Title :
A global passive microwave based wetness index for the monitoring of soil moisture and inundation
Author :
Temimi, Marouane ; Lacava, Teodosio ; Coviello, Irina ; Faruolo, Mariapia ; Khanbilvardi, Reza ; Pergola, Nicola ; Tramutoli, Valerio ; Wang, Donna
Author_Institution :
NOAA/CREST, New York, NY, USA
Abstract :
The objective of study is to implement an automated microwave based index to detect and monitor extreme soil wetness and flooding conditions on global scale. The proposed index is based on the Polarization Ratio (PR) that is determined from brightness temperature measures from the AMSR-E sensor. The Robust Satellite Technique (RST) is then applied to the PR to determine a Polarization Ratio Variational Index (PRVI) which is sensitive to extreme hydrological conditions in term of wetness but also drought conditions. The PRVI was determined at different frequencies ranging from the 37 GHz to the 6.9 GHz. The index was tested during extreme flooding events in Asia and Europe as well as in Northern America. The index was implemented globally using observation from passive microwave instruments. The analysis of the results on global scale shows that the index was sensitive to extreme hydrological event and that false alarms were mostly issued over northern snow covered regions only. This implies that the proposed index can be used to assess and delineate flooding conditions.
Keywords :
floods; hydrological techniques; snow; soil; AMSR-E sensor; Asia; Europe; Northern America; automated microwave based index; brightness temperature measures; drought conditions; extreme hydrological conditions; extreme hydrological event; extreme soil wetness; false alarms; flooding conditions; flooding events; global passive microwave based wetness index; global scale; inundation; northern snow covered regions; passive microwave instruments; polarization ratio variational index; robust satellite technique; soil moisture; Floods; Indexes; Microwave imaging; Microwave theory and techniques; Monitoring; Satellites; Soil moisture; PRVI; Passive microwave; inundation;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351504