Towards large-scale mapping of local climate zones using multitemporal Sentinel 2 data and convolutional neural networks
Author:
Funder
DLR
BMWi
Publisher
Elsevier BV
Subject
Computers in Earth Sciences,Geology,Soil Science
Reference57 articles.
1. Linking urban climate classification with an urban energy and water budget model: multi-site and multi-seasonal evaluation;Alexander;Urban Clim.,2016
2. Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island;Arnfield;Int. J. Climatol.,2003
3. Correlation of land use and cover with meteorological anomalies;Auer;J. Appl. Meteorol.,1978
4. Mapping local climate zones for a worldwide database of the form and function of cities;Bechtel;ISPRS Int. J. Geo-Inf.,2015
5. Classification of local climate zones using SAR and multispectral data in an arid environment;Bechtel;IEEE J. Select. Topics. Appl. Earth Observ. Remote Sens.,2016
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