Tytuł artykułu
Autorzy
Treść / Zawartość
Pełne teksty:
Identyfikatory
Warianty tytułu
Języki publikacji
Abstrakty
The region situated along the southern coast of Papua Island exhibits a considerable likelihood of upwelling, which is distinguished by higher amounts of chlorophyll-a concentration. The present study examined the variability of upwelling phenomena spanning a period of 25 years (1998-2022) through the utilization of satellite-derived data obtained from the Ocean-Colour Climate Change Initiative (OC-CCI). Apart from the chlorophyll-a concentration, the southern region of Papua exhibits a significant amount of suspended sediment contamination, as indicated by the observations of Rrs 555. Upon conducting EOF analysis during each season, it has been observed that there has been a significant rise in the levels of chlorophyll-a concentrations over the past several years in the northern region of the Arafura Sea. The period spanning from 2016 to 2022 witnessed a rise in precipitation amounts, leading to a greater transportation of nutrients through water discharge and consequently resulting in an increase of chlorophyll-a concentration.
Słowa kluczowe
Wydawca
Rocznik
Tom
Strony
82--93
Opis fizyczny
Bibliogr. 43 poz., rys.
Twórcy
autor
- Department of Oceanography, Faculty of Fisheries and Marine Sciences, Diponegoro University, Semarang, 50275, Indonesia
autor
- Department of Oceanography, Faculty of Fisheries and Marine Sciences, Diponegoro University, Semarang, 50275, Indonesia
autor
- Physical Oceanography Laboratory, Department of Physics and Earth Sciences, University of the Ryukyus, Nishihara, Okinawa, 903-0213, Japan
- Research Center for Oceanography, National Research and Innovation Agency, Jakarta, 14430, Indonesia
autor
- Geodesy Engineering Department, National Institute of Technology Malang, Malang, 65145, Indonesia
autor
- School of Meteorology Climatology and Geophysics, Indonesian Agency for Meteorology Climatology and Geophysics, Tangerang Selatan, 15119, Indonesia
- Department of Marine Science and Technology, Faculty of Fisheries and Marine Science, IPB University, Bogor, 16680, Indonesia
autor
- Department of Oceanography, Faculty of Fisheries and Marine Sciences, Diponegoro University, Semarang, 50275, Indonesia
Bibliografia
- 1. Acker, J.G., Vasilkov, A., Nadeau, D., Kuring, N. 2004. Use of Seawifs Ocean Color Data to Estimate Neritic Sediment Mass Transport from Carbonate Platforms for Two Hurricane-Forced Events. Coral Reefs, 23, 39–47.
- 2. Allen, B., Brookfield, H., Byron, Y. 1989. Frost and Drought through Time and Space, Part II: The Written, Oral, and Proxy Records and Their Meaning. Mt. Res. Dev., 9(3), 279–305.
- 3. Alongi, D.M., Edyvane, K., do Ceu Guterres, M.O., Pranowo, W.S., Wirasantosa, S., Wasson, R. 2011. Biophysical Profile of the Arafura and Timor Seas. Report prepared for the Arafura Timor Seas Ecosystem Action (ATSEA) Program, 32.
- 4. Atmadipoera, A.S., Khairunnisa, Z., dan Kusuma, D.W. 2018. Upwelling characteristics during El Nino 2015 in Maluku Sea. IOP Conf. Series: Earth and Environmental Science, 176.
- 5. Björnsson, H., Venegas, S.A. 1997. Manual for EOF and SVD Analyses of Climate Data; Department of Atmospheric and Oceanic Sciences, Centre for Climate and Global Change Research, McGill University: Montréal, QC, Canada.
- 6. Boyer, J.N., Kelble, C.R., Ortner, P.B., Rudnick, D.T. 2009. Phytoplankton Bloom Status: Chlorophyll a Biomass as an Indicator of Water Quality Condition in the Southern Estuaries of Florida, USA. Ecological Indicators, 9, 56–67.
- 7. Chang, C.-P., Wang, Z., McBride, J., Liu, C.-H. 2005. Annual Cycle of Southeast Asia—Maritime Continent Rainfall and the Asymmetric Monsoon Transition. Journal of Climate, 18, 287–301.
- 8. Chang, C.P., Wang, Z., Hendon, H. 2006. The Asian Winter Monsoon. In The Asian Monsoon, edited by B. Wang, 89–127. Heidelberg: Springer Praxis Books. Springer, Berlin.
- 9. Condie, S.A. 2011. Modeling seasonal circulation, upwelling and tidal mixing in the Arafura and Timor Seas. Continental Shelf Research, 31, 1427–1436.
- 10. Dabuleviciene, T., Jucevicius, D., Zolubas, T., Vaiciute, D., Nika, N. 2023. The Effect of Short-Term Upwelling Events on Fish Assemblages at the South-Eastern Coast of the Baltic Sea. Water, 15(3), 452.
- 11. Dewi, D.M.P.R., Fatmasari, D., Kurniawan, A., Munandar, M.A. 2018. The impact of ENSO on regional chlorophyll-a anomaly in the Arafura Sea. IOP Conference Series: Earth and Environment Science, 139(2018), 012020.
- 12. Garnesson, P., Mangin, A., Bretagnon, M. 2022. Ocean colour production centre satellite observation copernicus-globcolour products. https://catalogue.marine.copernicus.eu/documents/QUID/CMEMS-OC-QUID-009-101to104-116-118.pdf.
- 13. Gordon, A.L., Susanto, R.D. 2001. Banda Sea Surface-layer Divergence. Ocean Dynamics, 52,2-10.
- 14. Griffiths, M.L., Drysdale, R.N., Gagan, M.K., Zhao, J.-X., Ayliffe, L.K., Hellstrom, J.C., Hantoro, W.S., et al. 2009. Increasing Australian–Indonesian Monsoon Rainfall Linked to Early Holocene Sea-level Rise. Nature Geoscience, 2, 636–639.
- 15. Hannachi, A., Jolliffe, I.T., Stephenson, D.B. 2007. Empirical orthogonal functions and related techniques in atmospheric science: A review. Int. J. Climatol., 27, 1119–1152.
- 16. Iskandar, I., Rao, S. A., Tozuka, T. 2009. Chlorophyll-a Bloom along the Southern Coasts of Java and Sumatra during 2006. International Journal of Remote Sensing, 30(3), 663–671.
- 17. Jiao, D., Xu, N., Yang, F., Xu, K. 2021. Evaluation of spatial-temporal variation performance of ERA5 precipitation data in China. Scientific Reports, 11, 17956.
- 18.Jourdain, N.C., Gupta, A.S., Taschetto, A.S., Ummenhofer, C.C., Moise, A.F., Ashok, K. 2013. The Indo-Australian monsoon and its relationship to ENSO and IOD in reanalysis data and the CMIP3/CMIP5 simulations, Clim. Dyn., 41, 3073–3102.
- 19. Kämpf, J. 2015. Undercurrent-driven upwelling in the northwestern Arafura Sea. Geophys. Res. Lett., 42, 9362–9368.
- 20. Kämpf, J. 2016. On the majestic seasonal upwelling system of the Arafura Sea. J. Geophys. Res. Oceans, 121, 1218–1228.
- 21. Kim, T., Najjar, R.G., Lee, K. 2014. Influence of Precipitation Events on Phytoplankton Biomass in Coastal Waters of the Eastern United States. Global Biogeochem. Cycles, 28(1), 1–13.
- 22. Munandar, B., Wirasatriya, A., Sugianto, D.N., Susanto, R.D., Purwandana A., Kunarso. 2023. Distinct mechanisms of Chlorophyll-a blooms occur in the Northern Maluku Sea and Sulu Sill revealed by satellite data. Dynamics of Atmospheres and Oceans, 102(4), 101360.
- 23. Nicholls, N. 1973. The Walker Circulation and Papua New Guinea rainfall. Bureau of Meteorology Technical Report 6, September 1973.
- 24. Ningsih, N.S., Rakhmaputeri, N., Harto, A.B. 2013. Upwelling variability along the southern coast of Bali and in Nusa Tenggara waters. Ocean Science Journal, 48(1), 49–57.
- 25. Pereira, F.B., Renagi, O., Panakal, J.J., Anduwan, G. 2019. A Study of Climate Variability in Papua New Guinea. Journal of Geoscience and Environment Protection, 7, 45–52.
- 26. Sapala, N., Cheng, Y.Y., Li, D.P. 2021. Analysis of Rainfall and Temperature Variations between 1956 and 2016 for Papua New Guinea. Journal of Geoscience and Environment Protection, 9, 66–85.
- 27. Sathyendranath, S., Brewin, R.J.W., Brockmann, C., Brotas, V., Calton, B., Chuprin, A., Cipollini, P., Couto, A.B., Dingle, J., Doerffer, R., Donlon, C., Dowell, M., Farman, A., Grant, M., Groom, S., Horseman, A., Jackson, T., Krasemann, H., Lavender, S., Martinez-Vicente, V., Mazeran, C., Mélin, F., Moore, T. S., Müller, D., Regner, P., Roy, S., Steele, C. J., Steinmetz, F., Swinton, J., Taberner, M., Thompson, A., Valente, A., Zühlke, M., Brando, V.E., Feng, H., Feldman, G., Franz, B.A., Frouin, R., Gould Jr, R.W., Hooker, S.B., Kahru, M., Kratzer, S., Mitchell, B.G., Muller-Karger, F.E., Sosik, H.M., Voss, K.J., Werdell, J., Platt, T. 2019. An Ocean-Colour Time Series for Use in Climate Studies: The Experience of the Ocean-Colour Climate Change Initiative (OC-CCI). Sensors 19(19), 4285.
- 28. Sekac, T., Jana, S.K., Sutherland, M., Samanta, S. 2021. Spatio -Temporal Assessments of Rainfall Variability and Trends in the Highlands to Coastal Regions of Papua New Guinea. International Journal of Geoinformatics, 17(3), 23–38.
- 29. Setiawan, R.Y., Setyobudi, E., Wirasatriya, A., Muttaqin, A.S., Maslukah, L. 2020. The Influence of Seasonal and Interannual Variability on Surface Chlorophyll-a off the Western Lesser Sunda Islands. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12 (11), 4191–4197.
- 30. Shi, W., Wang, M. 2007. Observations of a Hurricane Katrina-induced Phytoplankton Bloom in the Gulf of Mexico. Geophysical Research Letters, 34(11), L11607.
- 31. Siswanto, E., Tang, J., Yamaguchi, H., Ahn, Y., Ishizaka, J., Yoo, S., Kim, S., Kiyomoto, Y., Yamada, K., Chiang, C., Kawamura, H. 2011. Empirical Ocean-Color Algorithms to Retrieve Chlorophyll-a, Total Suspended Matter, and Colored Dissolved Organic Matter Absorption Coefficient in the Yellow and East China Seas. Journal of Oceanography, 67, 627–650.
- 32. Sukri N.C., Laras, K., Wandra, T., Didi, S., Larasati, R.P., Rachdyatmaka, J.R., Osok, S., Tjia, P., Saragih, J., Hartati, M.S., Listyaningsih, E., Porter, K.R., Beckett, C.G., Prawira, I.S., Punjabi, N., Suparmanto, S.A., Beecham, H.J., Bangs, M.J., Corwin, A.L. 2003. Transmission of epidemic dengue hemorrhagic fever in easternmost Indonesia. American Journal of Tropical Medicine and Hygiene, 68(5), 529–535.
- 33. Susanto, R.D., Gordon, A.L., Zheng, Q. 2001. Upwelling along the coasts of Java and Sumatra and its relation to ENSO. Geophysical Research Letters, 28(8), 1599–1602.
- 34. Susanto, R.D., Moore, T.S., Marra, J. 2006. Ocean color variability in the Indonesian Seas during the SeaWiFS era. Geochemistry, Geophysics, Geosystems, 7(5), 142–157.
- 35. Tan, C.K., Ishizaka, J., Matsumura, S., Yusoff, F.M., Mohamed, M.I.H. 2006. Seasonal Variability of SeaWiFS Chlorophyll a in the Malacca Straits in Relation to Asian Monsoon. Continental Shelf Research, 26(2), 168–178.
- 36. Wirasatriya, A., Prasetyawan, I.B., Triyono, C.D., Muslim, Maslukah, L. 2018. Effect of ENSO on the Variability of SST and Chlorophyll-a in Java Sea. IOP Conference Series: Earth and Environment Science, 116(2018), 012063.
- 37. Wirasatriya, A., Sugianto, D.N., Helmi, M., Setiawan, R.Y., Koch, M. 2019. Distinct Characteristics of SST Variabilities in the Sulawesi Sea and the Northern Part of the Maluku Sea During the Southeast Monsoon. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(6), 1763–1770.
- 38. Wirasatriya, A., Setiawan, J.D., Sugianto, D.N., Rosyadi, I.A., Haryadi, Winarso, G., Setiawan, R.Y., Susanto, R.D. 2020. Ekman Dynamics Variability along the Southern Coast of Java Revealed by Satellite Data. International Journal of Remote Sensing, 41(21), 8475–8496.
- 39. Wirasatriya, A., Susanto, R.D., Kunarso, Jalil, A.R., Ramdani, F., Puryajati, A.D. 2021. Northwest Monsoon Upwelling within the Indonesian Seas. International Journal of Remote Sensing, 42(14), 5433–5454.
- 40. Wirasatriya, A., Susanto, R.D., Setiawan, J.D., Ramdani, F., Iskandar, I., Jalil, R., Puryajati, A.D., Kunarso, Maslukah, L. 2021. High Chlorophyll-a Areas along the Western Coast of South Sulawesi-Indonesia during the Rainy Season Revealed by Satellite Data. Remote Sensing, 13, 4833.
- 41. Zainuddin, M., Farhum, A., Safruddin, S., Selamat, M.B., Sudirman, S., Nurdin, N., Syamsuddin, M., Ridwan, M., Saitoh, S. 2017. Detection of Pelagic Habitat Hotspots for Skipjack Tuna in the Gulf of Bone-Flores Sea, Southwestern Coral Triangle Tuna, Indonesia. PloS One, 12, e0185601.
- 42. Zhao, X., Allen, R.J. 2019. Strengthening of the Walker Circulation in recent decades and the role of natural sea surface temperature variability. Environ. Res. Commun, 1, 021003.
- 43. Zheng, G.M., Tang, D.L. 2007. Offshore and Nearshore Chlorophyll Increases Induced by Typhoon Winds and Subsequent Terrestrial Rainwater Runoff. Marine Ecology Progress Series, 333, 61–74.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-624fea3f-cfa2-40d5-ad74-7780330f40e6