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Document type:
Forschungsdaten 
Authors:
Zhu, Xiaoxiang ; Hu, Jingliang ; Qiu, Chunping ; Shi, Yilei ; Bagheri, Hossein ; Kang, Jian ; Li, Hao ; Mou, Lichao ; Zhang, Guicheng ; Häberle, Matthias ; Han, Shiyao ; Hua, Yuansheng ; Huang, Rong ; Hughes, Lloyd ; Sun, Yao ; Schmitt, Michael; Wang, Yuanyuan 
Author affiliation:
Zhu, Xiaoxiang (TUM, DLR); Hu, Jingliang (DLR); Qiu, Chunping (TUM); Shi, Yilei (TUM); Bagheri, Hossein (TUM); Kang, Jian (TUM); Li, Hao (TUM); Mou, Lichao (TUM); Zhang, Guicheng (TUM); Häberle, Matthias (DLR); Han, Shiyao (TUM); Hua, Yuansheng (TUM); Huang, Rong (TUM); Hughes, Lloyd (TUM); Sun, Yao (DLR); Schmitt, Michael (TUM); Wang, Yuanyuan (TUM) 
Publisher:
TUM 
Title:
So2Sat LCZ42 
Time of production:
30.08.2018 
Subject area:
BAU Bauingenieurwesen, Vermessungswesen; DAT Datenverarbeitung, Informatik; GEO Geowissenschaften 
Resource type:
Abbildungen von Objekten / image of objects 
Data type:
Bilder / images 
Description:
So2Sat LCZ42 is a dataset consisting of co-registered synthetic aperture radar and multispectral optical image patches acquired by the Sentinel-1 and Sentinel-2 remote sensing satellites, and the corresponding local climate zones (LCZ) label. The dataset is distributed over 42 cities across different continents and cultural regions of the world. 
Method of data assessment:
Sentinel-1 image downloaded from ESA SciHub, and prepared by ESA SNAP software. Sentinel-2 image semi-automatically downloaded and prepared using Google Earth Engine and MATLAB. The local climate zones labels were manually labeled. 
Key words:
local climate zones ; big data ; classification ; remote sensing ; deep learning ; data fusion ; synthetic aperture radar imagery ; optical imagery 
Technical remarks:
View and download (51.8 GB, 6 files)
The data server also offers downloads with FTP
The data server also offers downloads with rsync (password m1454690):
rsync rsync://m1454690@dataserv.ub.tum.de/m1454690/ 
Language:
en 
Rights:
by, http://creativecommons.org/licenses/by/4.0 
Horizon 2020:
ERC-2016-StG-714087