BibTex format
@article{Xing:2026:10.5194/essd-18-4047-2026,
author = {Xing, Z and Li, X and Frappart, F and De, Lannoy G and Jagdhuber, T and Peng, J and Fan, L and Ma, H and Karthikeyan, L and Liu, X and Wang, M and Zhao, L and Liu, Y and Wigneron, JP},
doi = {10.5194/essd-18-4047-2026},
journal = {Earth System Science Data},
pages = {4047--4073},
title = {An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40° SMOS brightness temperatures for 2010–2024},
url = {http://dx.doi.org/10.5194/essd-18-4047-2026},
volume = {18},
year = {2026}
}
RIS format (EndNote, RefMan)
TY - JOUR
AB - The Soil Moisture and Ocean Salinity (SMOS) mission delivers the first multi-angular L-band observations for retrieving global soil moisture (SM) and vegetation optical depth (VOD), two critical variables for understanding terrestrial water and carbon cycles. However, the combined effects of non-identical fields of view and aliasing in multi-angular SMOS brightness temperature (TB) observations can introduce noise and biases when the TBs are averaged to a nominal incidence angle, as done in the SMOS L3 dataset, thereby degrading land parameter retrievals. To address this issue, an optimized SMOS TB dataset was initially produced at a fixed 40° incidence angle, consistent with the Soil Moisture Active Passive (SMAP) mission. We then developed the first SMOS mono-angular SM and VOD products designed to achieve performance comparable to SMAP and improved relative to conventional multi-angle SMOS retrievals. The 40° TB optimization was performed using the L-band Microwave Emission of the Biosphere (L-MEB) model, and the inversion relied on the SMAP-INRAE-BORDEAUX (SMAP-IB) algorithm, yielding a global 40° SMOS TB record and associated SM and VOD products for 2010–2024 at 25 km spatial resolution, collectively referred to as SMOS-IB. Results showed that the optimized 40° TB reached a performance level comparable to SMAP and improved relative to SMOS-L3, both in its sensitivity to in-situ SM from the International Soil Moisture Network (ISMN) and in the reduction of global pixel-scale noise. When multiple evaluation metrics are considered, the SMOS-IB SM and VOD data, benefiting from the use of the optimized TB as input and a newly optimized soil roughness (Hr) parameterization, showed improved performance compared with those derived from SMOS L3 40° TB or from the multi-angular SMOS products. The SMOS-IB TB, SM and VOD products can be used for L-band algorithm development and SMAP harmonization, global drought monitoring, and studies of vegetati
AU - Xing,Z
AU - Li,X
AU - Frappart,F
AU - De,Lannoy G
AU - Jagdhuber,T
AU - Peng,J
AU - Fan,L
AU - Ma,H
AU - Karthikeyan,L
AU - Liu,X
AU - Wang,M
AU - Zhao,L
AU - Liu,Y
AU - Wigneron,JP
DO - 10.5194/essd-18-4047-2026
EP - 4073
PY - 2026///
SN - 1866-3508
SP - 4047
TI - An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40° SMOS brightness temperatures for 2010–2024
T2 - Earth System Science Data
UR - http://dx.doi.org/10.5194/essd-18-4047-2026
VL - 18
ER -