Publication Type
Journal Article
Version
publishedVersion
Publication Date
11-2022
Abstract
A total of 20 urban neighbourhood-scale eddy covariance flux tower datasets are made openly available after being harmonized to create a 50 site–year collection with broad diversity in climate and urban surface characteristics. Variables needed as inputs for land surface models (incoming radiation, temperature, humidity, air pressure, wind and precipitation) are quality controlled, gap-filled and prepended with 10 years of reanalysis-derived local data, enabling an extended spin up to equilibrate models with local climate conditions. For both gap filling and spin up, ERA5 reanalysis meteorological data are bias corrected using tower-based observations, accounting for diurnal, seasonal and local urban effects not modelled in ERA5. The bias correction methods developed perform well compared to methods used in other datasets (e.g. WFDE5 or FLUXNET2015). Other variables (turbulent and upwelling radiation fluxes) are harmonized and quality controlled without gap filling. Site description metadata include local land cover fractions (buildings, roads, trees, grass etc.), building height and morphology, aerodynamic roughness estimates, population density and satellite imagery. This open collection can help extend our understanding of urban environmental processes through observational synthesis studies or in the evaluation of land surface environmental models in a wide range of urban settings.
Keywords
Atmospheric observations, cities, temperature, urban climate
Discipline
Environmental Sciences | Urban Studies | Urban Studies and Planning
Research Areas
Integrative Research Areas
Publication
Earth System Science Data
Volume
14
Issue
11
First Page
5157
Last Page
5178
ISSN
1866-3508
Identifier
10.5194/essd-14-5157-2022
Publisher
Copernicus Publications
Citation
LIPSON, Matthew; GRIMMOND, Sue; BEST, Martin; and CHOW, Winston T. L..
Harmonized gap-filled datasets from 20 urban flux tower sites. (2022). Earth System Science Data. 14, (11), 5157-5178.
Available at: https://ink.library.smu.edu.sg/cis_research/35
Copyright Owner and License
Authors
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Additional URL
https://doi.org/10.5194/essd-14-5157-2022
Included in
Environmental Sciences Commons, Urban Studies Commons, Urban Studies and Planning Commons