

FOLLOWUS
1.Institute of Oceanography and Environment, Universiti Malaysia Terengganu, Kuala Nerus 21030, Malaysia
2.Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, Kuala Nerus 21030, Malaysia
nurhidayahroseli@umt.edu.my
Received:27 June 2022,
Accepted:15 October 2022,
Online First:07 February 2023,
Published:03 January 2024
Scan QR Code
MANSOR Ku Nor Afiza Asnida Ku,ROSELI Nur Hidayah,KOK Poh Heng,et al.Research Paper Identification of thermal front dynamics in the northern Malacca Strait using ROMS 3D-model[J].Journal of Oceanology and Limnology,2024,42(01):41-57.
MANSOR Ku Nor Afiza Asnida Ku,ROSELI Nur Hidayah,KOK Poh Heng,et al.Research Paper Identification of thermal front dynamics in the northern Malacca Strait using ROMS 3D-model[J].Journal of Oceanology and Limnology,2024,42(01):41-57. DOI: 10.1007/s00343-023-2263-x.
The thermal front in the oceanic system is believed to have a significant effect on biological activity. During an era of climate change
changes in heat regulation between the atmosphere and oceanic interior can alter the characteristics of this important feature. Using the simulation results of the 3D Regional Ocean Modelling System (ROMS)
we identified the location of thermal fronts and determined their dynamic variability in the area between the southern Andaman Sea and northern Malacca Strait. The Single Image Edge Detection (SIED) algorithm was used to detect the thermal front from model-derived temperature. Results show that a thermal front occurred every year from 2002 to 2012 with the temperature gradient at the location of the front was 0.3 °C/km. Compared to the years affected by El Niño and negative Indian Ocean Dipole (IOD)
the normal years (e.g.
May 2003) show the presence of the thermal front at every selected depth (10
25
50
and 75 m)
whereas El Niño and negative IOD during 2010 show the presence of the thermal front only at depth of 75 m due to greater warming
leading to the thermocline deepening and enhanced stratification. During May 2003
the thermal front was separated by cooler SST in the southern Andaman Sea and warmer SST in the northern Malacca Strait. The higher SST in the northern Malacca Strait was believed due to the besieged Malacca Strait
which trapped the heat and make it difficult to release while higher chlorophyll
a
in Malacca Strait is due to the freshwater conduit from nearby rivers (Klang
Langat
Perak
and Selangor). Furthermore
compared to the southern Andaman Sea
the chlorophyll
a
in the northern Malacca Strait is easier to reach the surface area due to the shallower thermocline
which allows nutrients in the area to reach the surface faster.
Acha E M , Mianzan H W , Guerrero R A et al . 2004 . Marine fronts at the continental shelves of austral South America: physical and ecological processes . Journal of Marine Systems , 44 ( 1-2 ): 83 - 105 , https://doi.org/10.1016/j.jmarsys.2003.09.005 https://doi.org/10.1016/j.jmarsys.2003.09.005 .
Ahmad A L , Syamsuddin M L , Purba N P et al . 2019 . Thermal front condition through El Niño and Indonesian throughflow phase in southern sea of East Java and Bali on the east monsoon . IOP Conference Series: Earth and Environmental Science , 303 : 012002 , https://doi.org/10.1088/1755-1315/303/1/012002 https://doi.org/10.1088/1755-1315/303/1/012002 .
Bardey P , Garnesson P , Moussu G et al . 1999 . Joint analysis of temperature and ocean colour satellite images for mesoscale activities in the Gulf of Biscay . International Journal of Remote Sensing , 20 ( 7 ): 1329 - 1341 , https://doi.org/10.1080/014311699212768 https://doi.org/10.1080/014311699212768 .
Bogazzi , E , Baldoni A , Rivas P et al . 2005 . Spatial correspondence between areas of concentration of Patagonian scallop (Zygochlamys patagonica) and frontal systems in the Southwestern Atlantic. Fisheries Oceanography , 14 : 359 - 376 , https://doi.org/10.1111/j.1365-2419.2005.00340.x https://doi.org/10.1111/j.1365-2419.2005.00340.x .
Budgell W P . 2005 . Numerical simulation of ice-ocean variability in the Barents Sea region , Ocean Dynamics , https://doi.org/10.1007/s10236-005-0008-3 https://doi.org/10.1007/s10236-005-0008-3 .
Belkin I M , Cornillon P C , Sherman K . 2009 . Fronts in large marine ecosystems . Progress in Oceanography , 81 ( 1-4 ): 223 - 236 , https://doi.org/10.1016/j.pocean.2009.04.015 https://doi.org/10.1016/j.pocean.2009.04.015 .
Canny J . 1986 . A computational approach to edge detection . IEEE Transactions on Pattern Analysis and Machine Intelligence , 8 ( 6 ): 679 - 698 , https://doi.org/10.1109/TPAMI.1986.4767851 https://doi.org/10.1109/TPAMI.1986.4767851 .
Cantin A , Beisner B E , Gunn J M et al . 2011 . Effects of thermocline deepening on lake plankton communities . Canadian Journal of Fisheries and Aquatic Sciences , 68 ( 2 ): 260 - 276 , https://doi.org/10.1139/F10-138 https://doi.org/10.1139/F10-138 .
Castelao R M , Wang Y T . 2014 . Wind-driven variability in sea surface temperature front distribution in the California Current System . Journal of Geophysical Research: Oceans , 119 ( 3 ): 1861 - 1875 , https://doi.org/10.1002/2013JC009531 https://doi.org/10.1002/2013JC009531 .
Cayula J F , Cornillon P , Holyer R , Peckinpaugh S . 1991 . Comparative study of two recent edge-detection algorithms designed to process sea-surface temperature felds. IEEE Trans. Geosci . Rem . Sens. , 29 ( 1 ): 175 - 177 , https://doi.org/10.1109/36.103308 https://doi.org/10.1109/36.103308
Cayula J F , Cornillon P . 1992 . Edge detection algorithm for SST images . Journal of Atmospheric and Oceanic Technology , 9 ( 1 ): 67 - 80 , https://doi.org/10.1175/1520-0426(1992)009<0067:EDAFSI>2.0.CO;2. https://doi.org/10.1175/1520-0426(1992)009<0067:EDAFSI>2.0.CO;2.
Cayula J F , Cornillon P . 1996 . Cloud detection from a sequence of SST images . Remote Sensing of Environment , 55 ( 1 ): 80 - 88 , https://doi.org/10.1016/0034-4257(95)00199-9 https://doi.org/10.1016/0034-4257(95)00199-9 .
Chapman D C . 1985 . Numerical treatment of cross-shelf open boundaries in a barotropic coastal ocean model . Journal of Physical Oceanography , 15 ( 8 ): 1060 - 1075 , https://doi.org/10.1175/1520-0485(1985)015<1060:NTOCSO>2.0.CO;2. https://doi.org/10.1175/1520-0485(1985)015<1060:NTOCSO>2.0.CO;2.
Daulay S R , Sari T E Y , Usman U et al . 2019 . Characteristics of thermal front in the tropical waters of Eastern Indian Ocean . Jurnal Perikanan Universitas Gadjah Mada , 21 ( 1 ): 25 - 29 , https://doi.org/10.22146/jfs.39724 https://doi.org/10.22146/jfs.39724 .
Davis K A , Banas N S , Giddings S N et al . 2014 . Estuary-enhanced upwelling of marine nutrients fuels coastal productivity in the U.S. Pacific Northwest . Journal of Geophysical Research: Oceans , 119 ( 12 ): 8778 - 8799 , https://doi.org/10.1002/2014JC010248 https://doi.org/10.1002/2014JC010248 .
Devresse Q , Becker K W , Bendinger A et al . 2022 . Eddy enhanced primary production accelerates bacterial growth in the 2 Eastern Tropical North Atlantic . Biogeosciences Discussion , https://doi.org/10.5194/bg-2022-49 https://doi.org/10.5194/bg-2022-49 .
Dinniman M S , Klinck J M , Smith W O . 2003 . Cross shelf exchange in a model of the Ross Sea circulation and biogeochemistry, Deep - Sea Res ., 2 : 50 , 3103 - 3120 . https://do 10.1016/j.dsr2.2003.07.011 http://dx.doi.org/10.1016/j.dsr2.2003.07.011
Di Lorenzo E . 2003 . Seasonal dynamics of the surface circulation in the southern California Current System, Deep - Sea Res ., 2 : 50 , 2371 - 2388 . https://do 10.1016/s0967-0645(03)00125-5 http://dx.doi.org/10.1016/s0967-0645(03)00125-5
Dunne R P , Brown B E , Phongsuwan N et al . 2021 . The Indian Ocean Dipole and El Niño Southern Oscillation as major drivers of coral cover on shallow reefs in the Andaman Sea . Glob. Chang. Biol. , 14 : 3312 - 3323 , https://doi.org/10.1111/gcb.15640 https://doi.org/10.1111/gcb.15640 .
Dwivedi R S , Sreenivas K , Ramana K V . 2005 . Cover: Land‐use/land‐cover change analysis in part of Ethiopia using Landsat Thematic Mapper data , International Journal of Remote Sensing , 26 ( 7 ): 1285 - 1287 , https://doi.org/10.1080/01431160512331337763 https://doi.org/10.1080/01431160512331337763 .
Eadie B J , McKee B A , Lansing M B et al . 1994 . Records of nutrient-enhanced coastal ocean productivity in sediments from the Louisiana Continental Shelf . Estuaries , 17 ( 4 ): 754 - 765 , https://doi.org/10.2307/1352745 https://doi.org/10.2307/1352745 .
Flather R A . 1976 . A tidal model of the northwest European continental shelf . Mémoires Société Royale des Sciences de Liège , 10 ( 6 ): 141 - 164 .
Flombaum P , Gallegos J L , Gordillo R A et al . 2013 . Present and future global distributions of the marine cyanobacteria Prochlorococcus and Synechococcus . Proceedings of the National Academy of Sciences of the United States of America , 111 ( 24 ): 9824 - 9829 , https://doi.org/10.1073/pnas.1307701110 https://doi.org/10.1073/pnas.1307701110 .
Haidvogel D B , Arango H , Budgell W P et al . 2008 . Ocean forecasting in terrain-following coordinates: formulation and skill assessment of the Regional Ocean Modeling System . Journal of Computational Physics , 227 ( 7 ): 3595 - 3624 , https://doi.org/10.1016/j.jcp.2007.06.016 https://doi.org/10.1016/j.jcp.2007.06.016
Hamzah R , Prayogo T , Harsanugraha W K . 2014 . Thermal front identification from Terra/Aqua Modis satellite data with single image edge detection method (Case Studies: northern and southern waters of Java Island) . Remote Sensing National Proceeding .
Hii Y S , Law A T , Shazili N A M et al . 2006 . The Straits of Malacca: hydrological parameters, biochemical oxygen demand and total suspended solids . Journal of Sustainability Science and Management , 1 ( 1 ): 1 - 14 .
Ilhamsyah Y , Koesmaryono Y , Hidayat R et al . 2018 . Climatological oceanic-driven upwelling in the Western North Sumatera Waters using INDESO (2008-2014) . IOP Conference Series: Earth and Environmental Science , 216 : 012008 , https://doi.org/10.1088/1755-1315/216/1/012008 https://doi.org/10.1088/1755-1315/216/1/012008 .
Irmasyithah N , Haditiar Y , Ikhwan M et al . 2019 . Thermocline studies using CMEMS data in the Andaman Sea during October 2017 . IOP Conference Series: Earth and Environmental Science , 348 : 012064 , https://doi.org/10.1088/1755-1315/348/1/012064 https://doi.org/10.1088/1755-1315/348/1/012064 .
Irwan Y M , Amelia A R , Irwanto M et al . 2015 . Potential of Solar Radiation and Ambient Temperature as an Alternative Energy in Perlis . In: Applied Mechanics and Materials , Trans Tech Publications , 793 : 323 - 327 , https://doi.org/10.4028/www.scientific.net/amm.793.323 https://doi.org/10.4028/www.scientific.net/amm.793.323
Isa N S , Akhir M F , Khalil I et al . 2020 . Seasonal characteristics of the sea surface temperature and sea surface currents of the Strait of Malacca and Andaman Sea . Journal of Sustainability Science and Management , 15 ( 4 ): 66 - 77 , https://doi.org/10.46754/jssm.2020.06.007 https://doi.org/10.46754/jssm.2020.06.007 .
Israeli M , Orszag S A . 1981 . Approximation of Radiation Boundary Conditions . Journal of Computational Physics , 135 : 115 - 135 . https://do 10.1016/0021-9991(81)90082-6 http://dx.doi.org/10.1016/0021-9991(81)90082-6
Jamshidi S , Bin Abu Bakar N . 2011 . A study on distribution of chlorophyll- a in the coastal waters of Anzali Port, south Caspian Sea . Ocean Sciences Discussions , 8 : 435 - 451 , https://doi.org/10.5194/osd-8-435-2011 https://doi.org/10.5194/osd-8-435-2011 .
Jatiandana A P , Nurdjaman S . 2020 . Identification of thermal front in Indonesian Waters during 2007-2017 . IOP Conference Series: Earth and Environmental Science , 618 : 012039 , https://doi.org/10.1088/1755-1315/618/1/012039 https://doi.org/10.1088/1755-1315/618/1/012039 .
Jaya I , Siregar V , Sondita M F . 1998 . Marine and coastal resources mapping for the Malacca Straits. International Maritime Organization , Quezon City, Philippines .
Kang J J , Min J O , Kim Y et al . 2021 . Vertical distribution of phytoplankton community and pigment production in the Yellow Sea and the East China Sea during the late summer season . Water , 13 ( 23 ): 3321 , https://doi.org/10.3390/w13233321 https://doi.org/10.3390/w13233321 .
Kang Y , Moon C H , Kim H J et al . 2021 . Water quality improvement shifts the dominant phytoplankton group from cryptophytes to diatoms in a coastal ecosystem . Front. Mar. Sci. , 8 , https://doi.org/10.3389/fmars.2021.710891 https://doi.org/10.3389/fmars.2021.710891 .
Kuhn A M , Dutkiewicz S , Jahn O et al . 2019 . Temporal and spatial scales of correlation in marine phytoplankton communities . Journal of Geophysical Research: Oceans , 124 ( 12 ): 9417 - 9438 , https://doi.org/10.1029/2019JC015331 https://doi.org/10.1029/2019JC015331 .
Kumar S P , Roshin R P , Narvekar J et al . 2009 . Response of the Arabian Sea to global warming and associated regional climate shift . Marine Environmental Research , 68 ( 5 ): 217 - 222 , https://doi.org/10.1016/j.marenvres.2009.06.010 https://doi.org/10.1016/j.marenvres.2009.06.010 .
Kunarso K , Hadi S , Ningsih N S . 2012 . Perubahan kedalaman & ketebalan termoklin pada variasi kejadian ENSO, IOD & monsun di perairan Selatan Jawa hingga Pulau Timor . Ilmu Kelautan : Indonesian Journal of Marine Sciences , 17 ( 2 ): 87 - 98 , https://doi.org/10.14710/ik.ijms.17.2.87-98 https://doi.org/10.14710/ik.ijms.17.2.87-98 .
Lévy M , Klein P , Treguier A M . 2001 . Impact of sub-mesoscale physics on production and subduction of phytoplankton in an oligotrophic regime . Journal of Marine Research , 59 ( 4 ): 535 - 565 , https://doi.org/10.1357/002224001762842181 https://doi.org/10.1357/002224001762842181 .
Lonin S A , Hernández J L , Palacios D M . 2010 . Atmospheric events disrupting coastal upwelling in the southwestern Caribbean . Journal of Geophysical Research , 115 ( C6 ): C06030 , https://doi.org/10.1029/2008JC005100 https://doi.org/10.1029/2008JC005100 .
Luu Q H , Tkalich P , Tay T W . 2014 . Sea level trend and variability around the Peninsular Malaysia . Ocean Science , 11 : 1519 - 1541 , https://doi.org/10.5194/osd-11-1519-2014 https://doi.org/10.5194/osd-11-1519-2014 .
Mahabror D , Zaky A R , Hidayat J J . 2017 . Analisis spasial dan temporal musim tangkap ikan dengan data penginderaan jauh dan vessel monitoring system di perairan kepulauan aru . In: Prosiding Seminar Nasional Kelautan dan Perikanan III . Universitas Trunojoyo Madura, Madura. p. 131 - 140 .
Mahadevan A , Archer D . 2000 . Modeling the impact of fronts and mesoscale circulation on the nutrient supply and biogeochemistry of the upper ocean . Journal of Geophysical Research: Oceans , 105 ( C1 ): 1209 - 1225 , https://doi.org/10.1029/1999JC900216 https://doi.org/10.1029/1999JC900216 .
Mahadevan A , Tandon A . 2006 . An analysis of mechanisms for submesoscale vertical motion at ocean fronts . Ocean Modelling , 14 ( 3-4 ): 241 - 256 , https://doi.org/10.1016/j.ocemod.2006.05.006 https://doi.org/10.1016/j.ocemod.2006.05.006 .
Marchesiello P , McWilliams J C , Shchepetkin A. 2003 . Equilibrium Structure and Dynamics of the California Current System . Journal of Physical Oceanography , 33 ( 4 ): 753 - 783 , https://doi.org/10.1175/1520-0485(2003)33<753:ESADOT>2.0.CO;2 https://doi.org/10.1175/1520-0485(2003)33<753:ESADOT>2.0.CO;2
Miller P . 2004 . Multi-spectral front maps for automatic detection of ocean colour features from SeaWiFS . International Journal of Remote Sensing , 25 ( 7-8 ): 1437 - 1442 , https://doi.org/10.1080/01431160310001592409 https://doi.org/10.1080/01431160310001592409 .
Miltiadou M , Papoutsa C , Karathanassi V et al . 2018 . Detection of marine fronts: a comparison between different approaches applied on the SST product derived from Sentinel-3 data, Proc. SPIE 10773 , Sixth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2018) , 1077305 6 August 2018 . https://doi.org/10.1117/12.2324126 https://doi.org/10.1117/12.2324126 .
Mohanty P C , Mahendra R S , Bisoyi H et al . 2013 . Assessment of the coral bleaching during 2005 to decipher the thermal stress in the coral environs of the Andaman Islands using remote sensing . European Journal of Remote Sensing , 46 ( 1 ): 417 - 430 , https://doi.org/10.5721/EuJRS20134624 https://doi.org/10.5721/EuJRS20134624 .
Mohanty P C , Mahendra R S , Nayak R K et al . 2017 . Persistence of productive surface thermal fronts in the northeast Arabian Sea . Regional Studies in Marine Science , 16 : 216 - 224 , https://doi.org/10.1016/j.rsma.2017.09.010 https://doi.org/10.1016/j.rsma.2017.09.010 .
Morán X A G , López-Urrutia Á , Calvo-Díaz A et al . 2010 . Increasing importance of small phytoplankton in a warmer ocean . Global Change Biology , 16 ( 3 ): 1137 - 1144 , https://doi.org/10.1111/j.1365-2486.2009.01960.x https://doi.org/10.1111/j.1365-2486.2009.01960.x .
Nayak S , Solanki H U , Dwivedi , R M . 2003 . Utilization of IRS P4 ocean colour data for potential fishing zone—a cost benefit analysis . Indian Journal of Marine Sciences , 32 ( 3 ): 244 - 248 .
Pang W C , Tkalich P . 2003 . Modeling tidal and monsoon driven currents in the Singapore Strait . Singapore Maritime & Port Journal , 151 - 162 .
Peliz A , Dubert J , Haidvogel D B et al . 2003 . Generation and unstable evolution of a density-driven Eastern Poleward Current: The Iberian Poleward Current , J. Geophys. Res. , 108 ( C8 ): 3268 , https://doi.org/10.1029/2002JC001443 https://doi.org/10.1029/2002JC001443 .
Park S , Chu P C . 2006 . Thermal and haline fronts in the Yellow/East China Seas: surface and subsurface seasonality comparison . Journal of Oceanography , 62 ( 5 ): 617 - 638 , https://doi.org/10.1007/s10872-006-0081-3 https://doi.org/10.1007/s10872-006-0081-3 .
Pitcher G C , Figueiras F G , Hickey B M et al . 2010 . The physical oceanography of upwelling systems and the development of harmful algal blooms . Progress in Oceanography , 85 ( 1-2 ): 5 - 32 , https://doi.org/10.1016/j.pocean.2010.02.002 https://doi.org/10.1016/j.pocean.2010.02.002 .
Rivas A L . 2006 . Quantitative estimation of the influence of surface thermal fronts over chlorophyll concentration at the Patagonian shelf . Journal of Marine Systems , 63 ( 3-4 ): 183 - 190 , https://doi.org/10.1016/j.jmarsys.2006.07.002 https://doi.org/10.1016/j.jmarsys.2006.07.002 .
Rizal S , Damm P , Wahid M A , et al . 2012 . General circulation in the Malacca Strait and Andaman Sea: A Numerical Model Study . American Journal of Environmental Science , 8 ( 5 ): 479 - 488 , https://doi.org/10.3844/ajessp.2012.479.488 https://doi.org/10.3844/ajessp.2012.479.488 .
Roxy M K , Modi A , Murtugudde R et al . 2016 . A reduction in marine primary productivity driven by rapid warming over the tropical Indian Ocean . Geophysical Research Letters , 43 ( 2 ): 826 - 833 , https://doi.org/10.1002/2015GL066979 https://doi.org/10.1002/2015GL066979 .
Saji N H , Goswami B N , Vinayachandran P N et al . 1999 . A dipole mode in the tropical Indian Ocean . Nature , 401 ( 6751 ): 360 - 363 , https://doi.org/10.1038/43854 https://doi.org/10.1038/43854 .
Sholva Y , Sitohang B , Wikantika K . 2013 . New approach to locate upwelling and thermal-front from satellite imagery data . Procedia Technology , 11 : 317 - 326 , https://doi.org/10.1016/j.protcy.2013.12.197 https://doi.org/10.1016/j.protcy.2013.12.197 .
Simpson J J . 1990 . On the accurate detection and enhancement of oceanic features observed in satellite data . Remote Sensing of Environment , 33 ( 1 ): 17 - 33 , https://doi.org/10.1016/0034-4257(90)90052-N https://doi.org/10.1016/0034-4257(90)90052-N .
Skirving W , Liu G , Strong A E et al . 2006 . Extreme events and perturbations of coastal ecosystems . In: Richardson L L, LeDrew E F eds. Remote Sensing of Aquatic Coastal Ecosystem Processes: Science and Management Applications . Springer, Dordrecht . p. 11 - 25 , https://doi.org/10.1007/1-4020-3968-9_2 https://doi.org/10.1007/1-4020-3968-9_2 .
Solanki H U , Dwivedi R M , Nayak S R . 2001 . Synergistic analysis of SeaWiFS chlorophyll concentration and NOAA-AVHRR SST features for exploring marine living resources . International Journal of Remote Sensing , 22 ( 18 ): 3877 - 3882 , https://doi.org/10.1080/01431160110069845 https://doi.org/10.1080/01431160110069845 .
Solanki H U , Dwivedi R M , Nayak S R et al . 2003 . Fishery forecast using OCM chlorophyll concentration and AVHRR SST: validation results off Gujarat coast, India . International Journal of Remote Sensing , 24 ( 18 ): 3691 - 3699 , https://doi.org/10.1080/0143116031000117029 https://doi.org/10.1080/0143116031000117029 .
Solanki H U , Mankodi P C , Nayak S R et al . 2005 . Evaluation of remote-sensing-based potential fishing zones (PFZs) forecast methodology . Continental Shelf Research , 25 : 2163 - 2173 , https://doi.org/10.1016/j.csr.2005.08.025 https://doi.org/10.1016/j.csr.2005.08.025 .
Sprintall J , Potemra J T , Hautala S L et al . 2003 . Temperature and salinity variability in the exit passages of the Indonesian Throughflow . Deep Sea Research Part II: Topical Studies in Oceanography , 50 ( 12-13 ): 2183 - 2204 , https://doi.org/10.1016/S0967-0645(03)00052-3 https://doi.org/10.1016/S0967-0645(03)00052-3 .
Stretta J M . 1991 . Forecasting models for tuna fishery with aerospatial remote sensing . International Journal of Remote Sensing , 12 : 771 - 779 . https://do 10.1080/01431169108929693 http://dx.doi.org/10.1080/01431169108929693
Strong A E , Liu G , Meyer J et al . 2004 . Coral reef watch 2002 . Bulletin of Marine Science , 75 ( 2 ): 259 - 268 , http://bullmarsci.org/ http://bullmarsci.org/ .
Subramanian S , Sreekanth G B , Manjulekshmi N et al . 2014 . A Manual on the Use of Potential Fishing Zone (PFZ) Forecast . Technical Bulletin No . 40 , ICAR Research Complex for Goa, Goa, India , https://doi.org/10.13140/2.1.5169.0565 https://doi.org/10.13140/2.1.5169.0565 .
Taylor J R , Ferrari R . 2011 . Ocean fronts trigger high latitude phytoplankton blooms . Geophysical Research Letters , 38 ( 23 ): L23601 , https://doi.org/10.1029/2011GL049312 https://doi.org/10.1029/2011GL049312 .
Thia-Eng C , Ross S A , Yu H M . 1997 . Malacca Straits Environmental Profile. MPP-EAS Technical Report 10, GEF/UNDP/IMO Regional Programme for the Prevention and Management for Marine Pollution in the East Asian Seas, Quezon City, Philippines .
Traykovski L V M , Sosik H M . 2003 . Feature-based classification of optical water types in the Northwest Atlantic based on satellite ocean color data . Journal of Geophysical Research , 108 ( C5 ): 3150 , https://doi.org/10.1029/2001JC001172 https://doi.org/10.1029/2001JC001172 .
Ullman D S , Cornillon P C . 2000 . Evaluation of front detection methods for satellite-derived SST data using in situ observations . Journal of Atmospheric and Oceanic Technology , 17 ( 12 ): 1667 - 1675 , https://doi.org/10.1175/1520-0426(2000)017<1667:EOFDMF>2.0.CO;2. https://doi.org/10.1175/1520-0426(2000)017<1667:EOFDMF>2.0.CO;2.
Warner J C , Sherwood C R , Arango H G et al . 2005a . Performance of four Turbulence Closure Methods Implemented using a Generic Length Scale Method . Ocean Modelling , 8 : 81 - 113 .
Warner J C , Geyer W R , Lerczak J A . 2005b . Numerical modeling of an estuary: A comprehensive skill assessment , J. Geophys. Res. , 110 , C05001 , https://doi.org/10.1029/2004JC002691 https://doi.org/10.1029/2004JC002691 .
Wilkin J L , Arango H G , Haidvogel D B et al . 2005 . A regional Ocean Modeling System for the Long-term Ecosystem Observatory . J. Geophys. Res. , 110 : C06 S 91 , https://doi.org/10.1029/2003JC002218 https://doi.org/10.1029/2003JC002218 .
Xie S P , Hafner J , Tanimoto Y et al . 2002 . Bathymetric effect on the winter sea surface temperature and climate of the Yellow and East China Seas . Geophysical Research Letters , 29 ( 24 ): 2228 , https://doi.org/10.1029/2002GL015884 https://doi.org/10.1029/2002GL015884 .
0
Views
10
Downloads
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621