TROPOMI's CO retrieval code for the Sentinel 5 Precursor...

15
TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested on 10 years of SCIAMACHY's 2.3 μm measurements Tobias Borsdorff, Joost aan de Brugh, Paul Tol, Ilse Aben, Jochen Landgraf Netherlands Institute for Space Research (SRON)

Transcript of TROPOMI's CO retrieval code for the Sentinel 5 Precursor...

Page 1: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested on 10 years of SCIAMACHY's 2.3 μm measurementsTobias Borsdorff, Joost aan de Brugh, Paul Tol, Ilse Aben, Jochen Landgraf

Netherlands Institute for Space Research (SRON)

Page 2: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Spectral mean signal relative to 11 Jan. 2003.

SCIAMACHY’s daily sun measurements

Page 3: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

The need for a reflectance retrieval

R=μ

0

π ⋅I Earth

I Sun

S i(t)=α(t)βi(t)S i(t0)+ϵi(t)

The need for a reflectance retrieval

Page 4: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

(grey, e.g. gloudemans et al.,2008)

A wider CO retrieval window

Page 5: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Signal to noise of SCIAMACHY spectra

Mean (2003-2012)

Page 6: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Radiometric offset correction

F (x ,a)=F (x)+∑i=0

n=3

a(i ) p i(λ)

Sahara

Australia

Page 7: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Error of clear sky retrievals

Page 8: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Error of cloud contaminated retrievals

CAK[1]

Borsdorff, T., Hasekamp, O. P., Wassmann, A., and Landgraf, J.: Insights into Tikhonov regularization: application to trace gas column retrieval and the efficient calculation of total column averaging kernels, Atmos. Meas. Tech., 7, 523-535, doi:10.5194/amt-7-523-2014, 2014.

Page 9: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Validation: SCIAMACHY vs. NDACC/IRWG

NDACC (pink)SCIAMACHY (black)

47.42N

67.84N

Page 10: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Validation: SCIAMACHY vs. TCCON

TCCON (blue)SCIAMACHY (black)

45.95N

-12.43S

Page 11: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Validation: bias (SCIAMACHY - FTIR)

Page 12: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Data usage: spatial resolution

Mean (2003-2012)

cylindrical equal area projection (nlat=180, nlon=360)

Page 13: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Data usage: temporal resolution

30-day medians

Page 14: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

TROPOMI: single overpass over china

CO column [1018 molec cm-2]

Page 15: TROPOMI's CO retrieval code for the Sentinel 5 Precursor ...seom.esa.int/atmos2015/files/presentation27.pdf · TROPOMI's CO retrieval code for the Sentinel 5 Precursor mission tested

Summary and conclusions

● TROPOMI CO retrieval code performs good on real data:

– good agreement with TCCON (0.1 ± 7.5 ppb).

– bias with NDACC/IRWG (-8.9 ± 8.3 ppb)

– good agreement with TM5 over Africa

● Next: TROPOMI cloud retrieval with SCIAMACHY spectra

● Now available: full mission SCIAMACHY CO dataset

(cloud free scenes over land)

Image: ESA

© Astrium