Analisis Pengaruh ENSO dan IOD Terhadap Evaporasi di Selat Makassar Menggunakan Metode Bowen Ratio

Authors

  • Muhammad Riza Universitas Mulawarman
  • Zetsaona Sihotang Program Studi Geofisika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Mulawarman, Samarinda, Kalimantan Timur.
  • Idris Mandang Program Studi Geofisika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Mulawarman, Samarinda, Kalimantan Timur
  • Mustaid Yusuf Program Studi Geofisika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Mulawarman, Samarinda, Kalimantan Timur.

DOI:

https://doi.org/10.30649/jrkt.v7i2.122

Keywords:

Evaporasi, ENSO, IOD, ONI, DMI, Selat Makassar

Abstract

Perpindahan panas global sangat penting untuk memahami mekanisme variabilitas iklim dalam skala global. Rasio Bowen dapat digunakan untuk menentukan fluks panas laten pada suatu permukaan. Tujuan penelitian ini adalah untuk Mengidentifikasi variabilitas evaporasi di Selat Makassar menggunakan metode bowen ratio dan kaitannya terhadap fenomena ENSO dan IOD dan Mengetahui durasi dari fenomena ENSO (El Nino Southern Oscillation) dan IOD (Indian Ocean Dipole) terhadap perubahan evaporasi di Selat Makassar. Rasio Bowen dihitung dengan membagi nilai sensible heat flux dengan latent heat flux. Setelah mendapatkan nilai Rasio Bowen kemudian akan dicari cross-correlation diantara Rasio Bowen dan ONI (Ocean Nino Index) kemudian ditentukan berapa lama jeda waktu yang diperlukan untuk anomali di Samudera Pasifik berpengaruh ke Selat Makassar. Kemudian Cross-correlation dihitung kembali diantara Rasio Bowen dan DMI untuk melihat efek anomali di Samudera Hindia terhadap Selat Makassar. Data sensible heat flux dan latent heat flux didapatkan dari ECMWF (European Centre for Medium-Range Weather Forecasts) dianalisis dari tahun 1990-2022 dan akan dirata-ratakan perbulannya. Didapatkan hasil penurunan Rasion Bowen dari tahun 1990-2022 yang mengindikasikan evaporasi yang semakin rendah. Klimatologi Rasio Bowen menunjukkan evaporasi mengalami 2 kali puncak di bulan April dan November dengan nilai Rasio Bowen berturut-turut 0,133 dan 0,14. Korelasi silang Rasio Bowen dan ONI menunjukkan hubungan yang kuat dimana nilai R sebesar 0.65 dengan lag 2 bulan. Sedangkan korelasi silang Rasio Bowen dan DMI mendapatkan hasil R sebesar 0.13 dengan lag 1 bulan. Dari hasil penelitian ini didapatkan bahwa ENSO menjadi faktor yang memiliki efek besar terhadap evaporasi di Selat Makassar.

References

Agustinus, A., Pranowo, W. S., Nurhidayat, N., Asmoro, N. W., & Hendra, H. (2022). Karakteristik suhu dan salinitas di Selat Makassar berdasarkan data CTD cruise Arlindo 2005 dan Timit 2015. Jurnal Chart Datum, 8(2), 107–116.

Bowen, I. S. (1926). The ratio of heat losses by conduction and by evaporation from any water surface. Physical Review, 27, 779–783.

Chunkao, K. (1971). An analysis of evapotranspiration of dry-evergreen forest at Sakareat, Thailand. KU Forest Research Bulletin, 16.

Deike, L. (2022). Mass transfer at the ocean–atmosphere interface. Annual Review of Fluid Mechanics, 54, 191–224.

Dicken, U., Cohen, S., & Tanny, J. (2013). Examination of the Bowen ratio energy balance technique for evapotranspiration estimates in screen houses. Biosystems Engineering, 114, 397–405.

Holland, S., Heitman, J. L., Howard, A., Sauer, T. J., Giese, W., Ben-Gal, A., Agam, N., Kool, D., & Havlin, J. (2013). Micro-Bowen ratio system for measuring evapotranspiration in a vineyard interrow. Agricultural and Forest Meteorology, 177, 93–100.

Iwakiri, T., Imada, Y., Takaya, Y., Kataoka, T., Tatebe, H., & Watanabe, M. (2023). Triple‐dip La Niña in 2020–23: North Pacific atmosphere drives 2nd year La Niña. Geophysical Research Letters, 50, e2023GL105763.

Kang, S. K., Kim, E. J., Kim, S., Cione, J., Lee, D., Landwehr, S., Kang, H.-W., Kim, K.-O., Hong, C. S., Kwon, M. H., Oh, K.-H., Lee, J. H., Noh, S., So, J. K., Kang, D.-J., Kim, D., Park, J.-H., Nam, S., Cho, Y. K., Ward, B., & Ginis, I. (2024). Anomalously large latent heat fluxes in low to moderate wind conditions within the eddy-rich zone of the Northwestern Pacific. Frontiers in Marine Science, 11, 1298641.

Kirono, D., & Taylor, J. (2014). Current and future climate of Makassar. CSIRO–AusAID Research for Development Alliance, Climate Adaptation through Sustainable Urban Development Research Project.

Lasabuda, R. (2013). Pembangunan wilayah pesisir dan lautan dalam perspektif negara kepulauan Republik Indonesia. Jurnal Ilmiah Platax, 1(2), 92–101.

Le, T. P. N., Sahoo, A. K., Zeng, Y., Pan, M., Wood, E. F., Hain, C. R., & Anderson, M. C. (2020). Response of global evaporation to major climate modes in a multi-model ensemble. Hydrology and Earth System Sciences, 24(3), 1131–1150.

Malino, C. R., Arsyad, M., & Palloan, P. (2021). Analysis of rainfall and air temperature parameters in Makassar City related to climate change. Jurnal Sains dan Pendidikan Fisika, 17(2), 139–145.

Martha, S. (2017). The analysis of geospatial information for validating some numbers of islands in Indonesia. Indonesian Journal of Geography, 49(2), 204–211.

Ningsih, N. S., Beliyana, E., Kamila, I. H., & Tarya, A. (2025). Long-term characteristics of marine heatwaves (1982–2021) in Indonesian water and their impact on upwelling (case study: Southern Java). Frontiers in Marine Science, 12, 1504995.

NOAA Climate Prediction Center. (2025). ENSO diagnostic discussion: October 2025. NOAA.

Nur'utami, M. N., & Hidayat, R. (2016). Influences of IOD and ENSO to Indonesian rainfall variability: Role of atmosphere-ocean interaction in the Indo-Pacific sector. Procedia Environmental Sciences, 33, 196–203.

Peres, P. J., Castellvi, F., Ibanez, M., & Rosell, J. I. (1999). Assessment of reliability of Bowen ratio method for partitioning fluxes. Agricultural and Forest Meteorology, 97, 141–150.

Putra, T. W. L., Kunarso, A., & Kusumaningtyas, A. R. T. D. (2020). Distribusi suhu, salinitas, dan densitas di lapisan homogen dan termoklin perairan Selat Makassar. Indonesian Journal of Oceanography, 2(2), 188-198.

Rossow, W. B. (2024). Evolution of the concept of cloud–climate feedbacks. Journal of the European Meteorological Society, 1, 100004.

Samiaji, B. I., & Nuryadi, A. (2024). A systematic literature review: Heat flux and its relation to sea surface temperature variability. Journal of Climate Change Society, 2(2), 111–119.

Savage, M. J., Everson, C. S., & Metelerkamp, B. R. (2009). Bowen ratio evaporation measurement in a remote montane grassland: Data integrity and flux. Journal of Hydrology, 376, 249–260.

Siswanto, S., Kusmanto, E., & Rahayu, S. P. (2019). Air–sea interaction mechanisms in the generation of persistence low pressure area over the eastern Indian Ocean southwest Sumatera observed during the Indonesia PRIMA 2017 field campaign. Jurnal Meteorologi dan Geofisika, 19(1), 39–48.

Takebayashi, H., Kimura, Y., & Kyogoku, S. (2014). Study on the appropriate selection of urban heat island measure technologies to urban block properties. Sustainable Cities and Society, 13, 217–222.

Tursilowati, L. (2007). Metode estimasi latent heat flux dari radiative Bowen ratio dari data satelit Landsat. Dalam L. Tursilowati dkk (Ed.), Sains atmosfer & iklim, sains antariksa serta pemanfaatannya (hlm. 77–83). LAPAN.

Uddin, J., Hancock, N. H., Smith, R. J., & Foley, J. P. (2013). Measurement of evapotranspiration during sprinkler irrigation using a precision energy budget (Bowen ratio, eddy covariance) methodology. Agricultural Water Management, 116, 89–100.

Wu, Z., & Zhang, H. (2024). Near-surface ocean temperature and air-sea heat flux observed by a buoy array during summer to autumn in year 2014 in the northern South China Sea. Frontiers in Marine Science, 11, 1457829.

Wirasatriya, A., Kunarso, A., Ismunarti, D. H., & Hovaldo, C. B. (2021). Buku ajar interaksi atmosfer & laut. Semarang: Tiga Media.

Wirasatriya, A., Susanto, R. D., Kunarso, K., Jalil, A. R., Ramdani, F., & Puryajati, A. D. (2021). Northwest monsoon upwelling within the Indonesian seas. International Journal of Remote Sensing, 42(14), 5437–5458.

Wolf, A., Saliendra, N., Akshalov, K., Johnson, D. A., & Laca, E. (2008). Effects of different eddy covariance correction schemes on energy balance closure and comparisons with the modified Bowen ratio system. Agricultural and Forest Meteorology, 148(6–7), 942–952.

Yang, Y., Sun, H., Wang, J., Zhang, W., Zhao, G., Wang, W., Cheng, L., Chen, L., Qin, H., & Cai, Z. (2025). Global ocean surface heat fluxes derived from the maximum entropy production framework accounting for ocean heat storage and Bowen ratio adjustments. Earth System Science Data, 17(3), 1191–1216.

Zulfa, I. N., Wirasatriya, A., & Ismanto, A. (2024). Kajian spasial dan temporal klorofil-a di Selat Makassar: Variasi musiman dan antar tahunan. Buletin Oseanografi Marina, 13(3), 311–326.

Published

2025-11-01

How to Cite

Riza, M., Zetsaona Sihotang, Idris Mandang, & Mustaid Yusuf. (2025). Analisis Pengaruh ENSO dan IOD Terhadap Evaporasi di Selat Makassar Menggunakan Metode Bowen Ratio. Jurnal Riset Kelautan Tropis (Journal Of Tropical Marine Research) (J-Tropimar), 7(2), 94–105. https://doi.org/10.30649/jrkt.v7i2.122

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