Near-Real-Time Availability of Ocean Heat Content Over the North Indian Ocean
作者： Neethu Chacko , Dibyendu Dutta , M. M. Ali , Jaswant R. Sharma , Vinay K. Dadhwal
DOI: 10.1109/LGRS.2014.2375196
关键词:
摘要: Ocean heat content (OHC) is an important parameter in determining the flux ocean–atmosphere system, which can influence weather systems such as cyclones and monsoons. Hence, regular monitoring of OHC required, needs continuous subsurface temperature profiles. Due to scarcity situ profiles space time, remotely sensed sea surface (SST) height anomalies (SSHAs) are employed computation Indian Ocean. derived from ARGO floats along with collocated SST, SSHA climatology during period 2002–2012 used estimate $\text{OHC}_{700} $ (heat up 700-m depth), using artificial neural network model. The estimated validated found be significantly correlated observed $\text{OHC}_{700}$ . Using this approach, being daily on a near-real-time basis, products available at http://bhuvan.nrsc.gov.in/data/download/index.php
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sci-hub.se 参考文章(17)
Quanhua Liu, Clemens Simmer, Eberhard Ruprecht, Estimating Longwave Net Radiation at Sea Surface from the Special Sensor Microwave/Imager (SSM/I) Journal of Applied Meteorology. ,vol. 36, pp. 919- 930 ,(1997) , 10.1175/1520-0450(1997)036<0919:ELNRAS>2.0.CO;2
Matthew D. Palmer, Douglas J. McNeall, Nick J. Dunstone, Importance of the deep ocean for estimating decadal changes in Earth's radiation balance Geophysical Research Letters. ,vol. 38, ,(2011) , 10.1029/2011GL047835
Gustavo Goni, Mark DeMaria, John Knaff, Charles Sampson, Isaac Ginis, Francis Bringas, Alberto Mavume, Chris Lauer, I-I Lin, MM Ali, Paul Sandery, Silvana Ramos-Buarque, KiRyong Kang, Avichal Mehra, Eric Chassignet, George Halliwell, None, Applications of Satellite-Derived Ocean Measurements to Tropical Cyclone Intensity Forecasting Oceanography. ,vol. 22, pp. 190- 197 ,(2009) , 10.5670/OCEANOG.2009.78
D. Swain, M. M. Ali, R. A. Weller, Estimation of mixed-layer depth from surface parameters Journal of Marine Research. ,vol. 64, pp. 745- 758 ,(2006) , 10.1357/002224006779367285
Hendrik L. Tolman, Vladimir M. Krasnopolsky, Dmitry V. Chalikov, Neural network approximations for nonlinear interactions in wind wave spectra: direct mapping for wind seas in deep water Ocean Modelling. ,vol. 8, pp. 253- 278 ,(2005) , 10.1016/J.OCEMOD.2003.12.008
I.-I. Lin, Gustavo J. Goni, John A. Knaff, Cristina Forbes, M. M. Ali, Ocean heat content for tropical cyclone intensity forecasting and its impact on storm surge Natural Hazards. ,vol. 66, pp. 1481- 1500 ,(2013) , 10.1007/S11069-012-0214-5
Sarika Jain, M. M. Ali, P. N. Sen, Estimation of sonic layer depth from surface parameters Geophysical Research Letters. ,vol. 34, ,(2007) , 10.1029/2007GL030577
M. M. Ali, P. S. V. Jagadeesh, I.-I. Lin, Je-Yuan Hsu, A Neural Network Approach to Estimate Tropical Cyclone Heat Potential in the Indian Ocean IEEE Geoscience and Remote Sensing Letters. ,vol. 9, pp. 1114- 1117 ,(2012) , 10.1109/LGRS.2012.2190491
Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Dmitry V. Chalikov, New Approach to Calculation of Atmospheric Model Physics: Accurate and Fast Neural Network Emulation of Longwave Radiation in a Climate Model Monthly Weather Review. ,vol. 133, pp. 1370- 1383 ,(2005) , 10.1175/MWR2923.1
Josh K Willis, Dean Roemmich, Bruce Cornuelle, Interannual variability in upper ocean heat content, temperature, and thermosteric expansion on global scales Journal of Geophysical Research. ,vol. 109, ,(2004) , 10.1029/2003JC002260