1. Towards development of a Regional Arctic Climate System Model ---
Coupling WRF with the Variable Infiltration Capacity land model via a flux coupler
Chunmei Zhu1, Dennis Lettenmaier1, Juanxiong He2, Tony Craig3, Wieslaw Maslowski4
1Department of Civil and Environmental Engineering, Box , University of Washington, Seattle, WA
2International Arctic Research Center, Fairbanks, AK; 3National Center for Atmospheric Research; 4Naval Postgraduate School 3 9 6
Arctic WRF/VIC run ( )
Surface Temperature Field (Feb. 2001)
Coupling Guideline
In CCSM4, the communication process is separated from the component integration process. All communication processes are performed by Cpl7 and the components run by themselves. Our coding work therefore is mainly focused on replacing CLM with VIC. Most of the coding doesn’t involve Cpl7 directly. Key aspects of the work include:
● Extract VIC as it runs in an existing MM5-VIC coupling system for interaction with the flux coupler (because VIC in MM5 is in image mode, i.e., runs at all space for a given time step, as contrasted with point mode, which runs all time steps at a given grid node before proceeding to the next grid node).
● Current versions of VIC don’t have the capacity for parallel operation.
● VIC and the flux coupler exchange fields hourly (the time step at which VIC runs). This allows WRF and VIC to run at different time steps.
● The current VIC version in RACM is VIC We are working to update VIC to the newest release VIC4.1.1.
WRF/VIC
Observation 1
Surface Air Temperature
Surface Skin Temperature
Introduction
Intensified warming of the Arctic region is expected to affect not only global climate but also change the climate and hydrology of the constituent land areas. Hence, understanding the functioning of the Arctic climate system is important both for its contribution to, and response from global change. To address these issues, a state-of-the-art Regional Arctic Climate system Model (RACM) is being constructed which includes high-resolution atmosphere, ocean, sea ice, and land hydrology components. As part of the RACM development, we have coupled the macroscale Variable Infiltration Capacity (VIC) hydrology model with the Weather Research and Forecasting (WRF) regional climate model through the new Community Climate System Model (CCSM) flux coupling architecture CPL7. At present, the WRF/VIC coupled system has been run globally for more than 3 months with ocean and sea ice conditions prescribed (“data model”). We report also on results of ongoing testing of WRF/VIC over the Arctic region in the wr50a grid. The ability of the WRF/VIC in RACM to reproduce hydrological processes will be preliminarily evaluated by comparing model simulations with .precipitation and temperature observations. We have conducted preliminary investigations of the impact of sea ice on the land surface hydrological cycle by performing a set of .experiments with prescribed, partially, and fully ice-free ocean. These efforts will later be part of the foundation to explore the complex interactions and feedbacks among the components of the Arctic climate system that .contribute to observed and predicted changes in Arctic climate.
Precip.
WRF/VIC
Sea Ice Free
2m Air T
Sea Ice Full
Similar to global WRF/VIC runs, WRF/VIC .run over the wr50a local grid produces a wetter Arctic.
As expected the Sea Ice Full run produces a much colder land surface globally than does Sea Ice Free. On the other hand, the Sea Ice Free run isn’t much different from the control run over most regions.
Snow Depth
Temperature 7 4
Precipitation and Snow Field (Feb. 2001)
Comparison of WRF/VIC with Observation (Feb. 2001)
Snow Depth
Precipitation
Observation
WRF/VIC
WRF/VIC
Latent
Sensible 2
Precipitation
Model Description
Sea Ice Free
Sea Ice Full 10
Future Work
Temperature
Update .VIC4.0.4 in RACM to the newest release VIC4.1.1
In the Sea Ice Full run, snow occurs in parts of Africa and South America that don’t presently experience snow, however decreases occur over the Arctic region. Precipitation decreases over most regions globally. The Sea Ice Free run is similar to the control in terms of .precipitation and snow depth.
Parrellizing VIC land model in CCSM .to improve computing performance.
Implement VIC routing model into RACM
Generally, WRF/VIC exhibits much wetter climate globally than observation. The spatial pattern of surface air temperature is captured very well.
Latent Heat and Sensible Heat (Feb 2001) 8
Summary
Latent Heat
Sensible Heat
The macroscale hydrology model VIC has been coupled with WRF through CCSM4 flux coupler CPL7.
WRF/VIC successfully runs more than 3 months globally with ocean and sea ice as a data model at global 4x5 resolution. WRF/VIC also runs more than 20 days over the Arctic regional grid wr50a.
Currently WRF/VIC produces wetter climate over most regions globally, and capture temperature pattern well.
The impact of sea ice on the global hydrological cycle has been .investigated.. 5
Experiment Design
Model features:
multiple vegetation classes in each cell
energy and water budget closure at each time step
subgrid infiltration and runoff variability
non-linear baseflow generation
critical elements relevant to high latitude implementations: a snow model, a frozen soil algorithm, a lake/wetland model, and a blowing snow model.
WRF/VIC
Control
Sea ice area fraction is prescribed at
Sea Ice Free
Sea Ice Full
Sea Ice Free
Sea Ice Free
Jan 1, 2001
Sea Ice Fraction prescribed
Sea Ice Full
Sea Ice Full
Feb
Mar
Apr
Latent heat is greatly reduced in the Sea Ice Full run globally as a result of .colder land (in section 6), while sensible heat .globally approaches zero. The Sea Ice Free run reverses the sign of sensible heat over southern Africa and South America