continental hydrology loading observed by vlbi measurements · a 1 o x 1 global grid with...

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A 1 o x 1 o global grid with amplitudes and phases estimated from the hydrology loading series. Continental Hydrology Loading Observed by VLBI Measurements D. Eriksson and D. S. MacMillan E-mail: [email protected] [email protected] NVI, Inc., NASA Goddard Space Flight Center Information Contact: David Eriksson, Dan MacMillan NVI, Inc and NASA Goddard Space Flight Center IVS – GM 2012 Introduction Standard deviation of GLDAS NOAH hydrology parameters in centimeters of water Standard deviation of the GRACE Mascons in centimeters of water Ψ is given in degrees GLDAS GRACE Mascons Phase Amplitude The loading Green’s function is the response at the station due to a mass load at an angular distance ψ from the station. The closer the mass is to the station, the larger the response. By integrating over the surface of the earth, we will get the total adjustment of the station position caused by the surface mass distribution. The loading contribution is dominated by loading near the station as well as any large coherent regional loads far from the station. Vertical deformation due to hydrological loading is large enough to be seen in VLBI geodetic parameter estimates. Typical peak-to-peak vertical variations are 3-10 mm at VLBI sites. The hydrological signal at VLBI sites generally has a seasonal character, but we also observe interannual variations. These variations are caused by temporal variations of the geographic distribution of surface mass. Here, we have calculated the mass loading derived from GRACE gravity measurement time series from 2003 to 2011. Specifically, we have evaluated the convolution of Farrell’s loading Green’s function with the global loading mass field, given by a global grid of equal-area GRACE mascons [Rowlands et al., 2005]. We compare hydrology loading series derived from GRACE with those computed using the GLDAS hydrology model by the NASA GSFC GLDAS team [M. Rodell et. al, (2004)]. We then investigate the reduction in baseline length and site position scatter when hydrology loading is applied in VLBI analysis. or more cm or more cm Ψ 1 Hydrology Data 2 The Green’s Function Approach 4 Annual Variation of Vertical Loading on a Global Grid 5 Improvements in VLBI Analysis Vertical and horizontal hydrology loading is computed using the GLDAS NOAH model and the NASA GSFC GRACE Mascons. In our analysis we use a monthly average of the GLDAS NOAH model. Since the GLDAS model does not account for ice sheet processes, areas with permanent frost are masked out. Another problem with the GLDAS NOAH model is that it is not designed to model groundwater, which is a significant part of the hydrology system. 3 Characteristics of Loading Displacements The figure above shows some typical loading series from the GRACE period (2003-2010). The loading series shown are for two representative mid-latitude VLBI sites Wettzell (Germany) and Hartrao (South Africa). We applied our loading series in standard Calc/Solve VLBI analysis to determine whether site postion estimates were improved. We ran three solutions (without loading and then with each loading correction) to estimate daily site positions for the sites in our weekly operational R1 and R4 networks. We have a loading service http:// lacerta.gsfc.nasa.gov / hydlo / where we provide loading series computed from the GLDAS NOAH model. Rodell, M., P. R. Houser, U. Jambor, J. Gottschalck, K. Mitchell, C.-J. Meng, K. Arsenault, B. Cosgrove, J. Radakovich, M. Bosilovich, J. K. Entin, J. P. Walker, D. Lohmann, and D. Toll, The Global Land Data Assimilation System, Bull. Amer. Meteor. Soc., 85(3), 381-395, 2004. Rowlands, D.D., S.B. Luthcke, S. M. Klosko, F.G. Lemoine, D. S. Chinn, J. J. McCarthy, C. M. Cox, and O. B. Andersen,(2005), Resolving mass flux at high spatial and temporal resolution using GRACE intersatellite measurements,” Geophys. Res. Lett.32 (L04310), 2005. Farrell, W. E., Deformation of the earth by surface loads. Rev. Geophys. and Spac. Phys., 10(3):761–797, 1972. NASA GSFC Hydrology Loading Service References 0 2 4 6 8 10 12 14 x 10 9 20 10 0 10 20 30 40 Baseline Length Variance Reduction in Baseline Length (mm 2 ) No hydrology GLDAS Monthly, 77.4194% > 0 No hydrology GRACE 10day, 77.4194% > 0 Variance reduction in baseline length: 80% of the baselines are improved. Variance reduction in the UEN position estimates: We get improvement for most stations where the hydrology signal is strong. Applying GLDAS and GRACE hydrology loading series reduce VLBI vertical and horizontal scatter. 8 6 4 2 0 2 4 6 8 HARTRAO, Vertical 2004 2005 2006 2007 2008 2009 2010 mm 1.5 1 0.5 0 0.5 1 1.5 HARTRAO, EastWest 2004 2005 2006 2007 2008 2009 2010 mm 1.5 1 0.5 0 0.5 1 1.5 HARTRAO, NorthSouth 2004 2005 2006 2007 2008 2009 2010 mm 8 6 4 2 0 2 4 6 8 WETTZELL, Vertical 2004 2005 2006 2007 2008 2009 2010 mm 1.5 1 0.5 0 0.5 1 1.5 WETTZELL, EastWest 2004 2005 2006 2007 2008 2009 2010 mm 1.5 1 0.5 0 0.5 1 1.5 WETTZELL, NorthSouth 2004 2005 2006 2007 2008 2009 2010 mm GLDAS NOAH GRACE Mascons

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Page 1: Continental Hydrology Loading Observed by VLBI Measurements · A 1 o x 1 global grid with amplitudes and phases estimated from the hydrology loading series. Continental Hydrology

A 1o x 1o global grid with amplitudes and phases estimated from the hydrology loading series.

Continental Hydrology Loading Observed by VLBI Measurements

D. Eriksson and D. S. MacMillan

E-mail: [email protected] [email protected]

NVI, Inc., NASA Goddard Space Flight Center

Information Contact: David Eriksson, Dan MacMillan NVI, Inc and NASA Goddard Space Flight Center

IVS – GM 2012

Introduction

Standard deviation of GLDAS NOAH hydrology parameters in centimeters of water

Standard deviation of the GRACE Mascons in centimeters of water

Ψ is given in degrees

GLDAS GRACE Mascons

Phas

e A

mpl

itude

The loading Green’s function is the response at the station due to a mass load at an angular distance ψ from the station. The closer the mass is to the station, the larger the response. By integrating over the surface of the earth, we will get the total adjustment of the station position caused by the surface mass distribution. The loading contribution is dominated by loading near the station as well as any large coherent regional loads far from the station.

Vertical deformation due to hydrological loading is large enough to be seen in VLBI geodetic parameter estimates. Typical peak-to-peak vertical variations are 3-10 mm at VLBI sites. The hydrological signal at VLBI sites generally has a seasonal character, but we also observe interannual variations. These variations are caused by temporal variations of the geographic distribution of surface mass. Here, we have calculated the mass loading derived from GRACE gravity measurement time series from 2003 to 2011. Specifically, we have evaluated the convolution of Farrell’s loading Green’s function with the global loading mass field, given by a global grid of equal-area GRACE mascons [Rowlands et al., 2005]. We compare hydrology loading series derived from GRACE with those computed using the GLDAS hydrology model by the NASA GSFC GLDAS team [M. Rodell et. al, (2004)]. We then investigate the reduction in baseline length and site position scatter when hydrology loading is applied in VLBI analysis.

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or more

or more

cm

cm

Ψ

1 Hydrology Data

2 The Green’s Function Approach

4 Annual Variation of Vertical Loading on a Global Grid

5 Improvements in VLBI Analysis

Vertical and horizontal hydrology loading is computed using the GLDAS NOAH model and the NASA GSFC GRACE Mascons. In our analysis we use a monthly average of the GLDAS NOAH model. Since the GLDAS model does not account for ice sheet processes, areas with permanent frost are masked out. Another problem with the GLDAS NOAH model is that it is not designed to model groundwater, which is a significant part of the hydrology system.

3 Characteristics of Loading Displacements

The figure above shows some typical loading series from the GRACE period (2003-2010). The loading series shown are for two representative mid-latitude VLBI sites Wettzell (Germany) and Hartrao (South Africa).

We applied our loading series in standard Calc/Solve VLBI analysis to determine whether site postion estimates were improved. We ran three solutions (without loading and then with each loading correction) to estimate daily site positions for the sites in our weekly operational R1 and R4 networks.

We have a loading service http://lacerta.gsfc.nasa.gov/hydlo/ where we provide loading series computed from the GLDAS NOAH model.

Rodell, M., P. R. Houser, U. Jambor, J. Gottschalck, K. Mitchell, C.-J. Meng, K. Arsenault, B. Cosgrove, J. Radakovich, M. Bosilovich, J. K. Entin, J. P. Walker, D. Lohmann, and D. Toll, The Global Land Data Assimilation System, Bull. Amer. Meteor. Soc., 85(3), 381-395, 2004.

Rowlands, D.D., S.B. Luthcke, S. M. Klosko, F.G. Lemoine, D. S. Chinn, J. J. McCarthy, C. M. Cox, and O. B. Andersen,(2005), Resolving mass flux at high spatial and temporal resolution using GRACE intersatellite measurements,” Geophys. Res. Lett.32 (L04310), 2005.

Farrell, W. E., Deformation of the earth by surface loads. Rev. Geophys. and Spac. Phys., 10(3):761–797, 1972.

NASA GSFC Hydrology Loading Service

References

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10

20

30

40

Baseline Length

Var

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ine

Leng

th (m

m2 )

No hydrology − GLDAS Monthly, 77.4194% > 0No hydrology − GRACE 10−day, 77.4194% > 0

�  Variance reduction in baseline

length: 80% of the baselines are improved.

�  Variance reduction in the UEN position estimates: We get improvement for most stations where the hydrology signal is strong.

�  Applying GLDAS and GRACE hydrology loading series reduce VLBI vertical and horizontal scatter.

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HARTRAO, Vertical

2004

2005

2006

2007

2008

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2010

mm

−1.5

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1.5HARTRAO, East−West

2004

2005

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1

1.5HARTRAO, North−South

2004

2005

2006

2007

2008

2009

2010

mm

−8−6−4−2

02468

WETTZELL, Vertical

2004

2005

2006

2007

2008

2009

2010

mm

−1.5

−1

−0.5

0

0.5

1

1.5WETTZELL, East−West

2004

2005

2006

2007

2008

2009

2010

mm

−1.5

−1

−0.5

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1.5WETTZELL, North−South

2004

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GLDAS NOAHGRACE Mascons