Abstract
Coastal upwelling is significant for marine ecosystems by lifting nutrient-rich deep waters into the euphotic zone, thereby increasing primary and secondary productivity. The satellite observations show that the northern Arafura Sea (NAS), especially in the coastal region, features high chlorophyll-a (chl-a) concentrations, implying a strong coastal upwelling. However, coastal upwelling in the NAS has not received much attention. Based on a semi-automatic image processing technology, the seasonal and interannual variability of coastal upwelling in the NAS are investigated in this study using satellite-observed sea surface temperature (SST) and wind data. The results suggest that there are seasonal coastal upwelling events in the NAS modulated by upwelling-favorable southeast monsoon. The annual mean days, mean area, and annual mean intensity of coastal upwelling events during the southeast monsoon (SEM) season are 92 days, 6 514 km2, and −5.31×105, respectively, while the corresponding values during the northwest monsoon (NWM) season are 32 days, 5 569 km2, and −1.41×105. It is also found that the SEM coastal upwelling in the NAS displays prominent interannual variability. The strong upwelling events are found in 2010, 2013, 2016, and 2017 when the southeast monsoon winds were weaker. Further analysis suggests that at the interannual scale, the upwelling index (UI) averaged in the SEM season is negatively correlated with that of three upwelling indicators. This can be attributed to the limitation of onshore geostrophic flow which is evidenced by the negative correlation between the UI and the alongshore difference in sea surface height. This study highlights the important role of the southeast monsoon in the temporal variability of coastal upwelling in the NAS.
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Data Availability Statement
The data sets for this study are publicly available and distributed by the Copernicus Marine Environment Monitoring Service (CMEMS, https://resources.marine.copernicus.eu). The OSTIA SST data are available at https://data.marine.copernicus.eu/product/SST_GLO_SST_L4_REP_OBSERVATIONS_010_011/. The GOCPMY chl-a data are from https://data.marine.copernicus.eu/product/OCEANCOLOUR_GLO_BGC_L4_MY_009_108/. The IFREMER CERSAT wind data are available at https://data.marine.copernicus.eu/product/WIND_GLO_WIND_L4_REP_OBSERVATIONS_012_006/. The AVISO SSH data are available at https://data.marine.copernicus.eu/product/SEALEVEL_GLO_PHY_L4_MY_008_047/services.
References
Alvarez I, Gomez-Gesteira M, deCastro M et al. 2011. Comparative analysis of upwelling influence between the western and northern coast of the Iberian Peninsula. Continental Shelf Research, 31(5): 388–399, https://doi.org/10.1016/j.csr.2010.07.009.
Atmadipoera A S, Almatin A A, Zuraida R et al. 2020. Seasonal upwelling in the northern Arafura sea from multi-datasets in 2017. Pertanika Journal of Science & Technology, 28(4): 1487–1515, https://doi.org/10.47836/pjst.28.4.19.
Atmadipoera A S, Khairunnisa Z, Kusuma D W. 2018. Upwelling characteristics during El Nino 2015 in Maluku Sea. IOP Conference Series: Earth and Environmental Science, 176: 012018, https://doi.org/10.1088/1755-1315/176/1/012018.
Atmadipoera A S, Widyastuti P. 2015. A numerical modeling study on upwelling mechanism in southern Makassar Strait. Jurnal Ilmu Dan Teknologi Kelautan Tropis, 6(2): 355–371, https://doi.org/10.28930/jitkt.v6i2.9012.
Bakun A. 1973. Coastal Upwelling Indices, West Coast of North America, 1946–71. U.S. Department of COMMERCE, National Oceanic, Atmospheric Administration National Marine Fisheries Service, p.1–13.
Cai Z Y, Gan J P, Liu Z Q et al. 2020. Progress on the formation dynamics of the layered circulation in the South China Sea. Progress in Oceanography, 181: 102246, https://doi.org/10.1016/j.pocean.2019.102246.
Castelao R M, Barth J A. 2006. Upwelling around Cabo Frio, Brazil: the importance of wind stress curl. Geophysical Research Letters, 33(3): L03602, https://doi.org/10.1029/2005GL025182.
Condie S A. 1995. Interactions between western boundary currents and shelf waters: a mechanism for coastal upwelling. Journal of Geophysical Research, 100(C12): 24811–24818, https://doi.org/10.1029/95JC02752.
Condie S A. 2011. Modeling seasonal circulation, upwelling and tidal mixing in the Arafura and Timor Seas. Continental Shelf Research, 31(14): 1427–1436, https://doi.org/10.1016/j.csr.2011.06.005.
Desbiolles F, Bentamy A, Blanke B et al. 2017. Two decades [1992-2012] of surface wind analyses based on satellite scatterometer observations. Journal of Marine Systems, 168: 38–56, https://doi.org/10.1016/jomarsys.2017.01.003.
Feng M, Zhang N N, Liu Q Y et al. 2018. The Indonesian throughflow, its variability and centennial change. Geoscience Letters, 5(1): 3, https://doi.org/10.1186/s40562-018-0102-2.
Gan J P, Cheung A, Guo X G et al. 2009. Intensified upwelling over a widened shelf in the northeastern South China Sea. Journal of Geophysical Research, 114(C9): C09019, https://doi.org/10.1029/2007JC004660.
Gan J P, Lu Z M, Dai M H et al. 2010. Biological response to intensified upwelling and to a river plume in the northeastern South China Sea: a modeling study. Journal of Geophysical Research, 115(C9): C09001, https://doi.org/10.1029/2009JC005569.
Gibbs M T, Middleton J H, Marchesiello P. 1998. Baroclinic response of Sydney shelf waters to local wind and deep ocean forcing. Journal of Physical Oceanography, 28(2): 178–190, https://doi.org/10.1175/1520-0485(1998)028<0178:BROSSW>2.0.CO;2.
Gieskes W W C, Kraay G W, Nontji A et al. 1988. Monsoonal alternation of a mixed and a layered structure in the phytoplankton of the euphotic zone of the Banda Sea (Indonesia): a mathematical analysis of algal pigment fingerprints. Netherlands Journal of Sea Research, 22(2): 123–137, https://doi.org/10.1016/0077-7579(88)90016-6.
Good S, Fiedler E, Mao C Y et al. 2020. The current configuration of the OSTIA system for operational production of foundation sea surface temperature and ice concentration analyses. Remote Sensing, 12(4): 720, https://doi.org/10.3390/rs12040720.
Gordon A L, Susanto R D. 2001. Banda Sea surface-layer divergence. Ocean Dynamics, 52(1): 2–10, https://doi.org/10.1007/s10236-001-8172-6.
Groom S, Sathyendranath S, Ban Y et al. 2019. Satellite ocean colour: current status and future perspective. Frontiers in Marine Science, 6: 485, https://doi.org/10.3389/fmars.2019.00485.
Guo L, Xiu P, Chai F et al. 2017. Enhanced chlorophyll concentrations induced by Kuroshio intrusion fronts in the northern South China Sea. Geophysical Research Letters, 44(22): 11565–11572, https://doi.org/10.1002/2017GL075336.
Hao Z J, Xu Z H, Feng M et al. 2021. Spatiotemporal variability of mesoscale eddies in the Indonesian Seas. Remote Sensing, 13(5): 1017, https://doi.org/10.3390/rs13051017.
Hao Z J, Xu Z H, Feng M et al. 2022. Dynamics of interannual eddy kinetic energy variability in the Sulawesi Sea revealed by OFAM3. Journal of Geophysical Research, 127(8): e2022JC018815, https://doi.org/10.1029/2022JC018815.
Hu J Y, Wang X H. 2016. Progress on upwelling studies in the China seas. Reviews of Geophysics, 54(3): 653–673, https://doi.org/10.1002/2015RG000505.
Huang Z, Feng M. 2015. Remotely sensed spatial and temporal variability of the Leeuwin Current using MODIS data. Remote Sensing of Environment, 166: 214–232, https://doi.org/10.1016/j.rse.2015.05.028.
Huang Z, Hu J Y, Shi W A. 2021. Mapping the coastal upwelling east of Taiwan using geostationary satellite data. Remote Sensing, 13(2): 170, https://doi.org/10.3390/rs13020170.
Huang Z, Wang X H. 2019. Mapping the spatial and temporal variability of the upwelling systems of the Australian south-eastern coast using 14-year of MODIS data. Remote Sensing of Environment, 227: 90–109, https://doi.org/10.1016/j.rse.2019.04.002.
Huyer A, Smith R L, Paluszkiewicz T. 1987. Coastal upwelling off Peru during normal and El Niño times, 1981–1984. Journal of Geophysical Research, 92(C13): 14297–14307, https://doi.org/10.1029/JC092iC13p14297.
Jayaram C, Chacko N, Joseph K A et al. 2010. Interannual variability of upwelling indices in the southeastern Arabian Sea: a satellite based study. Ocean Science Journal, 45(1): 27–40, https://doi.org/10.1007/s12601-010-0003-6.
Kämpf J, Doubell M, Griffin D et al. 2004. Evidence of a large seasonal coastal upwelling system along the southern shelf of Australia. Geophysical Research Letters, 31(9): L09310, https://doi.org/10.1029/2003GL019221.
Kämpf J. 2016. On the majestic seasonal upwelling system of the Arafura Sea. Journal of Geophysical Research, 121(2): 1218–1228, https://doi.org/10.1002/2015JC011197.
Liang L L, Xue H J, Shu Y Q. 2019. The Indonesian throughflow and the circulation in the Banda Sea: a modeling study. Journal of Geophysical Research, 124(5): 3089–3106, https://doi.org/10.1029/2018JC014926.
Marchesiello P, Estrade P. 2010. Upwelling limitation by onshore geostrophic flow. Journal of Marine Research, 68(1): 37–62, https://doi.org/10.1357/002224010793079004.
McGregor H V, Dima M, Fischer H W et al. 2007. Rapid 20th-century increase in coastal upwelling off northwest Africa. Science, 315(5812): 637–639, https://doi.org/10.1126/science.1134839.
Nababan B, Rosyadi N, Manurung D et al. 2016. The seasonal variability of sea surface temperature and chlorophyll-a concentration in the south of Makassar Strait. Procedia Environmental Sciences, 33: 583–599, https://doi.org/10.1016/j.proenv.2016.03.112.
Oke P R, Griffin D A. 2011. The cold-core eddy and strong upwelling off the coast of New South Wales in early 2007. Deep Sea Research Part II: Topical Studies in Oceanography, 58(5): 574–591, https://doi.org/10.1016/j.dsr2.2010.06.006.
Pauly D, Christensen V. 1995. Primary production required to sustain global fisheries. Nature, 374(6519): 255–257, https://doi.org/10.1038/374255a0.
Purba N P, Khan A M A. 2019. Upwelling session in Indonesia waters. WNOFNS, 25: 72–83.
Rachman H A, Gaol J L, Syamsudin F et al. 2020. Influence of coastal upwelling on sea surface temperature trends Banda Sea. IOP Conference Series: Earth and Environmental Science, 429: 012015, https://doi.org/10.1088/1755-1315/429/1/012015.
Rochford D J. 1966. Some hydrological features of the eastern Arafura Sea and the Gulf of Carpentaria in August 1964. Australian Journal of Marine and Freshwater Research, 17(1): 31–60, https://doi.org/10.1071/MF9660031.
Roughan M, Middleton J H. 2002. A comparison of observed upwelling mechanisms off the east coast of Australia. Continental Shelf Research, 22(17): 2551–2572, https://doi.org/10.1016/S0278-4343(02)00101-2.
Roughan M, Oke P R, Middleton J H. 2003. A modeling study of the climatological current field and the trajectories of upwelled particles in the East Australian Current. Journal of Physical Oceanography, 33(12): 2551–2564, https://doi.org/10.1175/1520-0485(2003)033<2551:AMSOTCgt;2.0.CO;2.
Schiller A. 2011. Ocean circulation on the north Australian shelf. Continental Shelf Research, 31(10): 1087–1095, https://doi.org/10.1016/j.csr.2011.03.013.
Send U, Beardsley R C, Winant C D. 1987. Relaxation from upwelling in the coastal ocean dynamics experiment. Journal of Geophysical Research, 92(C2): 1683–1698, https://doi.org/10.1029/JC092iC02p01683.
Shi W A, Huang Z, Hu J Y. 2021. Using TPI to map spatial and temporal variations of significant coastal upwelling in the Northern South China Sea. Remote Sensing, 13(6): 1065, https://doi.org/10.3390/rs13061065.
Shu Y Q, Wang D X, Feng M et al. 2018. The contribution of local wind and ocean circulation to the interannual variability in coastal upwelling intensity in the Northern South China Sea. Journal of Geophysical Research, 123(9): 6766–6778, https://doi.org/10.1029/2018JC014223.
Shu Y Q, Wang D X, Zhu J et al. 2011. The 4-D structure of upwelling and Pearl River plume in the northern South China Sea during summer 2008 revealed by a data assimilation model. Ocean Modelling, 36(3–4): 228–241, https://doi.org/10.1016/j.ocemod.2011.01.002.
Thompson R O R Y. 1987. Continental-shelf-scale model of the Leeuwin Current. Journal of Marine Research, 45(4): 813–827, https://doi.org/10.1357/002224087788327190.
Toba Y, Iida N, Kawamura H et al. 1990. Wave dependence of sea-surface wind stress. Journal of Physical Oceanography, 20(5): 705–721, https://doi.org/10.1175/1520-0485(1990)020<0705:WDOSSW>2.0.CO;2.
Utama F G, Atmadipoera A S, Purba M et al. 2017. Analysis of upwelling event in Southern Makassar Strait. IOP Conference Series: Earth and Environmental Science, 54: 012085, https://doi.org/10.1088/1755-1315/54/1/012085.
Varela R, Álvarez I, Santos F et al. 2015. Has upwelling strengthened along worldwide coasts over 1982–2010? Scientific Reports, 5: 10016, https://doi.org/10.1038/srep10016.
Wang D W, Gouhier T C, Menge B A et al. 2015. Intensification and spatial homogenization of coastal upwelling under climate change. Nature, 518(7539): 390–394, https://doi.org/10.1038/nature14235.
Wang D X, Shu Y Q, Xue H J et al. 2014. Relative contributions of local wind and topography to the coastal upwelling intensity in the northern South China Sea. Journal of Geophysical Research, 119(4): 2550–2567, https://doi.org/10.1002/2013JC009172.
Wang D X, Zhuang W, Xie S P et al. 2012. Coastal upwelling in summer 2000 in the northeastern South China Sea. Journal of Geophysical Research, 117(C4): C04009, https://doi.org/10.1029/2011JC007465.
Weiss A. 2001. Topographic position and landforms analysis. In: Proceedings of Poster Presentation, ESRI User Conference. San Diego. p.227–245.
Wirasatriya A, Setiawan J D, Sugianto D N et al. 2020. Ekman dynamics variability along the southern coast of Java revealed by satellite data. International Journal of Remote Sensing, 41(21): 8475–8496, https://doi.org/10.1080/01431161.2020.1797215.
Wirasatriya A, Setiawan R Y, Subardjo P. 2017. The effect of ENSO on the variability of chlorophyll-a and sea surface temperature in the Maluku Sea. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(12): 5513–5518, https://doi.org/10.1109/JSTARS.2017.2745207.
Wirasatriya A, Susanto R D, Kunarso K et al. 2021. Northwest monsoon upwelling within the Indonesian seas. International Journal of Remote Sensing, 42(14): 5433–5454, https://doi.org/10.1080/01431161.2021.1918790.
Wu T N, Wu H. 2018. Tidal mixing sustains a bottom-trapped river plume and buoyant coastal current on an energetic continental shelf. Journal of Geophysical Research, 123(11): 8026–8051, https://doi.org/10.1029/2018JC014105.
Wyrtki K. 1961. Physical oceanography of the Southeast Asian waters. The University of California Scripps Institution of Oceanography, La Jolla. p. 144–157, https://escholarship.org/uc/item/49n9x3t4.
Xie L L, Pallàs-Sanz E, Zheng Q A et al. 2017. Diagnosis of 3D vertical circulation in the upwelling and frontal zones east of Hainan Island, China. Journal of Physical Oceanography, 47(4): 755–774, https://doi.org/10.1175/JPO-D-16-0192.1.
Xu Z H, Wang Y, Liu Z Q et al. 2021. Insight into the dynamics of the radiating internal tide associated with the Kuroshio Current. Journal of Geophysical Research, 126(6): e2020JC017018, https://doi.org/10.1029/2020JC017018.
Xue H J, Chai F, Pettigrew N et al. 2004. Kuroshio intrusion and the circulation in the South China Sea. Journal of Geophysical Research, 109(C2): C02017, https://doi.org/10.1029/2002JC001724.
Zheng Z W, Zheng Q A, Kuo Y C et al. 2016. Impacts of coastal upwelling off east Vietnam on the regional winds system: an air-sea-land interaction. Dynamics of Atmospheres and Oceans, 76: 105–115, https://doi.org/10.1016/j.dynatmoce.2016.10.002.
Zijlstra J J, Baars M A, Tijssen S B et al. 1990. Monsoonal effects on the hydrography of the upper waters (<300 m) of the eastern Banda Sea and northern Arafura Sea, with special reference to vertical transport processes. Netherlands Journal of Sea Research, 25(4): 431–447, https://doi.org/10.1016/0077-7579(90)90068-R.
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Supported by the Strategic Priority Research Program of Chinese Academy of Sciences (No. XDB42000000), the National Natural Science Foundation of China (No. 92258301), the Scientific and Technological Innovation Project financially supported by Laoshan Laboratory (No. LSKJ202202502), the CAS Key Deployment Project of Center for Ocean Mega-Research of Science (No. COMS2020Q07), and the CAS-CSIRO Jointly Project (No. 133244KYSB20190031)
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Yu, Z., Hao, Z., Xu, Z. et al. Satellite observations of coastal upwelling in the northern Arafura Sea. J. Ocean. Limnol. 42, 361–376 (2024). https://doi.org/10.1007/s00343-023-2390-4
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DOI: https://doi.org/10.1007/s00343-023-2390-4