Mapping essential urban land use categories with open big data: Results for five metropolitan areas in the United States of America

Mapping Essential Urban Land Use Categories in Beijing with a Fast Area of Interest (AOI)-Based Method

(2021) Xiaoting Li et al.   Remote Sensing

Urban functional zone mapping by integrating high spatial resolution nighttime light and daytime multi-view imagery

(2021) Xin Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping large-scale and fine-grained urban functional zones from VHR images using a multi-scale semantic segmentation network and object based approach

(2021) Shouhang Du et al.   REMOTE SENSING OF ENVIRONMENT

Developing a method to estimate building height from Sentinel-1 data

(2020) Xuecao Li et al.   REMOTE SENSING OF ENVIRONMENT

Mapping global urban land for the 21st century with data-driven simulations and Shared Socioeconomic Pathways

(2020) Jing Gao et al.   Nature Communications

Regional Mapping of Essential Urban Land Use Categories in China: A Segmentation-Based Approach

(2020) Ying Tu et al.   Remote Sensing

Sampling Strategy for Detailed Urban Land Use Classification: A Systematic Analysis in Shenzhen

(2020) Mo Su et al.   Remote Sensing

Open-source data-driven urban land-use mapping integrating point-line-polygon semantic objects: A case study of Chinese cities

(2020) Yanfei Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Managing the middle: A shift in conservation priorities based on the global human modification gradient

(2019) Christina M. Kennedy et al.   GLOBAL CHANGE BIOLOGY

Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data

(2019) Shengjie Liu et al.   Remote Sensing

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

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

Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018

(2019) Peng Gong et al.   Science Bulletin

Global patterns of current and future road infrastructure

(2018) Johan R Meijer et al.   Environmental Research Letters

Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method

(2018) Xin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An object-based convolutional neural network (OCNN) for urban land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Geospatial Object Detection in High Resolution Satellite Images Based on Multi-Scale Convolutional Neural Network

(2018) Wei Guo et al.   Remote Sensing

A Global Geospatial Ecosystem Services Estimate of Urban Agriculture

(2018) Nicholas Clinton et al.   Earths Future

A global record of annual urban dynamics (1992–2013) from nighttime lights

(2018) Yuyu Zhou et al.   REMOTE SENSING OF ENVIRONMENT

Joint Deep Learning for land cover and land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks

(2017) Yang Long et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classifying urban land use by integrating remote sensing and social media data

(2017) Xiaoping Liu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Sensitivity of Sentinel-1 backscatter to characteristics of buildings

(2017) K. Koppel et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

VIIRS night-time lights

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

Multi-source remotely sensed data fusion for improving land cover classification

(2017) Bin Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data

(2017) Xiuyuan Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Quantitative estimation of 21st-century urban greenspace changes in Chinese populous cities

(2017) Bin Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

WorldPop, open data for spatial demography

(2017) Andrew J. Tatem   Scientific Data

The world’s user-generated road map is more than 80% complete

(2017) Christopher Barrington-Leigh et al.   PLoS One

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model

(2016) Yao Yao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Mapping Urban Land Use by Using Landsat Images and Open Social Data

(2016) Tengyun Hu et al.   Remote Sensing

Health and climate change: policy responses to protect public health

(2015) Nick Watts et al.   LANCET

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data

(2015) Forrest R. Stevens et al.   PLoS One

Development and Applications of a Comprehensive Land Use Classification and Map for the US

(2014) David M. Theobald   PLoS One

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

(2014) Kaifang Shi et al.   Remote Sensing Letters

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results

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

GMES Sentinel-1 mission

(2012) Ramon Torres et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Support vector machines and object-based classification for obtaining land-use/cover cartography from Hyperion hyperspectral imagery

(2011) George P. Petropoulos et al.   COMPUTERS & GEOSCIENCES

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint 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

Global urban land-use trends and climate impacts

(2009) Karen C Seto et al.   Current Opinion in Environmental Sustainability

Global Change and the Ecology of Cities

(2008) N. B. Grimm et al.   SCIENCE