Mapping Urban Extent at Large Spatial Scales Using Machine Learning Methods with VIIRS Nighttime Light and MODIS Daytime NDVI Data

Exploring improvement of impervious surface estimation at national scale through integration of nighttime light and Proba-V data

(2018) Wei Guo et al.   GIScience & Remote Sensing

Urban Built-Up Area Extraction From Log-Transformed NPP-VIIRS Nighttime Light Composite Data

(2018) Bailang Yu et al.   IEEE Geoscience and Remote Sensing Letters

A time series of urban extent in China using DSMP/OLS nighttime light data

(2018) Yao Yao et al.   PLoS One

Deblurring DMSP nighttime lights: A new method using Gaussian filters and frequencies of illumination

(2018) Alexei Abrahams et al.   REMOTE SENSING OF ENVIRONMENT

High-resolution multi-temporal mapping of global urban land using Landsat images based on the Google Earth Engine Platform

(2018) Xiaoping Liu et al.   REMOTE SENSING OF ENVIRONMENT

Delineating Urban Boundaries Using Landsat 8 Multispectral Data and VIIRS Nighttime Light Data

(2018) Xingyu Xue et al.   Remote Sensing

A Zipf’s Law-Based Method for Mapping Urban Areas Using NPP-VIIRS Nighttime Light Data

(2018) Wenjia Wu et al.   Remote Sensing

A global map of travel time to cities to assess inequalities in accessibility in 2015

(2018) D. J. Weiss et al.   NATURE

Mapping Urban Extent Using Luojia 1-01 Nighttime Light Imagery

(2018) Xi Li et al.   SENSORS

Urban mapping using DMSP/OLS stable night-time light: a review

(2017) Xuecao Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

VIIRS night-time lights

(2017) Christopher D Elvidge et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The impact of urbanization and population density on childhood Plasmodium falciparum parasite prevalence rates in Africa

(2017) Caroline W. Kabaria et al.   MALARIA JOURNAL

Mapping Regional Urban Extent Using NPP-VIIRS DNB and MODIS NDVI Data

(2017) Run Wang et al.   Remote Sensing

Is Spatial Resolution Critical in Urbanization Velocity Analysis? Investigations in the Pearl River Delta

(2017) Chunzhu Wei et al.   Remote Sensing

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

(2017) Yinyin Dou et al.   Remote Sensing

High resolution global gridded data for use in population studies

(2017) Christopher T. Lloyd et al.   Scientific Data

Using a stochastic gradient boosting algorithm to analyse the effectiveness of Landsat 8 data for montado land cover mapping: Application in southern Portugal

(2016) Sérgio Godinho et al.   International Journal of Applied Earth Observation and Geoinformation

Global mapping of urban built-up areas of year 2014 by combining MODIS multispectral data with VIIRS nighttime light data

(2016) Ram C. Sharma et al.   International Journal of Digital Earth

Land cover classification using random forest with genetic algorithm-based parameter optimization

(2016) Dongping Ming et al.   Journal of Applied Remote Sensing

Updating urban extents with nighttime light imagery by using an object-based thresholding method

(2016) Yanhua Xie et al.   REMOTE SENSING OF ENVIRONMENT

Consistent yet adaptive global geospatial identification of urban–rural patterns: The iURBAN model

(2016) Christoph Aubrecht et al.   REMOTE SENSING OF ENVIRONMENT

Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data

(2015) Ting Ma et al.   REMOTE SENSING OF ENVIRONMENT

Regional Urban Extent Extraction Using Multi-Sensor Data and One-Class Classification

(2015) Xiya Zhang et al.   Remote Sensing

Mapping US Urban Extents from MODIS Data Using One-Class Classification Method

(2015) Bo Wan et al.   Remote Sensing

Mapping Impervious Surface Distribution with Integration of SNNP VIIRS-DNB and MODIS NDVI Data

(2015) Wei Guo et al.   Remote Sensing

A cluster-based method to map urban area from DMSP/OLS nightlights

(2014) Yuyu Zhou et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas

(2014) Kaifang Shi et al.   Remote Sensing Letters

Temporal mixture analysis for estimating impervious surface area from multi-temporal MODIS NDVI data in Japan

(2012) Fan Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools

(2012) K. C. Seto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

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

The Vegetation Adjusted NTL Urban Index: A new approach to reduce saturation and increase variation in nighttime luminosity

(2012) Qingling Zhang et al.   REMOTE SENSING OF ENVIRONMENT

A Quantitative Approach for Analyzing the Relationship between Urban Heat Islands and Land Cover

(2012) Igor Ogashawara et al.   Remote Sensing

The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images

(2011) B.P. Salmon et al.   International Journal of Applied Earth Observation and Geoinformation

Urban growth, climate change, and freshwater availability

(2011) R. I. McDonald 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

Mapping Impervious Cover Using Multi-Temporal MODIS NDVI Data

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

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 new map of global urban extent from MODIS satellite data

(2009) A Schneider et al.   Environmental Research Letters

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

An Automated Artificial Neural Network System for Land Use/Land Cover Classification from Landsat TM Imagery

(2009) Hui Yuan et al.   Remote Sensing

Global Change and the Ecology of Cities

(2008) N. B. Grimm et al.   SCIENCE