학술논문

Comparing soil moisture retrievals from SMOS, ASCAT and AMSR-E over the Pampas plains
Document Type
Conference
Source
2014 IEEE Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International. :3303-3306 Jul, 2014
Subject
Geoscience
Soil moisture
Time series analysis
Correlation
Microwave theory and techniques
Optical sensors
Remote sensing
Error analysis
soil moisture
microwave satellite
Language
ISSN
2153-6996
2153-7003
Abstract
Currently, there are several satellite systems of coarse spatial resolution that observe the Earth in the microwave region of the electromagnetic spectrum. They provide operational soil moisture products, among them AMSR-E/LPRM, ASCAT, SMOS. This work aims at answering the following questions: 1) are these products comparable?, 2) how does one evaluate their quality and if they are realistic in view of the lack of in situ data at their spatial scale? To answer these questions, we have analyzed time series of the soil moisture product for the different systems mentioned above. Two types of analysis were performed: a) analysis of spatial anomalies and their correlations, b) analysis of temporal anomalies and application of the Triple Collocation method for error estimation. Land cover maps, precipitation data and NDVI time series were used as ancillary information.