Improved SMAP soil moisture retrieval using a deep neural network-based replacement of radiative transfer and roughness model

J Lee, J Im, B Son, EG Cosio… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The L-band (1.4 GHz) brightness temperature (TB) is interpreted by the zeroth-order
approximation of the radiation transfer model, known as the-model. The soil moisture active …

Disaster prediction, monitoring, and response using remote sensing and GIS

J Kim, D Kim, HG Sohn, J Choi, J Im - Korean Journal of Remote …, 2022 - koreascience.kr
As remote sensing and GIS have been considered to be essential technologies for disasters
information production, researches on developing methods for analyzing spatial data, and …