Downscaled/bias-corrected precipitation for the Kaskawulsh River headwaters, Yukon, Canada.
Description
This dataset contains North American Regional Reanalysis (NARR) precipitation, downscaled/bias-corrected for the Kaskawulsh River headwaters catchment in Yukon, Canada.
There is 1 file per year, with dimensions (t, x, y) = 2920 x 230 x 329 (3-hourly timestep, 230 gridcells x 329 grid cells). Gridcells are 200m x 200m.
Downscaled precip:
NARR precipitation is downscaled following Young et al. (2021), using a regression-based approach from Guan et al. (2009) that relates NARR surface precipitation to the Easting, Northing and elevation of NARR gridcells. NARR gridcells used for downscaling are a maximum distance of 90 km from the catchment and exclude gridcells on the maritime side of the ice divide. This choice captures the southeast-northwest precipitation gradient in the raw NARR data without including coastal gridcells that represent a different precipitation regime (see Robinson, 2024).
Site-specific corrected precip:
Downscaled precipitation is partitioned into rain and snow using a prescribed temperature threshold of 1ºC. Snow accumulation is bias corrected by multiplying downscaled accumulation by an elevation-dependent correction factor based on in-situ measurements from within the Kaskawulsh River headwaters (see Robinson et al. (2024)). Rain is not corrected in this dataset.
Files
precipitation.zip
Files
(33.7 GB)
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md5:9ec68b62dbdaf3b866cf902ee9bc9fcd
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Additional details
References
- Robinson, K. M., Flowers, G. E., & Rounce, D. R. (2024). Sensitivity of modelled mass balance and runoff to representations of debris and accumulation on the Kaskawulsh Glacier, Yukon, Canada.
- Robinson, K. (2024). Reconstructing a multi-decadal runoff record for a highly-glacierized catchment in Yukon, Canada. MSc Thesis. https://summit.sfu.ca/item/38185
- Young, E. M., Flowers, G. E., Berthier, E., & Latto, R. (2021). An imbalancing act: the delayed dynamic response of the Kaskawulsh Glacier to sustained mass loss. Journal of Glaciology, 67(262), 313-330.
- Guan, H., Wilson, J. L., & Xie, H. (2009). A cluster-optimizing regression-based approach for precipitation spatial downscaling in mountainous terrain. Journal of Hydrology, 375(3-4), 578-588.