Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40° SMOS brightness temperatures

Authors: Xing, Zanpin; Li, Xiaojun; Wigneron, Jean-Pierre;

An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40° SMOS brightness temperatures

Abstract

This repository provides daily SMOS-IB brightness temperature (TB), soil moisture (SM), and vegetation optical depth (VOD) products, derived from SMOS observations after reconstructing a noise-reduced 40° mono-angular TB record using the L-MEB radiative transfer model. The optimized 40° TB is consistent with the SMAP viewing geometry and substantially reduces the high-frequency noise present in the CATDS multi-angular SMOS Level-3 TB. SMOS-IB SM and VOD were then retrieved using the SMAP-INRAE-BORDEAUX (SMAP-IB) algorithm with updated soil roughness map (Li et al., 2022; Konkathi et al., 2025). Evaluations against ISMN soil moisture measurements and multiple vegetation proxies show improved performance compared with multi-angular SMOS products. The dataset provides global daily 40° TB, SM, and VOD at 25 km from 2010 to 2024, suitable for L-band algorithm development and SMAP harmonization, global drought monitoring, and studies of vegetation water and biomass dynamics. Before doing any application or validation studies, the quality control of the data should be done carefully. For the data filtering, we just need to use Scene_Flags (SF) and RMSE layers. Firstly, we usually filter the daily SM/VOD values by the conditions “SF 10% of the pixel), '00001000' : frozen scene, ECMWF_Surf_Temperature < 273K / All data are saved in 'netcdf4' format as 64-bit DOUBLE point numbers in NetCDF format on a global EASE Grid (Equal Area Scalable Earth) version 2, with a sampling resolution of 25 km. Each file contains a 584 by 1388 entry map. Note: *the normal range of VOD values is [0, 2], and SM is [0,1]; *negative yearly median VOD/SM values, are not physical values and were set equal to zero (mostly distributed in the Sahara Desert and Central Australia); Citation of these papers is compulsory when you use the SMOS-IB product: Xing et al., 2025. An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40° SMOS brightness temperatures. ESSD. (In submission) Li, X., Wigneron, J. P., Frappart, F., De Lannoy, G., Fan, L., Zhao, T., ... & Ciais, P. (2022). The first global soil moisture and vegetation optical depth product retrieved from fused SMOS and SMAP L-band observations. Remote Sensing of Environment, 282, 113272. Li, X., Ciais, P. et al., Large live biomass carbon losses from droughts in the northern temperate ecosystems during 2016-2022. (2025). Nature Communications. https://doi.org/10.1038/s41467-025-59999-2 Questions? Email: xiaojunli_vod@163.com or jean-pierre.wigneron@inrae.fr

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average