration due to urbanization, transportation and economic development – Panel models with marginal effect analyses across China

(2018) Guo Qiu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Enhancing the performance of Multiple Endmember Spectral Mixture Analysis (MESMA) for urban land cover mapping using airborne lidar data and band selection

(2018) J. Degerickx et al.   REMOTE SENSING OF ENVIRONMENT

Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques

(2018) Hamid Darabi et al.   JOURNAL OF HYDROLOGY

Multiscale Integration Approach for Land Cover Classification Based on Minimal Entropy of Posterior Probability

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

Super-Resolving Multiresolution Images With Band-Independent Geometry of Multispectral Pixels

(2017) Nicolas Brodu   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The effect of fusing Sentinel-2 bands on land-cover classification

(2017) Mateo Gašparović et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping spectrally similar urban materials at sub-pixel scales

(2017) Erin B. Wetherley et al.   REMOTE SENSING OF ENVIRONMENT

Mapping of Urban Surface Water Bodies from Sentinel-2 MSI Imagery at 10 m Resolution via NDWI-Based Image Sharpening

(2017) Xiucheng Yang et al.   Remote Sensing

Multiband Image Fusion Based on Spectral Unmixing

(2016) Qi Wei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fusion of Sentinel-2 images

(2016) Qunming Wang et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring Urban Areas with Sentinel-2A Data: Application to the Update of the Copernicus High Resolution Layer Imperviousness Degree

(2016) Antoine Lefebvre et al.   Remote Sensing

Mapping Complex Urban Land Cover from Spaceborne Imagery: The Influence of Spatial Resolution, Spectral Band Set and Classification Approach

(2016) Rahman Momeni et al.   Remote Sensing

Classification and change detection of built-up lands from Landsat-7 ETM+ and Landsat-8 OLI/TIRS imageries: A comparative assessment of various spectral indices

(2015) Ronald C. Estoque et al.   ECOLOGICAL INDICATORS

A Critical Comparison Among Pansharpening Algorithms

(2015) Gemine Vivone et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Urban form and air quality in the United States

(2015) Joshua McCarty et al.   LANDSCAPE AND URBAN PLANNING

A comparison of STARFM and an unmixing-based algorithm for Landsat and MODIS data fusion

(2015) Caroline M. Gevaert et al.   REMOTE SENSING OF ENVIRONMENT

Global drivers of future river flood risk

(2015) Hessel C. Winsemius et al.   Nature Climate Change

SPOT-4 (Take 5): Simulation of Sentinel-2 Time Series on 45 Large Sites

(2015) Olivier Hagolle et al.   Remote Sensing

Unmixing-Based Fusion of Hyperspatial and Hyperspectral Airborne Imagery for Early Detection of Vegetation Stress

(2014) Stephanie Delalieux et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hyperspectral Image Resolution Enhancement Using High-Resolution Multispectral Image Based on Spectral Unmixing

(2014) Mohamed Amine Bendoumi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters

(2014) Fenglei Fan et al.   International Journal of Applied Earth Observation and Geoinformation

Multitemporal fusion of Landsat/TM and ENVISAT/MERIS for crop monitoring

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

An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery

(2013) Jian Yang et al.   International Journal of Applied Earth Observation and Geoinformation

Analysis of Impervious Surface and its Impact on Urban Heat Environment using the Normalized Difference Impervious Surface Index (NDISI)

(2013) Hanqiu Xu   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing

(2012) Ben Somers et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multiple Endmember Unmixing of CHRIS/Proba Imagery for Mapping Impervious Surfaces in Urban and Suburban Environments

(2012) Luca Demarchi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data

(2012) Christian Schuster et al.   INTERNATIONAL JOURNAL OF 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

A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing

(2011) Xuehong Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Endmember variability in Spectral Mixture Analysis: A review

(2011) Ben Somers 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

Sub-Pixel Mapping of Tree Canopy, Impervious Surfaces, and Cropland in the Laurentian Great Lakes Basin Using MODIS Time-Series Data

(2010) Yang Shao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Detection of impervious surface change with multitemporal Landsat images in an urban–rural frontier

(2010) Dengsheng Lu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions

(2010) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Mapping global urban areas using MODIS 500-m data: New methods and datasets based on ‘urban ecoregions’

(2010) Annemarie Schneider et al.   REMOTE SENSING OF ENVIRONMENT

A comparative study for unmixing based Landsat ETM+ and ASTER image fusion

(2009) Nouha Mezned et al.   International Journal of Applied Earth Observation and Geoinformation

Hierarchical Multiple Endmember Spectral Mixture Analysis (MESMA) of hyperspectral imagery for urban environments

(2009) Jonas Franke et al.   REMOTE SENSING OF ENVIRONMENT

Unmixing-Based Landsat TM and MERIS FR Data Fusion

(2008) R. Zurita-Milla et al.   IEEE Geoscience and Remote Sensing Letters