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table1
table1
Table 1: Source and delay of availability of the different altimeter data used as input to the DUACS system.

Altimeter mission

Type of product

Source

Availability delay

Sentinel-6 MF

NTC

EUMETSAT

~1 month

Sentinel-3A

NTC

EUMETSAT

~1 month

Jason-3

GDR

CNES/EUMETSAT

Reprocessing only

OSTM/Jason-2

GDR

CNES

Reprocessing only

CryoSat-2

GDR

ESA

Reprocessing only

SARAL/AltiKa

GDR

CNES

Reprocessing only

Topex/Poseidon

GDR

CNES

Reprocessing only

Jason-1

GDR

CNES

Reprocessing only

Envisat

GDR

ESA

Reprocessing only

ERS-1

GDR

ESA

Reprocessing only

ERS-2

GDR

ESA

Reprocessing only


The auxiliary products (altimeter standards, geophysical corrections) used in the production are described in Table 2. They are the most up-to-date standards (whose timeliness is compatible with the C3S production planning) and most of them follow the recommendations of the ESA Sea Level CCI project (Quartly et al. 2017; Legeais et al., 2018). More details on the description of these standards can be found in Lievin et al., 2020  and in Kocha et al., 2023 for measurements after 2023/06/08 (in bold in the table).

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table2
table2
Table 2: Altimeter standards used in the C3S sea level vDT2021 product as described in Lievin et al., 2020. and in bold as described in Kocha et al., 2023

.


Poseidon Topex

Jason-1

OSTM/Jason-2

Jason-3

ERS-1

ERS-2

Envisat

Cryosat-2

SARAL AltiKa

Sentinel-3A

Sentinel-6 MF

Orbit

GSFC STD18

POE-E

POE-F

POE-F

Reaper

POE-E

POE-F

POE-F

POE-F

POE



Ionospheric Correction

Filtered dual-frequency altimeter range measurements [Guibbaud et al. 2015]; DORIS on Poseidon

Filtered dual-frequency altimeter range [Guibbaud et al. 2015] (from SSB C-band)

Filtered dual-frequency altimeter from [Guibbaud et al. 2015] & c> 170 from L2 GDRF

Reaper NIC09 model [Scharroo and Smith, 2010]

GIM [Ijima et al., 1999]

Filtered from L2; c>65: GIM [Ijima et al., 1999] corrected for 8mm bias

GIM [Ijima et al., 1999]

Filtered from L2

L2 Filtered dual frequency



Sea State Bias

Non parametric [Tran et al. 2010] ;

BM4 on Poseidon

Non parametric [Tran 2015]

Non parametric [ Tran 2012]

Non parametric from J2 [ Tran 2012] & c>170 from [Tran 2020 report] J3 GDRF

BM3 [Gaspar and Ogor, 1994]

Non parametric [Mertz et al., 2005]

Non parametric [ Tran 2017]

Non parametric [ Tran 2018] Baseline C

Non parametric [ Tran 2018]

Non parametric [ Tran 2012]

Non parametric SSB [Tran 2021] from J3 GDR


Wet Troposphere

GPD+ [Fernandes and Lazaro, 2015]

JMR (GDRE) radiometer

AMR radiometer

AMR radiometer (c>170 from L2 GDRF)

GPD+ [Fernandes and Lazaro, 2015]

MWR radiometer reprocessed

GPD+ [Fernandes and Lazaro, 2015]

Neural Network (5 entries) V4

MWR 3 radiometer

MWR radiometer

Dry Troposphere

ERA5 (1-hour) model based





Dynamical Atmospheric Correction

TUGO

High frequencies forced with analysed ERA5 pressure and wind field + inverse barometer Low frequencies

TUGO HF forced with analysed ERA 5 pressure an d wind field; and after 02/2016 MOG2D HF forced with analysed ECMWF pressure and wind field + inverse barometer Low Frequencies

MOG2D HF forced with analysed ECM WF pressure and wind [Carrere and Lyard, 2003; operational version 3.2.0] + inverse barometer Low Frequencies

TUGO High frequencies forced with analysed ERA5 pressure and wind field + inverse barometer Low frequencies

TUGO High frequencies forced with analysed ERA5 pressure and wind field; and after 02/2016 MOG2D High frequencies forced with analysed ECMWF pressure and wind field + inverse barometer Low frequencies

TUGO HF forced with analysed ERA5 pressure an d wind field; and after 02/2016 MOG2D HF forced with analysed ECMWF pressure and wind field + inverse barometer Low Frequencies

Before 2023/06/07: MOG2D High frequencies forced with analysed ECMWF pressure and wind field [Carrere and Lyard, 2003; operational version 3.2.0] + inverse barometer Low frequencies

After 2023/06/08: TUGO High frequencies forced with analysed ECMWF pressure and wind field + inverse barometer LF

Ocean Tide

Before 2023/06/07: FES 2014 B  [Carrère et al. 2016]; after 2023/06/08: FES22b [Carrère et al., 2023]

Internal TideZaron 2019 (HRETv8.1 tidal frequencies: M2, K1, S2, O1)
Pole TideDesai et al., 2015 ; Mean Pole Location 2017
Solid TideElastic response to tidal potential [Cartwright and Tayler, 1971; Cartwright and Edden, 1973]
Mean Sea SurfaceBefore 2023/06/07: Hybrid (SIO,CNES/CLS15,DTU15) [Sandwell et al.,2017 ; Ole et al.; Pujol et al.,2018]; after 2023/06/08: Hybrid MSS (SIO22; CNES/CLS22, DTU21) [Laloue et al., 2024]
Mean
Dynamic Topography
CNES_CLS18 (Mulet et al, 2021) combined with CMEMS_2020
Glacial Isostatic Adjustment (GIA)The DUACS L4 products are not corrected from GIA effects


Warning
titleWarning:

Between 1993 and 1998, the retrievals of global mean sea level (MSL) have been known to be affected by an instrumental drift in the TOPEX-A measurements, which has been quantified by several studies as discussed in the C3S Product Quality Assessment Report ([C3S_PQAR], section 3.2) and in Legeais et al. (2020). The altimeter sea level community agrees that it is necessary to correct the TOPEX-A record for the instrumental drift to improve the accuracy and the uncertainty of the total sea level record. An empirical correction of this drift based on a global comparison between altimetry and _in situ_ tide gauge measurements (WCRP sea level budget group, 2018) has been proposed in the data files. The correction value included in the dedicated variable can be added to the gridded SLA, to correct for the observed instrumental drift during the lifetime of the TOPEX-A mission (the correction is null after this period). This is a global correction to be added a posteriori (and not before) to the global mean sea level estimate derived from the gridded sea level data. It can be applied at regional or local scales as a best estimate (better than no correction, since the regional variation of the instrumental drift is unknown).

However, even if the corrections proposed by the different studies available lead to similar global MSL trends and accelerations (in agreement with climate models), there is not yet a consensus on the best approach to estimate the drift correction at global and regional scales. The recommendation of the Ocean Surface Topography Science Team (OSTST) is to wait for the future release of a reprocessed TOPEX dataset. Therefore, the TOPEX-A correction has been proposed as a separate variable within the C3S sea level data files vDT2021 (and not directly included in the SLA estimate). See the sea level Product Quality Assessment Report [C3S_PQAR] for further details.

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table3
table3
Table 3: Characteristics and time availability of the different altimeter data used in input of DUACS system.


Altimeter mission



Cycle  duration  (days)



Latitude range (°N)



Number of  tracks in  the cycle



Inter-track distance at equator (km)



Sun-  synchron ous



Dual-  frequency  Altimeter



Radiometer on board


Temporal period processed by DUACS system for C3S product


Begin date


End date

Topex/Poseidon

10

±66

254

~315

No

Yes

Yes

1992/11/20

2002/04/24

Jason-1

10

±66

254

~315

No

Yes

Yes

2002/04/24

2008/10/19

OSTM/Jason-2

10

±66

254

~315

No

Yes

Yes

2008/10/19

2016/05/26

Jason-3

10

±66

254

~315

No

Yes

Yes

2016/05/26

2022/02/10



ERS-1



35




±81.5




1002



~80




Yes




Yes




Yes



1992/11/20*



1995/05/15

ERS-1 Geodetic

168

-

1994/04/10

1995/03/21

ERS-2

35

±81.5

1002

~80

Yes

Yes

Yes

1995/05/15

2002/05/14

Envisat

35

±81.5

1002

~80


Yes (S-band


2002/05/14

2010/10/18

Envisat-New Orbit

30

±81.5

862

-

Yes

lost after

cycle 65)

Yes

2010/10/26

2012/04/08

Cryosat-2

29 (sub cycle)

±88

840

~98

No

No

No

2012/04/08

2013/03/14

SARAL/AltiKa

35

±81.5

1002

~80

Yes

No

Yes

2013/03/14

2016/03/20

Sentinel-3A

27

±81.5

770

~100

Yes

Yes

Yes

2016/03/20

On-going

Sentinel-6 MF

10

±66

254

~315

No

Yes

Yes

2022/02/10

On-going

The user and service requirements related to the sea level ECV product are described in detail in [C3S_TRD]. The characteristics (spatial and temporal coverage) listed in the above table are in agreement with these target requirements. The [C3S_TRD] document also includes a gap analysis, describing what could be achieved to better answer the user's needs so that the sea level product remains relevant and up-to-date.

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Table 4
Table 4
Table 4: Coverage definition of the cartesian grid.

Area

Latitude coverage

Longitude coverage

Global Ocean

90°S/90°N

0°/360°


Note

Note that the latitudinal coverage of the maps depends on the ice coverage and nominally reaches 82° of latitude (except for data from CryoSat-2) because of the orbital inclination of the satellites. When no measurement is available (at higher latitudes or over the continents), the grid is filled with the default '_FillValue'.

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Table5
Table5
Table 5: Variables of the daily sea level product.

Type

Name

Content

Unit

Scale Factor

float

time(time)

Time of measurement

days since 1950-01-01
00:00:00 UTC

none

float

latitude(latitude)

Latitude of measurement

degrees_north

none

float

longitude(longitude)

Longitude of measurement

degrees_east

none

float

lat_bnds (latitude,nv)

latitude values at the north and south bounds of each pixel.

degrees_north

none

float

lon_bnds(longitude,nv)

longitude values at the west and east bounds of each pixel.

degrees_east

none

int

nv(nv)

Useful for grid definition

none

none

int

crs

Describes the grid_mapping used by the data in this file. This variable does not contain any data; only information about the geographic coordinates system.

none

none

int

sla(time,latitude,longitude)

Sea level Anomaly

meters

10-4

int

err_sla(time,latitude,longitude)

Formal mapping error

meters

10-4

int

ugosa(time,latitude,longitude)

Geostrophic velocity anomalies: eastward zonal component

m/s

10-4

int

vgosa(time,latitude,longitude)

Geostrophic velocity anomalies: northward meridian component

m/s

10-4

int

err_ugosa(time,latitude,longitude)

Formal mapping error on zonal velocity anomalies

m/s

10-4

int

err_vgosa(time,latitude,longitude)

Formal mapping error on meridional velocity anomalies

m/s

10-4

int

adt(time,latitude,longitude)

Absolute dynamic topography

meters

10-4

int

ugos(time,latitude,longitude)

Absolute geostrophic velocity: eastward zonal component

m/s

10-4

int

vgos(time,latitude,longitude)

Absolute geostrophic velocity: northward meridian component

m/s

10-4

int

tpa_correction

TOPEX-A instrumental drift correction derived from altimetry and tide gauges global comparisons

m

10-4

int

flag_ice

Ice Flag based on CDR OSI-SAF products until 2016 (OSI-450), Interim products from 2016 (OSI- 430-b)

-

10-4

Monthly sea level product

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Table6
Table6
Table 6: Variables of the monthly sea level product.

Type

Name

Content

Unit

Scale Factor

float

time(time)

Time of measurement

days since 1950-01-01
00:00:00 UTC

none

float

latitude(latitude)

Latitude of measurement

degrees_north

none

float

longitude(longitude)

Longitude of measurement

degrees_east

none

float

lat_bnds (latitude,nv)

latitude values at the north and south bounds of each pixel.

degrees_north

none

float

lon_bnds(longitude,nv)

longitude values at the west and east bounds of each pixel.

degrees_east

none

floatclimatology_bnds(time,nv)Useful for grid definitionmeters

int

nv(nv)

Useful for grid definition

none

none

int

crs

Describes the grid_mapping used by the data in this file. This variable does not contain any data; only information about the geographic coordinates system.

none

none

int

sla(time,latitude,longitude)

Sea level Anomaly

meters

10-4

inteke(time,latitude,longitude)Eddy Kinetic Energycm2/s210-4

Appendix A - Specifications of the daily sea level product

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 Copernicus Climate Change Service

Info
iconfalse

This document has been produced in the context of the Copernicus Climate Change Service (C3S).

The activities leading to these results have been contracted by the European Centre for Medium-Range Weather Forecasts, operator of C3S on behalf of the European Union (Delegation agreement signed on 11/11/2014). All information in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose.

The users thereof use the information at their sole risk and liability. For the avoidance of all doubt , the European Commission and the European Centre for Medium - Range Weather Forecasts have no liability in respect of this document, which is merely representing the author's view.

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