The High-resolution Intermediate Complexity Atmospheric Research (HICAR v1.1) model enables fast dynamic downscaling to the hectometer scale

High-resolution ( < 1 km) atmospheric modeling is increasingly used to study precipitation distributions in complex terrain and cryosphere-atmospheric processes. While this approach has yielded insightful results, studies over annual timescales or at the spatial extents of watersheds remain unrealistic due to the computational costs of running most atmospheric models. In this paper we introduce a high-resolution variant of the Intermediate Complexity Atmospheric Research (ICAR) model, HICAR. We detail the model development that enabled HICAR simulations at the hectometer scale, including changes to the advection scheme and the wind solver. The latter uses near-surface terrain parameters which allow HICAR to simulate complex topographic flow features. These model improvements clearly influence precipitation distributions at the ridge scale (50 m), suggesting that HICAR can approximate processes dependent on particle-flow interactions such as preferential deposition. A 250 m HICAR simulation over most of the Swiss Alps also shows monthly precipitation patterns similar to two different gridded precipitation products which assimilate available observations. Benchmarking runs show that HICAR uses 594 times fewer computational resources than the Weather Research and Forecasting (WRF) atmospheric model. This gain in efficiency makes dynamic downscaling accessible to ecohydrological research, where downscaled data are often required at hectometer resolution for whole basins at seasonal timescales. These results motivate further development of HICAR, including refinement of parameterizations used in the wind solver and coupling of the model with an intermediate-complexity snow model.

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Related Dataset #1 : High resolution static data for WRF over Switzerland

Related Dataset #2 : Running COSMO-WRF on very-high resolution over complex terrain

Related Software #1 : HICAR-Model/HICAR: v1.1

Related Software #2 : Scientific colour maps

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Author Reynolds, D.
Gutmann, Ethan D.
Kruyt, Albertus
Haugeneder, M.
Jonas, T.
Gerber, F.
Lehning, M.
Mott, R.
Publisher UCAR/NCAR - Library
Publication Date 2023-09-01T00:00:00
Digital Object Identifier (DOI) Not Assigned
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Topic Category geoscientificInformation
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Metadata Date 2025-07-11T15:14:47.249548
Metadata Record Identifier edu.ucar.opensky::articles:27028
Metadata Language eng; USA
Suggested Citation Reynolds, D., Gutmann, Ethan D., Kruyt, Albertus, Haugeneder, M., Jonas, T., Gerber, F., Lehning, M., Mott, R.. (2023). The High-resolution Intermediate Complexity Atmospheric Research (HICAR v1.1) model enables fast dynamic downscaling to the hectometer scale. UCAR/NCAR - Library. https://n2t.org/ark:/85065/d7nv9pdq. Accessed 01 August 2025.

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