3 October 2017 Application of Sentinel-1 VH and VV and Sentinel-2 for soil moisture studies
Author Affiliations +
Abstract
The results of application of microwave and optical satellite data for soil moisture (SM) assessment are presented. The research has been carried out from 2015 to 2016 at Biebrza Wetlands test site located in North-East Poland, designated by Ramsar Convention as Wetlands of International Importance. A regression models based on Sentinel-1 backscattering coefficients (σ°) have been developed to generate the soil moisture (SM) maps over Biebrza Wetlands. The optical data from Sentinel-2 have been used for the classification of wetlands vegetation habitats to improve SM predictions. The wetland vegetation differed, there were reeds, sedge-moss, sedges, grass-herbs, and grass. The majority of the changes occurred in moist habitats, while anthropogenic appeared more stable during study period. The observed changes were referred to moving/grazing changes and weather effects causing droughts/floods. SM differed from 30% during the drought season in 2015 to 95% in the wet season in 2016. It has been examined the impact of biomass and SM on microwave signal under changing soil moisture and vegetation growth conditions. Vegetation biomass has been characterized by measured in-situ LAI and by vegetation indices calculated from Sentinel-2, Terra MODIS data. The impact of SM and LAI on σ° calculated from Sentinel-1 data showed that LAI dominates the influence on σ° when SM is low. The analysis have been done to estimate the threshold of the SM values which dominate the backscatter. This study demonstrates the capability of Sentinel-1/2 data to estimate SM, offering an important advantage for wetlands monitoring.
© (2017) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Katarzyna Dabrowska-Zielinska, Katarzyna Dabrowska-Zielinska, Maria Budzynska, Maria Budzynska, Radoslaw Gurdak, Radoslaw Gurdak, Jan Musial, Jan Musial, Alicja Malinska, Alicja Malinska, Martyna Gatkowska, Martyna Gatkowska, Maciej Bartold, Maciej Bartold, } "Application of Sentinel-1 VH and VV and Sentinel-2 for soil moisture studies", Proc. SPIE 10426, Active and Passive Microwave Remote Sensing for Environmental Monitoring, 104260C (3 October 2017); doi: 10.1117/12.2278613; https://doi.org/10.1117/12.2278613
PROCEEDINGS
12 PAGES


SHARE
Back to Top