TY  - Type of reference 
TI  - Utilizing WUDAPT LCZ Data for Land Use Representation in Weather Research and Forecasting (WRF) Models 
AU  - Hamza NISAR
 
AU  - Christophe MENEZO
 
AU  - Mattheos SANTAMOURIS 
AB  - Local Climate Zones (LCZs) classify urban areas based on their morphology and thermal properties. Using the WUDAPT Level 0 methodology, this study develops an LCZs map for Lyon by leveraging satellite imagery and open-source tools. The process involves collecting training data, performing classification, and validating results. The LCZs map reveals Lyon’s diverse urban structures, offering valuable insights for climate studies and sustainable urban planning. This study highlights the utility of LCZs datasets in addressing challenges posed by urbanization and climate change. 
DO  - 10.21494/ISTE.OP.2025.1357 
JF  - Entropy: Thermodynamics – Energy – Environment – Economy  
KW  - Local Climate Zones (LCZs), urban morphology, satellite imagery, sustainable urban planning, urbanization, climate change, Lyon, Zones Climatiques Locales (LCZs), morphologie urbaine, imagerie satellitaire, planification urbaine durable, urbanisation, changement climatique, Lyon,  
L1  - https://www.openscience.fr/IMG/pdf/iste_entropie25v6nspesft_3.pdf 
LA  - en 
PB  - ISTE OpenScience 
DA  - 2025/10/10 
SN  - 2634-1476 
TT  - Utilisation des données LCZ de WUDAPT pour la représentation de l’occupation des sols dans les modèles de prévision météorologique WRF 
UR  - https://www.openscience.fr/Utilizing-WUDAPT-LCZ-Data-for-Land-Use-Representation-in-Weather-Research-and 
IS  - Special Issue 
VL  - 6 
ER  -