학술논문

Freeze–Thaw Detection Over High-Latitude Regions by Means of GNSS-R Data
Document Type
Periodical
Source
IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-13 2022
Subject
Geoscience
Signal Processing and Analysis
Soil measurements
Reflectivity
Monitoring
Global navigation satellite system
Sensors
Vegetation mapping
Spatial resolution
Climate change
Bistatic radar
freeze/thaw
Global Navigation Satellite System (GNSS) reflectometry
reflectivity
Soil Moisture and Ocean Salinity (SMOS) data
TechDemoSat-1 (TDS-1) mission
Language
ISSN
0196-2892
1558-0644
Abstract
Monitoring freeze/thaw variations of the Earth surfaces is of paramount importance for the study of biogeochemical processes and climate change. At present, the use of passive sensors is well established, but, very recently, some studies demonstrated the potentialities of observations exploiting signals of opportunity. We propose here an advanced study to demonstrate the capability of spaceborne Global Navigation Satellite System Reflectometry (GNSS-R) to provide accurate and systematic information about the Earth-surface freeze/thaw state. Reflectivity values derived from TechDemoSat-1 (TDS-1) data are elaborated and compared against the Soil Moisture and Ocean Salinity (SMOS) freeze/thaw product, while state-of-the-art land cover data are used to select GNSS-R data within an estimated footprint. In spite of the limited data availability due to sparse spatial coverage and calibration issues of TDS-1 observations, the proposed analysis demonstrates the possibility of monitoring the freeze/thaw state by analyzing the calibrated reflectivity, including also the possibility of detecting the transition state between frozen and thawed conditions across seasonal variations. This feature makes the design of next-generation GNSS-R satellite missions a unique opportunity to achieve high-resolution freeze/thaw monitoring with small and low-cost platforms.