• Catalogue PIGMA
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Wet troposphere correction from water vapour climate data records

The CDR-derived Wet Tropospheric Correction (WTC) Product V2 is generated from the Level-2+ along-track altimetry products version 2024 (L2P 2024) distributed by AVISO+ (www.aviso.altimetry.fr). It provides a long-term, homogenized estimation of the wet tropospheric correction based on Climate Data Records (CDRs) of atmospheric water vapour combined with high frequencies MWR data.

Two independent CDRs datasets are used:

- REMSS V7R2 (coverage until 2022)

https://www.remss.com/measurements/atmospheric-water-vapor/tpw-1-deg-product/

- HOAPS V5 precursor CDR from EUMETSAT CM SAF (coverage until 2020) HOAPS V4/V5 data available via https://wui.cmsaf.eu

Note: the HOAPS V5 precursor is not yet an official CM SAF product; full validation and public release are pending.

The MWR/CDR WTC V2 estimates is derived using spatially varying but temporally constant polynomial coefficients (ai).

1. WTC V2 – Along-track L2P Product

Data format: The WTC V2 product is delivered in Level-2+ (L2P) format, along the satellite ground track. Each mission is distributed as a compressed archive (.tar.gz) containing one NetCDF4 CF-1.8 file per mission cycle.

Archive naming convention:

<mission>_WTC_from_WV_CDR_<version>.tar.gz

mission: TP (TOPEX/Poseidon), J1, J2, J3

version: product version (currently V2)

File naming convention inside archives:

<mission>_C<cycle>.nc

cycle: 4-digit cycle index (e.g., C0001)

Each NetCDF file contains: 1/ Along-track WTC estimate; 2/ Ancillary information; 3/ Space–time coordinates

2. WTC CDR Uncertainties – Gridded Product: A complementary product is provided, delivering regional trend estimates and associated uncertainties from the WTC Climate Data Record.

The uncertainty product is distributed as a single NetCDF4 file: wtc_trend_uncertainties.nc . This file contains global gridded fields of WTC CDR trend and uncertainty parameters.

Product content:

This is the first dedicated version providing both: WTC CDR (HOAPS) linear trends, and Uncertainty estimates on these trends. Uncertainties are expressed as 1-sigma confidence intervals, and propagated using the methodology described in Section 2.3 of the Product User Manual.

The product includes:

- Total uncertainty on the WTC trend, propagated from all identified uncertainty sources in the WTC–TCWV regression.

- Individual contributions of uncertainty sources (Uncertainties on regression coefficients: a0, a1 and their standard deviations; Uncertainties inherited from the HOAPS TCWV CDR)

These fields enable users to assess the relative importance of each uncertainty component and recompute uncertainty propagation with alternative methods.

Included regression input variables:

To ensure transparency and reproducibility, the product provides: 1/ regression coefficients a0, a1; 2/ their associated uncertainties (std of a0, std of a1); 3/additional diagnostic fields required to recompute uncertainties if needed.

Simple

Date (Creation)
2022-11-22
Date (lastUpdate)
2023-08-07
Date (lastUpdate)
2025-12-10
Date (Publication)
2025-12-17
Version
v2.0

Identifier

No information provided.
Credit
CDS-AVISO
Point of contact
  Helpdesk AVISO
Distributor
  CDS-AVISO
Originator
  Magellium
funder
  CNES
Originator
  Fluctus
Originator
  LEGOS
GEMET - INSPIRE themes, version 1.0
  • Oceanographic geographical features
Cersat - Latency
  • Historical
Centre de données ODATIS
  • CDS-AVISO
Type de jeux de donnée ODATIS
  • /Observational data/satellite
ODATIS aggregation parameters and Essential Variable names
  • Sea surface height
Cersat - Processing level
  • L4
Cersat - Parameter
  • Atmospheric Water Vapour
Specific usage
Update
Use limitation
None
Access constraints
License
Use constraints
License
Other constraints
Open Licence
Other constraints
If you use the data, please refer to Barnoud et al. (2023) and acknowledge: “The CDR-derived WTC product was produced by Magellium, Fluctus and LEGOS and distributed on the AVISO ODATIS portal (https://aviso.altimetry.fr) with support from CNES (https://doi.org/10.24400/527896/a01-2022.018 version XX).”
Spatial representation type
grid Grid
Distance
7  km
Topic category
  • Oceans
N
S
E
W
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Begin date
1993-10-08
End date
2025-09-30
Reference system identifier
http://www.opengis.net/def/crs/EPSG/0/4326
Distribution format
  • NetCDF ( 4 )

OnLine resource

No information provided.
OnLine resource
User guide ( WWW:LINK )

Product User Manual (handbook)

OnLine resource
Https server ( WWW:LINK )
OnLine resource
Main publication link ( WWW:LINK-1.0-http--publication-URL )

Barnoud A., Picard B., Meyssignac B., Marti F., Ablain M. and Roca R., 2023, Reducing the uncertainty in the satellite altimetry estimates of global mean sea level trends using highly stable water vapour climate data records. Journal of Geophysical Research: Oceans, 128, e2022JC019378,

Distribution format
OnLine resource
Digital Object Identifier (DOI) ( DOI )
Hierarchy level
Dataset
Description
Production and restricted distribution of the Basic SWOT L3_LR_SSH (2-km) version 0.3 product derived from the beta pre-validated L2_LR_SSH version 1.0 (summer 2023 reprocessing).
Date / Time
v0.3 2023-12-22
Hierarchy level
Dataset
Description
Production and distribution of the Basic SWOT L3_LR_SSH (2-km) version 1.0 product derived from the L2_LR_SSH version C for both the Calibration (cycles 474 - 578) and Science (cycles 1 - 17) phases.
Date / Time
v1.0 2024-05-07
Hierarchy level
Dataset
Description
Production and distribution of the Basic SWOT L3_LR_SSH (2-km) version 1.0.2 product for both the Calibration (cycles 474 - 578) and Science (cycle 1 - ongoing) phases.
Date / Time
v1.0.2 2024-09-10
Hierarchy level
Dataset
Description
Production and distribution of the Basic SWOT L3_LR_SSH (2-km) version 2.0 product for both the Calibration (cycles 474 - 578) and Science (cycle 1 - ongoing) phases.
Date / Time
v2.0 2025-01-27
Hierarchy level
Dataset
Description
Production and distribution of the Basic SWOT L3_LR_SSH (2-km) version 2.0.1 product for both the Calibration (cycles 474 - 578) and Science (cycle 1 - ongoing) phases.
Date / Time
v2.0.1 2025-03-15
Hierarchy level
Dataset
Processing level code
L2P /
File identifier
07a94d2c-651a-4653-bd9b-af007eb7449b XML
Metadata language
English
Character set
UTF8
Hierarchy level
Dataset
Date stamp
2026-01-08T11:03:01.261224Z
Metadata standard name
ISO 19115-3:2018 - Remote Sensing ISO 19115-3:2018 - Remote Sensing
editor
  AVISO
 
 

Overviews

overview
Comparison of altimeter’s MWR-based, REMSS-derived and HOAPS-derived global mean wet troposphere corrections (GMWTC). Top: GMWTC time series. Bottom: Differences between CDR-derived GMWTC and altimeter’s MWR-based GMWTC. Update from Barnoud et al. (2023).

Spatial extent

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Keywords

Centre de données ODATIS
CDS-AVISO
Cersat - Latency
Historical
Cersat - Parameter
Atmospheric Water Vapour
Cersat - Processing level
L4
GEMET - INSPIRE themes, version 1.0
Oceanographic geographical features
ODATIS aggregation parameters and Essential Variable names
Sea surface height
Type de jeux de donnée ODATIS
/Observational data/satellite

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