Distribution of chlorophyll-a concentrations in Ombai Strait Waters using aqua-modis satellite image data

  • Raymundus Putra Situmorang Universitas Diponegoro & Universitas Pertahanan Republik Indonesia
  • Yosy Gustasya Universitas Pertahanan Republik Indonesia
  • Safingi Alamsah Universitas Pertahanan Republik Indonesia
  • Muhammad Afrisal Universitas Pertahanan Republik Indonesia
  • Supriyadi Supriyadi National Taiwan Ocean University
  • Wanri Sitanggang Universitas Pertahanan Republik Indonesia
  • Masrurah Ismail Universitas Pertahanan Republik Indonesia
  • Herning Pramudya Universitas Pertahanan Republik Indonesia
  • Gillang Fernando Universitas Pertahanan Republik Indonesia
Keywords: Aqua-MODIS; Chlorophyll-a; Geographic Information System; Ombai Strait; Remote Sensing

Abstract

Chlorophyll-a in waters is one of the important factors that determines the primary productivity/fertility of waters. Chlorophyll-a measurements can be carried out in two ways, namely conventionally by direct measurements in the field and modernly by using remote sensing technology. The aim of this research is to determine variations in the distribution of chlorophyll-a in the waters of the Ombai Strait. The data used in this research is monthly level 3 climatology data from 2003–2022 from the Aqua-MODIS (Moderate-Resolution Imaging Spectroradiometer) satellite using a remote sensing and geographic information system approach. The results of this research were that the highest chlorophyll-a concentration was found in coastal areas and the lowest concentration was found in offshore waters. According to the monthly distribution of chlorophyll-a, the highest concentration was recorded in July with values ranging from 0.251-10.486 mg/m3 with an average of  0.566 mg/m3 and the lowest concentration was recorded in November with values ranging from 0.158-2.151 with an average of 0.427 mg/m3.

References

Abigail, W., Zainuri, M., Pranowo, W.S. (2015). Studi Tentang Produktivitas Primer Berdasarkan Distribusi Nutrien Dan Intensitas Cahaya Di Perairan Selat Badung, Bali. Jurnal Oseanografi. Volume 4 No.1. hal : 150-158. [Online]. Diunduh: http://ejournal-s1.undip.ac.id/index.php/jose

Asanuma, I., Matsumoto, K., Okano, H., Kawano, T., Hendiarti, N., Sachoemar, S.I. (2003). Spatial distribution of phytoplankton along the Sunda Islands: the monsoon anomaly in 1998. J. Geophys. Res. Ocean. Volume 108. Hal : 1–14. DOI: https://doi.org/10.1029/ 1999jc000139

Aufar, T.F. Z., Kunarso., Maslukah, L., Ismunarti, D.H., Wirasatriya, A. (2021). Peramalan Daerah Fishing Ground di Perairan Pulau Weh, Kota Sabang Menggunakan Indikator Suhu Permukaan Laut dan Klorofil a serta Hubungannya dengan Kelimpahan Ikan Tongkol. Journal of Oceanography. Volume 3 No.2. hal : 1-8. DOI: https://doi.org/10.14710/ijoce.v3i2.11221

Gittings, J.A., Raitsos, D.E., Krokos, G., Hoteit, I. (2018). Impacts of warming on phytoplankton abundance and phenology in a typical tropical marine ecosystem. Sci. Rep. Volume 8. hal : 1–12. DOI: https://doi.org/10.1038/s41598-018-20560-5

Gordon, A.L., Ffield, A., Ilahude, A.G. (1994). Thermocline of the Flores and Banda Seas. Journal of Geophysical Research. Volume 99 No.C9. hal : 18.235-18.242. DOI: 10.1029/94JC01434

Gunawan, E.A., Agussalim, A., Surbakti, H. (2019). Pemetaan Sebaran Klorofil-A Menggunakan Citra Satelit Landsat Multitemporal Di Teluk Lampung Provinsi Lampung. Jurnal Maspari. Volume 11 No.2. hal : 49-58. DOI: https://doi.org/10.56064/maspari.v11i2.9467

Hamuna, B., Dimara, L. (2017). Pendugaan konsentrasi klorofil-a dari citra satelit Landsat 8 di Perairan Kota Jayapura. Jurnal Maspari. Volume 9 No.2. hal : 139 – 148. DOI: https://doi.org/10.56064/maspari.v9i2.4483

Hao, Q., Chai, F., Xiu, P., Bai, Y., Chen, J., Liu, C., Le, F., Zhou, F. (2019). Spatial and temporal variation in chlorophyll a concentration in the Eastern China Seas based on a locally modified satellite dataset. Estuar. Coast Shelf Sci. Volume 220. hal : 220–231. DOI: https:// doi.org/10.1016/j.ecss.2019.01.004

Jamshidi, S., Bin Abu Bakar, N. A. (2011). Study on distribution of chlorophyll-a in the coastal waters of Anzali Port, south Caspian Sea. Ocean Science Discussions. Volume 8. No.1. hal : 435-451. DOI: 10.5194/osd-8-435-2011

Kunarso., Situmorang.R.P., Wulandari.S.Y., Ismanto.A. (2018). Variability Of Upwelling In Bone Bay And Flores Sea. International Journal Of Civil Engineering & Technology(IJCIET). Volume 9 No.9. hal : 742–751. [Online]. Diunduh: http://iaeme.com/Home/issue/IJCIET?Volume=9&Issue=10

Li Y, X., Yu J. Y. (2020). Why rare tropical cyclone formation after maturity of super El Niño events in the western North Pacific?. Terrestrial, Atmospheric and Oceanic Sciences. Volume 31 No.1. hal : 21-32. DOI: 10.3319/TAO.2019.06.23.01

Lillesand, T., Kiefer R.W., Chipman, J. (2014). Remote Sensing and Image Interpretation. John Wiley & Sons. New York

Manzer, C.R., Connolly, T.P., McPhee-Shaw, E., Smith, G.J. (2019). Physical factors influencing phytoplankton abundance in southern Monterey Bay. Continent. Shelf Res. Volume 180. hal : 1–13. DOI: https://doi.org/10.1016/j.csr.2019.04.007

Maro, J.F., Hartoko.A., Anggoro, S., Muskananfola, M.R., Nugraha, E. (2021). Sea surface temperature and chlorophyll-a concentrations from MODIS satellite data and presence of cetaceans in Savu, Indonesia. AACL Bioflux. Volume 14 No.3. hal : 1190–1200. [Online]. Diunduh: http://www.bioflux.com.ro/aacl

Moore, T.S., Marra, J. (2002). Satellite observations of bloom events in the Strait of Ombai: Relationships to monsoons and ENSO. An Electronic Journal Of The Earth Sciences. Volume 3 No.2. hal : 1-15. DOI: 10.1029/2001GC000174

Muskananfola, M.R., Supriharyono, Febrianto, S. (2020). Spatio-temporal analysis of shoreline change along the coast of sayung demak, Indonesia using digital shoreline analysis system. Reg. Stud. Mar. Sci. Volume 34. hal : 1-9. DOI: https://doi.org/10.1016/j.rsma.2020.101060

Muskananfola, M.R., Wirasatriya, A. (2021). Spatio-temporal distribution of chlorophyll-a concentration, sea surface temperature and wind speed using aqua-modis satellite imagery over the Savu Sea, Indonesia. Remote Sens. Appl., Soc. Environ. Volume 22. DOI: 10.1016/j.rsase.2021.100483

Packard, T., Osma, N., Fernández-Urruzola, I., Codispoti, L. A., Christensen, J.P., Gómez, M. (2015). Peruvian upwelling plankton respiration: calculations of carbon flux, nutrient retention efficiency, and heterotrophic energy production. Biogeosciences. Volume 12 No.9. hal : 2641-2654. DOI: 10.5194/bg-12-2641-2015

Pelly, D.A., Marfai, M.A., Pangaribowo, E.H and Fadholi, A. (2020). Chloropyll-a variability during positive IOD – the east season period in 2019 in Padang Sea, Indonesia. E3S Web of Conference. Volume 200. No.14. hal : 1-8. DOI: https://doi.org/10.1051/e3sconf/202020006002

Racault, M.F., Sathyendranath, S., Brewin, R.J.W., Raitsos, D.E., Jackson, T., Platt, T. (2017). Impact of El Nino variability on oceanic phytoplankton. Front. Mar. Sci. Volume 4. No. 133. DOI : https://doi.org/10.3389/fmars.2017.00133

Sabrina, B., Maslukah, L., Wulandari, S.Y. (2018). Chlorophyll-a distribution and its relation with current pattern in northern waters of Central Java. Omni-Akuatika. Volume 14. No.1. hal : 69-76. DOI: 10.20884/1.oa.2018.14.1.351

Sediadi, A. (2004). Efek Upwelling Terhadap Kelimpahan Dan Distribusi Fitoplankton Di Perairan Laut Banda Dan Sekitarnya. Makara Sains. Volume 8 No.2. hal : 43-51. DOI: 10.7454/mss.v8i2.409

Setiawan, R.Y., Habibi, A. (2011). Satellite detection of summer chlorophyll-a bloom in the gulf of tomini. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Volume 4 No.4. hal : 944–948. DOI: https://doi.org/10.1109/JSTARS.2011.2163926

Setiawan, R.Y., Setyobudi, E., Wirasatriya, A., Muttaqin, A.S., Maslukah, L. (2019). 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. Volume 12 No.11. hal : 4191–4197. DOI: https://doi.org/10.1109/JSTARS.2019.2948385

Sihombing, R.F., Aryawati, R., Hartoni. (2013). Kandungan klorofil-a fitoplanton di sekitar perairan Desa Sungsang Kabupaten Banyuasin Prov.Sumatera Selatan. Jurnal Maspari. Volume 5 No.1. hal : 33-39. DOI: https://doi.org/10.56064/maspari.v5i1.1295

Situmorang, R.P., Gustasya, Y., Anwar, S. (2022b). Prakiraan Daerah Penangkapan Ikan Pelagis di Perairan Laut Kabupaten Belu Berdasarkan Data Citra Satelit. Jurnal Ilmu-Ilmu Perikanan Dan Budidaya Perairan. Volume 17 No.1. hal : 88–101. DOI: https://doi.org/10.31851/jipbp.v17i1.8366

Susanto, R.D., Marra, J. (2005). Effect of the 1997/98 El Nino on Chlorophyll a variability along the southern coasts of Java and sumatra. Int. J. Oceaography Soc. Volume 18. No. 4. hal : 124–127. DOI: https://doi.org/10.5670/oceanog.2005.13

Susilo, E., Kresnabayu, I.M., Swastan, I.G.A. (2021). Peta Lokasi Penangkapan Ikan Lemuru di Selat Bali. J Fish Mar Res. Volume 5. No.2. hal : 402–9. DOI: https://doi.org/10.21776/ub.jfmr.2021.005.02.27

Sutton, A.L., Curt,K. S., Jenner, K.C.S., Jenner, M.M. (2019). Deep-sea research part II habitat associations of cetaceans and seabirds in the tropical eastern Indian Ocean. Deep-Sea Research. Volume 2 No.166. hal : 171-186.

Wernand, M.R., van der Woerd, H.J., Gieskes, W.W.C. (2013). Trends in ocean colour and chlorophyll concentration from 1889 to 2000, worldwide. PLos ONE. Volume 8. No.6. hal : 1-20. DOI: https://doi.org/10.1371/journal.pone.0063766

Yuan-Jian, Y., Tao, X., Liang, S., Yun-Fei, F. (2012). Summer monsoon impacts on chlorophyll-a concentration in the middle of the south China sea: climatological mean and annual variability. Atmos. Oceanogr. Sci. Libr. Volume 5. hal : 15–19. DOI: https://doi.org/ 10.1080/16742834.2012.11446961

Yulianto, M., Muskananfola, M.R., Rahman, A. (2018). Spatial and temporal distribution abundance of phytoplankton and chlorophyll-a in ujung kartini waters jepara. Indones. J. Fish. Sci. Technol. Volume 14. No.1. hal : 1–7. DOI: https://doi.org/10.14710/ijfst.14.1.1-7

Published
2024-03-31
How to Cite
Situmorang, R., Gustasya, Y., Alamsah, S., Afrisal, M., Supriyadi, S., Sitanggang, W., Ismail, M., Pramudya, H., & Fernando, G. (2024). Distribution of chlorophyll-a concentrations in Ombai Strait Waters using aqua-modis satellite image data. AGRICOLA, 14(1), 22-32. https://doi.org/10.35724/ag.v14i1.5924
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