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Impact of alternative land cover descriptions on urban hydrological model simulations

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

2 Sitaatiot (Scopus)
210 Lataukset (Pure)

Abstrakti

Availability of remotely sensed and openly available land cover datasets is rapidly improving. This opens promising possibilities for utilizing such data in urban hydrological assessments. However, it remains unknown how the performance of readily available land cover data compares with manually collated information when used to construct detailed model parameterizations required in urban hydrological models. In this study, model runs with alternative land cover data are conducted for three small study areas with varying urban densities in Helsinki, Finland. The study demonstrates how different spatial data sources with varying resolutions produce different urban runoff simulation results. The results suggest that an openly available detailed land cover description can perform equally well with a laboriously collated manual land cover description. However, mixed land cover types of the pan-European Urban Atlas dataset are problematic in describing directly connected impervious areas, which leads to poor modelling results in low density urban areas.

AlkuperäiskieliEnglanti
Sivut103-113
Sivumäärä11
JulkaisuUrban Water Journal
Vuosikerta16
Numero2
DOI - pysyväislinkit
TilaJulkaistu - 7 helmik. 2019
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Rahoitus

The Urban Atlas (UA) is an initiative of the European Commission Directorate-General for Regional and Urban Policy and the Directorate-General for Enterprise and Industry with the support of the European Space Agency and the European Environment Agency (EEA 2010). This study is part of ‘The Quality and Quantity of Runoff Water in relation to Land Use in Urbanised Catchments’ project (URCA) and the EU WaterJPI project ‘Multi-scale urban flood forecasting’ (MUFFIN). The study was funded by the Academy of Finland (grants no. 263320 and 263335) and Maa-ja vesitekniikan tuki ry. GisToSWMM5 can be downloaded from GitHub (https://github.com/AaltoUrbanWater/). The DEMs provided by the National Land Survey of Finland are freely available from https://www.maan mittauslaitos.fi/en/research/interesting-topics/digital-elevation-model. The Helsinki Region Environmental Services Authority HSY land cover data is openly available from https://kartta.hsy.fi/. Urban Atlas data were provided by the European Environment Agency through the Urban Atlas program (http://www.eea.europa.eu/data-and-maps/data/urban-atlas). The storm-water network data was provided by HSY. The Kumpula weather station data by the Finnish Meteorological Institute are openly available at https:// en.ilmatieteenlaitos.fi/open-data/. CSC – IT Center for Science Ltd. is acknowledged for the allocation of computational resources. Luode Consulting Oy and Labkotec Oy are acknowledged for providing instrumentation and support for the discharge measurement systems.

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