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A High-Resolution Dataset of Global Urban Fraction for Mesoscale Urban Modelling
Authors: Patel, Pratiman; Roth, Matthias;
A High-Resolution Dataset of Global Urban Fraction for Mesoscale Urban Modelling
Abstract
Coupled urban-atmospheric models are extensively used to understand the urban environment and its impact on atmospheric processes. A common requirement of these models is information about the “urban fraction” (fraction of model grid covered by impervious surface area (ISA)). The European Space Agency (ESA) WorldCover product provides a global land cover map for the base year of 2020 and 2021 at a spatial resolution of 10 m. The dataset is based on Sentinel-1 and Sentinel-2 data with an overall accuracy of 74.4% (2020) and 76.7% (2021). In this study we process the WorldCover dataset and provide a ready-to-use “urban fraction” that can be incorporated in urban modelling systems. The dataset contains GeoTIFF and Weather Research and Forecasting Pre-processing System (WRF-WPS) format files for 1, 0.5, 0.25, 0.009 (~1 km), 0.0027 (~300 m), and 0.0009 (~100 m) degree spatial resolutions. The GeoTIFF files can be converted to other urban mesoscale modelling systems. Please check the README.txt for more information on using the dataset. Note: version 2.0.0 uses WorldCover 2021 v200 dataset for processing of urban fractions, while version 1.0.0 uses WorldCover 2020 v100 dataset. For more information please see here: https://1drv.ms/w/s!Ai5IcIuv5U4DioElr0E8CEq0DE3CSw?e=Wdp9i4
Related Organizations
- National University of Singapore Singapore
Keywords
WRF-WPS, 100 m, WorldCover, Urban Fraction, Urban Modelling Dataset
WRF-WPS, 100 m, WorldCover, Urban Fraction, Urban Modelling Dataset
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