The urban morphology on our planet – Global perspectives from space

Toward a Collective Agenda on AI for Earth Science Data Analysis

(2021) Devis Tuia et al.   IEEE Geoscience and Remote Sensing Magazine

Outlining where humans live, the World Settlement Footprint 2015

(2020) Mattia Marconcini et al.   Scientific Data

So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

(2020) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017

(2019) Peng Gong et al.   Science Bulletin

Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network

(2019) Chunping Qiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones

(2019) Guichen Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images

(2019) Cheolhee Yoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Conceptualizing and characterizing micro-urbanization: A new perspective applied to Africa

(2019) Baohui Chai et al.   LANDSCAPE AND URBAN PLANNING

A new ranking of the world's largest cities—Do administrative units obscure morphological realities?

(2019) H. Taubenböck et al.   REMOTE SENSING OF ENVIRONMENT

Building up or spreading out? Typologies of urban growth across 478 cities of 1 million+

(2019) Richa Mahtta et al.   Environmental Research Letters

Towards large-scale mapping of local climate zones using multitemporal Sentinel 2 data and convolutional neural networks

(2019) Johannes Rosentreter et al.   REMOTE SENSING OF ENVIRONMENT

Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification

(2018) Jingliang Hu et al.   ISPRS International Journal of Geo-Information

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Classification of Local Climate Zones Using SAR and Multispectral Data in an Arid Environment

(2016) Benjamin Bechtel et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Contributing to WUDAPT: A Local Climate Zone Classification of Two Cities in Ukraine

(2016) Olha Danylo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping Local Climate Zones for a Worldwide Database of the Form and Function of Cities

(2015) Benjamin Bechtel et al.   ISPRS International Journal of Geo-Information

Urban Footprint Processor—Fully Automated Processing Chain Generating Settlement Masks From Global Data of the TanDEM-X Mission

(2013) T. Esch et al.   IEEE Geoscience and Remote Sensing Letters

Evaluation of the ‘local climate zone’ scheme using temperature observations and model simulations

(2013) Iain D. Stewart et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Delineation of Central Business Districts in mega city regions using remotely sensed data

(2013) H. Taubenböck et al.   REMOTE SENSING OF ENVIRONMENT

Local Climate Zones for Urban Temperature Studies

(2012) I. D. Stewart et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

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