Impact of a regional drought on terrestrial carbon fluxes and ...Figure 6: Responses of the...

1
National A eronautics and S pace A dministration Impact of a regional drought on terrestrial carbon fluxes and atmospheric carbon: Results from a coupled carbon cycle model Eunjee Lee 1,2 , Randal D. Koster 2 , Lesley E. Ott 2 , Brad Weir 1,2 , Sarith Mahanama 2,3 , Yehui Chang 1,2 , and Fan-Wei Zeng 2,3 1 Universities Space Research Association, 2 NASA Goddard Space Flight Center, 3 Science Systems and Applications, Inc. E -mail: [email protected] | Web: gmao.gsfc.nasa.gov Global Modeling & Assimilation O ffice INTRODUCTION Understanding the underlying processes that control the carbon cycle is key to predicting future global change. Much of the uncertainty in the magnitude and variability of the atmospheric carbon dioxide (CO 2 ) stems from uncertainty in terrestrial carbon fluxes, and the relative impacts of temperature and moisture variations on regional and global scales are poorly understood. Here we investigate the impact of a regional drought on terrestrial carbon fluxes and CO 2 mixing ratios over North America using the NASA Goddard Earth Observing System (GEOS) Model. Results show a sequence of changes in carbon fluxes and atmospheric CO 2 , induced by the drought. The relative contributions of meteorological changes to the neighboring carbon dynamics are also presented. The coupled modeling approach allows a direct quantification of the impact of the regional drought on local and proximate carbon exchange at the land surface via the carbon-water feedback processes. Two Regions of Imposed Spring Drought Induced Changes by a Spring Drought (DryS example) RESEARCH QUESTIONS To what extent do changes in temperature, rainfall and CO 2 driven by a regional Spring drought affect land carbon fluxes and productivity? Does interactive phenology help to lengthen or shorten an agricultural drought? Figur e 1: “L” represents a region of lower productivity with frequent droughts, and “S ” a region of higher productivity with less frequent droughts. Definitions of the regions are as denoted in K oster et al. (2016). METHODS Models: GEOS-5 AGCM with a newly instituted land-atmosphere CO 2 coupling; additional offline land only (Catchment-CN) simulations The 80-member ensembles of GEOS-5 simulations: i) CTRL: a control ensemble ii) DryS (or DryL): an ensemble with an artificially imposed drought on Region S (or Region L) from APR to JUN, followed by a 3-month recovery period. [Reference] Koster, R. D., Chang, Y., Wang, H., & Schubert, S . D. (2016). Impacts of Local S oil Moisture A nomalies on the A tmospheric Circulation and on Remote S urface Meteorological Fields during B oreal S ummer: A Comprehensive A nalysis over North A merica. Journal of Climate, 29(20), 7345–7364. https://doi.org/ 10. 11 75/J CLI -D -16 -0 19 2. 1 RESULTS 1. A Spring drought has a footprint on land carbon dynamics that persists during the recovery period, and affects the carbon productivity in neighboring areas mostly due to remote changes in temperature and water availability. 2. The carbon flux change due to the induced CO 2 fertilization effect acts only slightly to mitigate the meteorology effects. Simulating Land-Atmosphere Feedback with CO 2 coupling Figur e 4: June DGP P (local and remote) from isolated and combined contributions of precipitation, temperature, and CO2 anomalies that are caused by the drought imposed in the Region S . The offline Catchment-CN model was used to isolate the induced changes in the meteorological drivers by the coupled model (from Fig. 3). Figure 2: Schematic figure of G EOS-5 AG CM with interactive carbon coupling. Figur e 3: Changes in root-zone water content (WCRZ), 2m air temperature (T2M), P recipitation, Gross P rimary P roduction (GP P ), and atmospheric CO2 concentration at the land surface during (a) drought period and (b) recovery period. A ll changes are DryS minus CTRL. Relative Contributions of Isolated Drivers to GPP (DryS example) ATMOSPHERE LAND A tmospheric CO2 Net land carbon flux (a) DryS - CTRL (Drought period, APR-JUN) (b) DryS - CTRL (Recovery period, JUL-SEP) ΔGPP [gC/m 2 /day] by drought-induced ΔP ΔGPP [gC/m 2 /day] by drought-induced ΔT2M ΔGPP [gC/m 2 /day] by drought-induced ΔCO2 ΔGPP [gC/m 2 /day] by all drought-induced changes In the interactive CO2 coupling, the land component (i.e., Catchment-CN) uses the atmospheric CO2 generated by AGCM, and provides net land carbon flux to the atmosphere. Δ Precip [mm/day] ΔT2M [degC] ΔGPP [gC/m 2 /day] Δ sfc CO2 [ppm] Δ Precip [mm/day] ΔT2M [degC] ΔGPP [gC/m 2 /day] Δ sfc CO2 [ppm] GC21C-0958, 2017 AGU Fall Meeting [Ongoing work] Effect of C Status on Soil Moisture Recovery Δ WCRZ [m 3 /m 3 ] Δ WCRZ [m 3 /m 3 ] Impact on a Remote Area (Eastern Side of the Region S example) Figur e 5: (a) Normalized anomalies of precipitation, temperature, and CO2, which are caused by drought (from Fig. 3) and (b) the changes in GP P associated with the forcing anomalies (from Fig. 4) of the east side of the Region S . The GP P reduction is predominantly caused by Δ P. Figur e 6: Responses of the root-zone soil moisture [m 3 /m 3 ] in the Region L to the drought-free LA I and carbon status: (a) Offline Catchment-CN and (b) Coupled Catchment-CN to the atmosphere in GE OS -5. Coupled exp. Offline exp. z -s c ore = !" #$%&’( ) *+,- Normalized, drought-induced ΔP, ΔT, and ΔCO2 (b) (a) Root-z one mois ture [m 3 /m 3 ] (a) (b) Δ GPP driven by ΔT, ΔP, and ΔCO2

Transcript of Impact of a regional drought on terrestrial carbon fluxes and ...Figure 6: Responses of the...

  • National Aeronautics andSpace Administration

    Impact of a regional drought on terrestrial carbon fluxes and atmospheric carbon:Results from a coupled carbon cycle modelEunjee Lee1,2, Randal D. Koster2, Lesley E. Ott2, Brad Weir1,2, Sarith Mahanama2,3, Yehui Chang1,2, and Fan-Wei Zeng2,31Universities Space Research Association, 2NASA Goddard Space Flight Center, 3Science Systems and Applications, Inc.

    E-mail: [email protected] | Web: gmao.gsfc.nasa.gov

    Global Modeling & Assimilation Office

    INTRODUCTIONUnderstanding the underlying processes that control the carbon cycle is key to predicting future global change. Much of the uncertainty in the magnitude and variability of the atmospheric carbon dioxide (CO2) stems from uncertainty in terrestrial carbon fluxes, and the relative impacts of temperature and moisture variations on regional and global scales are poorly understood. Here we investigate the impact of a regional drought on terrestrial carbon fluxes and CO2 mixing ratios over North America using the NASA Goddard Earth Observing System (GEOS) Model. Results show a sequence of changes in carbon fluxes and atmospheric CO2, induced by the drought. The relative contributions of meteorological changes to the neighboring carbon dynamics are also presented. The coupled modeling approach allows a direct quantification of the impact of the regional drought on local and proximate carbon exchange at the land surface via the carbon-water feedback processes.

    Two Regions of Imposed Spring Drought

    Induced Changes by a Spring Drought (DryS example)

    RESEARCH QUESTIONS• To what extent do changes in temperature, rainfall and CO2 driven by a regional Spring drought affect land carbon fluxes and productivity?• Does interactive phenology help to lengthen or shorten an agricultural drought?

    Figure 1: “L” represents a region of lower productivity with frequent droughts, and “S” a region of higher productivity with less frequent droughts. Definitions of the regions are as denoted in Koster et al. (2016).

    METHODS• Models: GEOS-5 AGCM with a newly instituted land-atmosphere CO2 coupling; additional offline land only (Catchment-CN) simulations• The 80-member ensembles of GEOS-5 simulations:

    i) CTRL: a control ensembleii) DryS (or DryL): an ensemble with an artificially imposed drought on Region S (or Region L) from APR to JUN, followed by a 3-month recovery period.

    [Reference] Koster, R. D., Chang, Y., Wang, H., & Schubert, S. D. (2016). Impacts of Local Soil Moisture Anomalies on the Atmospheric Circulation and on Remote Surface Meteorological Fields during Boreal Summer: A Comprehensive Analysis over North America. Journal of Climate, 29(20), 7345–7364. https://doi.org/ 10. 11 75/J CLI -D -16 -0 19 2. 1

    RESULTS1. A Spring drought has a footprint on land carbon dynamics that persists during the recovery period, and affects the carbon productivity in neighboring

    areas mostly due to remote changes in temperature and water availability. 2. The carbon flux change due to the induced CO2 fertilization effect acts only slightly to mitigate the meteorology effects.

    Simulating Land-Atmosphere Feedback with CO2 coupling

    Figure 4: June DGPP (local and remote) from isolated and combined contributions of precipitation, temperature, and CO2 anomalies that are caused by the drought imposed in the Region S. The offline Catchment-CN model was used to isolate the induced changes in the meteorological drivers by the coupled model (from Fig. 3).

    Figure2:SchematicfigureofGEOS-5AGCMwithinteractivecarboncoupling.

    Figure 3: Changes in root-zone water content (WCRZ), 2m air temperature (T2M), Precipitation, Gross Primary Production (GPP), and atmospheric CO2 concentration at the land surface during (a) drought period and (b) recovery period. All changes are DryS minus CTRL.

    Relative Contributions of Isolated Drivers to GPP (DryS example)

    ATMOSPHERE

    LAND

    Atmospheric CO2 Net land carbon flux

    (a) DryS - CTRL (Drought period, APR-JUN)

    (b) DryS - CTRL (Recovery period, JUL-SEP)

    ΔGPP [gC/m2/day] by drought-induced ΔP

    ΔGPP [gC/m2/day] by drought-induced ΔT2M

    ΔGPP [gC/m2/day] by drought-induced ΔCO2

    ΔGPP [gC/m2/day] by all drought-induced changes

    In the interactive CO2 coupling, the land component (i.e., Catchment-CN) uses the atmospheric CO2 generated by AGCM, and provides net land carbon flux to the atmosphere.

    Δ Precip [mm/day]ΔT2M [degC] ΔGPP [gC/m2/day] Δ sfc CO2 [ppm]

    Δ Precip [mm/day]ΔT2M [degC] ΔGPP [gC/m2/day] Δ sfc CO2 [ppm]

    GC21C-0958, 2017 AGU Fall Meeting

    [Ongoing work] Effect of C Status on Soil Moisture Recovery

    Δ WCRZ [m3/m3]

    Δ WCRZ [m3/m3]

    Impact on a Remote Area (Eastern Side of the Region S example)

    Figure 5: (a) Normalized anomalies of precipitation, temperature, and CO2, which are caused by drought (from Fig. 3) and (b) the changes in GPP associated with the forcing anomalies (from Fig. 4) of the east side of the Region S. The GPP reduction is predominantly caused by ΔP.

    Figure 6: Responses of the root-zone soil moisture [m3/m3] in the Region L to the drought-free LAI and carbon status: (a) Offline Catchment-CN and (b) Coupled Catchment-CN to the atmosphere in GEOS-5.

    Coupled exp.Offline exp.

    z-score=!"#$%&'()*+,-

    Normalized, drought-induced ΔP,

    ΔT, and ΔCO2

    (b)(a)

    Root-zone

    moisture

    [m3/m

    3]

    (a)

    (b)

    Δ GPP driven by ΔT, ΔP, and ΔCO2