Cai, Lei; Alexeev, Vladimir A; Arp, Chistopher D; Jones, Benjamin M; Liljedahl, Anna; Gädeke, Anne (2016): High-resolution dynamical downscaling products for the North Slope of Alaska and surrounding areas, links to model result files. PANGAEA, https://doi.org/10.1594/PANGAEA.863625, Supplement to: Cai, L et al. (2016): Dynamical downscaling data for studying climatic impacts on hydrology, permafrost, and ecosystems in Arctic Alaska. Earth System Science Data Discussions, 39 pp, https://doi.org/10.5194/essd-2016-31
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Climatic changes are most pronounced in northern high latitude regions. Yet, there is a paucity of observational data, both spatially and temporally, such that regional-scale dynamics are not fully captured, limiting our ability to make reliable projections. In this study, a group of dynamical downscaling products were created for the period 1950 to 2100 to better understand climate change and its impacts on hydrology, permafrost, and ecosystems at a resolution suitable for northern Alaska. An ERA-interim reanalysis dataset and the Community Earth System Model (CESM) served as the forcing mechanisms in this dynamical downscaling framework, and the Weather Research & Forecast (WRF) model, embedded with an optimization for the Arctic (Polar WRF), served as the Regional Climate Model (RCM). This downscaled output consists of multiple climatic variables (precipitation, temperature, wind speed, dew point temperature, and surface air pressure) for a 10 km grid spacing at three-hour intervals. The modeling products were evaluated and calibrated using a bias-correction approach. The ERA-interim forced WRF (ERA-WRF) produced reasonable climatic variables as a result, yielding a more closely correlated temperature field than precipitation field when long-term monthly climatology was compared with its forcing and observational data. A linear scaling method then further corrected the bias, based on ERA-interim monthly climatology, and bias-corrected ERA-WRF fields were applied as a reference for calibration of both the historical and the projected CESM forced WRF (CESM-WRF) products. Biases, such as, a cold temperature bias during summer and a warm temperature bias during winter as well as a wet bias for annual precipitation that CESM holds over northern Alaska persisted in CESM-WRF runs. The linear scaling of CESM-WRF eventually produced high-resolution downscaling products for the Alaskan North Slope for hydrological and ecological research, together with the calibrated ERA-WRF run, and its capability extends far beyond that. Other climatic research has been proposed, including exploration of historical and projected climatic extreme events and their possible connections to low-frequency sea-atmospheric oscillations, as well as near-surface permafrost degradation and ice regime shifts of lakes. These dynamically downscaled, bias corrected climatic datasets provide improved spatial and temporal resolution data necessary for ongoing modeling efforts in northern Alaska focused on reconstructing and projecting hydrologic changes, ecosystem processes and responses, and permafrost thermal regimes. The dynamical downscaling methods presented in this study can also be used to create more suitable model input datasets for other sub-regions of the Arctic.
Latitude: 72.000000 * Longitude: -169.000000
This is the data set created by polar WRF version 3.5.1 forced by multiple forcings including a reanalysis data set (ERA-interim) and an Earth System Model (CESM1) over the domain of the Alaskan North Slope, with 10 km grid spacing and 3-hourly output interval. The available variables in this data set are temperature, precipitation, wind speed/direction, and humidity. This data set has been bias-corrected using linear scaling method. More surface or upper layer variables or completed WRF output can be obtained by contacting Lei Cai (email@example.com).
Datasets listed in this Collection
- Cai, L; Alexeev, VA; Arp, CD et al. (2016): High-resolution dynamical downscaling products for the North Slope of Alaska and surrounding areas, links to Earth System Model files (CESM1) in NetCDF format. https://doi.org/10.1594/PANGAEA.863624
- Cai, L; Alexeev, VA; Arp, CD et al. (2016): High-resolution dynamical downscaling products for the North Slope of Alaska and surrounding areas, links to reanalysis data sets (ERA-interim) in NetCDF format. https://doi.org/10.1594/PANGAEA.863623