Potential of a two-component polarimetric decomposition at C-band for soil moisture retrieval over agricultural fields
Sign Up to like & getrecommendations! Published in 2018 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2018.08.003
Abstract: Abstract This study proposes a two-component (surface and volume) C-band polarimetric decomposition to retrieve soil moisture over agricultural fields covered by different crop types. RADARSAT-2 data analysis shows that vegetation attenuation on the surface scattering… read more here.
Keywords: polarimetric decomposition; band; scattering component; soil ... See more keywords
Retrieving Soil Moisture Over Soybean Fields During Growing Season Through Polarimetric Decomposition
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2020.3041828
Abstract: Soil moisture (Mv) estimation and monitoring over agricultural areas using Synthetic Aperture Radar (SAR) are often affected by vegetation cover during the growing season. Volume scattering and vegetation attenuation can complicate the received SAR backscatter… read more here.
Keywords: polarimetric decomposition; soil; vegetation; soil moisture ... See more keywords
PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3228791
Abstract: Model-based polarimetric target decomposition (TD) generally solves scattering components and parameters under a preset decomposition base; then, decomposition features are also obtained. However, a preset base could not be adjusted according to different scenes. Furthermore,… read more here.
Keywords: decomposition base; feature; decomposition; model ... See more keywords
Exploring Fine Polarimetric Decomposition Technique for Built-Up Area Monitoring
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3257773
Abstract: Highly variable polarimetric signatures caused by complex structures in built-up areas make interpretation of these scattering behaviors intractable for polarimetric synthetic aperture radar (PolSAR) remote sensing. This article proposes a fine polarimetric decomposition method and… read more here.
Keywords: fine polarimetric; area monitoring; decomposition; polarimetric decomposition ... See more keywords