DocumentCode
2413
Title
Near-Real-Time Availability of Ocean Heat Content Over the North Indian Ocean
Author
Chacko, Neethu ; Dutta, Dibyendu ; Ali, M.M. ; Sharma, Jaswant R. ; Dadhwal, Vinay K.
Author_Institution
Regional Remote Sensing Centre-East, NRSC/ISRO, Kolkata, India
Volume
12
Issue
5
fYear
2015
fDate
May-15
Firstpage
1033
Lastpage
1036
Abstract
Ocean heat content (OHC) is an important parameter in determining the heat flux in the ocean-atmosphere system, which can influence weather systems such as cyclones and monsoons. Hence, regular monitoring of OHC is required, which needs continuous subsurface temperature profiles. Due to the scarcity of in situ temperature profiles in space and time, remotely sensed sea surface temperature (SST) and sea surface height anomalies (SSHAs) are employed in the computation of OHC in the Indian Ocean. OHC derived from in situ temperature profiles from ARGO floats along with collocated SST, SSHA and OHC climatology during the period 2002-2012 are used to estimate OHC700 (heat content up to 700-m depth), using an artificial neural network model. The estimated OHC700 is validated and is found to be significantly correlated with the observed OHC700. Using this approach, OHC700 is being estimated daily on a near-real-time basis, and the products are available at http://bhuvan.nrsc.gov.in/data/download/index.php.
Keywords
climatology; neural nets; ocean temperature; oceanographic regions; remote sensing; AD 2002 to 2012; North Indian Ocean; artificial neural network model; climatology; heat flux; in situ temperature profiles; ocean heat content; ocean-atmosphere system; sea surface height anomalies; sea surface temperature; Artificial neural networks; Atmospheric modeling; Estimation; Heating; Ocean temperature; Sea surface; Artificial neural network; ocean heat content; sea surface height anomaly; sea surface temperature;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2014.2375196
Filename
7001245
Link To Document