A global soil moisture product at 1 km resolution based on Sentinel-1 (2016-2022)

DOI

Soil moisture, although a small fraction of total water content, plays a critical role in the Earth's surface water-heat cycle by influencing processes such as evaporation, infiltration, and vegetation growth and development. Remote sensing has emerged as a critical method for obtaining global-scale soil moisture data. A dual-polarization algorithm (DPA) is proposed and the dual-polarization (VV+VH) observations from the Sentinel-1 C-band synthetic aperture radar are used to generate a global soil moisture dataset with a spatial resolution of 1 km. Due to the observation mode of Sentinel-1, the temporal resolution of this dataset is higher in European and high latitude regions compared to other continents and lower latitude regions. The dataset is provided in raster format, with one set of ascending and one set of descending data for each day, and to ensure data quality, certain areas not suitable for soil moisture retrieval have been excluded, such as water bodies, permanent wetlands, frozen areas, ice and snow covered surfaces, and urban and built-up areas. Feedback and collaboration to improve the dataset is encouraged.

  • File descriptions: (1) File format: TIFF(2) Naming rule: SM_Ascending/Descending_YYYYMMDD.tif (eg: SM_D_20160906.tif)(3) Spatial resolution: 1km (about 0.0089831528 degree)(4) Columns and rows: 40074 and 20036(5) Coordinate system: D_WGS_1984 (EPSG:4326)(6) Scope: Top 89.9887335867, Left -179.990941903, Right 179.990941903, Bottom -89.9887335867(7) Pixel_Type: signed integer (16Bit)(8) Scale: 1000(9) Valid range: 0.02 to 0.6 m3/m3(10) Backgroud value:32767: Permanent Wetlands, Urban and Built-up Lands, Permanent Snow and Ice, Water Bodies32766: Surface temperature 10%* Further fundings:Helmholtz MoDEV projectESA CLIMATE-Pan-TPE project
Identifier
DOI https://doi.pangaea.de/10.1594/PANGAEA.968754
Metadata Access https://ws.pangaea.de/oai/provider?verb=GetRecord&metadataPrefix=datacite4&identifier=oai:pangaea.de:doi:10.1594/PANGAEA.968754
Provenance
Creator Fan, Dong (ORCID: 0000-0002-4604-176X); Zhao, Tianjie; Jiang, Xiaoguang; García-García, Almudena; Schmidt, Toni; Samaniego, Luis ORCID logo; Attinger, Sabine; Wu, Hua; Jiang, Yazhen; Shi, Jiancheng; Fan, Lei; Tang, Bohui; Wagner, Wolfgang ORCID logo; Dorigo, Wouter ORCID logo; Gruber, Alexander ORCID logo; Mattia, Francesco; Balenzano, Anna; Brocca, Luca (ORCID: 0000-0002-9080-260X); Jagdhuber, Thomas; Wigneron, Jean-Pierre; Montzka, Carsten ORCID logo; Peng, Jian ORCID logo
Publisher PANGAEA
Publication Year 2024
Funding Reference European Space Agency https://doi.org/10.13039/501100000844 Crossref Funder ID 4000141141/23/I-EF https://4dhydro.eu/ Hyper-resolution Earth Observations And Land-surface Modeling For A Better Understanding Of The Water Cycle - 4DHydro; National Natural Science Foundation of China https://doi.org/10.13039/501100001809 Crossref Funder ID 42090014 ; Yunnan Provincial Department of Science and Technology https://doi.org/10.13039/501100008871 Crossref Funder ID 202401CF07016 Yunnan Fundamental Research Projects
Rights Creative Commons Attribution 4.0 International; Data access is restricted (moratorium, sensitive data, license constraints); https://creativecommons.org/licenses/by/4.0/
OpenAccess false
Representation
Resource Type Dataset
Format text/tab-separated-values
Size 14 data points
Discipline Earth System Research