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NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science Team This research is supported by The Next-Generation Ecosystem Experiments (NGEE Arctic) project of Office of Biological and Environmental Research in the DOE Office of Science.

NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

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Page 1: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

NGEE-Arctic: Multi-scale modeling for Arctic tundra

Presented by Peter Thornton for the NGEE-Arctic Science Team

This research is supported by The Next-Generation Ecosystem Experiments (NGEE Arctic) project of Office of Biological and Environmental Research in the DOE Office of Science.

Page 2: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

Overview

• Dataset development for Barrow study sites • Physics coupling • Biogeochemistry coupling • Dynamic topography

• Drawn from presentations at the NGEE-

Arctic All-Hands meeting, December 2013, San Francisco, with some recent updates

Page 3: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 4: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 5: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 6: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 7: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

Intermediate scale grid development

Page 8: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 9: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 10: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 11: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 12: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 13: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 14: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science
Page 15: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

Gautam Bisht, Bill Riley (LBNL)

Page 16: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

16 Managed by UT-Battelle for the U.S. Department of Energy Presentation_name

CLM-PFLOTRAN Biogeochemistry • Litter/SOM decomposition

– CLM-CN, CENTURY, CLM45 (O2) – Microbial / enzymatic processes, P – DOMs, particulate transport

• Nitrification/Denitrification – CENTURY, CLM45, …

• O2 – O2 diffusion, advection, aerenchyma transport,

consumption

• CH4 – Production, oxidation, diffusion, aerenchyma transport,

bubbling/air-water phase transport Green = developed Blue = in development Red = to be developed

Page 17: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

Updated BGC reaction network and methane module in CLM-Microbe

Simulated CH4 fluxes in Barrow, AK

Xiaofeng Xu, ORNL

CLM-CN+ coupling with PFLOTRAN

Page 18: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

18 Managed by UT-Battelle for the U.S. Department of Energy Presentation_name

Preliminary Coupled Simulation Results

Guoping Tang, Xiaofeng Xu, Fengming Yuan (ORNL) Glenn Hammond (SNL)

Page 19: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

• Area C landscape classification by elevation and standard deviation.

• Soil Organic Matter profiles associated with landscape positions.

Demo Simulations in NGEE Area C at Barrow, AK CLM-CN+ coupling with PFLOTRAN

Page 20: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

• CLM4.5-CN • CLM4.5-CN-PFLOTRAN bgc Coupled

Notes on simulations settings:

• CLM4.5-CN accelerated spinup for 300 yrs at 40x40 grids (2.5 m res.);

• CLM4.5-CN spinup for 42 yrs at same resolution;

• CLM-PF bgc coupled run for 100 yrs (warm-start), for only 6 types of landscape positions.

CLM-CN+ coupling with PFLOTRAN

Demo Simulations in NGEE Area C at Barrow, AK

Page 21: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

• CLM4.5-CN • CLM4.5-CN-PFLOTRAN bgc Coupled

CLM-CN+ coupling with PFLOTRAN

Demo Simulations in NGEE Area C at Barrow, AK

Page 22: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

Track 2: Dynamic topography

Progressive Degradation Jorgenson

Page 23: NGEE-Arctic: Multi-scale modeling for Arctic tundra · 2014. 3. 6. · NGEE-Arctic: Multi-scale modeling for Arctic tundra Presented by Peter Thornton for the NGEE-Arctic Science

Kinematic deformation, no hydrology

Scott Painter, Ethan Coon, David Moulton and the ATS Team (LANL)