Enhancing Global-Scale Urban Land Cover Representation Using Local Climate Zones in the Community Earth System Model

Urban areas are increasingly vulnerable to the impacts of climate change, necessitating accurate simulations of urban climates in Earth system models (ESMs) in support of large-scale urban climate adaptation efforts. ESMs underrepresent urban areas due to their small spatial extent and the lack of detailed urban landscape data. To enhance the accuracy of urban representation, this study integrated the local climate zones (LCZs) scheme within the Community Earth System Model (CESM) to better represent urban heterogeneity. We adopted a modular approach to incorporate the 10 built LCZ classes into CESM as a new option in addition to the default urban three-class scheme (i.e., tall building district, high density, and medium density). CESM simulations using the LCZ-based urban characteristics were validated globally at 20 flux tower sites, showing site-averaged improvement in modeling upward longwave radiation ((Formula presented.)) and anthropogenic heat flux ((Formula presented.)), but increased uncertainties in modeling sensible heat flux ((Formula presented.)). The root-mean-square error between the observed and simulated (Formula presented.) using the LCZ decreased by 4% compared to using the default. Model sensitivity experiments revealed that (Formula presented.) and (Formula presented.) had comparable sensitivity to LCZ urban morphological and thermal parameter subsets. This study assessed and demonstrated the implementation as the starting point for future work on better resolving urban areas in Earth system modeling.