메뉴 건너뛰기




Volumn 160, Issue , 2015, Pages 63-71

Estimation of subsurface temperature anomaly in the Indian Ocean during recent global surface warming hiatus from satellite measurements: A support vector machine approach

Author keywords

Global warming hiatus; Satellite measurements; Subsurface temperature anomaly; Support vector machine; The Indian Ocean

Indexed keywords

ARTIFICIAL INTELLIGENCE; ATMOSPHERIC TEMPERATURE; CLIMATE CHANGE; GLOBAL WARMING; LEARNING SYSTEMS; OCEANOGRAPHY; REMOTE SENSING; SATELLITES; SUPPORT VECTOR MACHINES; SURFACE WATERS; VECTORS;

EID: 85027931331     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.01.001     Document Type: Article
Times cited : (96)

References (32)
  • 1
    • 11844304934 scopus 로고    scopus 로고
    • Estimation of ocean subsurface thermal structure from surface parameters: A neural network approach
    • L20308
    • Ali M.M., Swain D., Weller R.A. Estimation of ocean subsurface thermal structure from surface parameters: A neural network approach. Geophysical Research Letters 2004, 31. L20308. 10.1029/2004GL021192.
    • (2004) Geophysical Research Letters , vol.31
    • Ali, M.M.1    Swain, D.2    Weller, R.A.3
  • 2
    • 84879078614 scopus 로고    scopus 로고
    • Distinctive climate signals in reanalysis of global ocean heat content
    • Balmaseda M.A., Trenberth K.E., Källén E. Distinctive climate signals in reanalysis of global ocean heat content. Geophysical Research Letters 2013, 40:1754-1759. 10.1002/grl.50382.
    • (2013) Geophysical Research Letters , vol.40 , pp. 1754-1759
    • Balmaseda, M.A.1    Trenberth, K.E.2    Källén, E.3
  • 4
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J.C. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 1998, 2(2):121-167.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 6
    • 84906681638 scopus 로고    scopus 로고
    • Varying planetary heat sink led to global-warming slowdown and acceleration
    • Chen X., Tung K.K. Varying planetary heat sink led to global-warming slowdown and acceleration. Science 2014, 345:897-903.
    • (2014) Science , vol.345 , pp. 897-903
    • Chen, X.1    Tung, K.K.2
  • 7
  • 8
    • 0035888548 scopus 로고    scopus 로고
    • Transition regions and their role in the relationship between sea surface height and subsurface temperature structure in the Atlantic Ocean
    • Dennis A.M., Molinari R.L., Baringer M.O., Goni G.J. Transition regions and their role in the relationship between sea surface height and subsurface temperature structure in the Atlantic Ocean. Geophysical Research Letters 2001, 28(20):3943-3946. 10.1029/2001GL013331.
    • (2001) Geophysical Research Letters , vol.28 , Issue.20 , pp. 3943-3946
    • Dennis, A.M.1    Molinari, R.L.2    Baringer, M.O.3    Goni, G.J.4
  • 10
    • 0023754461 scopus 로고
    • Surface manifestations of subsurface thermal structure in the California Current
    • Fiedler P.C. Surface manifestations of subsurface thermal structure in the California Current. Journal of Geophysical Research 1988, 93(C5):4975-4983. 10.1029/JC093iC05p04975.
    • (1988) Journal of Geophysical Research , vol.93 , Issue.C5 , pp. 4975-4983
    • Fiedler, P.C.1
  • 11
    • 0034353320 scopus 로고    scopus 로고
    • Multivariate projection of ocean surface data onto subsurface sections
    • Fischer M. Multivariate projection of ocean surface data onto subsurface sections. Geophysical Research Letters 2000, 27(6):755-757. 10.1029/1999GL010451.
    • (2000) Geophysical Research Letters , vol.27 , Issue.6 , pp. 755-757
    • Fischer, M.1
  • 14
    • 84867445439 scopus 로고    scopus 로고
    • High resolution 3-D temperature and salinity fields derived from in situ and satellite observations
    • Guinehut S., Dhomps A.-L., Larnicol G., Le Traon P.-Y. High resolution 3-D temperature and salinity fields derived from in situ and satellite observations. Ocean Science 2012, 8:845-857.
    • (2012) Ocean Science , vol.8 , pp. 845-857
    • Guinehut, S.1    Dhomps, A.-L.2    Larnicol, G.3    Le Traon, P.-Y.4
  • 15
    • 33745811928 scopus 로고    scopus 로고
    • What can we learn from Global Altimetry/Hydrography comparisons?
    • L10604
    • Guinehut S., Le Traon P.-Y., Larnicol G. What can we learn from Global Altimetry/Hydrography comparisons?. Geophysical Research Letters 2006, 33. L10604. 10.1029/2005GL025551.
    • (2006) Geophysical Research Letters , vol.33
    • Guinehut, S.1    Le Traon, P.-Y.2    Larnicol, G.3
  • 16
    • 1842687832 scopus 로고    scopus 로고
    • Combining Argo and remote-sensing data to estimate the ocean three dimensional temperature fields-A first approach based on simulated observations
    • Guinehut S., Le Traon P.-Y., Larnicol G., Philipps S. Combining Argo and remote-sensing data to estimate the ocean three dimensional temperature fields-A first approach based on simulated observations. Journal of Marine Systems 2004, 46:85-98.
    • (2004) Journal of Marine Systems , vol.46 , pp. 85-98
    • Guinehut, S.1    Le Traon, P.-Y.2    Larnicol, G.3    Philipps, S.4
  • 19
    • 0020942809 scopus 로고
    • Potential oceanographic applications of satellite altimetery for inferring subsurface thermal structure
    • Khedouri E., Szczechowski C., Cheney R.E. Potential oceanographic applications of satellite altimetery for inferring subsurface thermal structure. Oceans 1983, 15:274-280.
    • (1983) Oceans , vol.15 , pp. 274-280
    • Khedouri, E.1    Szczechowski, C.2    Cheney, R.E.3
  • 20
    • 84896737100 scopus 로고    scopus 로고
    • Subsurface and deeper ocean remote sensing from satellites: An overview and new results
    • Klemas V., Yan X.-H. Subsurface and deeper ocean remote sensing from satellites: An overview and new results. Progress in Oceanography 2014, 122:1-9.
    • (2014) Progress in Oceanography , vol.122 , pp. 1-9
    • Klemas, V.1    Yan, X.-H.2
  • 22
    • 79958762054 scopus 로고    scopus 로고
    • Estimating the four-dimensional structure of the southern ocean using satellite altimetry
    • Meijers A.J.S., Bindoff N.L., Rintoul S.R. Estimating the four-dimensional structure of the southern ocean using satellite altimetry. Journal of Atmospheric and Oceanic Technology 2011, 28:548-568. 10.1175/2010JTECHO790.1.
    • (2011) Journal of Atmospheric and Oceanic Technology , vol.28 , pp. 548-568
    • Meijers, A.J.S.1    Bindoff, N.L.2    Rintoul, S.R.3
  • 23
    • 66149163820 scopus 로고    scopus 로고
    • Indian Ocean circulation and climate variability
    • (RG1002)
    • Schott F.A., Xie S.-P., McCreary J.P. Indian Ocean circulation and climate variability. Reviews of Geophysics 2009, 47. (RG1002). 10.1029/2007RG000245.
    • (2009) Reviews of Geophysics , vol.47
    • Schott, F.A.1    Xie, S.-P.2    McCreary, J.P.3
  • 24
    • 79951841827 scopus 로고    scopus 로고
    • Deep ocean warming assessed from altimeters, gravity recovery and climate experiment, in situ measurements, and a non-Boussinesq ocean general circulation model
    • (C02020)
    • Song Y.T., Colberg F. Deep ocean warming assessed from altimeters, gravity recovery and climate experiment, in situ measurements, and a non-Boussinesq ocean general circulation model. Journal of Geophysical Research 2011, 116. (C02020). 10.1029/2010JC006601.
    • (2011) Journal of Geophysical Research , vol.116
    • Song, Y.T.1    Colberg, F.2
  • 25
    • 77953599270 scopus 로고    scopus 로고
    • An altimetry-based gravest empirical mode south of Africa: 1. Development and validation
    • C03002
    • Swart S., Speich S., Ansorge I.J., Lutjeharms J.R.E. An altimetry-based gravest empirical mode south of Africa: 1. Development and validation. Journal of Geophysical Research 2010, 115. C03002. 10.1029/2009JC005299.
    • (2010) Journal of Geophysical Research , vol.115
    • Swart, S.1    Speich, S.2    Ansorge, I.J.3    Lutjeharms, J.R.E.4
  • 30
    • 0346264700 scopus 로고    scopus 로고
    • Combining altimetric height with broadscale profile data to estimate steric height, heat storage, subsurface temperature, and sea-surface temperature variability
    • Willis J.K., Roemmich D., Cornuelle B. Combining altimetric height with broadscale profile data to estimate steric height, heat storage, subsurface temperature, and sea-surface temperature variability. Journal of Geophysical Research 2003, 108(C9):3292. 10.1029/2002JC001755.
    • (2003) Journal of Geophysical Research , vol.108 , Issue.C9 , pp. 3292
    • Willis, J.K.1    Roemmich, D.2    Cornuelle, B.3
  • 31
    • 28844505776 scopus 로고    scopus 로고
    • Global climatological relationships between satellite biological and physical observations and upper ocean properties
    • C10001
    • Wilson C., Coles V.J. Global climatological relationships between satellite biological and physical observations and upper ocean properties. Journal of Geophysical Research 2005, 110. C10001. 10.1029/2004JC002724.
    • (2005) Journal of Geophysical Research , vol.110
    • Wilson, C.1    Coles, V.J.2
  • 32
    • 84871882054 scopus 로고    scopus 로고
    • Estimation of subsurface temperature anomaly in the North Atlantic using a self-organizing map neural network
    • Wu X., Yan X.-H., Jo Y.-H., Liu W.T. Estimation of subsurface temperature anomaly in the North Atlantic using a self-organizing map neural network. Journal of Atmospheric and Oceanic Technology 2012, 10.1175/JTECH-D-12-00013.1.
    • (2012) Journal of Atmospheric and Oceanic Technology
    • Wu, X.1    Yan, X.-H.2    Jo, Y.-H.3    Liu, W.T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.